{
  "schemaVersion": 1,
  "rubricVersion": "1.1",
  "kind": "pair",
  "slug": "cohere-north-vs-unique-ai",
  "canonicalUrl": "https://onaihq.com/compare/agents/cohere-north-vs-unique-ai/",
  "markdownUrl": "https://onaihq.com/compare/agents/cohere-north-vs-unique-ai/index.md",
  "dataUrl": "https://onaihq.com/compare/agents/cohere-north-vs-unique-ai/data.json",
  "generatedAt": "2026-10-27",
  "lastCheckedAt": "2026-10-26",
  "lastCrossCheckedAt": "2026-10-26",
  "nextCheckAt": "2026-12-20",
  "publisher": {
    "name": "onAI",
    "url": "https://onaihq.com",
    "marketParticipant": true,
    "editorialControl": "onAI selects the products, rubric, sources and wording, including for comparisons that do not include onAI.",
    "disclosure": "Published by onAI. onAI also sells one of the products compared here. Findings about other products link to public sources so you can check them; statements about onAI are marked as stated by onAI."
  },
  "products": [
    {
      "id": "cohere-north",
      "name": "Cohere North",
      "website": "https://cohere.com/north",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/cohere-north/",
      "lifecycle": {
        "status": "sunset",
        "note": "Version-scoped component migration: legacy Jira removed in North 2.0; legacy Google Drive and guardrail REST slated for removal in 2.1, Salesforce legacy and Data Interpreter deprecated without a fixed date. Whole North continues.",
        "scope": "Legacy North connectors/APIs/Data Interpreter only; customer upgrade version determines removal.",
        "continuation": "New Jira/Google Drive/Salesforce tools, guardrail gRPC and Code sandbox replace legacy paths; connection recreation or application migration may be required.",
        "announcementDate": "2026-10-16",
        "serviceEndDate": null,
        "checkedAt": "2026-10-21",
        "crossCheckedAt": "2026-10-21",
        "nextCheckAt": "2026-12-20",
        "evidenceIds": [
          "cohere-north:cohere-north:n-north-changelog",
          "cohere-north:cohere-north:n-doc-36"
        ]
      },
      "surfaces": [
        {
          "id": "north-web",
          "name": "North 2 web application and Admin console",
          "type": "web"
        },
        {
          "id": "north-api",
          "name": "North instance REST API and SDK access",
          "type": "api"
        },
        {
          "id": "north-private",
          "name": "Customer-hosted North and Compass Kubernetes deployment",
          "type": "self-hosted"
        },
        {
          "id": "north-mobile",
          "name": "North iOS and alpha Android app",
          "type": "mobile"
        },
        {
          "id": "model-vault",
          "name": "Optional Cohere-managed Model Vault inference with customer-hosted North",
          "type": "api"
        },
        {
          "id": "platform-api",
          "name": "Separate Cohere Platform model API; policies scoped separately",
          "type": "api"
        }
      ],
      "sourcedClaimCount": 49,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 49,
      "sourcedOnlyClaimCount": 0,
      "oldestCheckedAt": "2026-10-21",
      "lastCheckedAt": "2026-10-26"
    },
    {
      "id": "unique-ai",
      "name": "Unique AI",
      "website": "https://www.unique.ai",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/unique-ai/",
      "lifecycle": {
        "status": "unknown",
        "note": null
      },
      "surfaces": [
        {
          "id": "web",
          "name": "Unique AI Chat and administration",
          "type": "web"
        },
        {
          "id": "conduct",
          "name": "Unique AI Conduct",
          "type": "agent-workspace"
        },
        {
          "id": "api",
          "name": "Unique API and Python SDK",
          "type": "api"
        },
        {
          "id": "mcp",
          "name": "Unique MCP Hub and Knowledge Base MCP",
          "type": "mcp"
        }
      ],
      "sourcedClaimCount": 49,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 49,
      "sourcedOnlyClaimCount": 0,
      "oldestCheckedAt": "2026-10-21",
      "lastCheckedAt": "2026-10-26"
    }
  ],
  "coverage": {
    "totalCriteria": 51,
    "sharedCrossCheckedCriteria": 49,
    "sharedSourcedCriteria": 49,
    "crossCheckedCriteriaByProduct": {
      "cohere-north": 49,
      "unique-ai": 49
    },
    "sourcedOnlyCriteriaByProduct": {
      "cohere-north": 0,
      "unique-ai": 0
    },
    "sourcedCriteriaByProduct": {
      "cohere-north": 49,
      "unique-ai": 49
    },
    "crossCheckedCriterionRows": 49,
    "sourcedOnlyCriterionRows": 0,
    "sourcedCriterionRows": 49,
    "statedByVendorRows": 0
  },
  "criteria": [
    {
      "id": "MOD-01",
      "title": "Model catalogue and providers",
      "group": {
        "id": 1,
        "name": "Models"
      },
      "judgment": "List each available model by provider and plan, including reasoning, fast and multimodal variants. Record whether the user picks the model, the product routes automatically, or both. A provider counts only if at least one of its current models is selectable on the scoped plan.",
      "questions": [
        {
          "id": "providers",
          "question": "Which model providers are available?"
        },
        {
          "id": "current_models",
          "question": "Which current models are selectable on this plan?"
        },
        {
          "id": "user_choice",
          "question": "Can users pick the model per chat?"
        },
        {
          "id": "auto_routing",
          "question": "Does the product route between models automatically, and is the chosen model shown?"
        },
        {
          "id": "multimodal_input",
          "question": "Which models accept images, audio or files?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:MOD-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North supports customer-configured Cohere and external providers; deployed models determine availability.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform 2.0.1; alpha model-tier aliases and direct image input; North Mini separately Beta",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "providers",
              "question": "Which model providers are available?",
              "support": "supported",
              "answer": "Provider types include customer Cohere containers, Cohere Platform/compatibility, vLLM, Azure Cohere, Bedrock, SageMaker, Azure OpenAI, OpenAI and Anthropic.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-177-20261026"
              ]
            },
            {
              "id": "current_models",
              "question": "Which current models are selectable on this plan?",
              "support": "partial",
              "answer": "The model card documents North Large 01-2026, and the October 16 release adds North Mini Beta. The Skills guide recommends additional external model identifiers, but those do not establish what any customer deployment has installed or licensed.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-32-20261026",
                "cohere-north:cohere-north:north-release-html-20261026",
                "cohere-north:cohere-north:n-doc-12-20261026",
                "cohere-north:cohere-north:n-doc-134-20261026"
              ]
            },
            {
              "id": "user_choice",
              "question": "Can users pick the model per chat?",
              "support": "supported",
              "answer": "Default-agent chat has a model picker; custom agents choose models in settings. Alpha tier picker aliases Default/Alternate/Legacy and can expose additional permitted models.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-1-20261026",
                "cohere-north:cohere-north:n-doc-134-20261026"
              ]
            },
            {
              "id": "auto_routing",
              "question": "Does the product route between models automatically, and is the chosen model shown?",
              "support": "partial",
              "answer": "Documented resolution is group default, Default alias, then deployment default; inaccessible aliases silently fall back to provider default with a log warning. Automatic task-based routing across providers and UI disclosure of that fallback remain unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-134-20261026"
              ]
            },
            {
              "id": "multimodal_input",
              "question": "Which models accept images, audio or files?",
              "support": "partial",
              "answer": "North Large 01-2026 accepts text/images,256K input and32K text output. Alpha image input is Cohere-only; visual parser handles PDF/DOCX/PPTX, including OCR. Dictation uses configured ASR; complete per-model matrix unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-32-20261026",
                "cohere-north:cohere-north:n-doc-14-20261026",
                "cohere-north:cohere-north:n-doc-97-20261026"
              ]
            }
          ],
          "limitations": [
            "current_models: The model card documents North Large 01-2026, and the October 16 release adds North Mini Beta. The Skills guide recommends additional external model identifiers, but those do not establish what any customer deployment has installed or licensed.",
            "auto_routing: Documented resolution is group default, Default alias, then deployment default; inaccessible aliases silently fall back to provider default with a log warning. Automatic task-based routing across providers and UI disclosure of that fallback remain unknown.",
            "multimodal_input: North Large 01-2026 accepts text/images,256K input and32K text output. Alpha image input is Cohere-only; visual parser handles PDF/DOCX/PPTX, including OCR. Dictation uses configured ASR; complete per-model matrix unknown."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-177-20261026",
            "cohere-north:cohere-north:n-doc-32-20261026",
            "cohere-north:cohere-north:north-release-html-20261026",
            "cohere-north:cohere-north:n-doc-12-20261026",
            "cohere-north:cohere-north:n-doc-134-20261026",
            "cohere-north:cohere-north:n-doc-1-20261026",
            "cohere-north:cohere-north:n-doc-14-20261026",
            "cohere-north:cohere-north:n-doc-97-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:MOD-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The platform catalogue supports several providers, subject to tenant credentials, contracts and validation status.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "providers",
              "question": "Which model providers are available?",
              "support": "partial",
              "answer": "Catalogue includes Azure OpenAI/OpenAI, Anthropic, Google Gemini/Vertex, Together AI and xAI. Provider use must be agreed with each client; a catalogue row is not proof every tenant has it.",
              "evidenceIds": [
                "unique-ai:unique-ai:models"
              ]
            },
            {
              "id": "current_models",
              "question": "Which current models are selectable on this plan?",
              "support": "partial",
              "answer": "Release 2026.42, hosted 14 October, explicitly adds Azure GPT-6.1 Sol and Claude Opus/Sonnet 5.5 through Anthropic/Vertex. Availability overview also lists Gemini3.8 Flash; provider/tenant credentials and validation differ.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42",
                "unique-ai:unique-ai:models"
              ]
            },
            {
              "id": "user_choice",
              "question": "Can users pick the model per chat?",
              "support": "partial",
              "answer": "Space admins set enabled models; release notes describe chat model switching and API per-message model selection under the same rules. Conduct choices depend on administrator configuration.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42",
                "unique-ai:unique-ai:agent",
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "auto_routing",
              "question": "Does the product route between models automatically, and is the chosen model shown?",
              "support": "unknown",
              "answer": "Does the product route between models automatically, and is the chosen model shown? Unknown. Exact contracted/activated models, automatic cross-model routing and a complete image/audio/file matrix were not established. Catalogue dates include future release identifiers; dated additions and tenant eligibility take precedence over a release number.",
              "evidenceIds": []
            },
            {
              "id": "multimodal_input",
              "question": "Which models accept images, audio or files?",
              "support": "unknown",
              "answer": "Which models accept images, audio or files? Unknown. Exact contracted/activated models, automatic cross-model routing and a complete image/audio/file matrix were not established. Catalogue dates include future release identifiers; dated additions and tenant eligibility take precedence over a release number.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Exact contracted/activated models, automatic cross-model routing and a complete image/audio/file matrix were not established. Catalogue dates include future release identifiers; dated additions and tenant eligibility take precedence over a release number."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:models",
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:conduct",
            "unique-ai:unique-ai:release42"
          ]
        }
      ]
    },
    {
      "id": "MOD-02",
      "title": "Model freshness",
      "group": {
        "id": 1,
        "name": "Models"
      },
      "judgment": "Measure the days from a provider's general release to availability in the product for the last three major releases from OpenAI, Anthropic and Google (and Mistral where offered). Use dated changelogs or observation. Record deprecation notice for retired models.",
      "questions": [
        {
          "id": "release_lag_days",
          "question": "What was the lag for each of the last three major releases, per provider?"
        },
        {
          "id": "changelog",
          "question": "Is there a dated public model changelog?"
        },
        {
          "id": "deprecation_notice",
          "question": "How much notice is given before a model is removed?"
        },
        {
          "id": "version_pinning",
          "question": "Can an admin keep an older model version?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:MOD-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Dated platform notes and operator-pinned model artifacts exist; provider release lag is unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "release_lag_days",
              "question": "What was the lag for each of the last three major releases, per provider?",
              "support": "unknown",
              "answer": "Unknown for release_lag_days. No matched provider/product dates for the last three releases or contractual model-removal notice period was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "changelog",
              "question": "Is there a dated public model changelog?",
              "support": "supported",
              "answer": "Public North release notes through October 20 v2.0.1 include model and feature changes.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-north-changelog"
              ]
            },
            {
              "id": "deprecation_notice",
              "question": "How much notice is given before a model is removed?",
              "support": "unknown",
              "answer": "Unknown for deprecation_notice. No matched provider/product dates for the last three releases or contractual model-removal notice period was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "version_pinning",
              "question": "Can an admin keep an older model version?",
              "support": "partial",
              "answer": "Self-hosted serving images/model artifacts are versioned independently; operators select image tags/digests. This does not guarantee retention of external API model versions.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-168"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: release_lag_days, deprecation_notice."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-north-changelog",
            "cohere-north:cohere-north:n-doc-168"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:MOD-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Unique publishes dated model additions and retirement/migration notes; a complete provider-release lag series remains unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "release_lag_days",
              "question": "What was the lag for each of the last three major releases, per provider?",
              "support": "unknown",
              "answer": "What was the lag for each of the last three major releases, per provider? Unknown. A provider-verified last-three-major-release lag series for OpenAI, Anthropic and Google was not assembled; availability can depend on each contract. Admin version-pinning guarantees are not documented.",
              "evidenceIds": []
            },
            {
              "id": "changelog",
              "question": "Is there a dated public model changelog?",
              "support": "supported",
              "answer": "Availability overview has a dated Recent changes table through 13 October 2026, with provider retirement sources.",
              "evidenceIds": [
                "unique-ai:unique-ai:models"
              ]
            },
            {
              "id": "deprecation_notice",
              "question": "How much notice is given before a model is removed?",
              "support": "partial",
              "answer": "Dated 14 October release announces migrations ahead of o-series provider retirement on 19 November 2026. No guaranteed Unique contractual notice period is established.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42"
              ]
            },
            {
              "id": "version_pinning",
              "question": "Can an admin keep an older model version?",
              "support": "unknown",
              "answer": "Can an admin keep an older model version? Unknown. A provider-verified last-three-major-release lag series for OpenAI, Anthropic and Google was not assembled; availability can depend on each contract. Admin version-pinning guarantees are not documented.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "A provider-verified last-three-major-release lag series for OpenAI, Anthropic and Google was not assembled; availability can depend on each contract. Admin version-pinning guarantees are not documented."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:models",
            "unique-ai:unique-ai:release42"
          ]
        }
      ]
    },
    {
      "id": "MOD-03",
      "title": "Bring-your-own keys and provider contracts",
      "group": {
        "id": 1,
        "name": "Models"
      },
      "judgment": "Record customer-held API keys, customer cloud accounts (Azure OpenAI, Bedrock, Vertex), and aggregator routes (OpenRouter, LiteLLM) as separate routes. Record what still works without a vendor-provided model, whether prices change with BYO, and documented restrictions. API-key support does not imply support for the customer's own Azure contract.",
      "questions": [
        {
          "id": "own_api_keys",
          "question": "Can the customer use its own provider API keys?"
        },
        {
          "id": "own_cloud_contract",
          "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?"
        },
        {
          "id": "custom_endpoint",
          "question": "Can an admin add any OpenAI-compatible endpoint?"
        },
        {
          "id": "byo_pricing",
          "question": "Does BYO change the licence price?"
        },
        {
          "id": "byo_restrictions",
          "question": "Which features stop working with BYO?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:MOD-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North documents own keys, cloud deployments and OpenAI-compatible endpoints.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform 2.0.1; alpha direct image input restriction; provider registration is separately scoped",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "own_api_keys",
              "question": "Can the customer use its own provider API keys?",
              "support": "supported",
              "answer": "Provider registration accepts customer API keys or identity tokens; declarative providers reference Kubernetes Secrets.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-134-20261026",
                "cohere-north:cohere-north:n-doc-177-20261026"
              ]
            },
            {
              "id": "own_cloud_contract",
              "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?",
              "support": "partial",
              "answer": "Own Azure OpenAI, Bedrock Cohere/Anthropic and SageMaker endpoints documented. Foundry can bill supported inference to customer Azure subscription; Vertex integration not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-177-20261026",
                "cohere-north:cohere-north:n-doc-135-20261026",
                "cohere-north:cohere-north:n-doc-218-20261026"
              ]
            },
            {
              "id": "custom_endpoint",
              "question": "Can an admin add any OpenAI-compatible endpoint?",
              "support": "supported",
              "answer": "OpenAI provider base_url can point at compatible endpoints; vLLM and Cohere compatibility provider types also supported. Actual compatibility still depends on model/tool schema.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-177-20261026"
              ]
            },
            {
              "id": "byo_pricing",
              "question": "Does BYO change the licence price?",
              "support": "unknown",
              "answer": "Unknown for byo_pricing. Provider configuration is documented; commercial BYO discounts and complete feature parity across every provider remain unknown. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers?format=html, https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic?format=html. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "byo_restrictions",
              "question": "Which features stop working with BYO?",
              "support": "partial",
              "answer": "Alpha direct image input currently requires Cohere models. Foundry lacks North Large/sparse and Compass keyless model authentication; complete per-provider feature parity remains unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-14-20261026",
                "cohere-north:cohere-north:n-doc-218-20261026"
              ]
            }
          ],
          "limitations": [
            "own_cloud_contract: Own Azure OpenAI, Bedrock Cohere/Anthropic and SageMaker endpoints documented. Foundry can bill supported inference to customer Azure subscription; Vertex integration not established.",
            "byo_pricing: Unknown for byo_pricing. Provider configuration is documented; commercial BYO discounts and complete feature parity across every provider remain unknown. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers?format=html, https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic?format=html. No additional scoped evidence established this answer.",
            "byo_restrictions: Alpha direct image input currently requires Cohere models. Foundry lacks North Large/sparse and Compass keyless model authentication; complete per-provider feature parity remains unknown."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-134-20261026",
            "cohere-north:cohere-north:n-doc-177-20261026",
            "cohere-north:cohere-north:n-doc-135-20261026",
            "cohere-north:cohere-north:n-doc-218-20261026",
            "cohere-north:cohere-north:n-doc-14-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:MOD-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Operators can configure customer model endpoints and credentials through GraphQL.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "own_api_keys",
              "question": "Can the customer use its own provider API keys?",
              "support": "supported",
              "answer": "ExternalLanguageModel accepts provider API credentials stored encrypted as immutable write-only values; OAuth2 is also documented.",
              "evidenceIds": [
                "unique-ai:unique-ai:customllm"
              ]
            },
            {
              "id": "own_cloud_contract",
              "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?",
              "support": "partial",
              "answer": "Custom Azure OpenAI deployment examples specify customer endpoint, deployment, API version and token. Compliance docs mention Bedrock; exact supported Bedrock/Vertex contract routes need deployment scoping.",
              "evidenceIds": [
                "unique-ai:unique-ai:customllm",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "custom_endpoint",
              "question": "Can an admin add any OpenAI-compatible endpoint?",
              "support": "partial",
              "answer": "Documents self/cloud-hosted LXM endpoints and an Azure-compatible connection object. Universal support for any OpenAI-compatible endpoint is not guaranteed.",
              "evidenceIds": [
                "unique-ai:unique-ai:customllm"
              ]
            },
            {
              "id": "byo_pricing",
              "question": "Does BYO change the licence price?",
              "support": "unknown",
              "answer": "Does BYO change the licence price? Unknown. BYO licence discounts, provider-by-provider contract onboarding and a full tool/RAG/embedding parity matrix are not public.",
              "evidenceIds": []
            },
            {
              "id": "byo_restrictions",
              "question": "Which features stop working with BYO?",
              "support": "partial",
              "answer": "Azure Chat Code Execution requires compatible Azure Responses models; switching a custom model group name/deleting an in-use group can break configured assistants.",
              "evidenceIds": [
                "unique-ai:unique-ai:customllm",
                "unique-ai:unique-ai:code"
              ]
            }
          ],
          "limitations": [
            "BYO licence discounts, provider-by-provider contract onboarding and a full tool/RAG/embedding parity matrix are not public."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:customllm",
            "unique-ai:unique-ai:compliance",
            "unique-ai:unique-ai:code"
          ]
        }
      ]
    },
    {
      "id": "MOD-04",
      "title": "Local and self-hosted models",
      "group": {
        "id": 1,
        "name": "Models"
      },
      "judgment": "Record support for models running in the customer's environment (vLLM, Ollama, TGI or similar) and which features work with them: chat, RAG, tools, embeddings. Distinguish a documented, supported route from a generic endpoint that happens to work.",
      "questions": [
        {
          "id": "self_hosted_chat",
          "question": "Can chat use a customer-hosted model?"
        },
        {
          "id": "self_hosted_embeddings",
          "question": "Can retrieval use customer-hosted embeddings?"
        },
        {
          "id": "feature_parity",
          "question": "Which features fail with self-hosted models?"
        },
        {
          "id": "vendor_hosted_open_models",
          "question": "Does the vendor host open-weight models in EU/CH?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:MOD-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North chat and retrieval models can run in customer infrastructure.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "self_hosted_chat",
              "question": "Can chat use a customer-hosted model?",
              "support": "supported",
              "answer": "Customer Cohere serving containers and vLLM endpoints are supported; independent model chart deploys generative services in customer GPU clusters.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-177",
                "cohere-north:cohere-north:n-doc-168"
              ]
            },
            {
              "id": "self_hosted_embeddings",
              "question": "Can retrieval use customer-hosted embeddings?",
              "support": "partial",
              "answer": "Packed Compass provides local dense embeddings, sparse and rerank. Operator connects North/Compass to these services; arbitrary embedding model compatibility was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-168"
              ]
            },
            {
              "id": "feature_parity",
              "question": "Which features fail with self-hosted models?",
              "support": "partial",
              "answer": "Local visual processing needs parser/GPU deployment; hosted search/MCP needs egress. Foundry lacks sparse/North Large, so mixed inference required there. No full disconnected parity matrix retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-14",
                "cohere-north:cohere-north:n-doc-126",
                "cohere-north:cohere-north:n-doc-218"
              ]
            },
            {
              "id": "vendor_hosted_open_models",
              "question": "Does the vendor host open-weight models in EU/CH?",
              "support": "unknown",
              "answer": "Unknown for vendor_hosted_open_models. Self-hosted Cohere models and Compass are documented; arbitrary embedding-model compatibility and a Cohere-operated EU/CH open-model hosting SKU were not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: vendor_hosted_open_models."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-177",
            "cohere-north:cohere-north:n-doc-168",
            "cohere-north:cohere-north:n-doc-14",
            "cohere-north:cohere-north:n-doc-126",
            "cohere-north:cohere-north:n-doc-218"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:MOD-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The platform documents custom model and embedding connections. Tool parity depends on the selected route: Code Execution lists Azure and LiteLLM OpenAI compatibility, while arbitrary self-hosted model parity is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; custom-model/embedding connectors and optional Code Execution availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "self_hosted_chat",
              "question": "Can chat use a customer-hosted model?",
              "support": "supported",
              "answer": "Custom LXM and on-premises architecture allow customer-hosted model connections. Models, endpoint compatibility and enabled modules are selected for the contracted deployment.",
              "evidenceIds": [
                "unique-ai:unique-ai:customllm",
                "unique-ai:unique-ai:onpremsecurity"
              ]
            },
            {
              "id": "self_hosted_embeddings",
              "question": "Can retrieval use customer-hosted embeddings?",
              "support": "partial",
              "answer": "An instance maintainer can configure embedding endpoint, key and deployment; the operator overview allows self-hosted embeddings. Supported non-Azure runtimes and a particular customer configuration were not verified.",
              "evidenceIds": [
                "unique-ai:unique-ai:embeddings",
                "unique-ai:unique-ai:operators"
              ]
            },
            {
              "id": "feature_parity",
              "question": "Which features fail with self-hosted models?",
              "support": "partial",
              "answer": "Changing embeddings requires re-embedding existing files. The Code Execution compatibility section explicitly lists Azure Responses-capable IDs and LiteLLM OpenAI IDs, so no blanket Azure-only restriction is asserted. Its introduction/security section describes an Azure sandbox; the actual LiteLLM execution route and parity for arbitrary self-hosted models remain unverified.",
              "evidenceIds": [
                "unique-ai:unique-ai:embeddings",
                "unique-ai:unique-ai:review2-code"
              ]
            },
            {
              "id": "vendor_hosted_open_models",
              "question": "Does the vendor host open-weight models in EU/CH?",
              "support": "partial",
              "answer": "The model catalogue describes Swiss Phoeniqs open models in QA only, not the UAT01/Prod offer. Production entitlement to a vendor-hosted Swiss open model was not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-models"
              ]
            }
          ],
          "limitations": [
            "Code Execution has a listed Responses-capability/model matrix, not universal support for every custom-hosted model. Azure sandbox controls are not extended to every LiteLLM route.",
            "No customer runtime or feature-parity fixture was used; QA-only Phoeniqs is not presented as GA."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:customllm",
            "unique-ai:unique-ai:onpremsecurity",
            "unique-ai:unique-ai:embeddings",
            "unique-ai:unique-ai:operators",
            "unique-ai:unique-ai:review2-code",
            "unique-ai:unique-ai:review2-models"
          ]
        }
      ]
    },
    {
      "id": "MOD-05",
      "title": "Model control and usage limits",
      "group": {
        "id": 1,
        "name": "Models"
      },
      "judgment": "Record admin allow-lists per group, default models, restrictions on which models may see which data, and per-user rate or fair-use limits. Test one restriction with two users in different groups. Record limits as enforced stops, warnings or undocumented fair use.",
      "questions": [
        {
          "id": "model_allowlist_by_group",
          "question": "Can admins limit models per group?"
        },
        {
          "id": "data_bound_models",
          "question": "Can admins restrict which models receive connector or knowledge content?"
        },
        {
          "id": "default_model",
          "question": "Can admins set the default model?"
        },
        {
          "id": "user_limits",
          "question": "What per-user message or token limits apply, and are they published?"
        },
        {
          "id": "limit_behaviour",
          "question": "What happens when a limit is reached?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:MOD-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Group model controls have additive and shared-agent exceptions; alpha limits require deployment.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform 2.0.1; alpha model RBAC and Flow control; Models UI separately Beta",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "model_allowlist_by_group",
              "question": "Can admins limit models per group?",
              "support": "supported",
              "answer": "Beta Models UI configures provider/model user/group access; alpha model RBAC must be enabled. Provider OR model grants access, admins bypass; shared agents use owner permissions, not each recipient.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-134-20261026",
                "cohere-north:cohere-north:n-doc-18-20261026"
              ]
            },
            {
              "id": "data_bound_models",
              "question": "Can admins restrict which models receive connector or knowledge content?",
              "support": "unknown",
              "answer": "Unknown for data_bound_models. Model RBAC and alpha rate limits are documented; content-bound model exclusion and measured enforcement were not tested. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents?format=html, https://private.docs.cohere.com/north/docs/admin/flow-control?format=html. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "default_model",
              "question": "Can admins set the default model?",
              "support": "supported",
              "answer": "Group defaults precede Default tier and deployment default. Aliases are per deployment and initially empty.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-134-20261026"
              ]
            },
            {
              "id": "user_limits",
              "question": "What per-user message or token limits apply, and are they published?",
              "support": "partial",
              "answer": "Alpha Flow control supports requests/input/output tokens by user/group/model/source/provider and time window. Limits default unlimited; no fixed commercial message allowance was retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-137-20261026"
              ]
            },
            {
              "id": "limit_behaviour",
              "question": "What happens when a limit is reached?",
              "support": "partial",
              "answer": "Configured limits block until window resets. Enforcement requires Helm proxy services; UI alone does nothing. Failure policy may allow or deny requests and token estimation is optional; actual overshoot untested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-137-20261026"
              ]
            }
          ],
          "limitations": [
            "data_bound_models: Unknown for data_bound_models. Model RBAC and alpha rate limits are documented; content-bound model exclusion and measured enforcement were not tested. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents?format=html, https://private.docs.cohere.com/north/docs/admin/flow-control?format=html. No additional scoped evidence established this answer.",
            "user_limits: Alpha Flow control supports requests/input/output tokens by user/group/model/source/provider and time window. Limits default unlimited; no fixed commercial message allowance was retrieved.",
            "limit_behaviour: Configured limits block until window resets. Enforcement requires Helm proxy services; UI alone does nothing. Failure policy may allow or deny requests and token estimation is optional; actual overshoot untested."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-134-20261026",
            "cohere-north:cohere-north:n-doc-18-20261026",
            "cohere-north:cohere-north:n-doc-137-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:MOD-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Models and knowledge/tools are configured per access-controlled Space; optional beta daily spending caps block calls.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "model_allowlist_by_group",
              "question": "Can admins limit models per group?",
              "support": "partial",
              "answer": "Admins bind deployed/approved models to Spaces and grant people/groups space access. Direct per-group model lists across all chats are not documented.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "data_bound_models",
              "question": "Can admins restrict which models receive connector or knowledge content?",
              "support": "partial",
              "answer": "A Space binds one model, selected KB sources and tools, and people/group access. A global connector-content model policy is not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "default_model",
              "question": "Can admins set the default model?",
              "support": "supported",
              "answer": "Administrators select the model for each Space.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "user_limits",
              "question": "What per-user message or token limits apply, and are they published?",
              "support": "partial",
              "answer": "Off-by-default beta cost management supports daily USD limits at company/group/user levels, reset at user-local midnight. Public fixed token/message quotas are not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost"
              ]
            },
            {
              "id": "limit_behaviour",
              "question": "What happens when a limit is reached?",
              "support": "supported",
              "answer": "With limits enabled, the next model call is blocked when daily spend reaches the cap. Most permissive group limit wins unless a user override exists.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost"
              ]
            }
          ],
          "limitations": [
            "No two-group restriction fixture was run. Exact contract token/message limits, platform-wide model allow-lists and provider data-routing policy remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:cost"
          ]
        }
      ]
    },
    {
      "id": "KNOW-01",
      "title": "Files in chat",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "Record supported formats, size and count limits, scanned-PDF OCR, tables and spreadsheets, images inside documents, and whether a file is read in full or retrieved in chunks. Upload the shared fixture set (long German PDF, scanned contract, Excel with formulas, PowerPoint) and record failures.",
      "questions": [
        {
          "id": "formats",
          "question": "Which formats are accepted?"
        },
        {
          "id": "limits",
          "question": "What size and count limits apply per file and chat?"
        },
        {
          "id": "ocr",
          "question": "Are scanned PDFs read?"
        },
        {
          "id": "spreadsheets",
          "question": "Are Excel tables read with structure intact?"
        },
        {
          "id": "full_vs_chunked",
          "question": "Is the whole file used or only retrieved parts, and does the user see which?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Broad file formats and optional OCR are documented; the effective My files size limit for a deployment remains unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "formats",
              "question": "Which formats are accepted?",
              "support": "supported",
              "answer": "Office/PDF/text/HTML/email/JSON/XML/EPUB and tabular formats; common images, audio/video with parser enabled. Upload/index support differs from preview and individual vision model support.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-73-20261026",
                "cohere-north:cohere-north:n-doc-14-20261026"
              ]
            },
            {
              "id": "limits",
              "question": "What size and count limits apply per file and chat?",
              "support": "partial",
              "answer": "The effective My files default is unknown: its dedicated guide states 50 MB/file subject to configuration, while Supported files describes a 100 MB limit across all files. Neither is asserted as the verified deployment limit. Separately, chat images are limited to 20/message, 5 MB/image and 20 MB total; the supported-files guide lists 500 MB for SharePoint/OneDrive.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-66-20261026",
                "cohere-north:cohere-north:n-doc-73-20261026",
                "cohere-north:cohere-north:n-doc-1-20261026"
              ]
            },
            {
              "id": "ocr",
              "question": "Are scanned PDFs read?",
              "support": "partial",
              "answer": "Vision parser can OCR scanned PDFs and extract visual tables; alpha setup requires smart parser and hosted vision parser. More than500 visual pages fall back to pure text processing. No scan test run.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-14-20261026",
                "cohere-north:cohere-north:n-doc-100-20261026"
              ]
            },
            {
              "id": "spreadsheets",
              "question": "Are Excel tables read with structure intact?",
              "support": "partial",
              "answer": "The supported-files guide says spreadsheet rows are not indexed for ordinary search and requires Data Interpreter for tabular prompts. Beta Skills also provide spreadsheet/CSV file operations through the code sandbox. Workbook formula/structure fidelity has not been tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-73-20261026",
                "cohere-north:cohere-north:n-doc-12-20261026",
                "cohere-north:cohere-north:north-release-html-20261026"
              ]
            },
            {
              "id": "full_vs_chunked",
              "question": "Is the whole file used or only retrieved parts, and does the user see which?",
              "support": "unknown",
              "answer": "The SharePoint and OneDrive implementation guides remain inaccessible in Markdown, HTML and page-level index forms on 2026-10-26. Retrieved My files and multimodality guides do not establish universal full-file/chunk thresholds or prompt-context disclosure. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/get-started/supported-files?format=html, https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality?format=html, https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home?format=html. No additional scoped evidence established this answer.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "limits: The effective My files default is unknown: its dedicated guide states 50 MB/file subject to configuration, while Supported files describes a 100 MB limit across all files. Neither is asserted as the verified deployment limit. Separately, chat images are limited to 20/message, 5 MB/image and 20 MB total; the supported-files guide lists 500 MB for SharePoint/OneDrive.",
            "ocr: Vision parser can OCR scanned PDFs and extract visual tables; alpha setup requires smart parser and hosted vision parser. More than500 visual pages fall back to pure text processing. No scan test run.",
            "spreadsheets: The supported-files guide says spreadsheet rows are not indexed for ordinary search and requires Data Interpreter for tabular prompts. Beta Skills also provide spreadsheet/CSV file operations through the code sandbox. Workbook formula/structure fidelity has not been tested.",
            "full_vs_chunked: The SharePoint and OneDrive implementation guides remain inaccessible in Markdown, HTML and page-level index forms on 2026-10-26. Retrieved My files and multimodality guides do not establish universal full-file/chunk thresholds or prompt-context disclosure. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/get-started/supported-files?format=html, https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality?format=html, https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home?format=html. No additional scoped evidence established this answer."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-73-20261026",
            "cohere-north:cohere-north:n-doc-14-20261026",
            "cohere-north:cohere-north:n-doc-66-20261026",
            "cohere-north:cohere-north:n-doc-1-20261026",
            "cohere-north:cohere-north:n-doc-100-20261026",
            "cohere-north:cohere-north:n-doc-12-20261026",
            "cohere-north:cohere-north:north-release-html-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Chat upload defaults are 512 MB/file and 30 files/batch, with source retrieval for large documents.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "formats",
              "question": "Which formats are accepted?",
              "support": "supported",
              "answer": "Chat supports PDF, DOCX, XLSX, PPTX, CSV, HTML, MD and TXT; PNG/JPEG when enabled per Space.",
              "evidenceIds": [
                "unique-ai:unique-ai:files"
              ]
            },
            {
              "id": "limits",
              "question": "What size and count limits apply per file and chat?",
              "support": "partial",
              "answer": "Production Chat defaults 512 MB/file, 30 files/upload. Code Execution has separate 100 MB and 10-file limits. Environment overrides and aggregate chat caps need tenant confirmation.",
              "evidenceIds": [
                "unique-ai:unique-ai:files",
                "unique-ai:unique-ai:code"
              ]
            },
            {
              "id": "ocr",
              "question": "Are scanned PDFs read?",
              "support": "partial",
              "answer": "The file-ingestion guide explicitly distinguishes methods: Base Unique Ingestion does not support image-based scanned PDFs, MDI supports them, and Docling has partial support. MDI must be provisioned and enabled for the folder or in the chat Space ingestion settings. Experimental image-content extraction and deprecated agentic ingestion are separate. No scanned-document fixture or accuracy measurement was run.",
              "evidenceIds": [
                "unique-ai:unique-ai:file-ingestion-20261026"
              ]
            },
            {
              "id": "spreadsheets",
              "question": "Are Excel tables read with structure intact?",
              "support": "partial",
              "answer": "Chat guide says default extraction can fail beyond 5,000 rows x 100 columns. General format guide lists 1,000 x 40; formulas and structure retention were not tested.",
              "evidenceIds": [
                "unique-ai:unique-ai:files",
                "unique-ai:unique-ai:filetypes"
              ]
            },
            {
              "id": "full_vs_chunked",
              "question": "Is the whole file used or only retrieved parts, and does the user see which?",
              "support": "supported",
              "answer": "Checked uploads force retrieval each turn. Large files contribute selected chunks, not necessarily the full file, and users do not see full coverage. Experimental full-PDF mode is separate.",
              "evidenceIds": [
                "unique-ai:unique-ai:files"
              ]
            }
          ],
          "limitations": [
            "Configured scanned-PDF OCR is documented: MDI supports image-based PDFs, Docling has partial support, and Base Unique Ingestion does not support them. MDI must be provisioned and enabled for the folder or chat Space.",
            "Scanned-PDF accuracy, formula preservation, embedded-figure extraction and shared fixture outcomes were not measured. Older general ingestion limits differ from current production chat defaults."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "unique-ai:unique-ai:files",
            "unique-ai:unique-ai:code",
            "unique-ai:unique-ai:filetypes",
            "unique-ai:unique-ai:file-ingestion-20261026"
          ]
        }
      ]
    },
    {
      "id": "KNOW-02",
      "title": "Knowledge bases and shared collections",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "Record curated document collections that persist across chats, who can create and share them, size limits, and how they attach to assistants. Distinguish personal, group and organisation-wide scope.",
      "questions": [
        {
          "id": "persistent_collections",
          "question": "Can users keep document collections across chats?"
        },
        {
          "id": "sharing_scope",
          "question": "Can collections be shared with users, groups or the whole organisation?"
        },
        {
          "id": "size_limits",
          "question": "What are the collection limits?"
        },
        {
          "id": "assistant_binding",
          "question": "Can collections be bound to an assistant?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Beta Libraries persist shared source collections; alpha Projects are separate private workspaces.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform 2.0.1; alpha Projects; Libraries separately Beta",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "persistent_collections",
              "question": "Can users keep document collections across chats?",
              "support": "supported",
              "answer": "Libraries reuse uploaded/My files/Google/Microsoft collections across agents/chats/nodes. Alpha Projects index separate private project files.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-42-20261026",
                "cohere-north:cohere-north:n-doc-11-20261026"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can collections be shared with users, groups or the whole organisation?",
              "support": "supported",
              "answer": "Libraries support user/group/company access with source-dependent roles; Outlook/Exchange remain private. Attaching library to shared agent does not grant library access.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-42-20261026",
                "cohere-north:cohere-north:n-doc-133-20261026"
              ]
            },
            {
              "id": "size_limits",
              "question": "What are the collection limits?",
              "support": "partial",
              "answer": "Alpha Projects default to a 2 GiB aggregate allowance per user across projects. Beta Libraries/uploads use administrator-configured file-size/count settings; complete effective deployment limits were not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-11-20261026",
                "cohere-north:cohere-north:n-doc-42-20261026",
                "cohere-north:cohere-north:n-doc-66-20261026"
              ]
            },
            {
              "id": "assistant_binding",
              "question": "Can collections be bound to an assistant?",
              "support": "supported",
              "answer": "Agent Resources bind persistent libraries; composer attachment applies to one chat only. Shared recipients must already have library Viewer access.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-42-20261026",
                "cohere-north:cohere-north:n-doc-18-20261026"
              ]
            }
          ],
          "limitations": [
            "size_limits: Alpha Projects default to a 2 GiB aggregate allowance per user across projects. Beta Libraries/uploads use administrator-configured file-size/count settings; complete effective deployment limits were not retrieved."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-42-20261026",
            "cohere-north:cohere-north:n-doc-11-20261026",
            "cohere-north:cohere-north:n-doc-133-20261026",
            "cohere-north:cohere-north:n-doc-66-20261026",
            "cohere-north:cohere-north:n-doc-18-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Knowledge folders persist and can be scoped to users/groups and bound to Spaces.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "persistent_collections",
              "question": "Can users keep document collections across chats?",
              "support": "supported",
              "answer": "Ingested content lives in knowledge-base folders/scopes beyond a chat.",
              "evidenceIds": [
                "unique-ai:unique-ai:kbpermissions"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can collections be shared with users, groups or the whole organisation?",
              "support": "supported",
              "answer": "ScopeAccess grants users or groups read/write access. A flat folder permission does not automatically grant subfolder access.",
              "evidenceIds": [
                "unique-ai:unique-ai:kbpermissions"
              ]
            },
            {
              "id": "size_limits",
              "question": "What are the collection limits?",
              "support": "unknown",
              "answer": "What are the collection limits? Unknown. Public total collection/document/token caps and organisation-wide sharing defaults are not specified; chat-only uploads are separately private and expiring.",
              "evidenceIds": []
            },
            {
              "id": "assistant_binding",
              "question": "Can collections be bound to an assistant?",
              "support": "supported",
              "answer": "Space Internal Search binds selected folders/files and further narrows user permissions.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            }
          ],
          "limitations": [
            "Public total collection/document/token caps and organisation-wide sharing defaults are not specified; chat-only uploads are separately private and expiring."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:kbpermissions",
            "unique-ai:unique-ai:agent"
          ]
        }
      ]
    },
    {
      "id": "KNOW-03",
      "title": "Enterprise connectors",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "List each connector separately with plan, availability and setup owner: SharePoint, OneDrive, Outlook, Teams, Google Drive, Gmail, Confluence, Jira, Notion, Box, Salesforce, ServiceNow, file shares. Record whether the vendor or a third party (or the customer via MCP) provides it, and whether it needs admin consent. A connector listed on a roadmap or partner page is `announced`. An on-prem connector or gateway proves access to local data, not a self-hosted platform (DATA-02).",
      "questions": [
        {
          "id": "microsoft_365",
          "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?"
        },
        {
          "id": "google_workspace",
          "question": "Which Google sources are connected?"
        },
        {
          "id": "atlassian",
          "question": "Confluence and Jira?"
        },
        {
          "id": "other_systems",
          "question": "Which other business systems?"
        },
        {
          "id": "on_prem_sources",
          "question": "Can on-prem file shares or databases be connected?"
        },
        {
          "id": "connector_provider",
          "question": "Who builds and maintains each connector?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North has first-party connectors, custom MCP and an on-prem SharePoint Server path.",
          "availability": "unknown",
          "delivery": "official-integration",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North 2.0.1; Notion/Linear first-party MCP Beta; SharePoint Server Alpha; other connector states per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "microsoft_365",
              "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?",
              "support": "partial",
              "answer": "The North 2 announcement names SharePoint, OneDrive, Outlook and Exchange. The October 16 release separately documents read-only Outlook Calendar as alpha. Teams connector entitlement was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:north2-launch-20261026",
                "cohere-north:cohere-north:north-release-html-20261026"
              ]
            },
            {
              "id": "google_workspace",
              "question": "Which Google sources are connected?",
              "support": "partial",
              "answer": "The retrieved sync guide distinguishes indexed Google Drive Libraries from live Full Access Drive queries. Gmail is documented, but its storage/sync behavior remains unknown because the Syncing and Sharing guides disagree. Google Calendar was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-151-20261026",
                "cohere-north:cohere-north:n-doc-152-20261026",
                "cohere-north:cohere-north:north-release-html-20261026"
              ]
            },
            {
              "id": "atlassian",
              "question": "Confluence and Jira?",
              "support": "partial",
              "answer": "North 2 names Jira among its connectors. Versioned release notes remove the legacy Jira path in 2.0; no Confluence connector entitlement was established.",
              "evidenceIds": [
                "cohere-north:cohere-north:north2-launch-20261026",
                "cohere-north:cohere-north:north-release-html-20261026"
              ]
            },
            {
              "id": "other_systems",
              "question": "Which other business systems?",
              "support": "partial",
              "answer": "The current North 2 announcement names Slack, Linear, Notion and GitHub. The October 16 release describes Salesforce and PitchBook as alpha features. Customer/third-party MCP connections remain separately configured and licensed.",
              "evidenceIds": [
                "cohere-north:cohere-north:north2-launch-20261026",
                "cohere-north:cohere-north:north-release-html-20261026",
                "cohere-north:cohere-north:n-doc-126-20261026"
              ]
            },
            {
              "id": "on_prem_sources",
              "question": "Can on-prem file shares or databases be connected?",
              "support": "partial",
              "answer": "The SharePoint Server connector setup is explicitly Alpha. Customer in-network MCP may expose other systems; a native SMB/database inventory and its source-permission guarantees remain unverified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-53-20261026",
                "cohere-north:cohere-north:n-doc-126-20261026"
              ]
            },
            {
              "id": "connector_provider",
              "question": "Who builds and maintains each connector?",
              "support": "partial",
              "answer": "Cohere documents its North connector families and a distinct customer/third-party remote MCP setup. Exact connector-specific maintenance and service commitments require the applicable contract.",
              "evidenceIds": [
                "cohere-north:cohere-north:north2-launch-20261026",
                "cohere-north:cohere-north:n-doc-126-20261026"
              ]
            }
          ],
          "limitations": [
            "microsoft_365: The North 2 announcement names SharePoint, OneDrive, Outlook and Exchange. The October 16 release separately documents read-only Outlook Calendar as alpha. Teams connector entitlement was not established.",
            "google_workspace: The retrieved sync guide distinguishes indexed Google Drive Libraries from live Full Access Drive queries. Gmail is documented, but its storage/sync behavior remains unknown because the Syncing and Sharing guides disagree. Google Calendar was not established.",
            "atlassian: North 2 names Jira among its connectors. Versioned release notes remove the legacy Jira path in 2.0; no Confluence connector entitlement was established.",
            "other_systems: The current North 2 announcement names Slack, Linear, Notion and GitHub. The October 16 release describes Salesforce and PitchBook as alpha features. Customer/third-party MCP connections remain separately configured and licensed.",
            "on_prem_sources: The SharePoint Server connector setup is explicitly Alpha. Customer in-network MCP may expose other systems; a native SMB/database inventory and its source-permission guarantees remain unverified.",
            "connector_provider: Cohere documents its North connector families and a distinct customer/third-party remote MCP setup. Exact connector-specific maintenance and service commitments require the applicable contract."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:north2-launch-20261026",
            "cohere-north:cohere-north:north-release-html-20261026",
            "cohere-north:cohere-north:n-doc-151-20261026",
            "cohere-north:cohere-north:n-doc-152-20261026",
            "cohere-north:cohere-north:n-doc-126-20261026",
            "cohere-north:cohere-north:n-doc-53-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Indexed SharePoint and Confluence are documented. Current architecture also names Google Drive/Salesforce, and release notes describe Salesforce/Yahoo Finance MCP connector dashboards; detailed entitlements and source permissions remain connector-specific.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "mcp"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "mcp",
                "name": "Unique MCP Hub and Knowledge Base MCP",
                "type": "mcp"
              }
            ]
          },
          "questions": [
            {
              "id": "microsoft_365",
              "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?",
              "support": "partial",
              "answer": "SharePoint Online connector copies selected content with application consent and optional permission sync. Platform documentation also exposes Teams and Outlook MCP operator guides, but their exact contracted scope and OneDrive coverage were not verified.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint"
              ]
            },
            {
              "id": "google_workspace",
              "question": "Which Google sources are connected?",
              "support": "partial",
              "answer": "The current Platform Overview names Google Drive as a Knowledge Source feeding the Knowledge Base. It does not establish Gmail/Calendar coverage, a deployment guide, source consent scopes or inclusion in a particular customer contract. This is a documented architecture listing, not an observed enabled connector.",
              "evidenceIds": [
                "unique-ai:unique-ai:platform-overview-20261026"
              ]
            },
            {
              "id": "atlassian",
              "question": "Confluence and Jira?",
              "support": "partial",
              "answer": "Official Confluence connector supports Cloud and Data Center; Jira connector coverage was not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:confluence"
              ]
            },
            {
              "id": "other_systems",
              "question": "Which other business systems?",
              "support": "partial",
              "answer": "Release 2026.40 names Salesforce and Yahoo Finance as examples in GA MCP connector dashboards that admins can list, enable and sign in to. Platform Overview also names Salesforce as a Knowledge Source. Exact origin implementation, connector rights, credentials and commercial inclusion vary by configured connector and contract.",
              "evidenceIds": [
                "unique-ai:unique-ai:release40-20261026",
                "unique-ai:unique-ai:platform-overview-20261026"
              ]
            },
            {
              "id": "on_prem_sources",
              "question": "Can on-prem file shares or databases be connected?",
              "support": "partial",
              "answer": "Confluence Data Center sources are supported via REST. Generic file-share/database connector scope was not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:confluence"
              ]
            },
            {
              "id": "connector_provider",
              "question": "Who builds and maintains each connector?",
              "support": "supported",
              "answer": "Unique publishes Kubernetes operator guides for SharePoint and Confluence; client IT supplies source credentials, consent, scope and deployment configuration.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:confluence"
              ]
            }
          ],
          "limitations": [
            "Architecture labels and release examples do not prove that every source is enabled or included in every contract.",
            "Future items on the roadmap are not promoted to current connector support.",
            "No source-connection or two-user permission fixture was run."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "unique-ai:unique-ai:sharepoint",
            "unique-ai:unique-ai:confluence",
            "unique-ai:unique-ai:platform-overview-20261026",
            "unique-ai:unique-ai:release40-20261026"
          ]
        }
      ]
    },
    {
      "id": "KNOW-04",
      "title": "Permission-aware retrieval",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "Using two test users, verify that a restricted document in the fixture tenant is never cited or summarised for the user without access, including after a permission change. Record whether permissions are enforced at query time by the source system, mirrored into an index, or not enforced. Record the propagation delay of a revocation.",
      "questions": [
        {
          "id": "source_permissions_respected",
          "question": "Are source permissions enforced per user?"
        },
        {
          "id": "enforcement_point",
          "question": "Does the source system, a mirrored index or nothing enforce them?"
        },
        {
          "id": "revocation_delay",
          "question": "How quickly does a removed permission take effect?"
        },
        {
          "id": "admin_scope_controls",
          "question": "Can admins exclude sites, folders or labels?"
        },
        {
          "id": "sensitivity_labels",
          "question": "Are Microsoft Purview or similar labels respected?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Indexed retrieval adds runtime source checks; shared snapshots have a separate visibility boundary.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "source_permissions_respected",
              "question": "Are source permissions enforced per user?",
              "support": "partial",
              "answer": "Atlas retrieval checks agent scope and user source access; permission-check errors exclude files. This does not re-protect already generated shared chat snapshots; no ACL fixture run.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-152",
                "cohere-north:cohere-north:n-doc-4"
              ]
            },
            {
              "id": "enforcement_point",
              "question": "Does the source system, a mirrored index or nothing enforce them?",
              "support": "supported",
              "answer": "Compass retrieves indexed candidates, then Atlas/source API checks filter permissioned documents. Google Drive Full Access queries source directly; local uploads use North sharing rules.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-152",
                "cohere-north:cohere-north:n-doc-151"
              ]
            },
            {
              "id": "revocation_delay",
              "question": "How quickly does a removed permission take effect?",
              "support": "partial",
              "answer": "Authorization guide claims external permission changes apply immediately; token/group membership refresh and caches are separate. No measured revocation SLA or fixture.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-149",
                "cohere-north:cohere-north:n-doc-111"
              ]
            },
            {
              "id": "admin_scope_controls",
              "question": "Can admins exclude sites, folders or labels?",
              "support": "partial",
              "answer": "Selected sites/folders/files scope Atlas ingestion; library and tool grants scope users/groups. Label-based exclusions not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-64",
                "cohere-north:cohere-north:n-doc-42",
                "cohere-north:cohere-north:n-doc-126"
              ]
            },
            {
              "id": "sensitivity_labels",
              "question": "Are Microsoft Purview or similar labels respected?",
              "support": "unknown",
              "answer": "Unknown for sensitivity_labels. No two-user ACL revocation or sensitivity-label fixture was run; source API permission claims remain documented, not observed.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: sensitivity_labels."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-152",
            "cohere-north:cohere-north:n-doc-4",
            "cohere-north:cohere-north:n-doc-151",
            "cohere-north:cohere-north:n-doc-149",
            "cohere-north:cohere-north:n-doc-111",
            "cohere-north:cohere-north:n-doc-64",
            "cohere-north:cohere-north:n-doc-42",
            "cohere-north:cohere-north:n-doc-126"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "SharePoint permission mirroring is optional; Confluence does not synchronise source permissions.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "source_permissions_respected",
              "question": "Are source permissions enforced per user?",
              "support": "partial",
              "answer": "SharePoint content_and_permissions mirrors source rights, while content_only uses Unique scope rules. Confluence explicitly has no source-permission sync, so Unique folder access needs configuration.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:confluence"
              ]
            },
            {
              "id": "enforcement_point",
              "question": "Does the source system, a mirrored index or nothing enforce them?",
              "support": "supported",
              "answer": "Indexed content is filtered through Unique user/group ScopeAccess. This is not source-system live query-time enforcement.",
              "evidenceIds": [
                "unique-ai:unique-ai:kbpermissions",
                "unique-ai:unique-ai:sharepoint"
              ]
            },
            {
              "id": "revocation_delay",
              "question": "How quickly does a removed permission take effect?",
              "support": "partial",
              "answer": "SharePoint source rights refresh periodically, default scans 15 minutes. Internal gatekeeper changes usually propagate under one second but have no hard upper bound; degraded/missed broadcasts can leave old rules active.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:permissioncache"
              ]
            },
            {
              "id": "admin_scope_controls",
              "question": "Can admins exclude sites, folders or labels?",
              "support": "supported",
              "answer": "Admins allow SharePoint sites/libraries and require a sync flag, Confluence labels, and Space KB restrictions.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:confluence",
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "sensitivity_labels",
              "question": "Are Microsoft Purview or similar labels respected?",
              "support": "partial",
              "answer": "July SharePoint connector explicitly excludes sensitivity/classification-level detection. Separately, release2026.42 documents experimental Purview-protected-file decryption using uploader rights, gated by MIP_DECRYPTION_ENABLED and Entra/operator changes. This is not proof of general label-policy enforcement.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42",
                "unique-ai:unique-ai:sharepoint"
              ]
            }
          ],
          "limitations": [
            "No two-user restricted-document/revocation fixture was run. End-to-end revocation SLA and label enforcement are not established. Older folder-permissions documentation says SharePoint never mirrors permissions, conflicting with the newer optional-sync guide."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:sharepoint",
            "unique-ai:unique-ai:confluence",
            "unique-ai:unique-ai:kbpermissions",
            "unique-ai:unique-ai:permissioncache",
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:release42"
          ]
        }
      ]
    },
    {
      "id": "KNOW-05",
      "title": "Freshness and sync model",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "Record live (federated) search versus a copied index, sync interval, deletion propagation, and where the index is stored. Edit and delete one fixture document and record when answers change. A copied index adds storage location to DATA-01.",
      "questions": [
        {
          "id": "live_or_indexed",
          "question": "Is content searched live or copied into an index?"
        },
        {
          "id": "sync_interval",
          "question": "How often does an index refresh?"
        },
        {
          "id": "deletion_propagation",
          "question": "How quickly does a deleted document disappear?"
        },
        {
          "id": "index_location",
          "question": "Where is indexed content stored?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Atlas file connectors copy selected content to Compass; Drive Full Access uses live API calls. Effective Gmail storage/sync behavior remains unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "live_or_indexed",
              "question": "Is content searched live or copied into an index?",
              "support": "partial",
              "answer": "Atlas file connectors copy selected files to Compass. Google Drive Full Access calls the live API instead. Gmail storage is unknown: the Data Syncing guide says no Compass copy by default, while Data Sharing and the tools overview describe stored/synced email. No live-only Gmail guarantee is asserted.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-151-20261026",
                "cohere-north:cohere-north:n-doc-152-20261026",
                "cohere-north:cohere-north:n-doc-33"
              ]
            },
            {
              "id": "sync_interval",
              "question": "How often does an index refresh?",
              "support": "partial",
              "answer": "The accessible Data Syncing guide describes periodic Atlas updates and source changes appearing within minutes to hours depending on volume. Drive Full Access is request-time. The previously cited SharePoint/OneDrive 10-minute implementation detail could not be re-retrieved and is not asserted.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-151-20261026"
              ]
            },
            {
              "id": "deletion_propagation",
              "question": "How quickly does a deleted document disappear?",
              "support": "unknown",
              "answer": "The source-specific SharePoint/OneDrive implementation and Data Deletion pages remain inaccessible in public Markdown/HTML/index forms. General sync documentation does not establish a bounded delete-to-answer or purge interval. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/security/data-syncing?format=html, https://private.docs.cohere.com/north/docs/security/data-sharing?format=html, https://private.docs.cohere.com/north/docs/get-started/tools-overview.md. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "index_location",
              "question": "Where is indexed content stored?",
              "support": "partial",
              "answer": "Compass runs with the customer-controlled North deployment, whose cloud/on-premise placement is selected by the operator. Foundry inference is separately routed to the customer Azure subscription. A universal vendor-hosted index country is not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-165-20261026",
                "cohere-north:cohere-north:n-doc-218-20261026"
              ]
            }
          ],
          "limitations": [
            "live_or_indexed: Atlas file connectors copy selected files to Compass. Google Drive Full Access calls the live API instead. Gmail storage is unknown: the Data Syncing guide says no Compass copy by default, while Data Sharing and the tools overview describe stored/synced email. No live-only Gmail guarantee is asserted.",
            "sync_interval: The accessible Data Syncing guide describes periodic Atlas updates and source changes appearing within minutes to hours depending on volume. Drive Full Access is request-time. The previously cited SharePoint/OneDrive 10-minute implementation detail could not be re-retrieved and is not asserted.",
            "deletion_propagation: The source-specific SharePoint/OneDrive implementation and Data Deletion pages remain inaccessible in public Markdown/HTML/index forms. General sync documentation does not establish a bounded delete-to-answer or purge interval. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/security/data-syncing?format=html, https://private.docs.cohere.com/north/docs/security/data-sharing?format=html, https://private.docs.cohere.com/north/docs/get-started/tools-overview.md. No additional scoped evidence established this answer.",
            "index_location: Compass runs with the customer-controlled North deployment, whose cloud/on-premise placement is selected by the operator. Foundry inference is separately routed to the customer Azure subscription. A universal vendor-hosted index country is not established."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-151-20261026",
            "cohere-north:cohere-north:n-doc-152-20261026",
            "cohere-north:cohere-north:n-doc-33",
            "cohere-north:cohere-north:n-doc-165-20261026",
            "cohere-north:cohere-north:n-doc-218-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "SharePoint and Confluence copy content to Unique indexes on configurable scans, default every 15 minutes.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "live_or_indexed",
              "question": "Is content searched live or copied into an index?",
              "support": "supported",
              "answer": "Connectors ingest documents/page attachments into the Unique knowledge base for RAG.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:confluence"
              ]
            },
            {
              "id": "sync_interval",
              "question": "How often does an index refresh?",
              "support": "supported",
              "answer": "Default 15-minute scan for both connectors; schedules are configurable. Real-time sync is explicitly not supported.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:confluence"
              ]
            },
            {
              "id": "deletion_propagation",
              "question": "How quickly does a deleted document disappear?",
              "support": "partial",
              "answer": "Diff processing detects deleted source files/pages and removes them on a sync run. A strict completion bound is not provided.",
              "evidenceIds": [
                "unique-ai:unique-ai:sharepoint",
                "unique-ai:unique-ai:confluence"
              ]
            },
            {
              "id": "index_location",
              "question": "Where is indexed content stored?",
              "support": "partial",
              "answer": "Hosted documents use Azure storage; embeddings Qdrant and search vectors on managed disks in the selected deployment. Exact per-client index region needs the MSA/architecture.",
              "evidenceIds": [
                "unique-ai:unique-ai:retention",
                "unique-ai:unique-ai:keys"
              ]
            }
          ],
          "limitations": [
            "No source-edit/delete fixture was run. Actual sync duration, strict deletion SLA and index/backup region per contract remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:sharepoint",
            "unique-ai:unique-ai:confluence",
            "unique-ai:unique-ai:retention",
            "unique-ai:unique-ai:keys"
          ]
        }
      ]
    },
    {
      "id": "KNOW-06",
      "title": "Grounding and retrieval quality",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "Run the shared question set over the fixture corpus: factual lookups, cross-document questions, German document with an English question, a question with no answer in the corpus. Record citation presence, link accuracy, correct answers and refusals to invent. Disclose model, settings, attempt count and failures. Single runs support a case study, not a ranking.",
      "questions": [
        {
          "id": "citations",
          "question": "Are answers linked to specific sources?"
        },
        {
          "id": "citation_accuracy",
          "question": "Do the cited passages support the answer?"
        },
        {
          "id": "cross_language",
          "question": "Does a question in one language find documents in another?"
        },
        {
          "id": "no_answer_behaviour",
          "question": "Does it say when the corpus has no answer?"
        },
        {
          "id": "observed_accuracy",
          "question": "How many of the question set were answered correctly?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Citations are documented but have model-specific limitations; quality remains unmeasured.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "citations",
              "question": "Are answers linked to specific sources?",
              "support": "partial",
              "answer": "Chat highlights open source previews and Project citations exact passages. North Large card acknowledges missing citations in long multi-turn chats and Document Mode. Correctness not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-1",
                "cohere-north:cohere-north:n-doc-11",
                "cohere-north:cohere-north:n-doc-32"
              ]
            },
            {
              "id": "citation_accuracy",
              "question": "Do the cited passages support the answer?",
              "support": "unknown",
              "answer": "Unknown for citation_accuracy. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.",
              "evidenceIds": []
            },
            {
              "id": "cross_language",
              "question": "Does a question in one language find documents in another?",
              "support": "unknown",
              "answer": "Unknown for cross_language. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.",
              "evidenceIds": []
            },
            {
              "id": "no_answer_behaviour",
              "question": "Does it say when the corpus has no answer?",
              "support": "unknown",
              "answer": "Unknown for no_answer_behaviour. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.",
              "evidenceIds": []
            },
            {
              "id": "observed_accuracy",
              "question": "How many of the question set were answered correctly?",
              "support": "unknown",
              "answer": "Unknown for observed_accuracy. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: citation_accuracy, cross_language, no_answer_behaviour, observed_accuracy."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-1",
            "cohere-north:cohere-north:n-doc-11",
            "cohere-north:cohere-north:n-doc-32"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Unique documents source-linked answers and reference limits, without a shared-corpus accuracy result.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "citations",
              "question": "Are answers linked to specific sources?",
              "support": "supported",
              "answer": "Chat retrieval cites sources; Conduct links source facts, with PDF/Word page-level references and other formats at document level. Generated files are not citation-linked or hallucination-checked.",
              "evidenceIds": [
                "unique-ai:unique-ai:files",
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "citation_accuracy",
              "question": "Do the cited passages support the answer?",
              "support": "unknown",
              "answer": "Do the cited passages support the answer? Unknown. No shared question set was run. Citation correctness, cross-language recall, no-answer behaviour and observed accuracy remain unmeasured. Vendor evaluation tools are not our benchmark results.",
              "evidenceIds": []
            },
            {
              "id": "cross_language",
              "question": "Does a question in one language find documents in another?",
              "support": "unknown",
              "answer": "Does a question in one language find documents in another? Unknown. No shared question set was run. Citation correctness, cross-language recall, no-answer behaviour and observed accuracy remain unmeasured. Vendor evaluation tools are not our benchmark results.",
              "evidenceIds": []
            },
            {
              "id": "no_answer_behaviour",
              "question": "Does it say when the corpus has no answer?",
              "support": "unknown",
              "answer": "Does it say when the corpus has no answer? Unknown. No shared question set was run. Citation correctness, cross-language recall, no-answer behaviour and observed accuracy remain unmeasured. Vendor evaluation tools are not our benchmark results.",
              "evidenceIds": []
            },
            {
              "id": "observed_accuracy",
              "question": "How many of the question set were answered correctly?",
              "support": "unknown",
              "answer": "How many of the question set were answered correctly? Unknown. No shared question set was run. Citation correctness, cross-language recall, no-answer behaviour and observed accuracy remain unmeasured. Vendor evaluation tools are not our benchmark results.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "No shared question set was run. Citation correctness, cross-language recall, no-answer behaviour and observed accuracy remain unmeasured. Vendor evaluation tools are not our benchmark results."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:files",
            "unique-ai:unique-ai:conduct"
          ]
        }
      ]
    },
    {
      "id": "KNOW-07",
      "title": "Memory and personal context",
      "group": {
        "id": 2,
        "name": "Company knowledge"
      },
      "judgment": "Record personal custom instructions, cross-chat memory, project or workspace context, and user controls to view, edit, delete or disable memory. Record whether admins can disable memory organisation-wide.",
      "questions": [
        {
          "id": "custom_instructions",
          "question": "Can users set persistent instructions?"
        },
        {
          "id": "cross_chat_memory",
          "question": "Does the product remember facts across chats?"
        },
        {
          "id": "user_memory_controls",
          "question": "Can users view, edit and delete memories?"
        },
        {
          "id": "admin_memory_controls",
          "question": "Can admins turn memory off?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:KNOW-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Alpha memory separates editable personal memories from inaccessible agent archival memory.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "custom_instructions",
              "question": "Can users set persistent instructions?",
              "support": "supported",
              "answer": "Agents persist instructions; optional company preamble applies across models.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-18",
                "cohere-north:cohere-north:n-doc-86"
              ]
            },
            {
              "id": "cross_chat_memory",
              "question": "Does the product remember facts across chats?",
              "support": "supported",
              "answer": "Alpha personal memory learns across chats; archival memory per agent is generated in background, typically daily.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-8",
                "cohere-north:cohere-north:n-doc-96"
              ]
            },
            {
              "id": "user_memory_controls",
              "question": "Can users view, edit and delete memories?",
              "support": "partial",
              "answer": "Personal categories can be viewed/edited; pause retains or Delete removes memory. Archival memories cannot be viewed/edited; manual personal edits can be overwritten by later extraction.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-8"
              ]
            },
            {
              "id": "admin_memory_controls",
              "question": "Can admins turn memory off?",
              "support": "supported",
              "answer": "Instance admin can jointly toggle core/archival/conversation memory and configure extraction frequency.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-96"
              ]
            }
          ],
          "limitations": [
            "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-18",
            "cohere-north:cohere-north:n-doc-86",
            "cohere-north:cohere-north:n-doc-8",
            "cohere-north:cohere-north:n-doc-96"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:KNOW-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Context Memory provides a private cross-chat user profile with edit and opt-out controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "custom_instructions",
              "question": "Can users set persistent instructions?",
              "support": "partial",
              "answer": "Admins configure Space instructions; memory learns preferences. A separate persistent user-authored global instruction field was not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent",
                "unique-ai:unique-ai:memory"
              ]
            },
            {
              "id": "cross_chat_memory",
              "question": "Does the product remember facts across chats?",
              "support": "supported",
              "answer": "One per-user profile is loaded across enabled spaces/chats and updated after answers; stored in a private unindexed KB folder.",
              "evidenceIds": [
                "unique-ai:unique-ai:memory"
              ]
            },
            {
              "id": "user_memory_controls",
              "question": "Can users view, edit and delete memories?",
              "support": "partial",
              "answer": "Users view/edit the profile and disable updates/loading. Docs explicitly say disabling does not delete the profile despite contrary settings text; a delete control is not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:memory"
              ]
            },
            {
              "id": "admin_memory_controls",
              "question": "Can admins turn memory off?",
              "support": "supported",
              "answer": "Release2026.42 makes Context Memory GA, with per-company enable/disable feature flag and per-Space activation. Users can opt out; Web Search combinations remain restricted by default.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42",
                "unique-ai:unique-ai:memory"
              ]
            }
          ],
          "limitations": [
            "No authenticated memory fixture or permanent deletion test was run. The guide explicitly contradicts the settings deletion promise."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:memory",
            "unique-ai:unique-ai:release42"
          ]
        }
      ]
    },
    {
      "id": "AGT-01",
      "title": "Custom assistants",
      "group": {
        "id": 3,
        "name": "Assistants and agents"
      },
      "judgment": "Record creation of assistants with instructions, model, knowledge and tools; who can create; sharing scope; versioning; and an internal catalogue or directory. Build one HR policy assistant on the fixture and share it with one group. Prompt templates and a prompt library are recorded here.",
      "questions": [
        {
          "id": "create_assistants",
          "question": "Can users create assistants with instructions, knowledge and tools?"
        },
        {
          "id": "creator_permissions",
          "question": "Can admins limit who creates them?"
        },
        {
          "id": "sharing_scope",
          "question": "Can assistants be shared with users, groups or everyone?"
        },
        {
          "id": "catalogue",
          "question": "Is there an internal assistant directory?"
        },
        {
          "id": "prompt_library",
          "question": "Are shared prompt templates available?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:AGT-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North offers versioned custom agents, scoped sharing and an internal catalogue.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "create_assistants",
              "question": "Can users create assistants with instructions, knowledge and tools?",
              "support": "supported",
              "answer": "Users create agents with instructions, model, tools, libraries and output modes; drafts publish as versioned releases with restore/evaluations.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-18"
              ]
            },
            {
              "id": "creator_permissions",
              "question": "Can admins limit who creates them?",
              "support": "supported",
              "answer": "Can create agents and separate sharing grants control creation/publication audiences.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-18",
                "cohere-north:cohere-north:n-doc-114"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can assistants be shared with users, groups or everyone?",
              "support": "supported",
              "answer": "Published agents share to users/groups/company subject to grants; libraries need separate recipient access and email libraries remain private.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-18",
                "cohere-north:cohere-north:n-doc-114",
                "cohere-north:cohere-north:n-doc-42"
              ]
            },
            {
              "id": "catalogue",
              "question": "Is there an internal assistant directory?",
              "support": "supported",
              "answer": "Agent directory has Starred/My/Shared with me/Company tabs, search and duplication.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-21"
              ]
            },
            {
              "id": "prompt_library",
              "question": "Are shared prompt templates available?",
              "support": "partial",
              "answer": "Agents expose up to four starter prompts and reusable Skills; a separate central prompt-template catalogue not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-18",
                "cohere-north:cohere-north:n-doc-12"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-18",
            "cohere-north:cohere-north:n-doc-114",
            "cohere-north:cohere-north:n-doc-42",
            "cohere-north:cohere-north:n-doc-21",
            "cohere-north:cohere-north:n-doc-12"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:AGT-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Admins configure Spaces with instructions, models, knowledge, tools, prompts and group access.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "create_assistants",
              "question": "Can users create assistants with instructions, knowledge and tools?",
              "support": "supported",
              "answer": "Space setup includes model, instructions, knowledge sources and tools.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "creator_permissions",
              "question": "Can admins limit who creates them?",
              "support": "supported",
              "answer": "Space creation/management requires delegated role permissions; Can manage grants space configuration access.",
              "evidenceIds": [
                "unique-ai:unique-ai:roles",
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can assistants be shared with users, groups or everyone?",
              "support": "supported",
              "answer": "Share through Access with people/groups as Can chat or Can manage.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "catalogue",
              "question": "Is there an internal assistant directory?",
              "support": "partial",
              "answer": "Space Management lists configured workspaces; a dedicated employee assistant-discovery directory is not described.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "prompt_library",
              "question": "Are shared prompt templates available?",
              "support": "supported",
              "answer": "Admins publish Suggested Prompts with a Space; users also have personal saved prompts.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent",
                "unique-ai:unique-ai:chat"
              ]
            }
          ],
          "limitations": [
            "Assistant versioning, organisation-wide directory discovery and unrestricted end-user creation were not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:roles",
            "unique-ai:unique-ai:chat"
          ]
        }
      ]
    },
    {
      "id": "AGT-02",
      "title": "Tools, actions and MCP",
      "group": {
        "id": 3,
        "name": "Assistants and agents"
      },
      "judgment": "Record built-in tools, custom actions (OpenAPI), MCP client support (local and remote servers), authentication model per tool (shared service account or per-user OAuth), and admin approval of tools. Verify one external-tool call and its access boundary.",
      "questions": [
        {
          "id": "builtin_tools",
          "question": "Which tools are built in?"
        },
        {
          "id": "custom_actions",
          "question": "Can admins add API actions?"
        },
        {
          "id": "mcp_client",
          "question": "Can it use remote MCP servers, and with what admin control?"
        },
        {
          "id": "tool_auth",
          "question": "Do tools act as the user or as a shared account?"
        },
        {
          "id": "tool_approval",
          "question": "Can admins approve or block tools, and can users confirm actions before they run?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:AGT-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "MCP, code and enterprise tools have scoped authentication and configurable approvals.",
          "availability": "unknown",
          "delivery": "official-integration",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform 2.0.1; always-on MCP policies are Alpha; guide recommends testing/staging initially",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "builtin_tools",
              "question": "Which tools are built in?",
              "support": "supported",
              "answer": "Built-in search, source connectors, code sandbox, Skills and output capabilities documented with individual states.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-33",
                "cohere-north:cohere-north:n-doc-34"
              ]
            },
            {
              "id": "custom_actions",
              "question": "Can admins add API actions?",
              "support": "supported",
              "answer": "Custom MCP servers expose APIs/actions; admin configures tools and auth, with action hints for approval.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-126",
                "cohere-north:cohere-north:n-doc-150"
              ]
            },
            {
              "id": "mcp_client",
              "question": "Can it use remote MCP servers, and with what admin control?",
              "support": "supported",
              "answer": "North registers custom/remote MCP; remote OAuth dynamic registration needs outbound access and is unavailable fully air-gapped. Tool access policies can target groups. Always-on MCP policies are Alpha; the guide recommends enabling them only in testing/staging until the organization is ready for broader adoption.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-126"
              ]
            },
            {
              "id": "tool_auth",
              "question": "Do tools act as the user or as a shared account?",
              "support": "supported",
              "answer": "Static headers, per-user ID/connector tokens, OAuth client credentials or remote OAuth supported. Shared/static credentials require separate source-policy assessment.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-126"
              ]
            },
            {
              "id": "tool_approval",
              "question": "Can admins approve or block tools, and can users confirm actions before they run?",
              "support": "partial",
              "answer": "Destructive-hint tools can pause for approval or denial, and the modal offers parameter editing. Whether edited values execute is unknown: the guide says both that modifications replace the original request and that original keys/values are submitted. Allow Always and advance automation action permissions can bypass later prompts; universal per-action confirmation is not guaranteed.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-150",
                "cohere-north:cohere-north:n-doc-30"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits.",
            "Approval-parameter editing is an interface affordance only in this finding. No execution guarantee is credited without a corrected guide or a bounded tool-call fixture.",
            "Always-on MCP configuration is Alpha with a testing/staging recommendation until the organization is ready for broader adoption. Criterion availability remains unknown; this subfact does not establish production readiness."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-33",
            "cohere-north:cohere-north:n-doc-34",
            "cohere-north:cohere-north:n-doc-126",
            "cohere-north:cohere-north:n-doc-150",
            "cohere-north:cohere-north:n-doc-30"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:AGT-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Built-in tools and beta MCP connectors are governed at organisation and Space levels.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "conduct",
              "mcp"
            ],
            "version": null,
            "plan": "Contracted platform with MCP beta feature flag and configured connectors",
            "addOns": [
              "MCP entitlement and enablement per contract"
            ],
            "deploymentMode": null,
            "region": "Tenant plus downstream connector/provider regions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "conduct",
                "name": "Unique AI Conduct",
                "type": "agent-workspace"
              },
              {
                "id": "mcp",
                "name": "Unique MCP Hub and Knowledge Base MCP",
                "type": "mcp"
              }
            ]
          },
          "questions": [
            {
              "id": "builtin_tools",
              "question": "Which tools are built in?",
              "support": "supported",
              "answer": "Internal search, web search, Deep Research and Code Execution are documented; Deep Research is experimental and code has model restrictions.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent",
                "unique-ai:unique-ai:code",
                "unique-ai:unique-ai:deepresearch"
              ]
            },
            {
              "id": "custom_actions",
              "question": "Can admins add API actions?",
              "support": "unknown",
              "answer": "Can admins add API actions? Unknown. Arbitrary OpenAPI action import, local stdio MCP support, each connector auth mode and universal side-effect approval are not established. Hub planned DLP/elicitation pipeline is not treated as released.",
              "evidenceIds": []
            },
            {
              "id": "mcp_client",
              "question": "Can it use remote MCP servers, and with what admin control?",
              "support": "supported",
              "answer": "MCP Tools for Spaces is beta, off until enabled for the organisation; connector admins and space managers can selectively expose connectors/tools.",
              "evidenceIds": [
                "unique-ai:unique-ai:mcp"
              ]
            },
            {
              "id": "tool_auth",
              "question": "Do tools act as the user or as a shared account?",
              "support": "supported",
              "answer": "MCP Hub maps user hub tokens to downstream per-user OAuth tokens; secrets are injected server-side.",
              "evidenceIds": [
                "unique-ai:unique-ai:hub"
              ]
            },
            {
              "id": "tool_approval",
              "question": "Can admins approve or block tools, and can users confirm actions before they run?",
              "support": "partial",
              "answer": "Admins restrict origin/connector/tool exposure. Conduct can pause for approve/deny of configured sensitive actions; it is not a universal confirmation guarantee.",
              "evidenceIds": [
                "unique-ai:unique-ai:hub",
                "unique-ai:unique-ai:conduct"
              ]
            }
          ],
          "limitations": [
            "Arbitrary OpenAPI action import, local stdio MCP support, each connector auth mode and universal side-effect approval are not established. Hub planned DLP/elicitation pipeline is not treated as released."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:code",
            "unique-ai:unique-ai:deepresearch",
            "unique-ai:unique-ai:mcp",
            "unique-ai:unique-ai:hub",
            "unique-ai:unique-ai:conduct"
          ]
        }
      ]
    },
    {
      "id": "AGT-03",
      "title": "Web search and deep research",
      "group": {
        "id": 3,
        "name": "Assistants and agents"
      },
      "judgment": "Record web search on/off control per organisation and group, search provider, citation of web sources, deep or multi-step research, and whether queries leave the residency boundary. Admins of regulated companies often need web search off.",
      "questions": [
        {
          "id": "web_search",
          "question": "Is web search available?"
        },
        {
          "id": "admin_toggle",
          "question": "Can admins disable it per organisation or group?"
        },
        {
          "id": "search_provider",
          "question": "Which search provider handles queries, and where?"
        },
        {
          "id": "deep_research",
          "question": "Is multi-step research with a report available?"
        },
        {
          "id": "web_citations",
          "question": "Are web sources cited?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:AGT-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "GA web search and alpha Deep Research are distinct capabilities.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "web_search",
              "question": "Is web search available?",
              "support": "supported",
              "answer": "GA web search supports live URL/search retrieval; text-only and no authenticated websites.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-74"
              ]
            },
            {
              "id": "admin_toggle",
              "question": "Can admins disable it per organisation or group?",
              "support": "partial",
              "answer": "Admins enable provider/tool; Deep Research additionally needs user/group grants. Complete group-specific web-search matrix unverified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-74",
                "cohere-north:cohere-north:n-doc-15"
              ]
            },
            {
              "id": "search_provider",
              "question": "Which search provider handles queries, and where?",
              "support": "partial",
              "answer": "Tavily defaultGA; Brave/LinkUp alpha, own API keys and one active provider. Provider processing countries not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-74"
              ]
            },
            {
              "id": "deep_research",
              "question": "Is multi-step research with a report available?",
              "support": "supported",
              "answer": "Alpha Deep Research delegates multi-step subqueries and creates reports; requires enabled sources, admin/user grants and may queue.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-15"
              ]
            },
            {
              "id": "web_citations",
              "question": "Are web sources cited?",
              "support": "supported",
              "answer": "Live web and Deep Research include source citations; quality untested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-74",
                "cohere-north:cohere-north:n-doc-15"
              ]
            }
          ],
          "limitations": [
            "Web search GA; Deep Research alpha."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-74",
            "cohere-north:cohere-north:n-doc-15"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:AGT-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web search has provider/strategy controls; separate Deep Research is experimental.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "web_search",
              "question": "Is web search available?",
              "support": "supported",
              "answer": "Real-time web search/read is a Space tool, with stable V1/V2 modes and experimental V3.",
              "evidenceIds": [
                "unique-ai:unique-ai:websearch"
              ]
            },
            {
              "id": "admin_toggle",
              "question": "Can admins disable it per organisation or group?",
              "support": "supported",
              "answer": "Admins enable/disable tools per Space shared with groups. Deep Research tools are configured separately; disabling ordinary Web Search is not a universal external-search block.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent",
                "unique-ai:unique-ai:deepresearch"
              ]
            },
            {
              "id": "search_provider",
              "question": "Which search provider handles queries, and where?",
              "support": "partial",
              "answer": "Configured engines can include Google, Bing, Brave, Jina, Tavily, Firecrawl, Vertex or custom API; query context can leave the tenant. Exact provider region must be set per contract.",
              "evidenceIds": [
                "unique-ai:unique-ai:websearch"
              ]
            },
            {
              "id": "deep_research",
              "question": "Is multi-step research with a report available?",
              "support": "supported",
              "answer": "Experimental tool creates multi-source research and reports. Unique engine can use internal/web sources; OpenAI-native engine requires direct OpenAI-hosted models and lacks internal sources/hosting-location control.",
              "evidenceIds": [
                "unique-ai:unique-ai:deepresearch"
              ]
            },
            {
              "id": "web_citations",
              "question": "Are web sources cited?",
              "support": "supported",
              "answer": "Web answers include source references; Deep Research documents citation-linked reports.",
              "evidenceIds": [
                "unique-ai:unique-ai:websearch",
                "unique-ai:unique-ai:deepresearch"
              ]
            }
          ],
          "limitations": [
            "No search/report fixture was run. Exact query/provider regions, contract enablement and current Deep Research production readiness remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:websearch",
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:deepresearch"
          ]
        }
      ]
    },
    {
      "id": "AGT-04",
      "title": "Workflows and automation",
      "group": {
        "id": 3,
        "name": "Assistants and agents"
      },
      "judgment": "Record no-code or low-code workflows, scheduled prompts, triggers from email, forms or business systems, and multi-step chains. Name where they run and who can build them. A shared prompt template is not a workflow.",
      "questions": [
        {
          "id": "workflow_builder",
          "question": "Is there a workflow or chain builder?"
        },
        {
          "id": "scheduled_tasks",
          "question": "Can prompts or assistants run on a schedule?"
        },
        {
          "id": "event_triggers",
          "question": "Can external events start a workflow?"
        },
        {
          "id": "builder_audience",
          "question": "Is building aimed at business users, IT or developers?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:AGT-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Node workflows support schedules, API invocation and human review.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "workflow_builder",
              "question": "Is there a workflow or chain builder?",
              "support": "supported",
              "answer": "Visual node builder combines LLM/agent/tool/conditional/loop steps, versioning and JSON import/export.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-16",
                "cohere-north:cohere-north:n-doc-29"
              ]
            },
            {
              "id": "scheduled_tasks",
              "question": "Can prompts or assistants run on a schedule?",
              "support": "supported",
              "answer": "Users schedule hourly/daily/weekly or cron; optional natural-language suggestions require confirmation. Repeated failure can disable schedules.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-30"
              ]
            },
            {
              "id": "event_triggers",
              "question": "Can external events start a workflow?",
              "support": "partial",
              "answer": "Authenticated execute API enables custom external event integrations. A native inbox/file-change webhook listener was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-api-run"
              ]
            },
            {
              "id": "builder_audience",
              "question": "Is building aimed at business users, IT or developers?",
              "support": "supported",
              "answer": "Business builders use visual/natural-language tools and Human Review; IT provisions connectors/models and developers call APIs.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-16",
                "cohere-north:cohere-north:n-doc-26",
                "cohere-north:cohere-north:n-api-run"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-16",
            "cohere-north:cohere-north:n-doc-29",
            "cohere-north:cohere-north:n-doc-30",
            "cohere-north:cohere-north:n-api-run",
            "cohere-north:cohere-north:n-doc-26"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:AGT-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Recurring Scheduled Tasks run with user permissions; current release notes label the feature experimental.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "workflow_builder",
              "question": "Is there a workflow or chain builder?",
              "support": "unknown",
              "answer": "Is there a workflow or chain builder? Unknown. No general no-code workflow/chain builder or complete event-source trigger catalogue was established. Automated runs may stop for manual approval/questions and are subject to normal usage limits.",
              "evidenceIds": []
            },
            {
              "id": "scheduled_tasks",
              "question": "Can prompts or assistants run on a schedule?",
              "support": "partial",
              "answer": "User guide labels recurring Chat/Conduct tasks beta and off by default; release2026.42 instead labels Scheduled Tasks experimental, off by default, enabled on request, and describes scheduling/eligibility fixes.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42",
                "unique-ai:unique-ai:scheduled"
              ]
            },
            {
              "id": "event_triggers",
              "question": "Can external events start a workflow?",
              "support": "partial",
              "answer": "SDK documents webhook-driven applications, which require developer-hosted modules; a packaged no-code external-event builder was not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:sdk"
              ]
            },
            {
              "id": "builder_audience",
              "question": "Is building aimed at business users, IT or developers?",
              "support": "partial",
              "answer": "Business users author recurring tasks in the UI or Conduct; developers host webhook-driven SDK modules. Availability and scheduling behaviour depend on deployed release.",
              "evidenceIds": [
                "unique-ai:unique-ai:scheduled",
                "unique-ai:unique-ai:sdk"
              ]
            }
          ],
          "limitations": [
            "No general no-code workflow/chain builder or complete event-source trigger catalogue was established. Automated runs may stop for manual approval/questions and are subject to normal usage limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:scheduled",
            "unique-ai:unique-ai:sdk",
            "unique-ai:unique-ai:conduct",
            "unique-ai:unique-ai:release42"
          ]
        }
      ]
    },
    {
      "id": "AGT-05",
      "title": "Agentic task execution",
      "group": {
        "id": 3,
        "name": "Assistants and agents"
      },
      "judgment": "Record an agent mode that plans and carries out multi-step tasks with tools (browser, files, connectors), with visible steps, user confirmation of side effects and stop control. Run one fixture task (gather three documents, draft a summary, propose an email). Record interventions and what ran. A final claim of success is not proof.",
      "questions": [
        {
          "id": "agent_mode",
          "question": "Is there an agent mode for multi-step tasks?"
        },
        {
          "id": "visible_steps",
          "question": "Are steps and tool calls shown?"
        },
        {
          "id": "side_effect_confirmation",
          "question": "Must the user confirm actions with side effects?"
        },
        {
          "id": "stop_control",
          "question": "Can the user stop a running task?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:AGT-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North executes multi-step work with visible tasks, approval options and workflow cancellation.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "agent_mode",
              "question": "Is there an agent mode for multi-step tasks?",
              "support": "supported",
              "answer": "Agents use tools/code; Deep Research decomposes tasks and delegates subagents; automations execute multiple nodes.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-15",
                "cohere-north:cohere-north:n-doc-34",
                "cohere-north:cohere-north:n-doc-16"
              ]
            },
            {
              "id": "visible_steps",
              "question": "Are steps and tool calls shown?",
              "support": "supported",
              "answer": "Sandbox activity expands executed code; automation run viewer shows node inputs/outputs; shared chat includes thinking trace.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-34",
                "cohere-north:cohere-north:n-doc-30",
                "cohere-north:cohere-north:n-doc-4"
              ]
            },
            {
              "id": "side_effect_confirmation",
              "question": "Must the user confirm actions with side effects?",
              "support": "partial",
              "answer": "Tool hints trigger approval; global Allow Always bypasses it and workflows accept action permissions at launch. Human Review nodes can add deliberate checkpoints.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-150",
                "cohere-north:cohere-north:n-doc-30",
                "cohere-north:cohere-north:n-doc-26"
              ]
            },
            {
              "id": "stop_control",
              "question": "Can the user stop a running task?",
              "support": "partial",
              "answer": "Running automations have Cancel. General chat stop behavior and rollback of already executed external actions were not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-30"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-15",
            "cohere-north:cohere-north:n-doc-34",
            "cohere-north:cohere-north:n-doc-16",
            "cohere-north:cohere-north:n-doc-30",
            "cohere-north:cohere-north:n-doc-4",
            "cohere-north:cohere-north:n-doc-150",
            "cohere-north:cohere-north:n-doc-26"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:AGT-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Contract-enabled Conduct plans and executes multi-step tasks with visible tools and stop controls. Sensitive actions can ask for approval; separately enabled Experimental Scheduled Tasks offer automatic approval.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "conduct"
            ],
            "version": "Conduct 2026.40+; scheduling status/flags per 2026.42",
            "plan": "Contracted Unique AI platform; Conduct; Scheduled Tasks separately enabled per contract and feature flag availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [
              "Conduct; optional Scheduled Tasks feature flag"
            ],
            "deploymentMode": null,
            "region": "Configured tenant/models/tools; scheduled actions run with the owner permissions and configured approval policy",
            "os": [],
            "surfaces": [
              {
                "id": "conduct",
                "name": "Unique AI Conduct",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "agent_mode",
              "question": "Is there an agent mode for multi-step tasks?",
              "support": "supported",
              "answer": "Plans and executes Python/Bash, files, internal search and configured MCP tools in an autonomous workspace.",
              "evidenceIds": [
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "visible_steps",
              "question": "Are steps and tool calls shown?",
              "support": "supported",
              "answer": "Shows checklist, progress, code/tool inputs and outputs, and waiting/working indicators.",
              "evidenceIds": [
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "side_effect_confirmation",
              "question": "Must the user confirm actions with side effects?",
              "support": "partial",
              "answer": "Conduct shows approve/deny for actions configured as sensitive. The separate Scheduled Tasks guide offers Automatic or Manual approval for Chat/Conduct unattended runs. Release 2026.42 labels scheduling Experimental and feature-flagged. Mandatory human approval of every side effect is therefore not established for all configured runs.",
              "evidenceIds": [
                "unique-ai:unique-ai:conduct",
                "unique-ai:unique-ai:review2-scheduled",
                "unique-ai:unique-ai:review2-release42"
              ]
            },
            {
              "id": "stop_control",
              "question": "Can the user stop a running task?",
              "support": "supported",
              "answer": "Stop ends the turn within seconds; completed steps/files remain and interrupted work can be resumed.",
              "evidenceIds": [
                "unique-ai:unique-ai:conduct"
              ]
            }
          ],
          "limitations": [
            "No agent fixture was run. Interactive sensitive-action approval and separately enabled unattended automatic approval are different execution modes.",
            "Actual tools, entitlement, approval policy and deployed release depend on the customer contract/configuration."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:conduct",
            "unique-ai:unique-ai:review2-scheduled",
            "unique-ai:unique-ai:review2-release42"
          ]
        }
      ]
    },
    {
      "id": "AGT-06",
      "title": "Programmable access",
      "group": {
        "id": 3,
        "name": "Assistants and agents"
      },
      "judgment": "Record a public API for chat, assistants and knowledge, SDKs, API authentication, rate limits and whether API use counts against the same governance (audit, budgets, model restrictions). Being an MCP client is different from exposing the product over MCP.",
      "questions": [
        {
          "id": "chat_api",
          "question": "Is there an API for chat and assistants?"
        },
        {
          "id": "knowledge_api",
          "question": "Can documents be loaded through an API?"
        },
        {
          "id": "api_governance",
          "question": "Do audit, budgets and model rules apply to API use?"
        },
        {
          "id": "mcp_server",
          "question": "Does the product expose itself to other agents over MCP?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:AGT-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North has its own authenticated REST APIs for responses, agents, files, libraries and workflows.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-api"
            ],
            "version": "North 2.0.1 docs",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-api",
                "name": "North instance REST API and SDK access",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_api",
              "question": "Is there an API for chat and assistants?",
              "support": "supported",
              "answer": "Instance REST API supports chat/agents/automations; response endpoint exposes models/tools and SDK access. Separate from Cohere model Platform API.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-north-api",
                "cohere-north:cohere-north:n-api-response"
              ]
            },
            {
              "id": "knowledge_api",
              "question": "Can documents be loaded through an API?",
              "support": "supported",
              "answer": "Authenticated file upload stores content with IDs; library APIs create collections under library permissions.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-api-upload",
                "cohere-north:cohere-north:n-api-libraries",
                "cohere-north:cohere-north:n-doc-114"
              ]
            },
            {
              "id": "api_governance",
              "question": "Do audit, budgets and model rules apply to API use?",
              "support": "partial",
              "answer": "APIs return permission/rate-limit errors and use North identities; sharing restrictions cover API, audit GET exists. Full guardrail/budget/content logging parity not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-api-response",
                "cohere-north:cohere-north:n-doc-89",
                "cohere-north:cohere-north:n-doc-140"
              ]
            },
            {
              "id": "mcp_server",
              "question": "Does the product expose itself to other agents over MCP?",
              "support": "unknown",
              "answer": "Unknown for mcp_server. North REST APIs are public. Full API guardrail/audit/rate-limit parity and a turnkey North-as-MCP server were not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: mcp_server."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-north-api",
            "cohere-north:cohere-north:n-api-response",
            "cohere-north:cohere-north:n-api-upload",
            "cohere-north:cohere-north:n-api-libraries",
            "cohere-north:cohere-north:n-doc-114",
            "cohere-north:cohere-north:n-doc-89",
            "cohere-north:cohere-north:n-doc-140"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:AGT-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public API/Python SDK and Knowledge Base MCP are documented.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "api",
              "mcp"
            ],
            "version": null,
            "plan": "Contracted APIs and KB MCP deployment; model tracking requires enablement",
            "addOns": [
              "KB MCP and usage-tracking enablement per contract"
            ],
            "deploymentMode": null,
            "region": "Configured deployment and external client region",
            "os": [],
            "surfaces": [
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              },
              {
                "id": "mcp",
                "name": "Unique MCP Hub and Knowledge Base MCP",
                "type": "mcp"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_api",
              "question": "Is there an API for chat and assistants?",
              "support": "partial",
              "answer": "SDK exposes the Unique public API, personal/app keys and webhook signatures. Exact endpoint entitlements/rate limits require the contracted deployment.",
              "evidenceIds": [
                "unique-ai:unique-ai:sdk"
              ]
            },
            {
              "id": "knowledge_api",
              "question": "Can documents be loaded through an API?",
              "support": "partial",
              "answer": "Connector/operator docs describe ingestion and knowledge APIs; public SDK supports platform integrations.",
              "evidenceIds": [
                "unique-ai:unique-ai:sdk",
                "unique-ai:unique-ai:sharepoint"
              ]
            },
            {
              "id": "api_governance",
              "question": "Do audit, budgets and model rules apply to API use?",
              "support": "partial",
              "answer": "Feature-flagged model-use tracking covers public API/SDK/agentic and Azure SDK calls with company/user/app metadata. Complete budget/model-rule enforcement across all internal services is not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:api-usage"
              ]
            },
            {
              "id": "mcp_server",
              "question": "Does the product expose itself to other agents over MCP?",
              "support": "supported",
              "answer": "Knowledge Base MCP lets external assistants search/read the Unique KB with the user permissions and admin scope restrictions. The documentation-only MCP endpoint is distinct.",
              "evidenceIds": [
                "unique-ai:unique-ai:mcpkb"
              ]
            }
          ],
          "limitations": [
            "No API/SDK fixture was run; complete endpoint catalogue, rate limits, budget enforcement and all-services audit parity remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:sdk",
            "unique-ai:unique-ai:sharepoint",
            "unique-ai:unique-ai:api-usage",
            "unique-ai:unique-ai:mcpkb"
          ]
        }
      ]
    },
    {
      "id": "WORK-01",
      "title": "Clients and access points",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "List web, desktop (Windows, macOS), iOS, Android, mobile browser and browser extension separately. For each, record login with company SSO, feature gaps against web, and MDM/Intune deployability. An installable app is different from a mobile website.",
      "questions": [
        {
          "id": "web",
          "question": "Is a full web client available?"
        },
        {
          "id": "desktop_apps",
          "question": "Windows and macOS apps?"
        },
        {
          "id": "mobile_apps",
          "question": "iOS and Android apps with SSO?"
        },
        {
          "id": "browser_extension",
          "question": "Is there a browser extension or sidebar?"
        },
        {
          "id": "managed_deployment",
          "question": "Can IT deploy and configure clients through MDM?"
        },
        {
          "id": "client_feature_gaps",
          "question": "Which features are missing on mobile?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North has web and mobile access; desktop/MDM coverage is unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-mobile"
            ],
            "version": null,
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-mobile",
                "name": "North iOS and alpha Android app",
                "type": "mobile"
              }
            ]
          },
          "questions": [
            {
              "id": "web",
              "question": "Is a full web client available?",
              "support": "supported",
              "answer": "Full browser chat, Admin and builders documented.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-1",
                "cohere-north:cohere-north:n-doc-18"
              ]
            },
            {
              "id": "desktop_apps",
              "question": "Windows and macOS apps?",
              "support": "unknown",
              "answer": "Unknown for desktop_apps. Web and alpha mobile are documented; no desktop package, browser extension, MDM deployment matrix or mobile SSO test was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "mobile_apps",
              "question": "iOS and Android apps with SSO?",
              "support": "partial",
              "answer": "October 16 release documents Android alpha with iOS feature parity for agents/automations/record/translate. Mobile SSO/installation workflow not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-north-changelog"
              ]
            },
            {
              "id": "browser_extension",
              "question": "Is there a browser extension or sidebar?",
              "support": "unknown",
              "answer": "Unknown for browser_extension. Web and alpha mobile are documented; no desktop package, browser extension, MDM deployment matrix or mobile SSO test was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "managed_deployment",
              "question": "Can IT deploy and configure clients through MDM?",
              "support": "unknown",
              "answer": "Unknown for managed_deployment. Web and alpha mobile are documented; no desktop package, browser extension, MDM deployment matrix or mobile SSO test was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "client_feature_gaps",
              "question": "Which features are missing on mobile?",
              "support": "partial",
              "answer": "Mobile record/translate and document review are documented; complete web/admin/builders parity and managed-client matrix not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-north-changelog",
                "cohere-north:cohere-north:n-doc-97"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: desktop_apps, browser_extension, managed_deployment."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-1",
            "cohere-north:cohere-north:n-doc-18",
            "cohere-north:cohere-north:n-north-changelog",
            "cohere-north:cohere-north:n-doc-97"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A web workspace is documented; native-client and managed-deployment coverage is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "web",
              "question": "Is a full web client available?",
              "support": "supported",
              "answer": "Public documentation describes browser chat, Space Management and administration.",
              "evidenceIds": [
                "unique-ai:unique-ai:chat",
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "desktop_apps",
              "question": "Windows and macOS apps?",
              "support": "unknown",
              "answer": "Windows and macOS apps? Unknown. The public material references an app and mobile voice/browser usage without a current Windows/macOS/iOS/Android SSO/MDM matrix. Browser extension/sidebar entitlement and mobile parity remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "mobile_apps",
              "question": "iOS and Android apps with SSO?",
              "support": "unknown",
              "answer": "iOS and Android apps with SSO? Unknown. The public material references an app and mobile voice/browser usage without a current Windows/macOS/iOS/Android SSO/MDM matrix. Browser extension/sidebar entitlement and mobile parity remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "browser_extension",
              "question": "Is there a browser extension or sidebar?",
              "support": "unknown",
              "answer": "Is there a browser extension or sidebar? Unknown. The public material references an app and mobile voice/browser usage without a current Windows/macOS/iOS/Android SSO/MDM matrix. Browser extension/sidebar entitlement and mobile parity remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "managed_deployment",
              "question": "Can IT deploy and configure clients through MDM?",
              "support": "unknown",
              "answer": "Can IT deploy and configure clients through MDM? Unknown. The public material references an app and mobile voice/browser usage without a current Windows/macOS/iOS/Android SSO/MDM matrix. Browser extension/sidebar entitlement and mobile parity remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "client_feature_gaps",
              "question": "Which features are missing on mobile?",
              "support": "unknown",
              "answer": "Which features are missing on mobile? Unknown. The public material references an app and mobile voice/browser usage without a current Windows/macOS/iOS/Android SSO/MDM matrix. Browser extension/sidebar entitlement and mobile parity remain unknown.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The public material references an app and mobile voice/browser usage without a current Windows/macOS/iOS/Android SSO/MDM matrix. Browser extension/sidebar entitlement and mobile parity remain unknown."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:chat",
            "unique-ai:unique-ai:agent"
          ]
        }
      ]
    },
    {
      "id": "WORK-02",
      "title": "Office suite and Teams integration",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record presence inside Word, Excel, PowerPoint, Outlook and Teams (and Google Docs, Gmail), with what the assistant can do in each: read the open document, write into it, act on mail. Record extra licences and admin consent needed. A connector that searches Office files is KNOW-03, not WORK-02.",
      "questions": [
        {
          "id": "word_excel_powerpoint",
          "question": "Does it work inside Word, Excel and PowerPoint?"
        },
        {
          "id": "outlook",
          "question": "Does it work inside Outlook?"
        },
        {
          "id": "teams",
          "question": "Is there a Teams app or bot?"
        },
        {
          "id": "google_workspace_apps",
          "question": "Does it work inside Docs, Sheets or Gmail?"
        },
        {
          "id": "licence_prerequisites",
          "question": "Which licences or consents are needed?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-02",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-02",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        }
      ]
    },
    {
      "id": "WORK-03",
      "title": "Translation and writing",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record document translation preserving layout, the translation engine (LLM or dedicated such as DeepL), glossaries, formality control, supported languages including Swiss German conventions (no ß), and rewriting/proofreading tools. Translate the shared German contract into French and Italian and record layout and glossary results.",
      "questions": [
        {
          "id": "document_translation",
          "question": "Can whole documents be translated with formatting kept?"
        },
        {
          "id": "translation_engine",
          "question": "Which engine translates?"
        },
        {
          "id": "glossaries",
          "question": "Are company glossaries supported?"
        },
        {
          "id": "formality_and_variants",
          "question": "Can formality and regional variants (de-CH) be set?"
        },
        {
          "id": "writing_tools",
          "question": "Are dedicated rewrite and proofreading tools available?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Document mode supports translation and writing; controlled layout-preserving translation is unverified.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "document_translation",
              "question": "Can whole documents be translated with formatting kept?",
              "support": "partial",
              "answer": "Document mode can translate whole generated documents or selections; shortcut is alpha. Preservation of uploaded document layout, tables and glossary terms untested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-9"
              ]
            },
            {
              "id": "translation_engine",
              "question": "Which engine translates?",
              "support": "unknown",
              "answer": "Unknown for translation_engine. Document mode supports translation/rewriting. Layout-preserving file translation, managed glossary, dedicated engine and de-CH controls were not established.",
              "evidenceIds": []
            },
            {
              "id": "glossaries",
              "question": "Are company glossaries supported?",
              "support": "unknown",
              "answer": "Unknown for glossaries. Document mode supports translation/rewriting. Layout-preserving file translation, managed glossary, dedicated engine and de-CH controls were not established.",
              "evidenceIds": []
            },
            {
              "id": "formality_and_variants",
              "question": "Can formality and regional variants (de-CH) be set?",
              "support": "partial",
              "answer": "Tone actions include professional/friendly/concise/persuasive and prompts can request formal rewrites. Dedicated de-CH/regional controls not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-9"
              ]
            },
            {
              "id": "writing_tools",
              "question": "Are dedicated rewrite and proofreading tools available?",
              "support": "supported",
              "answer": "Document editor supports rewriting, tone/length actions, manual edits and prompt-guided revision with history.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-9"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: translation_engine, glossaries."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-9"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A beta Translator Space translates Office files and text with configurable glossaries.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "document_translation",
              "question": "Can whole documents be translated with formatting kept?",
              "support": "partial",
              "answer": "DOCX, XLSX and PPTX document translation is documented, with possible layout disruption. PDF input is explicitly excluded in this Translator mode.",
              "evidenceIds": [
                "unique-ai:unique-ai:translation"
              ]
            },
            {
              "id": "translation_engine",
              "question": "Which engine translates?",
              "support": "partial",
              "answer": "Translator V2 is a standalone AI module configured with a model; no dedicated DeepL engine was established.",
              "evidenceIds": [
                "unique-ai:unique-ai:translation"
              ]
            },
            {
              "id": "glossaries",
              "question": "Are company glossaries supported?",
              "support": "supported",
              "answer": "Admins can configure glossary pre/postprocessing.",
              "evidenceIds": [
                "unique-ai:unique-ai:translation"
              ]
            },
            {
              "id": "formality_and_variants",
              "question": "Can formality and regional variants (de-CH) be set?",
              "support": "partial",
              "answer": "Postprocessing can change regional spelling, exemplified by US-to-UK English. Formality or de-CH-specific support was not verified.",
              "evidenceIds": [
                "unique-ai:unique-ai:translation"
              ]
            },
            {
              "id": "writing_tools",
              "question": "Are dedicated rewrite and proofreading tools available?",
              "support": "partial",
              "answer": "Chat generates and iterates on text; no distinct proofreading/rewriting tool scope was established.",
              "evidenceIds": [
                "unique-ai:unique-ai:chat"
              ]
            }
          ],
          "limitations": [
            "No translated-contract fixture was run. Exact engine/model, formality/de-CH controls, supported glossary language pairs and layout fidelity need verification."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:translation",
            "unique-ai:unique-ai:chat"
          ]
        }
      ]
    },
    {
      "id": "WORK-04",
      "title": "Image generation and editing",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record available image models, editing (inpainting, reference images), admin control and per-image cost visibility, and licence or usage terms for generated images.",
      "questions": [
        {
          "id": "image_generation",
          "question": "Can users generate images, with which models?"
        },
        {
          "id": "image_editing",
          "question": "Can users edit uploaded images?"
        },
        {
          "id": "admin_control",
          "question": "Can admins restrict image generation?"
        },
        {
          "id": "usage_terms",
          "question": "What usage rights apply to output?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-04",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-04",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        }
      ]
    },
    {
      "id": "WORK-05",
      "title": "Voice and meetings",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record dictation, read-aloud, live voice conversation, meeting transcription and summarisation, supported languages including Swiss German speech, and where audio is processed.",
      "questions": [
        {
          "id": "dictation",
          "question": "Can users dictate prompts?"
        },
        {
          "id": "read_aloud",
          "question": "Can answers be read aloud?"
        },
        {
          "id": "voice_conversation",
          "question": "Is a live voice mode available?"
        },
        {
          "id": "meeting_summaries",
          "question": "Are meetings transcribed and summarised?"
        },
        {
          "id": "swiss_german_speech",
          "question": "Is Swiss German speech recognised?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Alpha dictation and beta long-form mobile recording are documented.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-mobile"
            ],
            "version": null,
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-mobile",
                "name": "North iOS and alpha Android app",
                "type": "mobile"
              }
            ]
          },
          "questions": [
            {
              "id": "dictation",
              "question": "Can users dictate prompts?",
              "support": "supported",
              "answer": "Off-by-default alpha dictation supports web/mobile prompts and some instruction/automation fields; configured ASR and microphone permission required.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-97",
                "cohere-north:cohere-north:n-doc-1"
              ]
            },
            {
              "id": "read_aloud",
              "question": "Can answers be read aloud?",
              "support": "unknown",
              "answer": "Unknown for read_aloud. Dictation and long-form mobile recording have alpha/beta states. Read-aloud, conversational speech, automatic meeting capture and Swiss German quality were not established.",
              "evidenceIds": []
            },
            {
              "id": "voice_conversation",
              "question": "Is a live voice mode available?",
              "support": "unknown",
              "answer": "Unknown for voice_conversation. Dictation and long-form mobile recording have alpha/beta states. Read-aloud, conversational speech, automatic meeting capture and Swiss German quality were not established.",
              "evidenceIds": []
            },
            {
              "id": "meeting_summaries",
              "question": "Are meetings transcribed and summarised?",
              "support": "partial",
              "answer": "North can summarise supplied meeting transcripts; beta mobile long recording exists. Automatic meeting participation/transcription and accuracy unverified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-1",
                "cohere-north:cohere-north:n-doc-97"
              ]
            },
            {
              "id": "swiss_german_speech",
              "question": "Is Swiss German speech recognised?",
              "support": "unknown",
              "answer": "Unknown for swiss_german_speech. Dictation and long-form mobile recording have alpha/beta states. Read-aloud, conversational speech, automatic meeting capture and Swiss German quality were not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Dictation alpha; long-form mobile recording beta.",
            "Remaining atomic gaps: read_aloud, voice_conversation, swiss_german_speech."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-97",
            "cohere-north:cohere-north:n-doc-1"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Voice dictation is documented with Azure Speech prerequisites; recording use is separately described in the DPA.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "dictation",
              "question": "Can users dictate prompts?",
              "support": "supported",
              "answer": "Microphone transcribes into the prompt field, with audio discarded after live transcription. Requires configured Azure AI Speech Services; EN/DE/FR/IT are listed.",
              "evidenceIds": [
                "unique-ai:unique-ai:voice",
                "unique-ai:unique-ai:voice-user"
              ]
            },
            {
              "id": "read_aloud",
              "question": "Can answers be read aloud?",
              "support": "unknown",
              "answer": "Can answers be read aloud? Unknown. Read-aloud and full voice conversation, recording-specific plans/limits and verified Swiss German recognition are not established. Voice guide warns about dialects; audio route may traverse public internet/Azure backbone.",
              "evidenceIds": []
            },
            {
              "id": "voice_conversation",
              "question": "Is a live voice mode available?",
              "support": "unknown",
              "answer": "Is a live voice mode available? Unknown. Read-aloud and full voice conversation, recording-specific plans/limits and verified Swiss German recognition are not established. Voice guide warns about dialects; audio route may traverse public internet/Azure backbone.",
              "evidenceIds": []
            },
            {
              "id": "meeting_summaries",
              "question": "Are meetings transcribed and summarised?",
              "support": "partial",
              "answer": "DPA recording use case covers audio/transcripts, optional video and GPT summaries/follow-up emails. This is a contracted recording use case, not proof every Chat plan includes meeting capture.",
              "evidenceIds": [
                "unique-ai:unique-ai:dpa"
              ]
            },
            {
              "id": "swiss_german_speech",
              "question": "Is Swiss German speech recognised?",
              "support": "unknown",
              "answer": "Is Swiss German speech recognised? Unknown. Read-aloud and full voice conversation, recording-specific plans/limits and verified Swiss German recognition are not established. Voice guide warns about dialects; audio route may traverse public internet/Azure backbone.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Read-aloud and full voice conversation, recording-specific plans/limits and verified Swiss German recognition are not established. Voice guide warns about dialects; audio route may traverse public internet/Azure backbone."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:voice",
            "unique-ai:unique-ai:voice-user",
            "unique-ai:unique-ai:dpa"
          ]
        }
      ]
    },
    {
      "id": "WORK-06",
      "title": "Data analysis and document output",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record code execution for data analysis, charts, and generation of downloadable Word, Excel, PowerPoint and PDF files. Analyse the fixture Excel and request a PowerPoint summary. Record where code runs and whether files are editable.",
      "questions": [
        {
          "id": "data_analysis",
          "question": "Can it analyse spreadsheets with executed code?"
        },
        {
          "id": "charts",
          "question": "Can it produce charts?"
        },
        {
          "id": "office_file_output",
          "question": "Can it create Word, Excel or PowerPoint files?"
        },
        {
          "id": "canvas_editing",
          "question": "Is there a document or canvas editor for iterating on output?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Beta sandbox/Skills create Office files. Document mode supports iteration, with alpha incremental editing distinguished from the broader document workflow.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform 2.0.1; alpha incremental document editing; sandbox/Skills separately Beta",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "data_analysis",
              "question": "Can it analyse spreadsheets with executed code?",
              "support": "partial",
              "answer": "Beta Skills run file-producing work through sandbox_run_python or sandbox_run_command and provide spreadsheet/CSV operations. The sandbox service and skills permission must be enabled. Analysis correctness and formula preservation were not benchmarked.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-12-20261026",
                "cohere-north:cohere-north:north-release-html-20261026"
              ]
            },
            {
              "id": "charts",
              "question": "Can it produce charts?",
              "support": "partial",
              "answer": "The document-mode guide describes Data Interpreter creating a chart and embedding it in the editor. The inaccessible sandbox/interpreter guides do not establish a complete plotting-library inventory; chart correctness was not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-9-20261026"
              ]
            },
            {
              "id": "office_file_output",
              "question": "Can it create Word, Excel or PowerPoint files?",
              "support": "supported",
              "answer": "Beta Skills include DOCX/PPTX/XLSX/CSV creation/editing; model and sandbox prerequisites apply.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-12-20261026"
              ]
            },
            {
              "id": "canvas_editing",
              "question": "Is there a document or canvas editor for iterating on output?",
              "support": "supported",
              "answer": "Document mode combines direct editing, prompted edits, version history and PDF/DOCX/MD/HTML export. Incremental document-editing controls are alpha; this does not make the whole criterion beta or generally available.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-9-20261026",
                "cohere-north:cohere-north:n-north-changelog-20261026"
              ]
            }
          ],
          "limitations": [
            "data_analysis: Beta Skills run file-producing work through sandbox_run_python or sandbox_run_command and provide spreadsheet/CSV operations. The sandbox service and skills permission must be enabled. Analysis correctness and formula preservation were not benchmarked.",
            "charts: The document-mode guide describes Data Interpreter creating a chart and embedding it in the editor. The inaccessible sandbox/interpreter guides do not establish a complete plotting-library inventory; chart correctness was not tested."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-12-20261026",
            "cohere-north:cohere-north:north-release-html-20261026",
            "cohere-north:cohere-north:n-doc-9-20261026",
            "cohere-north:cohere-north:n-north-changelog-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enabled Chat Code Execution and Conduct can analyse data and produce downloadable files. Selected KB documents can be preloaded into the code container; ordinary unrestricted KB retrieval is separate.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "conduct"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; Chat Code Execution or Conduct; model compatibility and flags configured separately availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [
              "Code Execution / Conduct enablement per contract"
            ],
            "deploymentMode": null,
            "region": "Documented Azure code container for the Azure route; LiteLLM execution region unverified; Conduct sandbox per contracted deployment",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "conduct",
                "name": "Unique AI Conduct",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "data_analysis",
              "question": "Can it analyse spreadsheets with executed code?",
              "support": "partial",
              "answer": "Chat Code Execution runs Python for CSV/XLSX analysis. The general limitation says KB files are not directly accessible, but admin configuration additionalUploadedDocuments preloads selected KB content_ids, for example templates, into the container. The documented Azure route has no outbound internet/runtime installs and a ten-file/100 MB per-file limit. The compatibility table also lists LiteLLM OpenAI models; that does not establish the same execution-region controls for every route. Conduct separately runs Python/Bash.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-code",
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "charts",
              "question": "Can it produce charts?",
              "support": "supported",
              "answer": "The Code Execution guide documents matplotlib PNG/SVG and inline charts. Its described Azure container lacks kaleido, limiting Plotly static exports; no statement about every alternative runtime is inferred.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-code"
              ]
            },
            {
              "id": "office_file_output",
              "question": "Can it create Word, Excel or PowerPoint files?",
              "support": "partial",
              "answer": "The guide documents DOCX/XLSX generation and PPTX from supplied templates, with variable presentation quality. KB templates can be supplied by the admin preload setting. Generated files remain outside Conduct source-citation/hallucination checks.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-code",
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "canvas_editing",
              "question": "Is there a document or canvas editor for iterating on output?",
              "support": "unknown",
              "answer": "No dedicated canvas editor or editable spreadsheet-to-PowerPoint fixture result was established. Downloadable file generation does not establish in-product canvas editing.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Selected admin-preloaded KB files are supported; this is not arbitrary sandbox retrieval of the whole Knowledge Base.",
            "The page lists Azure and LiteLLM-compatible model IDs but describes Azure-specific container controls. Actual provider execution routing and entitlement require deployment configuration.",
            "No generated-file quality/editability fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-code",
            "unique-ai:unique-ai:conduct"
          ]
        }
      ]
    },
    {
      "id": "WORK-07",
      "title": "Sharing and team spaces",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record chat sharing (link, user, group), shared projects or team spaces, channels or group chat with AI, and commenting. Test sharing a chat with a colleague in another group and record what the recipient sees, including knowledge they lack access to.",
      "questions": [
        {
          "id": "share_chats",
          "question": "Can chats be shared inside the organisation?"
        },
        {
          "id": "team_spaces",
          "question": "Are shared projects or workspaces available?"
        },
        {
          "id": "group_chat",
          "question": "Can several people chat together with the AI?"
        },
        {
          "id": "share_permission_boundary",
          "question": "Does sharing respect the recipient's access to sources?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Shared snapshots and source collections have different access boundaries.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "share_chats",
              "question": "Can chats be shared inside the organisation?",
              "support": "supported",
              "answer": "Signed-in colleagues open read-only snapshot links with messages, citations, thinking and presented sandbox files; subsequent changes need a new link.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-4"
              ]
            },
            {
              "id": "team_spaces",
              "question": "Are shared projects or workspaces available?",
              "support": "partial",
              "answer": "Beta Libraries share collections via user/group/company roles. Alpha Projects are private per-user workspaces; not shared team Projects.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-42",
                "cohere-north:cohere-north:n-doc-11"
              ]
            },
            {
              "id": "group_chat",
              "question": "Can several people chat together with the AI?",
              "support": "unknown",
              "answer": "Unknown for group_chat. Chat links are static read-only snapshots. Concurrent human group chat and rechecking original-source ACLs on all shared-answer content were not established.",
              "evidenceIds": []
            },
            {
              "id": "share_permission_boundary",
              "question": "Does sharing respect the recipient's access to sources?",
              "support": "partial",
              "answer": "Shared chat exposes existing answer text/files to signed-in recipients; no original-source ACL recheck established. Library/agent retrieval separately checks source and library access.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-4",
                "cohere-north:cohere-north:n-doc-152"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: group_chat."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-4",
            "cohere-north:cohere-north:n-doc-42",
            "cohere-north:cohere-north:n-doc-11",
            "cohere-north:cohere-north:n-doc-152"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Shared Chats is GA in release 2026.42, with company settings and a per-Space toggle. Simultaneous group conversation and recipient source-permission handling remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "2026.42 or later",
            "plan": "Contracted Unique AI platform; Shared Chats and Spaces; sharing settings and deployed release availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "share_chats",
              "question": "Can chats be shared inside the organisation?",
              "support": "supported",
              "answer": "Release 2026.42 makes whole-chat sharing GA and on by default for companies, while each Space still needs its Shared chat toggle. Explicit existing company preferences are preserved. Owners can search recipients and copy share links.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-release42"
              ]
            },
            {
              "id": "team_spaces",
              "question": "Are shared projects or workspaces available?",
              "support": "partial",
              "answer": "Admins publish shared Spaces with people/group Can chat and Can manage roles. These share agent configuration/knowledge, not necessarily a conversation.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "group_chat",
              "question": "Can several people chat together with the AI?",
              "support": "unknown",
              "answer": "Whole-chat sharing is documented. A simultaneous multi-person AI conversation, collaborative commenting or live co-editing mode was not established or tested.",
              "evidenceIds": []
            },
            {
              "id": "share_permission_boundary",
              "question": "Does sharing respect the recipient's access to sources?",
              "support": "unknown",
              "answer": "Whole-chat sharing is documented, but whether a recipient can open every cited source or inherits source permissions was not established in the retrieved release/Space documentation. No cross-group fixture was run.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "A shared conversation is not evidence of simultaneous group participation or recipient access to every source.",
            "No cross-group shared-chat permission fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:review2-release42"
          ]
        }
      ]
    },
    {
      "id": "WORK-08",
      "title": "Interface languages and accessibility",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record UI languages, focusing on German, French, Italian and English, with translation quality observed (complete, partial, machine-translated). Record response language handling and WCAG conformance statements.",
      "questions": [
        {
          "id": "ui_languages",
          "question": "Which UI languages are offered?"
        },
        {
          "id": "dach_language_quality",
          "question": "Are German, French and Italian UIs complete and natural?"
        },
        {
          "id": "accessibility_statement",
          "question": "Is there a WCAG conformance statement?"
        },
        {
          "id": "admin_ui_languages",
          "question": "Is the admin interface available in German?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:WORK-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "User UI offers German and French among eight languages; accessibility and admin translation remain gaps.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "ui_languages",
              "question": "Which UI languages are offered?",
              "support": "supported",
              "answer": "Guide lists English default, Spanish, French, Portuguese, Arabic, Japanese, Korean and German. Italian is not in this documented selector list.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-1"
              ]
            },
            {
              "id": "dach_language_quality",
              "question": "Are German, French and Italian UIs complete and natural?",
              "support": "partial",
              "answer": "German/French available; Italian not listed. Completeness/naturalness was not tested and model language support does not prove UI quality.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-1"
              ]
            },
            {
              "id": "accessibility_statement",
              "question": "Is there a WCAG conformance statement?",
              "support": "unknown",
              "answer": "Unknown for accessibility_statement. Eight user UI languages are listed. No WCAG conformance statement, complete German admin UI inventory or DE/FR/IT usability assessment was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "admin_ui_languages",
              "question": "Is the admin interface available in German?",
              "support": "unknown",
              "answer": "Unknown for admin_ui_languages. Eight user UI languages are listed. No WCAG conformance statement, complete German admin UI inventory or DE/FR/IT usability assessment was retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: accessibility_statement, admin_ui_languages."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-1"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Current release notes document German, French and Swiss German UI language behaviour; completeness and accessibility remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "ui_languages",
              "question": "Which UI languages are offered?",
              "support": "partial",
              "answer": "Release2026.42 describes German/French label translations and selected-language login/notices/errors/side-panels, including Swiss German spellings. A complete language matrix was not provided.",
              "evidenceIds": [
                "unique-ai:unique-ai:release42"
              ]
            },
            {
              "id": "dach_language_quality",
              "question": "Are German, French and Italian UIs complete and natural?",
              "support": "unknown",
              "answer": "Are German, French and Italian UIs complete and natural? Unknown. DE/FR/IT/EN voice and text-language capabilities are not a UI-localisation matrix. No authenticated user/admin language-quality pass or current WCAG conformance statement was obtained.",
              "evidenceIds": []
            },
            {
              "id": "accessibility_statement",
              "question": "Is there a WCAG conformance statement?",
              "support": "unknown",
              "answer": "Is there a WCAG conformance statement? Unknown. DE/FR/IT/EN voice and text-language capabilities are not a UI-localisation matrix. No authenticated user/admin language-quality pass or current WCAG conformance statement was obtained.",
              "evidenceIds": []
            },
            {
              "id": "admin_ui_languages",
              "question": "Is the admin interface available in German?",
              "support": "unknown",
              "answer": "Is the admin interface available in German? Unknown. DE/FR/IT/EN voice and text-language capabilities are not a UI-localisation matrix. No authenticated user/admin language-quality pass or current WCAG conformance statement was obtained.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Release notes describe locale fixes, not a full UI audit or conformance statement. No authenticated UI was reviewed."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:release42"
          ]
        }
      ]
    },
    {
      "id": "ADM-01",
      "title": "Single sign-on and authentication",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record SAML, OIDC, Microsoft Entra ID, Google, LDAP, MFA enforcement, conditional-access compatibility, domain verification and plan restrictions. Test one SSO login on a trial where possible.",
      "questions": [
        {
          "id": "sso_protocols",
          "question": "Which SSO protocols and identity providers work?"
        },
        {
          "id": "sso_plan",
          "question": "Which plan includes SSO?"
        },
        {
          "id": "mfa",
          "question": "Can MFA be enforced?"
        },
        {
          "id": "conditional_access",
          "question": "Do Entra conditional-access policies apply?"
        },
        {
          "id": "domain_capture",
          "question": "Can the company claim its email domain?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North supports OIDC, SAML and hybrid identity patterns in customer deployments.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "sso_protocols",
              "question": "Which SSO protocols and identity providers work?",
              "support": "supported",
              "answer": "Dex-based broker supports OIDC preferred/SAML legacy, LDAP shim, Entra-LDAP hybrid and authentication proxy; interactive SSO uses authorization-code PKCE.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-105"
              ]
            },
            {
              "id": "sso_plan",
              "question": "Which plan includes SSO?",
              "support": "partial",
              "answer": "SSO is documented for deployed North; no public commercial tier restriction or included-price matrix retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-105"
              ]
            },
            {
              "id": "mfa",
              "question": "Can MFA be enforced?",
              "support": "partial",
              "answer": "Authentication proxy supports external MFA chains; no standalone North-enforced MFA policy was retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-105"
              ]
            },
            {
              "id": "conditional_access",
              "question": "Do Entra conditional-access policies apply?",
              "support": "unknown",
              "answer": "Unknown for conditional_access. SSO protocols and IdP integration are documented. Tenant MFA/conditional-access enforcement and domain capture were not exercised.",
              "evidenceIds": []
            },
            {
              "id": "domain_capture",
              "question": "Can the company claim its email domain?",
              "support": "unknown",
              "answer": "Unknown for domain_capture. SSO protocols and IdP integration are documented. Tenant MFA/conditional-access enforcement and domain capture were not exercised.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: conditional_access, domain_capture."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-105"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Zitadel supports Entra OIDC, generic OIDC and SAML across documented deployment types.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "sso_protocols",
              "question": "Which SSO protocols and identity providers work?",
              "support": "supported",
              "answer": "Setup guides explicitly cover Entra ID OIDC, generic OIDC and SAML, including IdP metadata for closed networks.",
              "evidenceIds": [
                "unique-ai:unique-ai:sso"
              ]
            },
            {
              "id": "sso_plan",
              "question": "Which plan includes SSO?",
              "support": "partial",
              "answer": "Compliance matrix lists SSO for multi-tenant, single-tenant, client-hosted and on-premise modes. Numeric tariff prerequisites are not public.",
              "evidenceIds": [
                "unique-ai:unique-ai:sso",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "mfa",
              "question": "Can MFA be enforced?",
              "support": "partial",
              "answer": "Hosted compliance matrix lists enforced 2FA; SSO setup delegates authentication to the external IdP. Exact customer MFA policy controls need verification.",
              "evidenceIds": [
                "unique-ai:unique-ai:sso",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "conditional_access",
              "question": "Do Entra conditional-access policies apply?",
              "support": "unknown",
              "answer": "Do Entra conditional-access policies apply? Unknown. Entra conditional-access compatibility, verified domain capture and tariff-specific SSO/MFA entitlements were not tested/documented.",
              "evidenceIds": []
            },
            {
              "id": "domain_capture",
              "question": "Can the company claim its email domain?",
              "support": "unknown",
              "answer": "Can the company claim its email domain? Unknown. Entra conditional-access compatibility, verified domain capture and tariff-specific SSO/MFA entitlements were not tested/documented.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Entra conditional-access compatibility, verified domain capture and tariff-specific SSO/MFA entitlements were not tested/documented."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:sso",
            "unique-ai:unique-ai:compliance"
          ]
        }
      ]
    },
    {
      "id": "ADM-02",
      "title": "User provisioning and lifecycle",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record SCIM, just-in-time provisioning, group sync from the identity provider, deprovisioning effects (chats, assistants, knowledge ownership transfer) and licence assignment. Deprovision a test user and record what happens to their content.",
      "questions": [
        {
          "id": "scim",
          "question": "Is SCIM provisioning supported?"
        },
        {
          "id": "group_sync",
          "question": "Are identity-provider groups synced?"
        },
        {
          "id": "jit_provisioning",
          "question": "Are users created at first login?"
        },
        {
          "id": "deprovisioning",
          "question": "What happens to a removed user's data and shared assets?"
        },
        {
          "id": "seat_assignment",
          "question": "Can admins assign and reclaim seats?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "JIT and alpha SCIM provision users/groups; deletion preserves selected shared assets.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "scim",
              "question": "Is SCIM provisioning supported?",
              "support": "supported",
              "answer": "SCIM2 alpha provides user/group lifecycle and is bidirectional; incompatible with some connector group-filter settings.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-112"
              ]
            },
            {
              "id": "group_sync",
              "question": "Are identity-provider groups synced?",
              "support": "partial",
              "answer": "JIT groups hydrate at login/session refresh; SCIM can sync groups including matching preregistered names. No propagation measurement.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-111",
                "cohere-north:cohere-north:n-doc-112"
              ]
            },
            {
              "id": "jit_provisioning",
              "question": "Are users created at first login?",
              "support": "supported",
              "answer": "First successful login automatically creates user linked to external ID; no pre-invite required in this documented mode.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-111"
              ]
            },
            {
              "id": "deprovisioning",
              "question": "What happens to a removed user's data and shared assets?",
              "support": "supported",
              "answer": "Disable removes access reversibly; delete uses grace policy, keeps shared agents/workflows/files but removes Microsoft libraries even if shared. Admin can transfer preserved assets; cleanup asynchronous.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-112",
                "cohere-north:cohere-north:n-doc-90",
                "cohere-north:cohere-north:n-doc-153"
              ]
            },
            {
              "id": "seat_assignment",
              "question": "Can admins assign and reclaim seats?",
              "support": "unknown",
              "answer": "Unknown for seat_assignment. JIT and alpha bidirectional SCIM are documented. Commercial seat assignment and measured identity-propagation timing were not retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "SCIM alpha; graceful deletion settings beta. Commercial seat assignment unverified.",
            "Remaining atomic gaps: seat_assignment."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-112",
            "cohere-north:cohere-north:n-doc-111",
            "cohere-north:cohere-north:n-doc-90",
            "cohere-north:cohere-north:n-doc-153"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "SCIM, group sync and SAML automatic user creation are documented.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "scim",
              "question": "Is SCIM provisioning supported?",
              "support": "supported",
              "answer": "Unique supplies SCIM URL/key for IdP synchronisation, with an Entra guide.",
              "evidenceIds": [
                "unique-ai:unique-ai:scim"
              ]
            },
            {
              "id": "group_sync",
              "question": "Are identity-provider groups synced?",
              "support": "supported",
              "answer": "SCIM syncs users/groups; SSO group claims can also sync on login, requiring optional Graph group permission/admin consent.",
              "evidenceIds": [
                "unique-ai:unique-ai:scim",
                "unique-ai:unique-ai:sso"
              ]
            },
            {
              "id": "jit_provisioning",
              "question": "Are users created at first login?",
              "support": "supported",
              "answer": "SAML setup explicitly enables automatic creation/update and account creation.",
              "evidenceIds": [
                "unique-ai:unique-ai:sso"
              ]
            },
            {
              "id": "deprovisioning",
              "question": "What happens to a removed user's data and shared assets?",
              "support": "unknown",
              "answer": "What happens to a removed user's data and shared assets? Unknown. Leaver-content ownership transfer, deletion effects and licence assignment/reclamation are not specified; no deprovisioning fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "seat_assignment",
              "question": "Can admins assign and reclaim seats?",
              "support": "unknown",
              "answer": "Can admins assign and reclaim seats? Unknown. Leaver-content ownership transfer, deletion effects and licence assignment/reclamation are not specified; no deprovisioning fixture was run.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Leaver-content ownership transfer, deletion effects and licence assignment/reclamation are not specified; no deprovisioning fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:scim",
            "unique-ai:unique-ai:sso"
          ]
        }
      ]
    },
    {
      "id": "ADM-03",
      "title": "Roles, groups and feature permissions",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record admin roles, delegated admins, groups, per-feature permissions (web search, image generation, connectors, file upload, agents), separation of subsidiaries or departments, and enforcement. Test one disabled feature for one group.",
      "questions": [
        {
          "id": "admin_roles",
          "question": "Which admin roles exist, and can admin rights be delegated?"
        },
        {
          "id": "groups",
          "question": "Can permissions be set per group?"
        },
        {
          "id": "feature_toggles",
          "question": "Which features can be switched on or off per group?"
        },
        {
          "id": "multi_entity",
          "question": "Can subsidiaries or departments be separated within one contract?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North delegates fine-grained roles/groups; separately administered subsidiaries count as application instances.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_roles",
              "question": "Which admin roles exist, and can admin rights be delegated?",
              "support": "supported",
              "answer": "System roles include Agent/Automation/Tools managers, Compliance Requester/Approver and Library Access Manager; custom roles and individual temporary assignments. Some grants, including model configuration, must be assigned directly.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-114"
              ]
            },
            {
              "id": "groups",
              "question": "Can permissions be set per group?",
              "support": "supported",
              "answer": "Permissions/roles/resources assign users, IdP groups or company. JIT group membership updates with token/session refresh; rename/delete needs configuration review.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-114",
                "cohere-north:cohere-north:n-doc-111"
              ]
            },
            {
              "id": "feature_toggles",
              "question": "Which features can be switched on or off per group?",
              "support": "supported",
              "answer": "Group grants control agents, tools, libraries, automation and some admin capabilities; models additionally have alpha RBAC and inherited-owner exceptions.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-114",
                "cohere-north:cohere-north:n-doc-134",
                "cohere-north:cohere-north:n-doc-18"
              ]
            },
            {
              "id": "multi_entity",
              "question": "Can subsidiaries or departments be separated within one contract?",
              "support": "partial",
              "answer": "Separate administered installation with its own users/config/data is a separate licensed Application Instance, including business units/subsidiaries. Single-contract multi-instance price unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-114",
            "cohere-north:cohere-north:n-doc-111",
            "cohere-north:cohere-north:n-doc-134",
            "cohere-north:cohere-north:n-doc-18",
            "cohere-north:cohere-north:n-doc-158"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Four role/access layers separate identity, feature, Space and knowledge controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_roles",
              "question": "Which admin roles exist, and can admin rights be delegated?",
              "support": "supported",
              "answer": "IAM owner/viewer/org-manager plus Unique application roles delegate administration; Space Can manage grants local configuration.",
              "evidenceIds": [
                "unique-ai:unique-ai:roles",
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "groups",
              "question": "Can permissions be set per group?",
              "support": "supported",
              "answer": "Users/groups receive Space and ScopeAccess permissions.",
              "evidenceIds": [
                "unique-ai:unique-ai:roles"
              ]
            },
            {
              "id": "feature_toggles",
              "question": "Which features can be switched on or off per group?",
              "support": "partial",
              "answer": "Tools and upload settings are configured per Space, then Spaces shared to groups. A global group-feature matrix is not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "multi_entity",
              "question": "Can subsidiaries or departments be separated within one contract?",
              "support": "partial",
              "answer": "Compliance docs describe workspace isolation for departments/client engagements. Multi-subsidiary contractual/billing boundaries are not specified.",
              "evidenceIds": [
                "unique-ai:unique-ai:compliance"
              ]
            }
          ],
          "limitations": [
            "No two-user disabled-feature test was run. Full cross-Space per-group controls and legal-entity separation require contracted setup."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:roles",
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:compliance"
          ]
        }
      ]
    },
    {
      "id": "ADM-04",
      "title": "Usage and adoption analytics",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record dashboards for active users, usage by feature, model, group and assistant, export, and privacy controls (aggregation, pseudonymisation, works-council-friendly settings). Distinguish aggregate adoption metrics from per-person monitoring.",
      "questions": [
        {
          "id": "adoption_dashboard",
          "question": "Is there an adoption dashboard?"
        },
        {
          "id": "breakdowns",
          "question": "Can usage be broken down by group, model, feature and assistant?"
        },
        {
          "id": "export",
          "question": "Can usage data be exported?"
        },
        {
          "id": "privacy_modes",
          "question": "Can per-person reporting be limited or pseudonymised?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Alpha analytics offers detailed adoption/usage exports with named-user visibility.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "adoption_dashboard",
              "question": "Is there an adoption dashboard?",
              "support": "supported",
              "answer": "Separate Helm/ClickHouse analytics stack reports adoption, agents, automations, tools and libraries with date/group filters.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-78"
              ]
            },
            {
              "id": "breakdowns",
              "question": "Can usage be broken down by group, model, feature and assistant?",
              "support": "supported",
              "answer": "Groups/models/sources/agents/workflows/tools and user leaderboards documented; sampled/capped cards have explicit limitations.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-78"
              ]
            },
            {
              "id": "export",
              "question": "Can usage data be exported?",
              "support": "supported",
              "answer": "Cards export CSV data or PNG; CSV includes user names and capped tables export only loaded scope.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-78"
              ]
            },
            {
              "id": "privacy_modes",
              "question": "Can per-person reporting be limited or pseudonymised?",
              "support": "partial",
              "answer": "Raw analytics event collection can be disabled and retention configured. This does not establish pseudonymisation or removal of named-user reporting in the dashboard.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-95",
                "cohere-north:cohere-north:n-doc-78"
              ]
            }
          ],
          "limitations": [
            "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-78",
            "cohere-north:cohere-north:n-doc-95"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Analytics exports cover adoption, assistants, models and tools with privacy controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "adoption_dashboard",
              "question": "Is there an adoption dashboard?",
              "support": "supported",
              "answer": "Reports cover daily/weekly/monthly active users, assistant interactions and document reference statistics.",
              "evidenceIds": [
                "unique-ai:unique-ai:analytics"
              ]
            },
            {
              "id": "breakdowns",
              "question": "Can usage be broken down by group, model, feature and assistant?",
              "support": "partial",
              "answer": "Detailed exports include assistant/model, tool calls, skills, cost and tokens. Group and cost-centre breakdowns were not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:analytics"
              ]
            },
            {
              "id": "export",
              "question": "Can usage data be exported?",
              "support": "supported",
              "answer": "Admins request and download reports with date/assistant filtering; model usage supports CSV.",
              "evidenceIds": [
                "unique-ai:unique-ai:analytics",
                "unique-ai:unique-ai:cost"
              ]
            },
            {
              "id": "privacy_modes",
              "question": "Can per-person reporting be limited or pseudonymised?",
              "support": "supported",
              "answer": "Environment flags anonymise export emails, optionally with stable pseudonyms; detailed exports respect organisation settings.",
              "evidenceIds": [
                "unique-ai:unique-ai:analytics"
              ]
            }
          ],
          "limitations": [
            "Exact group breakdowns, every dashboard entitlement and suppression beyond exported identifiers need verification."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:analytics",
            "unique-ai:unique-ai:cost"
          ]
        }
      ]
    },
    {
      "id": "ADM-05",
      "title": "Spend controls and cost allocation",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record cost visibility per user, group and cost centre, budgets and their behaviour (alert, block, downgrade model), pooled credits, and chargeback exports. Test a small budget on a trial where possible. Distinguish billed amounts, estimates and unavailable amounts.",
      "questions": [
        {
          "id": "cost_visibility",
          "question": "Can admins see cost or consumption per user and group?"
        },
        {
          "id": "budgets",
          "question": "Can budgets be set per user or group?"
        },
        {
          "id": "budget_enforcement",
          "question": "Does reaching a budget alert, block or downgrade?"
        },
        {
          "id": "chargeback",
          "question": "Can costs be exported per cost centre?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North reports token use and can limit capacity; a currency budget ledger is unverified.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_visibility",
              "question": "Can admins see cost or consumption per user and group?",
              "support": "partial",
              "answer": "Analytics shows user/group/agent/model token activity; Prometheus/Grafana has provider/model billed/raw counters without per-user labels and can undercount. Currency cost reconciliation unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-78",
                "cohere-north:cohere-north:n-doc-207"
              ]
            },
            {
              "id": "budgets",
              "question": "Can budgets be set per user or group?",
              "support": "partial",
              "answer": "Alpha Flow control caps requests/input/output tokens by user/group/rules, not a verified CHF/EUR spend budget.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-137"
              ]
            },
            {
              "id": "budget_enforcement",
              "question": "Does reaching a budget alert, block or downgrade?",
              "support": "partial",
              "answer": "Limits block for the window only when Helm proxy deployed; unlimited default/failure allow option can admit use. Currency overshoot bounds and chargeback not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-137"
              ]
            },
            {
              "id": "chargeback",
              "question": "Can costs be exported per cost centre?",
              "support": "unknown",
              "answer": "Unknown for chargeback. Token metrics and alpha capacity limits are documented. Currency budgets, billing reconciliation and cost-centre allocation were not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported.",
            "Remaining atomic gaps: chargeback."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-78",
            "cohere-north:cohere-north:n-doc-207",
            "cohere-north:cohere-north:n-doc-137"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Off-by-default beta cost management offers estimated spend and enforced daily caps.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_visibility",
              "question": "Can admins see cost or consumption per user and group?",
              "support": "partial",
              "answer": "Tracks estimated USD/input/output tokens by user, model, assistant/app; a billed invoice reconciliation or group cost view is not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost"
              ]
            },
            {
              "id": "budgets",
              "question": "Can budgets be set per user or group?",
              "support": "supported",
              "answer": "Company fallback, group and user daily USD caps; user override first, highest applicable group limit next.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost"
              ]
            },
            {
              "id": "budget_enforcement",
              "question": "Does reaching a budget alert, block or downgrade?",
              "support": "supported",
              "answer": "Before the next call, accumulated daily spend at cap blocks the model call; resets at local midnight. Docs warn caps may break background-job SLAs.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost"
              ]
            },
            {
              "id": "chargeback",
              "question": "Can costs be exported per cost centre?",
              "support": "partial",
              "answer": "CSV exports contain user/app/assistant/model/token/cost metadata, with privacy controls. Cost-centre attribution is not documented.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost"
              ]
            }
          ],
          "limitations": [
            "No small-budget fixture was run. Estimates are configurable cost-sheet values, not a public billing tariff; cost-centre and full invoice reconciliation remain gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:cost"
          ]
        }
      ]
    },
    {
      "id": "ADM-06",
      "title": "Audit logs and compliance export",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record which events are logged (logins, admin changes, prompts, responses, file access, connector queries), retention, export or SIEM streaming, and eDiscovery/legal hold. Use the word audit only with a defined retention and integrity model.",
      "questions": [
        {
          "id": "admin_events",
          "question": "Are admin and security events logged?"
        },
        {
          "id": "content_logging",
          "question": "Can prompts and answers be retained for compliance, and is it configurable?"
        },
        {
          "id": "siem_export",
          "question": "Can logs stream to a SIEM or be exported?"
        },
        {
          "id": "ediscovery",
          "question": "Are eDiscovery and legal hold supported?"
        },
        {
          "id": "log_retention",
          "question": "How long are logs kept?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Alpha audits and approval-controlled compliance export coexist with operator log forwarding.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_events",
              "question": "Are admin and security events logged?",
              "support": "supported",
              "answer": "Audits records identity, permission, configuration, model/tool, sharing and compliance events; filters and GET audit API exist.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-140-20261026"
              ]
            },
            {
              "id": "content_logging",
              "question": "Can prompts and answers be retained for compliance, and is it configurable?",
              "support": "partial",
              "answer": "Alpha Compliance uses a request/approval workflow for 24-hour conversation review and CSV export, including guardrail-blocked/redacted messages. Self-approval is forbidden; view access and self-grants are restricted. Exact Organization admin approval rights remain unknown because the permission table and Reviewing requests prerequisite disagree.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-139-20261026"
              ]
            },
            {
              "id": "siem_export",
              "question": "Can logs stream to a SIEM or be exported?",
              "support": "partial",
              "answer": "Audit records can be queried through GET /v1/admin/audits, with an actions endpoint and date/action filters. A complete supported SIEM integration, delivery/retry guarantee or content-stream schema was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-140-20261026"
              ]
            },
            {
              "id": "ediscovery",
              "question": "Are eDiscovery and legal hold supported?",
              "support": "partial",
              "answer": "Compliance supports investigation/preservation downloads; specific eDiscovery/legal hold preventing deletion was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-139-20261026"
              ]
            },
            {
              "id": "log_retention",
              "question": "How long are logs kept?",
              "support": "unknown",
              "answer": "Retrieved Audits and Compliance pages do not state numeric audit-log retention or immutability. Analytics-event retention is a different dataset, and the general Security page could not be retrieved in public representations. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/audits?format=html, https://private.docs.cohere.com/north/docs/admin/compliance?format=html, https://private.docs.cohere.com/north/docs/admin/permissions?format=html. No additional scoped evidence established this answer.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "content_logging: Alpha Compliance uses a request/approval workflow for 24-hour conversation review and CSV export, including guardrail-blocked/redacted messages. Self-approval is forbidden; view access and self-grants are restricted. Exact Organization admin approval rights remain unknown because the permission table and Reviewing requests prerequisite disagree.",
            "siem_export: Audit records can be queried through GET /v1/admin/audits, with an actions endpoint and date/action filters. A complete supported SIEM integration, delivery/retry guarantee or content-stream schema was not established.",
            "ediscovery: Compliance supports investigation/preservation downloads; specific eDiscovery/legal hold preventing deletion was not established.",
            "log_retention: Retrieved Audits and Compliance pages do not state numeric audit-log retention or immutability. Analytics-event retention is a different dataset, and the general Security page could not be retrieved in public representations. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/audits?format=html, https://private.docs.cohere.com/north/docs/admin/compliance?format=html, https://private.docs.cohere.com/north/docs/admin/permissions?format=html. No additional scoped evidence established this answer."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-140-20261026",
            "cohere-north:cohere-north:n-doc-139-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "API audit events, detailed interaction exports and Single-Tenant security-event streaming are documented. A single authoritative retention period for the customer's audit records is not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; Audit Logs, Analytics and Single-Tenant Security Events Export availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [
              "SEE for the contracted Single-Tenant deployment"
            ],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_events",
              "question": "Are admin and security events logged?",
              "support": "supported",
              "answer": "Event logging covers privileged public/internal API interactions; many self-identity/chat operations are excluded. Basic mode is default; verbose content mode is opt-in.",
              "evidenceIds": [
                "unique-ai:unique-ai:audit"
              ]
            },
            {
              "id": "content_logging",
              "question": "Can prompts and answers be retained for compliance, and is it configurable?",
              "support": "supported",
              "answer": "Detailed chat interaction exports contain prompts/answers for authorised admins and respect configured privacy. Verbose event logging can include CID but is discouraged.",
              "evidenceIds": [
                "unique-ai:unique-ai:analytics",
                "unique-ai:unique-ai:audit"
              ]
            },
            {
              "id": "siem_export",
              "question": "Can logs stream to a SIEM or be exported?",
              "support": "supported",
              "answer": "SEE offers Single-Tenant Azure Defender and Activity events via Event Hub to Sentinel/Splunk, seven-day replay. It excludes tenant-level Entra events and is not a prompt-content audit stream.",
              "evidenceIds": [
                "unique-ai:unique-ai:security-export"
              ]
            },
            {
              "id": "ediscovery",
              "question": "Are eDiscovery and legal hold supported?",
              "support": "unknown",
              "answer": "No public legal-hold/eDiscovery workflow or complete event-log immutability design was established.",
              "evidenceIds": []
            },
            {
              "id": "log_retention",
              "question": "How long are logs kept?",
              "support": "unknown",
              "answer": "Different sources describe different record scopes. The API event guide gives basic-mode MT events 90 days and ST events five years, including post-termination ST retention. DPA 3.15 says audit logs ten years without mapping its audit-log category to those API events. The generic hosted policy says logging up to one year after termination or longer if legally required. SEE has a separate seven-day Event Hub replay window, not the lifetime of all audit records. No customer agreement or authoritative record-class/precedence mapping was retrieved; the applicable audit retention period is unknown.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "API security-event records, detailed prompt/answer interaction exports, SEE replay and generic operational logging are separate sources/data flows. Their public retention figures are not substituted for each other.",
            "No executed customer retention override or legal-hold/eDiscovery fixture was inspected."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-audit",
            "unique-ai:unique-ai:analytics",
            "unique-ai:unique-ai:security-export",
            "unique-ai:unique-ai:review2-dpa",
            "unique-ai:unique-ai:review2-retention"
          ]
        }
      ]
    },
    {
      "id": "ADM-07",
      "title": "Data loss prevention and personal data",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record detection and handling of personal and confidential data before it reaches a model: redaction, masking, blocking, warning. Record integration with Purview, Netskope or similar, and whether filtering runs locally or at a third party. Send a fixture prompt with a Swiss AHV number and IBAN and record the outcome.",
      "questions": [
        {
          "id": "pii_detection",
          "question": "Is personal data detected in prompts and files?"
        },
        {
          "id": "pii_action",
          "question": "Is it redacted, masked, blocked or only warned?"
        },
        {
          "id": "custom_patterns",
          "question": "Can admins add custom patterns or terms?"
        },
        {
          "id": "dlp_integration",
          "question": "Does it integrate with an existing DLP product?"
        },
        {
          "id": "filter_location",
          "question": "Where does filtering run?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Selected-customer beta HiddenLayer can detect/block/redact PII, with permissive defaults and failure paths.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-private",
              "north-web"
            ],
            "version": null,
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [
              "Selected-customer HiddenLayer beta deployment; commercial cost unverified"
            ],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              },
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "pii_detection",
              "question": "Is personal data detected in prompts and files?",
              "support": "partial",
              "answer": "HiddenLayer scans configured prompt/response/tool content and PII entity types; beta available to selected customers after deployment. File coverage depends on what reaches scanned requests, not a verified whole-file DLP pipeline.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-138"
              ]
            },
            {
              "id": "pii_action",
              "question": "Is it redacted, masked, blocked or only warned?",
              "support": "partial",
              "answer": "ALLOW/BLOCK/REDACT supported. Default monitor_only does not enforce; background scans and timeouts can occur after delivery, unsupported entities fail open. Effectiveness not tested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-138"
              ]
            },
            {
              "id": "custom_patterns",
              "question": "Can admins add custom patterns or terms?",
              "support": "unknown",
              "answer": "Unknown for custom_patterns. Selected-customer beta HiddenLayer scanning is documented. Custom regex/customer dictionaries and an external enterprise DLP integration matrix were not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "dlp_integration",
              "question": "Does it integrate with an existing DLP product?",
              "support": "partial",
              "answer": "HiddenLayer AIDR integration documented; generic existing-DLP/Purview connector not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-138",
                "cohere-north:cohere-north:n-doc-193"
              ]
            },
            {
              "id": "filter_location",
              "question": "Where does filtering run?",
              "support": "supported",
              "answer": "Documented self-contained GPU engine runs inside customer cluster with external HiddenLayer cloud disabled; requires both HiddenLayer and cohere-guardrails releases.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-193"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: custom_patterns."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-138",
            "cohere-north:cohere-north:n-doc-193"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "DLP is primarily customer infrastructure and integration; it is not a verified default native redaction feature.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "pii_detection",
              "question": "Is personal data detected in prompts and files?",
              "support": "unknown",
              "answer": "Is personal data detected in prompts and files? Unknown. Default prompt/file PII detection, specific redaction/block behaviour, custom patterns, supported Purview/Netskope policies and native AHV/IBAN handling were not established or tested. Data redaction docs concern retention, not PII masking.",
              "evidenceIds": []
            },
            {
              "id": "pii_action",
              "question": "Is it redacted, masked, blocked or only warned?",
              "support": "unknown",
              "answer": "Is it redacted, masked, blocked or only warned? Unknown. Default prompt/file PII detection, specific redaction/block behaviour, custom patterns, supported Purview/Netskope policies and native AHV/IBAN handling were not established or tested. Data redaction docs concern retention, not PII masking.",
              "evidenceIds": []
            },
            {
              "id": "custom_patterns",
              "question": "Can admins add custom patterns or terms?",
              "support": "unknown",
              "answer": "Can admins add custom patterns or terms? Unknown. Default prompt/file PII detection, specific redaction/block behaviour, custom patterns, supported Purview/Netskope policies and native AHV/IBAN handling were not established or tested. Data redaction docs concern retention, not PII masking.",
              "evidenceIds": []
            },
            {
              "id": "dlp_integration",
              "question": "Does it integrate with an existing DLP product?",
              "support": "partial",
              "answer": "Documents customer HTTPS proxy/interceptor DLP and post-chat Analytics API scanning; Compliance Layer says pre-LLM calls can be implemented. Multi-Tenant matrix explicitly excludes DLP integration.",
              "evidenceIds": [
                "unique-ai:unique-ai:dlp",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "filter_location",
              "question": "Where does filtering run?",
              "support": "partial",
              "answer": "Proxy inspection runs in customer egress infrastructure; Analytics API supports customer post-chat inspection. A deployment-specific pre-LLM service may be implemented.",
              "evidenceIds": [
                "unique-ai:unique-ai:dlp",
                "unique-ai:unique-ai:compliance"
              ]
            }
          ],
          "limitations": [
            "Default prompt/file PII detection, specific redaction/block behaviour, custom patterns, supported Purview/Netskope policies and native AHV/IBAN handling were not established or tested. Data redaction docs concern retention, not PII masking."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:dlp",
            "unique-ai:unique-ai:compliance"
          ]
        }
      ]
    },
    {
      "id": "ADM-08",
      "title": "AI policy and guardrails",
      "group": {
        "id": 5,
        "name": "Administration and governance"
      },
      "judgment": "Record organisation-wide system instructions, acceptable-use notices and acknowledgement, content filters, topic restrictions, AI-output labelling, and admin visibility of policy violations. Separate enforced policy from instructions the model is expected to follow.",
      "questions": [
        {
          "id": "org_instructions",
          "question": "Can admins set organisation-wide instructions?"
        },
        {
          "id": "usage_notice",
          "question": "Can users be required to accept a usage policy?"
        },
        {
          "id": "content_filters",
          "question": "Are content filters configurable?"
        },
        {
          "id": "violation_reporting",
          "question": "Are policy hits visible to admins?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:ADM-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Organisation instructions/policy acceptance exist; content safety checks are advisory.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "org_instructions",
              "question": "Can admins set organisation-wide instructions?",
              "support": "supported",
              "answer": "Optional company instructions append to preamble across all models; agent instructions also apply.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-86"
              ]
            },
            {
              "id": "usage_notice",
              "question": "Can users be required to accept a usage policy?",
              "support": "supported",
              "answer": "Alpha hosted terms can require acceptance at sign-up/tool use and re-acceptance after versions. External terms URL overrides hosted terms.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-145"
              ]
            },
            {
              "id": "content_filters",
              "question": "Are content filters configurable?",
              "support": "partial",
              "answer": "Alpha Content Compliance Auditor offers Contextual/Strict, targeted user/group rules and qualified models. Model chooses whether to check/refuse; unavailable/error verdict can be safe, so not mandatory enforcement.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-138"
              ]
            },
            {
              "id": "violation_reporting",
              "question": "Are policy hits visible to admins?",
              "support": "supported",
              "answer": "Guardrail Events list conversation decisions/categories/actions. Safety Block means unsafe verdict to model, not proof response was prevented.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-138"
              ]
            }
          ],
          "limitations": [
            "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-86",
            "cohere-north:cohere-north:n-doc-145",
            "cohere-north:cohere-north:n-doc-138"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:ADM-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Space instructions/banners and customer-specific login terms are documented.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "org_instructions",
              "question": "Can admins set organisation-wide instructions?",
              "support": "partial",
              "answer": "Admins set Space-level system instructions and persistent banners. A mandatory organisation-wide instruction hierarchy is not specified.",
              "evidenceIds": [
                "unique-ai:unique-ai:agent"
              ]
            },
            {
              "id": "usage_notice",
              "question": "Can users be required to accept a usage policy?",
              "support": "supported",
              "answer": "First login requires terms acceptance; custom terms/editing/deactivation depend on MSA eligibility and admin GraphQL role. Acceptance/version data can be exported.",
              "evidenceIds": [
                "unique-ai:unique-ai:policy"
              ]
            },
            {
              "id": "content_filters",
              "question": "Are content filters configurable?",
              "support": "partial",
              "answer": "Single-tenant Azure prompts pass through Azure content filters; Compliance matrix marks hosted modes with content filtering. Customer filter configuration and scope remain unspecified.",
              "evidenceIds": [
                "unique-ai:unique-ai:single",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "violation_reporting",
              "question": "Are policy hits visible to admins?",
              "support": "unknown",
              "answer": "Are policy hits visible to admins? Unknown. Org-wide instruction enforcement, customer content-filter policy controls and administrator violation reports are not established. Prompt guidance is not guaranteed enforcement.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Org-wide instruction enforcement, customer content-filter policy controls and administrator violation reports are not established. Prompt guidance is not guaranteed enforcement."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:policy",
            "unique-ai:unique-ai:single",
            "unique-ai:unique-ai:compliance"
          ]
        }
      ]
    },
    {
      "id": "DATA-01",
      "title": "Hosting location and data residency",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record country or region separately for chat storage, files and indexes, model inference, backups, logs and telemetry, and support access. Name the cloud provider. Record whether residency is default, a paid option or plan-dependent. \"EU data boundary\" programmes are recorded with their documented exceptions.",
      "questions": [
        {
          "id": "storage_region",
          "question": "Where are chats, files and indexes stored?"
        },
        {
          "id": "inference_region",
          "question": "Where do model calls run, per provider?"
        },
        {
          "id": "backups_logs_region",
          "question": "Where are backups, logs and telemetry?"
        },
        {
          "id": "support_access_region",
          "question": "From where can vendor staff access data?"
        },
        {
          "id": "swiss_hosting",
          "question": "Is Swiss hosting available?"
        },
        {
          "id": "residency_plan",
          "question": "Which plan or option provides residency?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Private North follows customer infrastructure placement; external inference and support need separate scope.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "storage_region",
              "question": "Where are chats, files and indexes stored?",
              "support": "partial",
              "answer": "North/Compass data resides in customer VPC/on-prem storage. Customer chooses country; no fixed vendor-hosted North region matrix retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private",
                "cohere-north:cohere-north:n-doc-168"
              ]
            },
            {
              "id": "inference_region",
              "question": "Where do model calls run, per provider?",
              "support": "partial",
              "answer": "Local model chart stays in customer environment; optional Vault/Foundry/other APIs route inference to separately configured regions. Actual contracted provider region unverified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-168",
                "cohere-north:cohere-north:n-doc-217",
                "cohere-north:cohere-north:n-doc-218"
              ]
            },
            {
              "id": "backups_logs_region",
              "question": "Where are backups, logs and telemetry?",
              "support": "partial",
              "answer": "Operators configure backups, logs and telemetry collectors in their environment. Docs do not fix country or require all exports remain local.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-214",
                "cohere-north:cohere-north:n-doc-208",
                "cohere-north:cohere-north:n-doc-146"
              ]
            },
            {
              "id": "support_access_region",
              "question": "From where can vendor staff access data?",
              "support": "partial",
              "answer": "Private-deployment commitment says Cohere does not receive customer prompts; optional Vault processes inference and support bundles may be shared. Support-staff countries/contract access rules unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-commitments",
                "cohere-north:cohere-north:n-doc-217"
              ]
            },
            {
              "id": "swiss_hosting",
              "question": "Is Swiss hosting available?",
              "support": "partial",
              "answer": "Customer can place private infrastructure in its chosen country, but a Cohere-operated Swiss North hosting SKU/residency promise was not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private"
              ]
            },
            {
              "id": "residency_plan",
              "question": "Which plan or option provides residency?",
              "support": "partial",
              "answer": "Customer-managed private deployment controls location; optional external inference/telemetry/connector routes require separate governance. No named residency add-on price retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private",
                "cohere-north:cohere-north:n-doc-217"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-private",
            "cohere-north:cohere-north:n-doc-168",
            "cohere-north:cohere-north:n-doc-217",
            "cohere-north:cohere-north:n-doc-218",
            "cohere-north:cohere-north:n-doc-214",
            "cohere-north:cohere-north:n-doc-208",
            "cohere-north:cohere-north:n-doc-146",
            "cohere-north:cohere-north:n-commitments"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Documentation offers CH North multitenant hosting and selectable single/customer-hosted regions, with model processing configured separately. The customer's binding residency schedule and full backup/log/support map remain unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; hosted or customer-hosted platform; separately selected model/tool routes availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "Documented options: CH North hosted MT; selected ST/customer region; provider/SKU/tool inference region separately configured; actual contracted boundaries unverified",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "storage_region",
              "question": "Where are chats, files and indexes stored?",
              "support": "partial",
              "answer": "The deployment matrix documents Azure Switzerland North for hosted multitenant and chosen supported regions for Single Tenant. Tenant storage includes PostgreSQL, documents and vector data. These are configuration options; no customer-specific storage schedule was inspected.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-compliance",
                "unique-ai:unique-ai:review2-keys"
              ]
            },
            {
              "id": "inference_region",
              "question": "Where do model calls run, per provider?",
              "support": "partial",
              "answer": "The model catalogue separates Azure regional/Data Zone/Global SKUs and external provider routes, with some Swiss deployments and some global-only services. Actual selected provider/SKU/tool routing must be configured for the contracted deployment. CH storage is not a verified CH inference guarantee.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-models",
                "unique-ai:unique-ai:deepresearch"
              ]
            },
            {
              "id": "backups_logs_region",
              "question": "Where are backups, logs and telemetry?",
              "support": "partial",
              "answer": "Single-tenant backup resources follow the configured landing-zone design and SEE sends events to a separately selected consumer region. An exhaustive physical replica/backup/log/telemetry country matrix was not retrieved.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-single",
                "unique-ai:unique-ai:security-export"
              ]
            },
            {
              "id": "support_access_region",
              "question": "From where can vendor staff access data?",
              "support": "unknown",
              "answer": "The public DPA gives need-to-know access controls and customer-controlled on-premises support, but not an exhaustive physical country list for vendor/subprocessor support access. Office addresses are not used as support-access locations.",
              "evidenceIds": []
            },
            {
              "id": "swiss_hosting",
              "question": "Is Swiss hosting available?",
              "support": "partial",
              "answer": "CH North is a documented hosted-MT option, and selected-region ST can be Swiss. This records available deployment options, not the customer's end-to-end storage/inference/support contract.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-compliance",
                "unique-ai:unique-ai:review2-models"
              ]
            },
            {
              "id": "residency_plan",
              "question": "Which plan or option provides residency?",
              "support": "unknown",
              "answer": "DPA 6.1 says storage stays in Switzerland, while its Appendix A allows a client-chosen Microsoft location and current platform docs offer selected jurisdictions. No current customer MSA, precedence clause or deployment schedule was inspected to resolve the binding scope. A contractual CH-wide residency commitment is not asserted.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Available architecture/region options are not a signed residency schedule. Storage, model inference, backups/logs, support access and external tools must be scoped separately.",
            "DPA CH-storage and chosen-location statements are not reconciled by silently treating one as the current customer contract."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-compliance",
            "unique-ai:unique-ai:review2-models",
            "unique-ai:unique-ai:review2-keys",
            "unique-ai:unique-ai:review2-single",
            "unique-ai:unique-ai:review2-dpa",
            "unique-ai:unique-ai:security-export",
            "unique-ai:unique-ai:deepresearch"
          ]
        }
      ]
    },
    {
      "id": "DATA-02",
      "title": "Deployment options",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record multi-tenant SaaS, dedicated single-tenant instance, deployment in the customer's cloud account, on-premise and air-gapped as separate options with plan and availability. Record which features are missing in each mode, who operates it, and the documented seat or contract threshold for each mode, which can differ from the enterprise plan threshold (e.g. dedicated SaaS from 2,000 seats, own cloud from 5,000). A local-network connector or gateway that reaches on-prem data from a vendor-hosted platform is KNOW-03, not on-premise deployment.",
      "questions": [
        {
          "id": "multi_tenant_saas",
          "question": "Is a shared SaaS offered?"
        },
        {
          "id": "dedicated_instance",
          "question": "Is a dedicated single-tenant instance offered, from what size?"
        },
        {
          "id": "customer_cloud",
          "question": "Can it run in the customer's own cloud account, from what size?"
        },
        {
          "id": "on_premise",
          "question": "Can the whole platform run on customer infrastructure, from what size?"
        },
        {
          "id": "air_gapped",
          "question": "Can it run without internet access?"
        },
        {
          "id": "mode_feature_gaps",
          "question": "Which features are missing outside SaaS?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North can run in customer cloud, on-prem or air-gapped; optional managed inference changes that boundary.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "multi_tenant_saas",
              "question": "Is a shared SaaS offered?",
              "support": "unknown",
              "answer": "Unknown for multi_tenant_saas. Private VPC/on-prem/air-gapped deployment is documented. Seat floors, full SaaS offers and every disconnected-mode feature exception were not established.",
              "evidenceIds": []
            },
            {
              "id": "dedicated_instance",
              "question": "Is a dedicated single-tenant instance offered, from what size?",
              "support": "partial",
              "answer": "Customer-managed North instance supported; Model Vault inference is dedicated Cohere-managed. Minimum seat/capacity size unpriced.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private",
                "cohere-north:cohere-north:n-vault"
              ]
            },
            {
              "id": "customer_cloud",
              "question": "Can it run in the customer's own cloud account, from what size?",
              "support": "partial",
              "answer": "North Helm installs on customer Kubernetes/VPC; infrastructure/network/security operated by customer. No minimum seats retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-165",
                "cohere-north:cohere-north:n-private"
              ]
            },
            {
              "id": "on_premise",
              "question": "Can the whole platform run on customer infrastructure, from what size?",
              "support": "partial",
              "answer": "Whole North app plus Compass/models documented for customer on-prem Kubernetes; component/GPU dependencies apply. No seat floor retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-146",
                "cohere-north:cohere-north:n-doc-168"
              ]
            },
            {
              "id": "air_gapped",
              "question": "Can it run without internet access?",
              "support": "partial",
              "answer": "Vendor explicitly offers air-gapped on-prem deployment. External API/search/remote MCP unavailable without egress; registry/image supply needs mirroring. Contracted disconnected feature matrix not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private",
                "cohere-north:cohere-north:n-doc-126",
                "cohere-north:cohere-north:n-doc-159"
              ]
            },
            {
              "id": "mode_feature_gaps",
              "question": "Which features are missing outside SaaS?",
              "support": "partial",
              "answer": "Remote MCP needs internet; external search/inference also need provider access. Local visual parsing/guardrails require extra models/GPU services. Full parity unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-126",
                "cohere-north:cohere-north:n-doc-14",
                "cohere-north:cohere-north:n-doc-193"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: multi_tenant_saas."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-private",
            "cohere-north:cohere-north:n-vault",
            "cohere-north:cohere-north:n-doc-165",
            "cohere-north:cohere-north:n-doc-146",
            "cohere-north:cohere-north:n-doc-168",
            "cohere-north:cohere-north:n-doc-126",
            "cohere-north:cohere-north:n-doc-159",
            "cohere-north:cohere-north:n-doc-14",
            "cohere-north:cohere-north:n-doc-193"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Current docs offer shared SaaS, dedicated instances, customer cloud and customer-operated on-premise/air-gapped modes.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "multi_tenant_saas",
              "question": "Is a shared SaaS offered?",
              "support": "supported",
              "answer": "Installation overview lists Multi Tenant on Unique cloud.",
              "evidenceIds": [
                "unique-ai:unique-ai:install"
              ]
            },
            {
              "id": "dedicated_instance",
              "question": "Is a dedicated single-tenant instance offered, from what size?",
              "support": "partial",
              "answer": "Unique-managed Single Tenant has its own Azure landing zone separated from other customers. Minimum seats/contract value are unpublished.",
              "evidenceIds": [
                "unique-ai:unique-ai:single"
              ]
            },
            {
              "id": "customer_cloud",
              "question": "Can it run in the customer's own cloud account, from what size?",
              "support": "partial",
              "answer": "Operator guide documents deployment in customer cloud account with Unique software/support; cloud-specific rollout is contracted.",
              "evidenceIds": [
                "unique-ai:unique-ai:operators"
              ]
            },
            {
              "id": "on_premise",
              "question": "Can the whole platform run on customer infrastructure, from what size?",
              "support": "partial",
              "answer": "Customer provisions/manages infrastructure on own premises, may run own models and can exclude Unique access. Minimum commitment not published.",
              "evidenceIds": [
                "unique-ai:unique-ai:onpremsecurity"
              ]
            },
            {
              "id": "air_gapped",
              "question": "Can it run without internet access?",
              "support": "partial",
              "answer": "IT-operator overview explicitly offers a full air-gapped on-premise deployment. Compatibility and feature limitations depend on customer setup.",
              "evidenceIds": [
                "unique-ai:unique-ai:operators",
                "unique-ai:unique-ai:onpremsecurity"
              ]
            },
            {
              "id": "mode_feature_gaps",
              "question": "Which features are missing outside SaaS?",
              "support": "partial",
              "answer": "Compliance matrix separates SSO/content filter/DLP/PAM/key capabilities by mode. Azure Chat Code Execution/voice and external web/providers require those services and cannot be assumed in an isolated environment.",
              "evidenceIds": [
                "unique-ai:unique-ai:compliance",
                "unique-ai:unique-ai:code",
                "unique-ai:unique-ai:voice"
              ]
            }
          ],
          "limitations": [
            "No deployed tenant was inspected. Seat/contract thresholds and an exhaustive offline feature-parity matrix remain unknown; docs establish an option, not universal entitlement."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:install",
            "unique-ai:unique-ai:single",
            "unique-ai:unique-ai:operators",
            "unique-ai:unique-ai:onpremsecurity",
            "unique-ai:unique-ai:compliance",
            "unique-ai:unique-ai:code",
            "unique-ai:unique-ai:voice"
          ]
        }
      ]
    },
    {
      "id": "DATA-03",
      "title": "Training use and provider retention",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record whether customer content trains vendor or provider models, by plan and default; zero-data-retention arrangements with model providers; abuse-monitoring retention and human review; and the model provider's terms that apply. A \"no training\" claim on a marketing page is `vendor-claimed` until the contract or DPA says so.",
      "questions": [
        {
          "id": "vendor_training",
          "question": "Does the vendor train on customer content?"
        },
        {
          "id": "provider_training",
          "question": "Do model providers train on it under this product's contracts?"
        },
        {
          "id": "provider_retention",
          "question": "How long do model providers keep prompts, including for abuse monitoring?"
        },
        {
          "id": "zero_retention",
          "question": "Is zero data retention available, and on which plan?"
        },
        {
          "id": "human_review",
          "question": "Can provider staff review content?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Private North and hosted model APIs have different data-use policies.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "vendor_training",
              "question": "Does the vendor train on customer content?",
              "support": "partial",
              "answer": "Private deployment commitments say Cohere receives no prompts/outputs. Cohere Platform API separately permits opt-out training; do not apply that SaaS default to private North. Optional Vault processes inference.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-commitments",
                "cohere-north:cohere-north:n-doc-217"
              ]
            },
            {
              "id": "provider_training",
              "question": "Do model providers train on it under this product's contracts?",
              "support": "partial",
              "answer": "Self-hosted inference does not call external provider. If operator configures third-party APIs, their customer contracts govern; no blanket no-training assurance retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-177",
                "cohere-north:cohere-north:n-commitments"
              ]
            },
            {
              "id": "provider_retention",
              "question": "How long do model providers keep prompts, including for abuse monitoring?",
              "support": "partial",
              "answer": "Separate Cohere SaaS model Platform logs default30 days with legal/contract/abuse exceptions; private North retention configured locally. Other configured provider retention unverified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-commitments"
              ]
            },
            {
              "id": "zero_retention",
              "question": "Is zero data retention available, and on which plan?",
              "support": "partial",
              "answer": "North↔Model Vault guide documents optional ZDR for inference; North app data remains stored locally. Platform ZDR approval applies separately; not zero chat persistence.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-217",
                "cohere-north:cohere-north:n-commitments"
              ]
            },
            {
              "id": "human_review",
              "question": "Can provider staff review content?",
              "support": "partial",
              "answer": "Private prompts do not reach Cohere by default. Platform security teams may review flagged logs; local admins/investigators can review under North compliance process. Third-party staff rules unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-commitments",
                "cohere-north:cohere-north:n-doc-139"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-commitments",
            "cohere-north:cohere-north:n-doc-217",
            "cohere-north:cohere-north:n-doc-177",
            "cohere-north:cohere-north:n-doc-139"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Hosted Azure documentation says no model training and disabled Microsoft prompt storage/human review; other provider routes require separate terms.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "vendor_training",
              "question": "Does the vendor train on customer content?",
              "support": "supported",
              "answer": "Hosted retention policy says no customer data is used for AI/neural-network training. Public terms allow service development and anonymised metadata use; that is not a blanket prohibition of all secondary processing.",
              "evidenceIds": [
                "unique-ai:unique-ai:retention",
                "unique-ai:unique-ai:terms"
              ]
            },
            {
              "id": "provider_training",
              "question": "Do model providers train on it under this product's contracts?",
              "support": "partial",
              "answer": "Hosted Azure deployment is separate from public OpenAI and training is excluded. Other catalogue providers/direct OpenAI research need their applicable customer terms.",
              "evidenceIds": [
                "unique-ai:unique-ai:retention",
                "unique-ai:unique-ai:models",
                "unique-ai:unique-ai:deepresearch"
              ]
            },
            {
              "id": "provider_retention",
              "question": "How long do model providers keep prompts, including for abuse monitoring?",
              "support": "supported",
              "answer": "For hosted Azure OpenAI, documents/prompts/answers process in memory only, with logging/human-review opt-out. Ordinary application chats persist in Unique databases.",
              "evidenceIds": [
                "unique-ai:unique-ai:retention"
              ]
            },
            {
              "id": "zero_retention",
              "question": "Is zero data retention available, and on which plan?",
              "support": "partial",
              "answer": "Hosted Azure model calls use no provider content storage per opt-out; this is not zero retention of Unique application history, logs or other provider routes.",
              "evidenceIds": [
                "unique-ai:unique-ai:retention"
              ]
            },
            {
              "id": "human_review",
              "question": "Can provider staff review content?",
              "support": "partial",
              "answer": "Hosted Azure guide says Microsoft prompt/response human review is disabled. Vendor staff need-to-know access and alternate model-provider review conditions are separate.",
              "evidenceIds": [
                "unique-ai:unique-ai:retention",
                "unique-ai:unique-ai:dpa"
              ]
            }
          ],
          "limitations": [
            "No signed Azure amendment was inspected. Retention and review conditions for Anthropic, Gemini, Together, xAI and direct OpenAI research remain unverified; do not generalise the Azure-only policy."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:retention",
            "unique-ai:unique-ai:terms",
            "unique-ai:unique-ai:models",
            "unique-ai:unique-ai:deepresearch",
            "unique-ai:unique-ai:dpa"
          ]
        }
      ]
    },
    {
      "id": "DATA-04",
      "title": "Retention and deletion",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record default retention for chats, files, indexes and logs; admin-configured retention; user deletion; deletion after contract end; and deletion confirmation.",
      "questions": [
        {
          "id": "default_retention",
          "question": "What is retained and for how long by default?"
        },
        {
          "id": "admin_retention",
          "question": "Can admins set retention periods?"
        },
        {
          "id": "user_deletion",
          "question": "Can users delete their chats and files permanently?"
        },
        {
          "id": "contract_end_deletion",
          "question": "What is deleted at contract end, and when?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Retention and deletion are operator-configured with separate conversation and user policies.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "default_retention",
              "question": "What is retained and for how long by default?",
              "support": "partial",
              "answer": "Automatic conversation age retention off by default; manually deleted conversations still hard-delete on hourly job with zero effective timeout. Backup/shared-resource retention differs.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-88",
                "cohere-north:cohere-north:n-doc-153"
              ]
            },
            {
              "id": "admin_retention",
              "question": "Can admins set retention periods?",
              "support": "supported",
              "answer": "Alpha enabled defaults90 days from creation plus30-day soft-delete timeout; configurable1+days and0–365days. Retroactive changes and batch queues can affect timing.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-88"
              ]
            },
            {
              "id": "user_deletion",
              "question": "Can users delete their chats and files permanently?",
              "support": "partial",
              "answer": "Users delete conversations; hourly hard cleanup removes messages/metadata with best-effort external resources. Account private-data cleanup follows beta grace policy; shared assets can persist.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-153",
                "cohere-north:cohere-north:n-doc-90"
              ]
            },
            {
              "id": "contract_end_deletion",
              "question": "What is deleted at contract end, and when?",
              "support": "unknown",
              "answer": "Unknown for contract_end_deletion. Conversation/user deletion policies are documented. Commercial contract-end deletion and guaranteed backup purge deadlines were not retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Conversation retention alpha; graceful account deletion beta. Commercial exit deadline unknown.",
            "Remaining atomic gaps: contract_end_deletion."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-88",
            "cohere-north:cohere-north:n-doc-153",
            "cohere-north:cohere-north:n-doc-90"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Chat content clearing, chat uploads, KB documents, contract-end content deletion, recoverable files, backups and audit records have separate policies. No common purge deadline is established for all copies.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; Chat, Knowledge Base and hosted retention configuration; customer-hosted policy separately controlled availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "Contracted storage/provider region; hosted-policy timings not extended to every customer-hosted system",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "default_retention",
              "question": "What is retained and for how long by default?",
              "support": "partial",
              "answer": "The chat-upload guide describes an admin-configured expiry, typically two weeks, for chat uploads. Hosted policy lists no minimum for KB/blob/vector/database content. Neither figure defines audit-event retention or proves a tenant's configured default.",
              "evidenceIds": [
                "unique-ai:unique-ai:files",
                "unique-ai:unique-ai:review2-retention"
              ]
            },
            {
              "id": "admin_retention",
              "question": "Can admins set retention periods?",
              "support": "supported",
              "answer": "DATA_RETENTION_IN_DAYS drives the daily midnight chat-content clearing job; unset/zero disables it. This clears the content categories named by the redaction guide, not all uploads, KB, external tool records or audit events.",
              "evidenceIds": [
                "unique-ai:unique-ai:redaction"
              ]
            },
            {
              "id": "user_deletion",
              "question": "Can users delete their chats and files permanently?",
              "support": "partial",
              "answer": "The redaction guide says deleting a chat removes its Unique chat-content copy and marks the chat record deleted. Separate upload, KB, external-tool, soft-delete, backup and audit policies are not collapsed into that action.",
              "evidenceIds": [
                "unique-ai:unique-ai:redaction"
              ]
            },
            {
              "id": "contract_end_deletion",
              "question": "What is deleted at contract end, and when?",
              "support": "partial",
              "answer": "For Unique-hosted ordinary content, the published policy states a standard 30-day post-termination period unless the customer contract differs. It separately describes recoverable files for 30 days after deletion and database backups for two further weeks. DPA 6.1 requires return/deletion subject to legal record-keeping. Audit-log classes and their contractual lifetime remain unknown under ADM-06; this is not a deadline for deletion of every copy.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-retention",
                "unique-ai:unique-ai:review2-dpa"
              ]
            }
          ],
          "limitations": [
            "Hosted content policy expressly permits contract-specific variation. Its timings do not define API/DPA audit-record retention.",
            "No tenant configuration, customer MSA, final backup purge or external-provider deletion fixture was inspected."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:files",
            "unique-ai:unique-ai:redaction",
            "unique-ai:unique-ai:review2-retention",
            "unique-ai:unique-ai:review2-dpa"
          ]
        }
      ]
    },
    {
      "id": "DATA-05",
      "title": "Sub-processors and foreign-law exposure",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record the published sub-processor list with countries, change-notification rules, the vendor's and parent company's jurisdiction, transfer mechanisms (EU-US Data Privacy Framework, Swiss-US DPF, SCCs) and the vendor's documented position on foreign government access requests (e.g. US CLOUD Act). Record facts, not a legal assessment.",
      "questions": [
        {
          "id": "subprocessor_list",
          "question": "Is a dated sub-processor list published?"
        },
        {
          "id": "subprocessor_countries",
          "question": "Which countries do sub-processors operate in?"
        },
        {
          "id": "change_notification",
          "question": "Are customers notified of sub-processor changes?"
        },
        {
          "id": "parent_jurisdiction",
          "question": "Which jurisdiction governs the vendor and its parent?"
        },
        {
          "id": "transfer_mechanism",
          "question": "Which transfer mechanism applies to non-EU/CH processing?"
        },
        {
          "id": "government_access_policy",
          "question": "Is there a published government-access or transparency policy?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Published terms name Cohere Inc. and the Trust Center lists subprocessors; ultimate post-combination ownership and the complete contracted North inventory remain unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "Published Cohere terms and Trust Center as retrieved 2026-10-21; post-combination ownership excluded as unverified",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "subprocessor_list",
              "question": "Is a dated sub-processor list published?",
              "support": "partial",
              "answer": "Trust Center exposes subprocessors but no visible revision date; complete North-specific contracted inventory not verified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust-20261026"
              ]
            },
            {
              "id": "subprocessor_countries",
              "question": "Which countries do sub-processors operate in?",
              "support": "partial",
              "answer": "Visible rows list Google Cloud, Fullstory, LaunchDarkly, New Relic, Retool, Sentry, Segment, Sendgrid and Vercel in USA. Scope mainly hosted services, not automatic private North content recipients.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust-20261026"
              ]
            },
            {
              "id": "change_notification",
              "question": "Are customers notified of sub-processor changes?",
              "support": "unknown",
              "answer": "Unknown for change_notification. Public Trust Center lists subprocessors without a visible revision date. Full contracted North scope, change notices and post-combination legal structure remain unverified. Search on 2026-10-26: https://trustcenter.cohere.com/?format=html, https://cohere.com/terms-of-use, https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "parent_jurisdiction",
              "question": "Which jurisdiction governs the vendor and its parent?",
              "support": "partial",
              "answer": "The public terms name Cohere Inc. and Ontario/Toronto law. The September 16 Aleph Alpha business-combination agreement remains described as subject to final regulatory approvals in that announcement. Current October 15 AISLE copy calls Aleph Alpha a partnership, not a completed acquisition; no subsequent first-party closing notice was located. A post-combination parent/jurisdiction is not asserted.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-terms-20261026",
                "cohere-north:cohere-north:n-combination-20261026",
                "cohere-north:cohere-north:corporate-aisle-20261026"
              ]
            },
            {
              "id": "transfer_mechanism",
              "question": "Which transfer mechanism applies to non-EU/CH processing?",
              "support": "partial",
              "answer": "Trust Center says its multi-jurisdictional DPA incorporates2021 EU SCCs and describes a TIA. NDA-gated DPA and exact Swiss adaptations not inspected.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust-20261026"
              ]
            },
            {
              "id": "government_access_policy",
              "question": "Is there a published government-access or transparency policy?",
              "support": "partial",
              "answer": "Trust FAQ describes prompt customer notice of government requests unless prohibited, within DPA commitments. Actual North contract/transparency statistics unverified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust-20261026"
              ]
            }
          ],
          "limitations": [
            "subprocessor_list: Trust Center exposes subprocessors but no visible revision date; complete North-specific contracted inventory not verified.",
            "subprocessor_countries: Visible rows list Google Cloud, Fullstory, LaunchDarkly, New Relic, Retool, Sentry, Segment, Sendgrid and Vercel in USA. Scope mainly hosted services, not automatic private North content recipients.",
            "change_notification: Unknown for change_notification. Public Trust Center lists subprocessors without a visible revision date. Full contracted North scope, change notices and post-combination legal structure remain unverified. Search on 2026-10-26: https://trustcenter.cohere.com/?format=html, https://cohere.com/terms-of-use, https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement. No additional scoped evidence established this answer.",
            "parent_jurisdiction: The public terms name Cohere Inc. and Ontario/Toronto law. The September 16 Aleph Alpha business-combination agreement remains described as subject to final regulatory approvals in that announcement. Current October 15 AISLE copy calls Aleph Alpha a partnership, not a completed acquisition; no subsequent first-party closing notice was located. A post-combination parent/jurisdiction is not asserted.",
            "transfer_mechanism: Trust Center says its multi-jurisdictional DPA incorporates2021 EU SCCs and describes a TIA. NDA-gated DPA and exact Swiss adaptations not inspected.",
            "government_access_policy: Trust FAQ describes prompt customer notice of government requests unless prohibited, within DPA commitments. Actual North contract/transparency statistics unverified."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-trust-20261026",
            "cohere-north:cohere-north:n-terms-20261026",
            "cohere-north:cohere-north:n-combination-20261026",
            "cohere-north:cohere-north:corporate-aisle-20261026"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The dated public DPA lists Microsoft, but a complete applicable current subprocessor/country schedule for all contracted model/tool routes was not retrieved. A technical provider catalogue is not substituted for that legal schedule.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; current platform infrastructure and enabled model/tool integrations availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "Actual customer provider/country/transfer schedule unverified",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "subprocessor_list",
              "question": "Is a dated sub-processor list published?",
              "support": "unknown",
              "answer": "The July 2025 public DPA Appendix A lists Microsoft for infrastructure, Cognitive/Azure OpenAI and email. The current technical catalogue offers other provider/tool routes, which may have different contractual roles. No applicable complete current legal schedule or executed customer supplement was retrieved; the Microsoft-only list is not presented as complete.",
              "evidenceIds": []
            },
            {
              "id": "subprocessor_countries",
              "question": "Which countries do sub-processors operate in?",
              "support": "unknown",
              "answer": "DPA Appendix A names CH or a client-chosen Microsoft location; technical model routes separately include regional and global processing. A complete current legal provider/country and support-access schedule for the chosen deployment was not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "change_notification",
              "question": "Are customers notified of sub-processor changes?",
              "support": "unknown",
              "answer": "No applicable current processor-change notification/objection clause for the customer's full provider schedule was retrieved from the DPA or current contract-access documentation.",
              "evidenceIds": []
            },
            {
              "id": "parent_jurisdiction",
              "question": "Which jurisdiction governs the vendor and its parent?",
              "support": "partial",
              "answer": "The current contact page identifies Unique AI AG in Switzerland and regional entities. The public DPA uses Unique AG. Ultimate parent/beneficial-owner jurisdiction and a customer-specific contracting entity were not independently established.",
              "evidenceIds": [
                "unique-ai:unique-ai:contact",
                "unique-ai:unique-ai:review2-dpa"
              ]
            },
            {
              "id": "transfer_mechanism",
              "question": "Which transfer mechanism applies to non-EU/CH processing?",
              "support": "unknown",
              "answer": "No complete customer-content transfer-instrument mapping per non-CH/EU provider was retrieved. The website visitor privacy policy is not substituted for customer-content terms.",
              "evidenceIds": []
            },
            {
              "id": "government_access_policy",
              "question": "Is there a published government-access or transparency policy?",
              "support": "unknown",
              "answer": "No current customer-content government-request/transparency policy was retrieved for the complete contracted provider chain. General banking/DPA assurances do not establish such a policy.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The provider catalogue establishes technical choices, not each party's processor role or the legal schedule for a customer contract.",
            "No sales contact, executed current MSA or nonpublic schedule was obtained."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-dpa",
            "unique-ai:unique-ai:review2-models",
            "unique-ai:unique-ai:review2-governance",
            "unique-ai:unique-ai:contact"
          ]
        }
      ]
    },
    {
      "id": "DATA-06",
      "title": "Contracts and regulatory coverage",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record DPA availability and form (click-through, negotiable), reference to Swiss revDSG and GDPR, governing law and court, EU AI Act documentation (provider or deployer role, transparency materials), and sector-specific materials (FINMA outsourcing, banking secrecy, public sector). No compliance verdict.",
      "questions": [
        {
          "id": "dpa",
          "question": "Is a DPA available, and is it negotiable?"
        },
        {
          "id": "revdsg_gdpr",
          "question": "Does the DPA cover revDSG and GDPR?"
        },
        {
          "id": "governing_law",
          "question": "Which law and court govern the contract?"
        },
        {
          "id": "ai_act_materials",
          "question": "Is EU AI Act documentation provided?"
        },
        {
          "id": "sector_materials",
          "question": "Are FINMA or other sector materials provided?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "DPA and regulatory resources are listed, but North-specific contract terms remain unverified.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "dpa",
              "question": "Is a DPA available, and is it negotiable?",
              "support": "partial",
              "answer": "Trust Center says DPA available on request with NDA; Enterprise Data Commitments offers SaaS DPA but says private deployment receives no input processing. No contact/request made; North negotiated terms unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust",
                "cohere-north:cohere-north:n-commitments"
              ]
            },
            {
              "id": "revdsg_gdpr",
              "question": "Does the DPA cover revDSG and GDPR?",
              "support": "partial",
              "answer": "Vendor says multi-jurisdictional DPA/GDPR compliance. Explicit revised Swiss DSG terms not retrieved from gated DPA.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "governing_law",
              "question": "Which law and court govern the contract?",
              "support": "partial",
              "answer": "General 2022website/service terms choose Ontario/Canadian law and Toronto courts, subject to subscription agreement. Binding North commercial agreement not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-terms"
              ]
            },
            {
              "id": "ai_act_materials",
              "question": "Is EU AI Act documentation provided?",
              "support": "partial",
              "answer": "Trust Center lists EU AI Act/GPAI Code of Practice FAQs. Contents and North deployment obligations not inspected.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "sector_materials",
              "question": "Are FINMA or other sector materials provided?",
              "support": "partial",
              "answer": "Trust FAQ says BAA only for approved custom model development and excludes Cohere-hosted SaaS/PHI. North-specific health/FINMA contract not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-trust",
            "cohere-north:cohere-north:n-commitments",
            "cohere-north:cohere-north:n-terms"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A public DPA and finance-specific compliance material are available; actual contractual amendments were not inspected.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "dpa",
              "question": "Is a DPA available, and is it negotiable?",
              "support": "partial",
              "answer": "DPA accepts click-through/use or signature and defines Unique as processor for hosted MT/ST. Negotiability is not specified.",
              "evidenceIds": [
                "unique-ai:unique-ai:dpa"
              ]
            },
            {
              "id": "revdsg_gdpr",
              "question": "Does the DPA cover revDSG and GDPR?",
              "support": "partial",
              "answer": "DPA addresses GDPR, Swiss FDPIC oversight and MSA-defined laws; Compliance Layer identifies nFDAP/Swiss M329 amendment. Exact signed revDSG/GDPR scope requires MSA.",
              "evidenceIds": [
                "unique-ai:unique-ai:dpa",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "governing_law",
              "question": "Which law and court govern the contract?",
              "support": "supported",
              "answer": "DPA 7 specifies Swiss substantive law and Zürich 1 courts unless mandatory GDPR/MSA otherwise. Public ToS similarly names Swiss law.",
              "evidenceIds": [
                "unique-ai:unique-ai:dpa",
                "unique-ai:unique-ai:terms"
              ]
            },
            {
              "id": "ai_act_materials",
              "question": "Is EU AI Act documentation provided?",
              "support": "partial",
              "answer": "Trust centre describes per-use-case conformity assessments; ISO42001 and AI governance material are public. A complete provider/deployer AI Act technical file is not established.",
              "evidenceIds": [
                "unique-ai:unique-ai:trust",
                "unique-ai:unique-ai:compliance"
              ]
            },
            {
              "id": "sector_materials",
              "question": "Are FINMA or other sector materials provided?",
              "support": "partial",
              "answer": "Compliance Layer names Microsoft M453 FINMA audit-rights amendment, M744 professional/banking secrecy and M329 CH-DPA for Unique-hosted deployments. Actual annexes and current signed scope are not public.",
              "evidenceIds": [
                "unique-ai:unique-ai:compliance"
              ]
            }
          ],
          "limitations": [
            "DPA negotiability and signed sector amendments, product-specific EU AI Act roles and exact sector assurance scope remain unverified. This records materials, not a compliance verdict."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:dpa",
            "unique-ai:unique-ai:compliance",
            "unique-ai:unique-ai:terms",
            "unique-ai:unique-ai:trust"
          ]
        }
      ]
    },
    {
      "id": "DATA-07",
      "title": "Certifications and attestations",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record each certificate or report separately: ISO 27001, 27017, 27018, 27701, 42001; SOC 2 Type I/II with period; BSI C5; TISAX; national schemes. Record issuer, scope (which product and entity), validity and access route. A cloud provider's certificate does not certify the product.",
      "questions": [
        {
          "id": "iso_27001",
          "question": "ISO 27001 with scope and validity?"
        },
        {
          "id": "soc2",
          "question": "SOC 2 type, period and covered service?"
        },
        {
          "id": "c5",
          "question": "BSI C5 attestation?"
        },
        {
          "id": "other_certifications",
          "question": "Which other certificates (27701, 42001, TISAX)?"
        },
        {
          "id": "report_access",
          "question": "How can customers obtain reports?"
        },
        {
          "id": "pentest",
          "question": "Are independent penetration test summaries available?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Trust Center lists attestations; certificates and reports were not verified.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "iso_27001",
              "question": "ISO 27001 with scope and validity?",
              "support": "partial",
              "answer": "ISO 27001 certificate listed behind request; issuer, scope and validity unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "soc2",
              "question": "SOC 2 type, period and covered service?",
              "support": "partial",
              "answer": "SOC 2 Type II annual audit/report listed, request and signed mutual NDA needed; report period/scope not inspected.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "c5",
              "question": "BSI C5 attestation?",
              "support": "unknown",
              "answer": "Unknown for c5. Trust Center lists certificates and reports behind requests. Issuer, scope, validity and independent report contents were not inspected.",
              "evidenceIds": []
            },
            {
              "id": "other_certifications",
              "question": "Which other certificates (27701, 42001, TISAX)?",
              "support": "partial",
              "answer": "ISO 42001 and UK Cyber Essentials for Cohere Inc./Cohere UK listed. Certificate validity/scope not inspected.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "report_access",
              "question": "How can customers obtain reports?",
              "support": "supported",
              "answer": "Trust Center requests gate reports; SOC 2 requires signed mutual NDA, DPA also NDA-gated. No request made.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "pentest",
              "question": "Are independent penetration test summaries available?",
              "support": "partial",
              "answer": "Latest API and web penetration test reports listed behind request; findings/scope/date not inspected.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-trust"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: c5."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-trust"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "New public 2026 ATTESTA renewals establish ISO27001 and ISO9001 validity to 31 May 2029; the public TÜV SÜD ISO42001 certificate runs to 6 March 2028. SOC2 Type2 is vendor-documented, with full report evidence NDA-gated.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": "ATTESTA 10 June 2026 renewals; TÜV SÜD 7 March 2025 certificate",
            "plan": "Contracted Unique AI platform; platform assurance; certificates cover the named legal entity and stated scopes, not every module/provider availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "Certificates name Unique AG, Zurich, Switzerland; module/provider coverage depends on the stated audit scope",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "iso_27001",
              "question": "ISO 27001 with scope and validity?",
              "support": "supported",
              "answer": "Inspected the 2026 ATTESTA Schweizer Zertifizierungsgesellschaft AG ISO27001:2022 certificate for Unique AG, registration 223-06-018.I. It covers software development/operation/trading/distribution and IT services, is issued 10 June 2026 after 4 June surveillance and expires 31 May 2029. The certificate-linked public register matches the number and expiry. The marketing-linked 2025 PDF is an older artifact, not the current renewal.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-iso27001",
                "unique-ai:unique-ai:review2-iso-register",
                "unique-ai:unique-ai:review2-iso-docs"
              ]
            },
            {
              "id": "soc2",
              "question": "SOC 2 type, period and covered service?",
              "support": "partial",
              "answer": "The dedicated SOC page documents Type1 in December 2023 followed by Type2 in January 2025. This explains the historical Type1 references rather than proving an ongoing Type1-only state. Current Type2 status is a vendor claim; the auditor, actual report period and service/control scope were not inspected because the full report is NDA-gated.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-soc"
              ]
            },
            {
              "id": "c5",
              "question": "BSI C5 attestation?",
              "support": "unknown",
              "answer": "No public BSI C5 attestation was retrieved from the certification pages/trust centre or targeted first-party search.",
              "evidenceIds": []
            },
            {
              "id": "other_certifications",
              "question": "Which other certificates (27701, 42001, TISAX)?",
              "support": "partial",
              "answer": "Inspected ATTESTA ISO9001:2015 renewal 223-06-017.Q for the same Unique AG software/IT scope, expiring 31 May 2029, matched in the public register. Separately inspected TÜV SÜD South Asia ISO42001:2023 certificate 99 420 00001, valid 7 March 2025 to 6 March 2028, for development/deployment of financial-services SaaS using foundation or client models. Current full ISAE/FINMA report scope was not inspected.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-iso9001",
                "unique-ai:unique-ai:review2-iso-register",
                "unique-ai:unique-ai:iso42001"
              ]
            },
            {
              "id": "report_access",
              "question": "How can customers obtain reports?",
              "support": "supported",
              "answer": "The ISO documentation provides public certificate downloads. It says the ISO27001 Statement of Applicability requires a valid NDA. The dedicated SOC page likewise makes the audit report/certificate available on request after NDA. No NDA or sales request was made.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-iso-docs",
                "unique-ai:unique-ai:review2-soc"
              ]
            },
            {
              "id": "pentest",
              "question": "Are independent penetration test summaries available?",
              "support": "partial",
              "answer": "The public DPA describes internal/external security testing and the trust page describes tests/bug bounty. An independent penetration-test report, current scope or summary was not inspected.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-dpa",
                "unique-ai:unique-ai:trust"
              ]
            }
          ],
          "limitations": [
            "Current ISO27001/9001 evidence is the 2026 renewal plus matching register entries; the stale website-linked PDF is not used to deny current certification.",
            "SOC chronology and access process are vendor-documented, not a reviewed independent SOC report. Certificate scopes are entity-specific and not a universal module/provider assurance."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-iso27001",
            "unique-ai:unique-ai:review2-iso9001",
            "unique-ai:unique-ai:review2-iso-register",
            "unique-ai:unique-ai:review2-iso-docs",
            "unique-ai:unique-ai:iso42001",
            "unique-ai:unique-ai:review2-soc",
            "unique-ai:unique-ai:review2-dpa",
            "unique-ai:unique-ai:trust"
          ]
        }
      ]
    },
    {
      "id": "DATA-08",
      "title": "Encryption and key control",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "Record encryption at rest and in transit, customer-managed keys (BYOK/HYOK), key location, and private networking (private link, IP allow-lists, VPN).",
      "questions": [
        {
          "id": "encryption_at_rest",
          "question": "Is data encrypted at rest?"
        },
        {
          "id": "customer_managed_keys",
          "question": "Can the customer manage or hold the keys?"
        },
        {
          "id": "private_networking",
          "question": "Is private connectivity or IP restriction available?"
        },
        {
          "id": "tenant_isolation",
          "question": "How are customers separated in shared SaaS?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Customer keys can encrypt chat columns; workflows and other stores need separate controls.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "encryption_at_rest",
              "question": "Is data encrypted at rest?",
              "support": "partial",
              "answer": "Optional deployment-level AES256GCM envelope encryption covers sensitive PostgreSQL chat columns, excluding automations/workflows. Operator must secure object/index/backups and database volumes separately.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-154",
                "cohere-north:cohere-north:n-doc-146"
              ]
            },
            {
              "id": "customer_managed_keys",
              "question": "Can the customer manage or hold the keys?",
              "support": "partial",
              "answer": "Operator supplies32-byte master key in Kubernetes Secret or chart generates it; wrapped DEKs stay in database, key rotation supported. Hardware-held external-KMS entitlement not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-154"
              ]
            },
            {
              "id": "private_networking",
              "question": "Is private connectivity or IP restriction available?",
              "support": "partial",
              "answer": "Customer manages VPC, ingress/egress, TLS and Kubernetes network policies; private/on-prem operation documented. These are deployment tasks, not proof every installation enforces them.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private",
                "cohere-north:cohere-north:n-doc-146",
                "cohere-north:cohere-north:n-doc-159"
              ]
            },
            {
              "id": "tenant_isolation",
              "question": "How are customers separated in shared SaaS?",
              "support": "partial",
              "answer": "Each separately administered installation has own users/config/data; customer operates cluster/network isolation. Multi-tenant hosted North architecture not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158",
                "cohere-north:cohere-north:n-doc-146"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-154",
            "cohere-north:cohere-north:n-doc-146",
            "cohere-north:cohere-north:n-private",
            "cohere-north:cohere-north:n-doc-159",
            "cohere-north:cohere-north:n-doc-158"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Deployment guides document encryption, isolated Single Tenant resources and optional IP filtering. Exact current MT PMK/CMK/HSM configuration and key sizes are not established across the conflicting pages.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; hosted MT/ST encryption and optional customer-controlled self-hosting availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "Contracted Azure tenant/storage/backup region; actual key-vault/HSM location unverified",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "encryption_at_rest",
              "question": "Is data encrypted at rest?",
              "support": "partial",
              "answer": "The compliance matrix documents encryption at rest and in transit across deployment options, with AES256/TLS1.2+ in its controls text. No exact current RSA key size is asserted: the ST architecture says 2048-bit RSA-HSM while the hosted retention page says 4096-bit. An implementation-specific key design was not retrieved.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-compliance",
                "unique-ai:unique-ai:review2-single",
                "unique-ai:unique-ai:review2-retention"
              ]
            },
            {
              "id": "customer_managed_keys",
              "question": "Can the customer manage or hold the keys?",
              "support": "partial",
              "answer": "The infrastructure key guide allows a customer-generated key to be imported for a Unique-hosted Single Tenant, with Unique holding/managing it. It directs clients needing exclusive control of all storage keys to customer self-hosting. This is not HYOK or exclusive customer custody in Unique hosting. Actual MT PMK/CMK/HSM configuration is unknown because the key guide and hosted retention matrix disagree.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-keys",
                "unique-ai:unique-ai:review2-retention"
              ]
            },
            {
              "id": "private_networking",
              "question": "Is private connectivity or IP restriction available?",
              "support": "partial",
              "answer": "The Single-Tenant WAF supports optional IP blocking. The separate SEE consumer endpoint is public TLS with optional allow-list and no standard private endpoint/peering. These are distinct scopes; other private-link options for the customer deployment were not verified.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-single",
                "unique-ai:unique-ai:security-export"
              ]
            },
            {
              "id": "tenant_isolation",
              "question": "How are customers separated in shared SaaS?",
              "support": "supported",
              "answer": "The Single-Tenant architecture describes a separate customer landing zone under Unique's subscription, isolating its storage/processing from other customers. This documents that ST architecture, not the isolation configuration of every hosted or customer-managed instance.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-single"
              ]
            }
          ],
          "limitations": [
            "No exact RSA/HSM key size or actual MT PMK/CMK design is asserted. A customer-specific deployment/key diagram and key-vault region were not inspected.",
            "Customer-generated imported keys held by Unique do not establish customer-exclusive key custody; full control is a separate self-hosting option."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-compliance",
            "unique-ai:unique-ai:review2-single",
            "unique-ai:unique-ai:review2-retention",
            "unique-ai:unique-ai:review2-keys",
            "unique-ai:unique-ai:security-export"
          ]
        }
      ]
    },
    {
      "id": "DATA-09",
      "title": "Professional secrecy",
      "group": {
        "id": 6,
        "name": "Data protection and sovereignty"
      },
      "judgment": "For professional secrecy holders (Berufsgeheimnisträger: lawyers, doctors, auditors, tax advisers) under § 203 StGB (DE) and Art. 321 StGB (CH), record whether the vendor signs a contractual secrecy undertaking or a § 203 agreement that binds its staff and its sub-processors; whether this comes as a dedicated offering or a paid add-on, and on which plan; who can access content in plain text (vendor staff, sub-processors, model providers); and the documentation provided. A DPA or a no-training clause alone is not a secrecy undertaking. Banking secrecy and FINMA outsourcing belong to DATA-06, not here. Record contract facts, not a legal assessment.",
      "questions": [
        {
          "id": "secrecy_undertaking",
          "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?"
        },
        {
          "id": "subprocessor_coverage",
          "question": "Does the undertaking extend to its sub-processors, and is that documented?"
        },
        {
          "id": "secrecy_offering",
          "question": "Is it a dedicated offering or add-on, and on which plan?"
        },
        {
          "id": "content_access",
          "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?"
        },
        {
          "id": "secrecy_documentation",
          "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:DATA-09",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Profession-specific secrecy undertaking and add-on remain unknown; general confidentiality and scoped content-access controls do not establish §203 StGB or Art.321 StGB coverage.",
          "availability": "unknown",
          "delivery": "unknown",
          "scope": {
            "surfaceIds": [
              "north-private",
              "north-web",
              "model-vault"
            ],
            "version": "North 2.0.1",
            "plan": "Customer-hosted North 2.0.1 under custom commercial contract; optional Model Vault/external models separately scoped",
            "addOns": [],
            "deploymentMode": null,
            "region": "No profession-specific DE/CH contractual scope verified; deployment/provider regions follow the other scoped claims.",
            "os": [],
            "surfaces": [
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              },
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "model-vault",
                "name": "Optional Cohere-managed Model Vault inference with customer-hosted North",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "secrecy_undertaking",
              "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?",
              "support": "unknown",
              "answer": "Unknown. Reviewed North security/encryption/compliance and private-deployment data flows, Trust Center and Enterprise Data Commitments, plus targeted first-party professional-secrecy searches. DPA is request/NDA-gated. No public North §203 StGB or Art.321 StGB undertaking or profession-specific add-on was retrieved; none requested. A DPA or no-training clause alone does not answer whether a profession-specific undertaking is signed.",
              "evidenceIds": []
            },
            {
              "id": "subprocessor_coverage",
              "question": "Does the undertaking extend to its sub-processors, and is that documented?",
              "support": "unknown",
              "answer": "Unknown. No retrieved §203/Art.321 undertaking establishes flow-down to all relevant subcontractors/model providers. General DPA confidentiality is not equivalent.",
              "evidenceIds": []
            },
            {
              "id": "secrecy_offering",
              "question": "Is it a dedicated offering or add-on, and on which plan?",
              "support": "unknown",
              "answer": "Unknown. No documented profession-specific plan, dedicated instance option or paid secrecy add-on and its entitlements/pricing were established.",
              "evidenceIds": []
            },
            {
              "id": "content_access",
              "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?",
              "support": "partial",
              "answer": "Private-deployment commitments say Cohere does not receive customer prompts/outputs; the local North app decrypts configured chat columns for use and authorised investigators can export conversations. Optional Model Vault processes inference despite ZDR, and external model endpoints follow their contracts. No complete staff/subprocessor plaintext matrix or secrecy undertaking was inspected.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-commitments",
                "cohere-north:cohere-north:n-doc-154",
                "cohere-north:cohere-north:n-doc-139",
                "cohere-north:cohere-north:n-doc-217",
                "cohere-north:cohere-north:n-trust"
              ]
            },
            {
              "id": "secrecy_documentation",
              "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?",
              "support": "unknown",
              "answer": "Unknown. Reviewed North security/encryption/compliance and private-deployment data flows, Trust Center and Enterprise Data Commitments, plus targeted first-party professional-secrecy searches. DPA is request/NDA-gated. No public North §203 StGB or Art.321 StGB undertaking or profession-specific add-on was retrieved; none requested. General data-flow/security pages are available but do not document such a secrecy offering.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Contract facts only; no legal suitability assessment. No profession-specific commitment or paid option inferred from generic confidentiality, hosting, encryption or no-training terms.",
            "Public, unauthenticated source pass only; no sales contact, NDA request or authenticated access-control test."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-commitments",
            "cohere-north:cohere-north:n-doc-154",
            "cohere-north:cohere-north:n-doc-139",
            "cohere-north:cohere-north:n-doc-217",
            "cohere-north:cohere-north:n-trust"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:DATA-09",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Unique documents general staff/external-party access controls and customer-controlled on-premises access. A professional-secrecy undertaking under § 203 StGB or Art. 321 StGB, its subprocessor flow-down and qualifying plan/add-on remain unverified. Financial-sector banking-secrecy amendments are recorded separately under DATA-06.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI; profession-specific eligibility and fees unpublished",
            "addOns": [],
            "deploymentMode": null,
            "region": "Contracted hosting jurisdiction; customer-controlled on-premises access described separately from Unique-hosted access",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "secrecy_undertaking",
              "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?",
              "support": "unknown",
              "answer": "No public Unique AI-specific § 203 StGB or Art. 321 StGB secrecy undertaking covering staff was located in the DPA, compliance documentation or targeted first-party search on 21 October 2026. The DPA confidentiality commitment alone does not establish a professional-secrecy undertaking. No executed or negotiated customer agreement was inspected.",
              "evidenceIds": []
            },
            {
              "id": "subprocessor_coverage",
              "question": "Does the undertaking extend to its sub-processors, and is that documented?",
              "support": "unknown",
              "answer": "The DPA says employees, contractual subprocessors and other service providers are bound to confidentiality of sensitive information. A professional-secrecy-specific obligation extending through the subprocessor/model-provider chain was not verified. The Microsoft M744 banking-secrecy amendment mentioned in the financial-services framework is not counted as evidence of § 203 / Art. 321 coverage for professional secrecy holders.",
              "evidenceIds": []
            },
            {
              "id": "secrecy_offering",
              "question": "Is it a dedicated offering or add-on, and on which plan?",
              "support": "unknown",
              "answer": "No qualifying professional-secrecy plan, dedicated offering, add-on tariff or named eligibility rule was located. The documented financial-services amendments and general deployment choices do not establish a separate § 203 / Art. 321 offering. Contract-specific terms and fees remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "content_access",
              "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?",
              "support": "partial",
              "answer": "DPA Appendix B permits employees or external parties access to personal/confidential information on a need-to-know basis. For on-premises support, customers control remote connections and Unique staff cannot access a customer system without customer knowledge or full active participation. The on-premises architecture also allows operation without any Unique access under customer control. These sources do not exhaustively identify plaintext access at each hosted subprocessor/model provider or profession-specific access conditions.",
              "evidenceIds": [
                "unique-ai:unique-ai:dpa",
                "unique-ai:unique-ai:onpremsecurity"
              ]
            },
            {
              "id": "secrecy_documentation",
              "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?",
              "support": "unknown",
              "answer": "A public DPA and on-premises architecture describe confidentiality and access controls, but no profession-specific secrecy template or professional-body guidance was located. The compliance page describes Microsoft M453/M744/M329 in a financial-services context; those banking/FINMA disclosures belong to DATA-06 and do not establish the missing professional-secrecy contract.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "No executed professional-secrecy undertaking or § 203 / Art. 321 contract was inspected. General DPA confidentiality is not treated as such an undertaking.",
            "The M744 professional-secrecy wording appears in a banking-secrecy/financial-services framework; no inference is made to lawyers, doctors, auditors or tax advisers.",
            "Customer-controlled on-premises access does not establish the same access conditions for Unique-hosted deployments or all model-provider routes. Full plaintext-access mapping remains unknown."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:dpa",
            "unique-ai:unique-ai:onpremsecurity",
            "unique-ai:unique-ai:compliance"
          ]
        }
      ]
    },
    {
      "id": "VEN-01",
      "title": "Pricing model and list prices",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Record pricing unit (per seat, per active user, usage-based, platform fee, hybrid), list prices per plan in original currency with date, included usage and credits, add-on prices (connectors, agents, image generation) and overage rates. Cite public prices or dated quotes. Per-seat versus usage is a fact, not a quality judgment.",
      "questions": [
        {
          "id": "pricing_unit",
          "question": "What is the pricing unit?"
        },
        {
          "id": "list_prices",
          "question": "What are list prices per plan, with date and currency?"
        },
        {
          "id": "included_usage",
          "question": "What usage is included?"
        },
        {
          "id": "add_ons",
          "question": "Which features cost extra?"
        },
        {
          "id": "overage",
          "question": "What do usage beyond limits and premium models cost?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North uses capacity and installation licensing with custom prices.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "pricing_unit",
              "question": "What is the pricing unit?",
              "support": "supported",
              "answer": "Compute Units cover model GPU capacity via hardware/model factors; Application Instances count separate administered North installations. Not documented as a universal per-seat tariff.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158"
              ]
            },
            {
              "id": "list_prices",
              "question": "What are list prices per plan, with date and currency?",
              "support": "partial",
              "answer": "North pricing page says custom enterprise pricing; numeric North licence rates not published in retrieved sources. Separate Model Vault/API rates are not North total.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing"
              ]
            },
            {
              "id": "included_usage",
              "question": "What usage is included?",
              "support": "partial",
              "answer": "Licensed capacity depends on GPUs/model factors, application instances and contract; no public included-message allowance retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158"
              ]
            },
            {
              "id": "add_ons",
              "question": "Which features cost extra?",
              "support": "partial",
              "answer": "Model Vault inference, external provider/search API contracts, extra parser/guardrail GPUs and deployment services may add cost; exact included entitlements/rates unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing",
                "cohere-north:cohere-north:n-doc-193",
                "cohere-north:cohere-north:n-doc-14"
              ]
            },
            {
              "id": "overage",
              "question": "What do usage beyond limits and premium models cost?",
              "support": "unknown",
              "answer": "Unknown for overage. Compute units/application instances and custom pricing are documented. North rates, included usage, minimums and extras were not quoted or invented.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: overage."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-158",
            "cohere-north:cohere-north:n-pricing",
            "cohere-north:cohere-north:n-doc-193",
            "cohere-north:cohere-north:n-doc-14"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Applicable current platform pricing unit, list tariff, included usage and overages remain unknown. A separately documented Single-Tenant SEE consumption/engineering charge is retained; legacy sales-conversation terms are excluded.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; platform subscription and separately enabled Single-Tenant SEE availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [
              "SEE scope only where contracted"
            ],
            "deploymentMode": null,
            "region": "Vendor currency and applicable invoicing terms not established for the platform; SEE guide separately quotes indicative CHF consumption",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "pricing_unit",
              "question": "What is the pricing unit?",
              "support": "unknown",
              "answer": "No applicable current platform MSA/order form or tariff establishing seat, active-user, platform or usage pricing units was retrieved. The public 18 October 2023 ToS defines a sales-conversation intelligence service, so its subscription/Order Form clauses are not applied to current Unique AI.",
              "evidenceIds": []
            },
            {
              "id": "list_prices",
              "question": "What are list prices per plan, with date and currency?",
              "support": "unknown",
              "answer": "No applicable current platform list tariff, tier names or primary invoicing currency was retrieved from platform/contract documentation or targeted first-party search.",
              "evidenceIds": []
            },
            {
              "id": "included_usage",
              "question": "What usage is included?",
              "support": "unknown",
              "answer": "No applicable current platform agreement specifying included model tokens, storage or module allowances was publicly retrieved.",
              "evidenceIds": []
            },
            {
              "id": "add_ons",
              "question": "Which features cost extra?",
              "support": "partial",
              "answer": "Single-Tenant SEE passes through Azure consumption without markup; guide observes CHF20-50/month/environment, not a fixed quote, with initial engineering at agreed rates. Other module charges are unpublished.",
              "evidenceIds": [
                "unique-ai:unique-ai:security-export"
              ]
            },
            {
              "id": "overage",
              "question": "What do usage beyond limits and premium models cost?",
              "support": "unknown",
              "answer": "No applicable current platform overage or premium-model sales tariff was retrieved. Cost-management model estimates are not substituted for a customer sales tariff.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The SEE cost finding is scoped only to that Single-Tenant integration. It does not price the platform subscription or all modules.",
            "The 2023 sales-conversation ToS is excluded as evidence of current Unique AI commercial terms; no sales quote or private contract was requested."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:security-export",
            "unique-ai:unique-ai:review2-governance",
            "unique-ai:unique-ai:review2-terms-admin"
          ]
        }
      ]
    },
    {
      "id": "VEN-02",
      "title": "Scenario cost",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Price three workloads for 12 months: 200, 1,000 and 5,000 users with a disclosed light/regular/power usage mix, in CHF and EUR excluding VAT. Include licences, platform fees, add-ons, model usage and, for self-hosted options, a stated operating assumption. Separate fixed, variable, included and unknown costs. No invented discounts.",
      "questions": [
        {
          "id": "cost_200",
          "question": "Year-one cost at 200 users?"
        },
        {
          "id": "cost_1000",
          "question": "Year-one cost at 1,000 users?"
        },
        {
          "id": "cost_5000",
          "question": "Year-one cost at 5,000 users?"
        },
        {
          "id": "variable_share",
          "question": "Which part depends on usage?"
        },
        {
          "id": "unknown_parts",
          "question": "Which costs could not be priced?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Shared-scenario North totals remain unknown because the commercial rates and capacity sizing are not public.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_200",
              "question": "Year-one cost at 200 users?",
              "support": "partial",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: twelve months, excl VAT, no discounts, 330 messages/user/month. At 200 users, North licence/capacity, infrastructure, implementation and support are unknown in EUR/CHF. No total or nonzero floor can be calculated without North tariff and sizing. Separate Model Vault/API prices are not substitutes. FX basis: ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing",
                "cohere-north:cohere-north:n-doc-158",
                "cohere-north:cohere-north:fx-ecb"
              ]
            },
            {
              "id": "cost_1000",
              "question": "Year-one cost at 1,000 users?",
              "support": "partial",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: twelve months, excl VAT, no discounts, 330 messages/user/month. At 1,000 users, North licence/capacity, infrastructure, implementation and support are unknown in EUR/CHF. No total or nonzero floor can be calculated without North tariff and sizing. Separate Model Vault/API prices are not substitutes. FX basis: ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing",
                "cohere-north:cohere-north:n-doc-158",
                "cohere-north:cohere-north:fx-ecb"
              ]
            },
            {
              "id": "cost_5000",
              "question": "Year-one cost at 5,000 users?",
              "support": "partial",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: twelve months, excl VAT, no discounts, 330 messages/user/month. At 5,000 users, North licence/capacity, infrastructure, implementation and support are unknown in EUR/CHF. No total or nonzero floor can be calculated without North tariff and sizing. Separate Model Vault/API prices are not substitutes. FX basis: ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing",
                "cohere-north:cohere-north:n-doc-158",
                "cohere-north:cohere-north:fx-ecb"
              ]
            },
            {
              "id": "variable_share",
              "question": "Which part depends on usage?",
              "support": "partial",
              "answer": "Capacity, replicas and external model/search usage vary;330 messages/user does not determine GPUs, parallelism or tool calls. Vendor-recommended model cannot price unknown North commercial terms; variable currency share remains unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158",
                "cohere-north:cohere-north:n-pricing"
              ]
            },
            {
              "id": "unknown_parts",
              "question": "Which costs could not be priced?",
              "support": "partial",
              "answer": "North licence per CU/instance, minimum capacity, model translation factors for chosen current models, HA/GPU sizing, external usage, storage/network, support, rollout and taxes outside excl VAT basis. No quote/contact requested.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing",
                "cohere-north:cohere-north:n-doc-158"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-pricing",
            "cohere-north:cohere-north:n-doc-158",
            "cohere-north:cohere-north:fx-ecb"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Public enterprise pricing is insufficient for the required 200/1,000/5,000-user annual totals.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_200",
              "question": "Year-one cost at 200 users?",
              "support": "unknown",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Horizon 12 months, list prices excluding VAT, no invented discounts. Mix 60% light at 100 messages/user/month, 30% regular at 400, 10% power at 1,500. Where model usage is separately billed, each message has 3,000 input and 600 output tokens, giving 990k input plus 198k output per user/month. At 200/1,000/5,000 users this is 198m/990m/4.95bn input and 39.6m/198m/990m output per month. All three seat counts require an unpublished enterprise/custom price; no quote was requested. CHF and EUR ex-VAT totals, fixed charges, variable charges and add-ons remain unknown. FX dated 2026-10-20: EUR 1 = CHF 0.9237 and USD 1.1215; CHF to EUR divide by 0.9237, USD to EUR divide by 1.1215, source ECB. No numeric conversion or proxy model tariff is applied because there is no applicable public enterprise base/usage rate.",
              "evidenceIds": []
            },
            {
              "id": "cost_1000",
              "question": "Year-one cost at 1,000 users?",
              "support": "unknown",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Horizon 12 months, list prices excluding VAT, no invented discounts. Mix 60% light at 100 messages/user/month, 30% regular at 400, 10% power at 1,500. Where model usage is separately billed, each message has 3,000 input and 600 output tokens, giving 990k input plus 198k output per user/month. At 200/1,000/5,000 users this is 198m/990m/4.95bn input and 39.6m/198m/990m output per month. All three seat counts require an unpublished enterprise/custom price; no quote was requested. CHF and EUR ex-VAT totals, fixed charges, variable charges and add-ons remain unknown. FX dated 2026-10-20: EUR 1 = CHF 0.9237 and USD 1.1215; CHF to EUR divide by 0.9237, USD to EUR divide by 1.1215, source ECB. No numeric conversion or proxy model tariff is applied because there is no applicable public enterprise base/usage rate.",
              "evidenceIds": []
            },
            {
              "id": "cost_5000",
              "question": "Year-one cost at 5,000 users?",
              "support": "unknown",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Horizon 12 months, list prices excluding VAT, no invented discounts. Mix 60% light at 100 messages/user/month, 30% regular at 400, 10% power at 1,500. Where model usage is separately billed, each message has 3,000 input and 600 output tokens, giving 990k input plus 198k output per user/month. At 200/1,000/5,000 users this is 198m/990m/4.95bn input and 39.6m/198m/990m output per month. All three seat counts require an unpublished enterprise/custom price; no quote was requested. CHF and EUR ex-VAT totals, fixed charges, variable charges and add-ons remain unknown. FX dated 2026-10-20: EUR 1 = CHF 0.9237 and USD 1.1215; CHF to EUR divide by 0.9237, USD to EUR divide by 1.1215, source ECB. No numeric conversion or proxy model tariff is applied because there is no applicable public enterprise base/usage rate.",
              "evidenceIds": []
            },
            {
              "id": "variable_share",
              "question": "Which part depends on usage?",
              "support": "unknown",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Horizon 12 months, list prices excluding VAT, no invented discounts. Mix 60% light at 100 messages/user/month, 30% regular at 400, 10% power at 1,500. Where model usage is separately billed, each message has 3,000 input and 600 output tokens, giving 990k input plus 198k output per user/month. At 200/1,000/5,000 users this is 198m/990m/4.95bn input and 39.6m/198m/990m output per month. All three seat counts require an unpublished enterprise/custom price; no quote was requested. CHF and EUR ex-VAT totals, fixed charges, variable charges and add-ons remain unknown. FX dated 2026-10-20: EUR 1 = CHF 0.9237 and USD 1.1215; CHF to EUR divide by 0.9237, USD to EUR divide by 1.1215, source ECB. No numeric conversion or proxy model tariff is applied because there is no applicable public enterprise base/usage rate.",
              "evidenceIds": []
            },
            {
              "id": "unknown_parts",
              "question": "Which costs could not be priced?",
              "support": "supported",
              "answer": "Subscription/order pricing, usage billing, provider contracts, deployment operation, connectors, execution, training and support charges are not publicly priced. SEE consumption example alone cannot price the platform.",
              "evidenceIds": [
                "unique-ai:unique-ai:terms",
                "unique-ai:unique-ai:platform",
                "unique-ai:unique-ai:security-export"
              ]
            }
          ],
          "limitations": [
            "ALM-14 shared cost assumptions v1.4, 2026-10-21. Horizon 12 months, list prices excluding VAT, no invented discounts. Mix 60% light at 100 messages/user/month, 30% regular at 400, 10% power at 1,500. Where model usage is separately billed, each message has 3,000 input and 600 output tokens, giving 990k input plus 198k output per user/month. At 200/1,000/5,000 users this is 198m/990m/4.95bn input and 39.6m/198m/990m output per month. All three seat counts require an unpublished enterprise/custom price; no quote was requested. CHF and EUR ex-VAT totals, fixed charges, variable charges and add-ons remain unknown. FX dated 2026-10-20: EUR 1 = CHF 0.9237 and USD 1.1215; CHF to EUR divide by 0.9237, USD to EUR divide by 1.1215, source ECB. No numeric conversion or proxy model tariff is applied because there is no applicable public enterprise base/usage rate."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:terms",
            "unique-ai:unique-ai:platform",
            "unique-ai:unique-ai:security-export",
            "unique-ai:unique-ai:ecb-fx"
          ]
        }
      ]
    },
    {
      "id": "VEN-03",
      "title": "Evaluation access",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Distinguish free tier, self-serve trial, sales-led pilot, paid proof of concept and open-source self-install. Record card requirement, duration, seat limit, and which features (SSO, connectors, admin) the trial includes. Map which shared scenarios can be run without sales approval.",
      "questions": [
        {
          "id": "free_tier",
          "question": "Is there a free tier for business use?"
        },
        {
          "id": "self_serve_trial",
          "question": "Is a self-serve business trial available?"
        },
        {
          "id": "trial_scope",
          "question": "Do trials include SSO, connectors and admin features?"
        },
        {
          "id": "sales_gate",
          "question": "Does meaningful evaluation require sales contact?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public demo and model API trial do not verify a full North tenant trial.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "free_tier",
              "question": "Is there a free tier for business use?",
              "support": "partial",
              "answer": "Pricing page distinguishes free rate-limited model API trial from paid production; trial key prohibited for commercial/production use. A free North business tier not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing"
              ]
            },
            {
              "id": "self_serve_trial",
              "question": "Is a self-serve business trial available?",
              "support": "partial",
              "answer": "North links instant demo/custom pricing; no self-serve North tenant with SSO/admin/connectors was provisioned or established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-home",
                "cohere-north:cohere-north:n-pricing"
              ]
            },
            {
              "id": "trial_scope",
              "question": "Do trials include SSO, connectors and admin features?",
              "support": "partial",
              "answer": "Free model API trial does not establish North SSO, connectors or administration. Full North evaluation scope unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing"
              ]
            },
            {
              "id": "sales_gate",
              "question": "Does meaningful evaluation require sales contact?",
              "support": "partial",
              "answer": "North custom pricing and private rollout route through sales; whether an independent full tenant evaluation can start without contact remains unknown. No contact made.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing",
                "cohere-north:cohere-north:n-private"
              ]
            }
          ],
          "limitations": [
            "The partial atomic answers state their documentation or verification limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-pricing",
            "cohere-north:cohere-north:n-home",
            "cohere-north:cohere-north:n-private"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The public route is demo/evaluation by arrangement; self-service trial conditions were not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "free_tier",
              "question": "Is there a free tier for business use?",
              "support": "unknown",
              "answer": "Is there a free tier for business use? Unknown. No permanent business free tier or self-serve trial with duration/card/seat/SSO/connector/admin entitlements was located. No sales contact, login or fixture account was used.",
              "evidenceIds": []
            },
            {
              "id": "self_serve_trial",
              "question": "Is a self-serve business trial available?",
              "support": "unknown",
              "answer": "Is a self-serve business trial available? Unknown. No permanent business free tier or self-serve trial with duration/card/seat/SSO/connector/admin entitlements was located. No sales contact, login or fixture account was used.",
              "evidenceIds": []
            },
            {
              "id": "trial_scope",
              "question": "Do trials include SSO, connectors and admin features?",
              "support": "unknown",
              "answer": "Do trials include SSO, connectors and admin features? Unknown. No permanent business free tier or self-serve trial with duration/card/seat/SSO/connector/admin entitlements was located. No sales contact, login or fixture account was used.",
              "evidenceIds": []
            },
            {
              "id": "sales_gate",
              "question": "Does meaningful evaluation require sales contact?",
              "support": "partial",
              "answer": "Current platform CTA requests a demo; public baseline ToS says Unique may offer evaluation at its discretion. This does not prove every meaningful evaluation is sales-gated.",
              "evidenceIds": [
                "unique-ai:unique-ai:platform",
                "unique-ai:unique-ai:terms"
              ]
            }
          ],
          "limitations": [
            "No permanent business free tier or self-serve trial with duration/card/seat/SSO/connector/admin entitlements was located. No sales contact, login or fixture account was used."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:platform",
            "unique-ai:unique-ai:terms"
          ]
        }
      ]
    },
    {
      "id": "VEN-04",
      "title": "Contract terms and pricing transparency",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Record minimum seats or commitment, contract length, monthly versus annual billing, price-change rules, cancellation and downgrade terms, and invoicing in CHF/EUR. Classify pricing as transparent, partially specified, quote-only or unknown, naming the missing fields. Quote-only pricing is a disclosed constraint.",
      "questions": [
        {
          "id": "minimum_commitment",
          "question": "What seat or spend minimum applies?"
        },
        {
          "id": "contract_length",
          "question": "What contract lengths are offered?"
        },
        {
          "id": "cancellation",
          "question": "How can the contract be cancelled or reduced?"
        },
        {
          "id": "local_invoicing",
          "question": "Can it be invoiced in CHF or EUR from a European entity?"
        },
        {
          "id": "transparency_class",
          "question": "Is pricing transparent, partial, quote-only or unknown?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North contract minimums, term and local billing are unverified; pricing is quote-only.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "minimum_commitment",
              "question": "What seat or spend minimum applies?",
              "support": "partial",
              "answer": "Each separately administered installation counts as an Application Instance; compute-unit licence metric exists, but numeric minimum/spend not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158"
              ]
            },
            {
              "id": "contract_length",
              "question": "What contract lengths are offered?",
              "support": "unknown",
              "answer": "Unknown for contract_length. North custom enterprise contract was not public in retrieved sources; minimums, term, reduction and invoice currencies remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "cancellation",
              "question": "How can the contract be cancelled or reduced?",
              "support": "unknown",
              "answer": "Unknown for cancellation. North custom enterprise contract was not public in retrieved sources; minimums, term, reduction and invoice currencies remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "local_invoicing",
              "question": "Can it be invoiced in CHF or EUR from a European entity?",
              "support": "unknown",
              "answer": "Unknown for local_invoicing. North custom enterprise contract was not public in retrieved sources; minimums, term, reduction and invoice currencies remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "transparency_class",
              "question": "Is pricing transparent, partial, quote-only or unknown?",
              "support": "supported",
              "answer": "Quote-only for North licence/deployment. Separate Model Vault instance rates and model API tariffs do not make North pricing transparent.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-pricing"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: contract_length, cancellation, local_invoicing."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-158",
            "cohere-north:cohere-north:n-pricing"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Current platform minimums, term, cancellation and local invoicing remain unknown because the applicable agreement was not publicly retrieved. Current documentation makes legal contracts available on request; legacy sales-conversation renewal clauses are excluded.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform; platform commercial agreement; actual agreement not inspected availability and deployment/provider configuration depend on the customer agreement",
            "addOns": [],
            "deploymentMode": null,
            "region": "CHF/EUR invoicing and legal entity for a specific platform contract unverified",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              },
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "minimum_commitment",
              "question": "What seat or spend minimum applies?",
              "support": "unknown",
              "answer": "No current platform seat/spend minimum was established from the public contract-access and platform pages.",
              "evidenceIds": []
            },
            {
              "id": "contract_length",
              "question": "What contract lengths are offered?",
              "support": "unknown",
              "answer": "No applicable current Unique AI agreement establishing subscription duration, renewal term or notice period was retrieved. The 2023 sales-conversation service term is not applied.",
              "evidenceIds": []
            },
            {
              "id": "cancellation",
              "question": "How can the contract be cancelled or reduced?",
              "support": "unknown",
              "answer": "Current Unique AI cancellation, refund, seat-reduction and nonrenewal rules were not retrieved. The 30-day renewal notice and quantity restrictions from the sales-conversation ToS are excluded.",
              "evidenceIds": []
            },
            {
              "id": "local_invoicing",
              "question": "Can it be invoiced in CHF or EUR from a European entity?",
              "support": "unknown",
              "answer": "CHF/EUR invoice currency, billing entity and local invoicing eligibility for a current platform contract were not established.",
              "evidenceIds": []
            },
            {
              "id": "transparency_class",
              "question": "Is pricing transparent, partial, quote-only or unknown?",
              "support": "partial",
              "answer": "The current governance framework says legal contracts and end-user T&Cs are available on request. No applicable public platform list tariff or complete commercial agreement was retrieved. This records an access/transparency gap, not a price or a customer-specific commitment.",
              "evidenceIds": [
                "unique-ai:unique-ai:review2-governance",
                "unique-ai:unique-ai:review2-terms-admin"
              ]
            }
          ],
          "limitations": [
            "No current customer agreement or sales quote was requested. Contract availability on request does not establish price, term or cancellation conditions."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-governance",
            "unique-ai:unique-ai:review2-terms-admin"
          ]
        }
      ]
    },
    {
      "id": "VEN-05",
      "title": "Source licence",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Record licence per component (client, server, connectors, hosted extensions) and revision. Distinguish OSI open source, source-available with restrictions (branding clauses, user caps), and closed. Repository visibility is not a licence classification. Licences change between releases: record the current terms, and never carry a fork's historical licence over to the upstream product or the reverse.",
      "questions": [
        {
          "id": "licence_type",
          "question": "Which licence applies to each component?"
        },
        {
          "id": "branding_restrictions",
          "question": "Do licence terms restrict branding or user counts?"
        },
        {
          "id": "enterprise_features_closed",
          "question": "Are enterprise features in a separate closed edition?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "North is commercially licensed; component source rights and branding terms need contract review.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "licence_type",
              "question": "Which licence applies to each component?",
              "support": "partial",
              "answer": "Commercial CU/Application Instance licence documented; full North application/model/component licence texts not retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-158"
              ]
            },
            {
              "id": "branding_restrictions",
              "question": "Do licence terms restrict branding or user counts?",
              "support": "partial",
              "answer": "White-label settings configure product branding; entitlement, use restrictions and licence fee terms unverified. Separate installations count for licensing, with no public per-user cap retrieved.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-142",
                "cohere-north:cohere-north:n-doc-158"
              ]
            },
            {
              "id": "enterprise_features_closed",
              "question": "Are enterprise features in a separate closed edition?",
              "support": "unknown",
              "answer": "Unknown for enterprise_features_closed. North is commercially licensed by capacity/installations. Full application/model component licences and branding rights were not publicly retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: enterprise_features_closed."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-158",
            "cohere-north:cohere-north:n-doc-142"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The public reference repository uses restricted Unique License v1, while the Python SDK has an explicit MIT exception. Hosted platform component terms and enterprise-edition boundaries remain unverified.",
          "availability": "source-only",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "api",
              "web"
            ],
            "version": "Unique-AG/ai commit afa596c9b4b0231895ff70f44029a9a525f746e9",
            "plan": "Public reference-code and Python SDK licences; current contracted Unique AI client/server/connector agreement remains unavailable",
            "addOns": [],
            "deploymentMode": null,
            "region": "Public Unique License v1 specifies Swiss law and Zurich venue; this is not a hosted-service residency claim",
            "os": [],
            "surfaces": [
              {
                "id": "api",
                "name": "Unique API and Python SDK",
                "type": "api"
              },
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "licence_type",
              "question": "Which licence applies to each component?",
              "support": "partial",
              "answer": "The public Unique-AG/ai repository at afa596c9b4b0231895ff70f44029a9a525f746e9 defaults to Unique License v1, which restricts commercial use, distribution and modification without written approval. The unique_sdk directory is an explicit MIT exception, confirmed by LICENSE and package metadata. This is a component-level source-available/MIT distinction; current hosted client/server/connector customer terms and a full dependency inventory remain unknown.",
              "evidenceIds": [
                "unique-ai:unique-ai:reference-licence-20261026",
                "unique-ai:unique-ai:unique-licence-v1-20261026",
                "unique-ai:unique-ai:sdk-licence-20261026",
                "unique-ai:unique-ai:sdk-package-20261026"
              ]
            },
            {
              "id": "branding_restrictions",
              "question": "Do licence terms restrict branding or user counts?",
              "support": "partial",
              "answer": "Unique License v1 requires written approval to modify or redistribute covered reference code; the MIT SDK exception requires retention of copyright/licence notices. A current hosted-platform white-label/logo-removal obligation or a numerical user cap is not established by these public component licences.",
              "evidenceIds": [
                "unique-ai:unique-ai:reference-licence-20261026",
                "unique-ai:unique-ai:unique-licence-v1-20261026",
                "unique-ai:unique-ai:sdk-licence-20261026"
              ]
            },
            {
              "id": "enterprise_features_closed",
              "question": "Are enterprise features in a separate closed edition?",
              "support": "unknown",
              "answer": "Current closed/open enterprise-edition boundaries were not established from an applicable component licence inventory. Public SDK/repository availability is not proof of the whole platform licence. Rechecked 2026-10-26 in Unique AI governance framework: contract access, Terms and Conditions Administration. No current customer MSA, quote, private schedule or gated contract was requested. The differently scoped 2023 sales-conversation ToS remains excluded.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The MIT exception applies to unique_sdk, not every directory or the hosted platform.",
            "Root reference-code terms are not substituted for customer platform branding, seat or enterprise-edition conditions.",
            "The 2023 sales-conversation service ToS remains excluded."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "unique-ai:unique-ai:review2-governance",
            "unique-ai:unique-ai:review2-terms-admin",
            "unique-ai:unique-ai:reference-licence-20261026",
            "unique-ai:unique-ai:unique-licence-v1-20261026",
            "unique-ai:unique-ai:sdk-licence-20261026",
            "unique-ai:unique-ai:sdk-package-20261026",
            "unique-ai:unique-ai:review2-governance-20261026",
            "unique-ai:unique-ai:review2-terms-admin-20261026"
          ]
        }
      ]
    },
    {
      "id": "VEN-06",
      "title": "Data export and exit",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Record admin export of chats, assistants, knowledge bases, prompts and audit logs, formats, export completeness, user self-export, and what survives contract end. Run an admin export on a trial. Exported chats alone do not make assistants and knowledge portable.",
      "questions": [
        {
          "id": "chat_export",
          "question": "Can admins export all chats?"
        },
        {
          "id": "assistant_export",
          "question": "Can assistants and prompts be exported in a reusable format?"
        },
        {
          "id": "knowledge_export",
          "question": "Can knowledge bases and their sources be exported?"
        },
        {
          "id": "export_format",
          "question": "Are formats documented and machine-readable?"
        },
        {
          "id": "post_termination_window",
          "question": "How long can data be retrieved after termination?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "APIs and approved exports provide some portability; full tenant exit is unverified.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_export",
              "question": "Can admins export all chats?",
              "support": "partial",
              "answer": "Alpha compliance approves targeted user/agent conversations for24 hours and downloadsCSV. API lists/retrieves conversations; a single complete admin export and preservation hold not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-139",
                "cohere-north:cohere-north:n-north-api"
              ]
            },
            {
              "id": "assistant_export",
              "question": "Can assistants and prompts be exported in a reusable format?",
              "support": "partial",
              "answer": "Automation definitions export reusableJSON graph/dependencies but omit credentials and schedules. Agent configurations have API access/version history; full portable agent export not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-29",
                "cohere-north:cohere-north:n-north-api"
              ]
            },
            {
              "id": "knowledge_export",
              "question": "Can knowledge bases and their sources be exported?",
              "support": "partial",
              "answer": "File API retrieves content and library metadata APIs exist; complete all-index/source bulk export and permission preservation not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-api-upload",
                "cohere-north:cohere-north:n-api-libraries"
              ]
            },
            {
              "id": "export_format",
              "question": "Are formats documented and machine-readable?",
              "support": "partial",
              "answer": "AutomationJSON, complianceCSV, original file API content and documentPDF/DOCX/HTML/TXT/MD are documented. These do not constitute complete tenant-state export.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-29",
                "cohere-north:cohere-north:n-doc-139",
                "cohere-north:cohere-north:n-doc-9"
              ]
            },
            {
              "id": "post_termination_window",
              "question": "How long can data be retrieved after termination?",
              "support": "unknown",
              "answer": "Unknown for post_termination_window. Automation JSON, API files and approved compliance CSV are documented. Complete bulk tenant export, agent portability and post-exit recovery window remain unverified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: post_termination_window."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-doc-139",
            "cohere-north:cohere-north:n-north-api",
            "cohere-north:cohere-north:n-doc-29",
            "cohere-north:cohere-north:n-api-upload",
            "cohere-north:cohere-north:n-api-libraries",
            "cohere-north:cohere-north:n-doc-9"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Authorised content/report export exists, but full assistant/knowledge portability is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_export",
              "question": "Can admins export all chats?",
              "support": "partial",
              "answer": "Detailed interaction export includes user prompts/answers over a chosen period with privacy settings. Completeness across files, agent state and all historical chats was not tested.",
              "evidenceIds": [
                "unique-ai:unique-ai:analytics"
              ]
            },
            {
              "id": "assistant_export",
              "question": "Can assistants and prompts be exported in a reusable format?",
              "support": "unknown",
              "answer": "Can assistants and prompts be exported in a reusable format? Unknown. Reusable assistant/prompt and full knowledge/source exports, complete machine-readable state and current AI termination window remain unverified. No admin export fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "knowledge_export",
              "question": "Can knowledge bases and their sources be exported?",
              "support": "unknown",
              "answer": "Can knowledge bases and their sources be exported? Unknown. Reusable assistant/prompt and full knowledge/source exports, complete machine-readable state and current AI termination window remain unverified. No admin export fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "export_format",
              "question": "Are formats documented and machine-readable?",
              "support": "partial",
              "answer": "Model usage CSV and detailed analytics exports are documented. DPA promises return in existing format, not a universal reusable assistant/knowledge format.",
              "evidenceIds": [
                "unique-ai:unique-ai:cost",
                "unique-ai:unique-ai:analytics",
                "unique-ai:unique-ai:dpa"
              ]
            },
            {
              "id": "post_termination_window",
              "question": "How long can data be retrieved after termination?",
              "support": "partial",
              "answer": "Baseline ToS 11.4 offers recorded-call download/export on written request within 30 days; that does not establish a chat/assistant/KB exit window. DPA return is within reasonable time.",
              "evidenceIds": [
                "unique-ai:unique-ai:terms",
                "unique-ai:unique-ai:dpa"
              ]
            }
          ],
          "limitations": [
            "Reusable assistant/prompt and full knowledge/source exports, complete machine-readable state and current AI termination window remain unverified. No admin export fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:analytics",
            "unique-ai:unique-ai:cost",
            "unique-ai:unique-ai:dpa",
            "unique-ai:unique-ai:terms"
          ]
        }
      ]
    },
    {
      "id": "VEN-07",
      "title": "Support and service levels",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Record support channels, languages (German, French, Italian), hours and time zone, local or regional presence, documented response times, uptime SLA and credits, public status page and incident history. Popularity is not a reliability score.",
      "questions": [
        {
          "id": "support_channels",
          "question": "Which support channels are available on each plan?"
        },
        {
          "id": "support_languages",
          "question": "Is support available in German, French or Italian?"
        },
        {
          "id": "regional_presence",
          "question": "Is there a DACH or Swiss entity, team or partner?"
        },
        {
          "id": "uptime_sla",
          "question": "Is there an uptime SLA with credits?"
        },
        {
          "id": "status_page",
          "question": "Is there a public status page with history?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Support resources exist; North SLA, regional entity and support languages remain unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "support_channels",
              "question": "Which support channels are available on each plan?",
              "support": "partial",
              "answer": "Private deployments include access to solution architects, applied ML and customer success; public security/support resources exist. Contracted response times unknown.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private"
              ]
            },
            {
              "id": "support_languages",
              "question": "Is support available in German, French or Italian?",
              "support": "unknown",
              "answer": "Unknown for support_languages. Public support/status resources and deployment assistance exist; response languages, North SLA credits and contracted DACH entity were not established.",
              "evidenceIds": []
            },
            {
              "id": "regional_presence",
              "question": "Is there a DACH or Swiss entity, team or partner?",
              "support": "partial",
              "answer": "September 16 agreement plans Berlin/Toronto headquarters and Heidelberg research subject to close. A North-contract Swiss/DACH delivery entity or completed combination was not verified.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-combination"
              ]
            },
            {
              "id": "uptime_sla",
              "question": "Is there an uptime SLA with credits?",
              "support": "unknown",
              "answer": "Unknown for uptime_sla. Public support/status resources and deployment assistance exist; response languages, North SLA credits and contracted DACH entity were not established.",
              "evidenceIds": []
            },
            {
              "id": "status_page",
              "question": "Is there a public status page with history?",
              "support": "partial",
              "answer": "Cohere has a public hosted API status page. Customer-hosted North availability is operator-managed; a North-wide hosted status/SLA not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-status",
                "cohere-north:cohere-north:n-doc-165"
              ]
            }
          ],
          "limitations": [
            "Remaining atomic gaps: support_languages, uptime_sla."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-private",
            "cohere-north:cohere-north:n-combination",
            "cohere-north:cohere-north:n-status",
            "cohere-north:cohere-north:n-doc-165"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise support and a public multitenant status page are available; response times are contracted.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "support_channels",
              "question": "Which support channels are available on each plan?",
              "support": "supported",
              "answer": "Enterprise email and three-layer dedicated support escalation through customer team, CS and engineering. Hours/responses depend on SLA; extended-hours contract is extra.",
              "evidenceIds": [
                "unique-ai:unique-ai:support"
              ]
            },
            {
              "id": "support_languages",
              "question": "Is support available in German, French or Italian?",
              "support": "unknown",
              "answer": "Is support available in German, French or Italian? Unknown. Guaranteed DE/FR/IT support, numeric hours/response times, dedicated uptime/credits and complete incident-history export were not established.",
              "evidenceIds": []
            },
            {
              "id": "regional_presence",
              "question": "Is there a DACH or Swiss entity, team or partner?",
              "support": "supported",
              "answer": "Unique AI AG lists Zürich, Unique Germany GmbH Berlin, plus UK/US/Singapore entities.",
              "evidenceIds": [
                "unique-ai:unique-ai:contact"
              ]
            },
            {
              "id": "uptime_sla",
              "question": "Is there an uptime SLA with credits?",
              "support": "partial",
              "answer": "Support docs defer hours and response times to SLA contract; no public uptime/credit schedule was obtained. Baseline terms only promise commercially reasonable availability efforts.",
              "evidenceIds": [
                "unique-ai:unique-ai:support",
                "unique-ai:unique-ai:terms"
              ]
            },
            {
              "id": "status_page",
              "question": "Is there a public status page with history?",
              "support": "supported",
              "answer": "status.prod.unique.app publicly shows component/uptime history. Support docs scope it to multitenant accounts, not every dedicated environment.",
              "evidenceIds": [
                "unique-ai:unique-ai:support",
                "unique-ai:unique-ai:status"
              ]
            }
          ],
          "limitations": [
            "Guaranteed DE/FR/IT support, numeric hours/response times, dedicated uptime/credits and complete incident-history export were not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "unique-ai:unique-ai:support",
            "unique-ai:unique-ai:contact",
            "unique-ai:unique-ai:terms",
            "unique-ai:unique-ai:status"
          ]
        }
      ]
    },
    {
      "id": "VEN-08",
      "title": "Onboarding, training and adoption",
      "group": {
        "id": 7,
        "name": "Commercials and vendor"
      },
      "judgment": "Record vendor-led onboarding, admin training, end-user training (live, e-learning, languages), use-case libraries, champion programmes, change-management materials and their cost. Distinguish included services from paid professional services and partner offerings.",
      "questions": [
        {
          "id": "onboarding_service",
          "question": "Is guided onboarding included?"
        },
        {
          "id": "user_training",
          "question": "Is end-user training offered, in which languages?"
        },
        {
          "id": "use_case_library",
          "question": "Are role-based use cases and templates provided?"
        },
        {
          "id": "adoption_programme",
          "question": "Is there a champion or adoption programme?"
        },
        {
          "id": "service_cost",
          "question": "Which services cost extra?"
        }
      ],
      "products": [
        {
          "productId": "cohere-north",
          "claimId": "cohere-north:VEN-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Deployment assistance and public user/builder guides are offered; included service scope is unknown.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "north-web",
              "north-private"
            ],
            "version": "North platform2.0.1; exact docs feature state stated per atom",
            "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Customer-selected private deployment; cloud inference and provider region configured separately",
            "os": [],
            "surfaces": [
              {
                "id": "north-web",
                "name": "North 2 web application and Admin console",
                "type": "web"
              },
              {
                "id": "north-private",
                "name": "Customer-hosted North and Compass Kubernetes deployment",
                "type": "self-hosted"
              }
            ]
          },
          "questions": [
            {
              "id": "onboarding_service",
              "question": "Is guided onboarding included?",
              "support": "partial",
              "answer": "Vendor describes rollout support from architects, applied ML and customer success. Included hours/fees are not published.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-private"
              ]
            },
            {
              "id": "user_training",
              "question": "Is end-user training offered, in which languages?",
              "support": "partial",
              "answer": "Public user/agent/workflow guides support self-learning. Live end-user training and language entitlement not established.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-guide",
                "cohere-north:cohere-north:n-doc-18",
                "cohere-north:cohere-north:n-doc-16"
              ]
            },
            {
              "id": "use_case_library",
              "question": "Are role-based use cases and templates provided?",
              "support": "supported",
              "answer": "Agent guide gives ticket deflection/sales/legal examples and internal agent catalogue permits sharing; document/Skills guides include task examples.",
              "evidenceIds": [
                "cohere-north:cohere-north:n-doc-18",
                "cohere-north:cohere-north:n-doc-21",
                "cohere-north:cohere-north:n-doc-12"
              ]
            },
            {
              "id": "adoption_programme",
              "question": "Is there a champion or adoption programme?",
              "support": "unknown",
              "answer": "Unknown for adoption_programme. Vendor offers rollout assistance and guides; service language, included hours, adoption programme and costs were not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "service_cost",
              "question": "Which services cost extra?",
              "support": "unknown",
              "answer": "Unknown for service_cost. Vendor offers rollout assistance and guides; service language, included hours, adoption programme and costs were not retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Remaining atomic gaps: adoption_programme, service_cost."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "cohere-north:cohere-north:n-private",
            "cohere-north:cohere-north:n-guide",
            "cohere-north:cohere-north:n-doc-18",
            "cohere-north:cohere-north:n-doc-16",
            "cohere-north:cohere-north:n-doc-21",
            "cohere-north:cohere-north:n-doc-12"
          ]
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:VEN-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The vendor markets forward-deployed delivery and structured training; inclusion and cost remain unpriced.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Contracted Unique AI platform and enabled modules. No public named tariff tiers were established; deployment and provider entitlements vary by MSA.",
            "addOns": [],
            "deploymentMode": null,
            "region": "CH/EU/US/UK/APAC per deployment; inference and external tools require separate region configuration",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Unique AI Chat and administration",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "onboarding_service",
              "question": "Is guided onboarding included?",
              "support": "partial",
              "answer": "Homepage markets embedded forward-deployed experts helping business/IT ship use cases; exact licence-included rollout scope is contracted.",
              "evidenceIds": [
                "unique-ai:unique-ai:homepage"
              ]
            },
            {
              "id": "user_training",
              "question": "Is end-user training offered, in which languages?",
              "support": "partial",
              "answer": "Vendor homepage describes structured programmes teaching users to use/build/scale; current languages and course entitlement are not specified.",
              "evidenceIds": [
                "unique-ai:unique-ai:homepage"
              ]
            },
            {
              "id": "use_case_library",
              "question": "Are role-based use cases and templates provided?",
              "support": "supported",
              "answer": "Public documentation has finance-role workflows, Chat/Conduct guidance, configurable Suggested Prompts and agent examples.",
              "evidenceIds": [
                "unique-ai:unique-ai:platform",
                "unique-ai:unique-ai:agent",
                "unique-ai:unique-ai:conduct"
              ]
            },
            {
              "id": "adoption_programme",
              "question": "Is there a champion or adoption programme?",
              "support": "unknown",
              "answer": "Is there a champion or adoption programme? Unknown. Champion/adoption programme structure, training languages, included versus professional-service fees and onboarding hours are not published.",
              "evidenceIds": []
            },
            {
              "id": "service_cost",
              "question": "Which services cost extra?",
              "support": "unknown",
              "answer": "Which services cost extra? Unknown. Champion/adoption programme structure, training languages, included versus professional-service fees and onboarding hours are not published.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Champion/adoption programme structure, training languages, included versus professional-service fees and onboarding hours are not published."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
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            "unique-ai:unique-ai:homepage",
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      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers?format=html",
      "title": "Headless model providers",
      "locator": "Provider types, endpoint and credentials; public representation of https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 813d19abcb01a5b84e23e8615ef38b9e94cd57097f91ae7e44a139e6b62c4cbb on 2026-10-26",
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      "retrievedAt": "2026-10-26",
      "finding": "Operators register Cohere, vLLM, Azure, Bedrock, SageMaker, OpenAI and Anthropic endpoints with customer secrets."
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    {
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/north-large-01-2026?format=html",
      "title": "North Large 01-2026",
      "locator": "Model card and limitations; public representation of https://private.docs.cohere.com/north/docs/north-large-01-2026.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 46ad467b680bd511cfc5f0d3168f40dd32b61be945b039d7cf029b3527b5ece7 on 2026-10-26",
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/models?format=html",
      "title": "Models and providers",
      "locator": "Beta UI, alpha RBAC, aliases and fallback; public representation of https://private.docs.cohere.com/north/docs/admin/models.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 3ddb8818e63c7322d79680498f711ab0dd1a15dd87f1315c3065bed5171538dd on 2026-10-26",
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      "id": "cohere-north:cohere-north:n-doc-1-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-chat?format=html",
      "title": "Chat",
      "locator": "Model picker, UI languages, image input and dictation; public representation of https://private.docs.cohere.com/north/docs/get-started/north-chat.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2a609c8b8dc88bce89ad912f7d8c43ee63449c23a0bac0e5fcb5954bf55e0964 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Chat model choice, source-linked responses, eight UI languages and configurable voice/image input are documented."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality?format=html",
      "title": "North multimodal features",
      "locator": "Cohere-only image input and visual parser; public representation of https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c4763a8ec53fc0d63b4393939e71c9df423160564cdbc748004dcd7af256faba on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Vision/OCR requires configured models/parser; third-party image input planned, document visual pages limited500."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_voice_settings?format=html",
      "title": "Voice settings",
      "locator": "Alpha dictation and beta mobile recording; public representation of https://private.docs.cohere.com/north/docs/admin/configuring_voice_settings.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 26565385151f6fa21890665138a7d900c61ea1cbff3bb96f46e67955e5ac54a1 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Dictation and long-form mobile recording are separately off by default and require configured transcription service."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/skills?format=html",
      "title": "Skills",
      "locator": "Beta skills and Office file packages; public representation of https://private.docs.cohere.com/north/docs/get-started/skills.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9167ea7e86e91dabe44c8cbcc8e0f3b3baa5b44badaf1d393bb4ae67e41fdb0d on 2026-10-26",
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      "finding": "Built-in/custom skills create/edit DOCX/PPTX/XLSX/CSV using code sandbox and supported models."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/changelog",
      "title": "North release notes, public HTML",
      "locator": "October 16 North 2.0.0 and October 20 2.0.1; Models, Libraries, Google Drive, Skills, Sandbox and Admin; HTTP 200, body SHA256 be38218043c7eb99d836db5d02f86ce71b5af7c2c267327410f58f81936ed720",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-26",
      "finding": "North 2 documents model aliases, beta Library sharing/Skills and sandbox, alpha controls, version-scoped legacy removals and the October 20 storage patch. Release labels are feature-specific, not a guarantee of private-deployment parity."
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      "id": "unique-ai:unique-ai:models",
      "productId": "unique-ai",
      "kind": "documented",
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      "title": "Unique LLM availability overview",
      "locator": "Per-client availability; Azure/LiteLLM/Phoeniqs matrices; Recent changes",
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      "kind": "documented",
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      "title": "Unique AI space configuration",
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      "productId": "unique-ai",
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      "title": "Unique AI Conduct",
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      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-42",
      "title": "Unique release 2026.42",
      "locator": "Release Overview; Chat Platform; RAG; Unique AI; Language Model",
      "sourceDate": "2026-10-14",
      "retrievedAt": "2026-10-21",
      "finding": "Hosted release 14 October 2026 makes chat sharing and Context Memory GA, labels Scheduled Tasks experimental, changes protected-file ingestion and documents current model additions/migrations."
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      "id": "cohere-north:cohere-north:n-north-changelog",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/changelog.md",
      "title": "North release notes",
      "locator": "October 20 v2.0.1 andOctober 16 v2.0.0; migrations",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-21",
      "finding": "Dated releases document new models, beta/alpha capabilities and removal/deprecation of legacy connectors and APIs."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/install/models.md",
      "title": "Deploy models chart",
      "locator": "In-cluster generative/Compass components and pinned artifacts",
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      "retrievedAt": "2026-10-21",
      "finding": "Customer GPU model chart supports local chat/embed/rerank; serving containers version independently."
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      "id": "cohere-north:cohere-north:n-doc-135-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic?format=html",
      "title": "Bedrock Anthropic setup",
      "locator": "Customer AWS prerequisites and roles; public representation of https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 185176cbe038586b463babfc0584a55cd212cf96f554cf6eadaf1238e4105617 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Own AWS account/region and authorized Claude models support chat, agents and automations."
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    {
      "id": "cohere-north:cohere-north:n-doc-218-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/microsoft-foundry-with-north.md",
      "title": "Microsoft Foundry with North",
      "locator": "Customer Azure inference and feature gaps; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 e717dddf6149bafdb68a613b1268d366565e212be0e292d989d1c2a8d960f35e on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Customer Azure billing supports chat/embed/rerank/Parse5; sparse and North Large unavailable there, mixed hosting required."
    },
    {
      "id": "unique-ai:unique-ai:customllm",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/custom-models-and-embeddings/connect-custom-lxm-llm-with-unique-ai",
      "title": "Custom LXM connection",
      "locator": "Technical insight; Create and Connect; Security",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Documents operator-created external model endpoints, API/OAuth credentials and model groups."
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    {
      "id": "unique-ai:unique-ai:code",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/tools/code-execution",
      "title": "Code Execution",
      "locator": "Compatibility; output; limitations; governance",
      "sourceDate": "2026-07-30",
      "retrievedAt": "2026-10-21",
      "finding": "Documents Azure Responses API Python execution, downloadable outputs, no outbound internet and model/file restrictions."
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      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/compliance/compliance-layer-3-0",
      "title": "Compliance Layer 3.0",
      "locator": "Legal framework; FSI amendments; deployment feature matrix",
      "sourceDate": "2026-05-27",
      "retrievedAt": "2026-10-21",
      "finding": "Describes FINMA/bank-secrecy/CH-DPA Microsoft amendments and deployment-specific assurance limitations."
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      "id": "cohere-north:cohere-north:n-doc-177",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers.md",
      "title": "Headless model providers",
      "locator": "Provider types, endpoint and credentials",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Operators register Cohere, vLLM, Azure, Bedrock, SageMaker, OpenAI and Anthropic endpoints with customer secrets."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-14",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality.md",
      "title": "North multimodal features",
      "locator": "Cohere-only image input and visual parser",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Vision/OCR requires configured models/parser; third-party image input planned, document visual pages limited500."
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    {
      "id": "cohere-north:cohere-north:n-doc-218",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/microsoft-foundry-with-north.md",
      "title": "Microsoft Foundry with North",
      "locator": "Customer Azure inference and feature gaps",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Customer Azure billing supports chat/embed/rerank/Parse5; sparse and North Large unavailable there, mixed hosting required."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-126",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/tools-mcp-servers.md",
      "title": "MCP server administration",
      "locator": "Registration, custom headers, permissions and remote limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Customer/remote MCP support scoped OAuth/tokens/static headers; remote registration needs internet and dynamic registration."
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      "id": "unique-ai:unique-ai:embeddings",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/custom-models-and-embeddings/usage-or-change-of-custom-embedding-model",
      "title": "Custom embedding models",
      "locator": "Setup; configuration; re-embedding",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Documents custom embedding endpoints, one model per organisation and mandatory re-embedding after model/dimension changes."
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      "id": "unique-ai:unique-ai:onpremsecurity",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/install-unique/on-premise-tenant/security-architecture-on-premises",
      "title": "On-premises security architecture",
      "locator": "Overview; custom setup",
      "sourceDate": "2026-05-08",
      "retrievedAt": "2026-10-21",
      "finding": "Documents full customer control and possible operation without Unique access, with customer models/infrastructure."
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    {
      "id": "unique-ai:unique-ai:operators",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators",
      "title": "IT operator documentation overview",
      "locator": "Supported deployment models",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Describes dedicated Unique-managed, customer-cloud and full air-gapped on-premise modes."
    },
    {
      "id": "unique-ai:unique-ai:review2-code",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/tools/code-execution",
      "title": "Code Execution",
      "locator": "Functionality; Limitations; All available models; Security & Governance; additionalUploadedDocuments",
      "sourceDate": "2026-07-30",
      "retrievedAt": "2026-10-21",
      "finding": "The page allows selected Knowledge Base files to be preloaded with additionalUploadedDocuments. Its compatibility list includes Azure and LiteLLM OpenAI Responses-capable IDs despite Azure-only introduction/limitations. Azure sandbox controls are not proof of the LiteLLM execution region."
    },
    {
      "id": "unique-ai:unique-ai:review2-models",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/models-llm-management/how-we-evaluate-models/llm-availability-overview",
      "title": "Unique LLM availability overview",
      "locator": "Provider and region matrices; Phoeniqs Model Service; recent changes",
      "sourceDate": "2026-10-12",
      "retrievedAt": "2026-10-21",
      "finding": "The model catalogue separates provider routes, region/SKU choices and QA-only Swiss Phoeniqs. It is a technical availability inventory, not a complete legal subprocessor schedule."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-18-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents?format=html",
      "title": "Creating custom agents",
      "locator": "Instructions, versioning, sharing and model permission model; public representation of https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 6ae6b9abfe4e5de1679146a003d858f773f48d669e0c579e530654feba66aba9 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Agents combine instructions/models/tools/libraries; shared agents inherit owner model access."
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    {
      "id": "cohere-north:cohere-north:n-doc-137-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/flow-control?format=html",
      "title": "Flow control",
      "locator": "Alpha model rate-limit proxy; public representation of https://private.docs.cohere.com/north/docs/admin/flow-control.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 b0aabd0e2334636f4ff1d4bea234db5f41b155a385923fbce27a1face1df2312 on 2026-10-26",
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    {
      "id": "unique-ai:unique-ai:cost",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/models-llm-management/model-usage-and-cost-management",
      "title": "Model usage and cost management",
      "locator": "Beta flags; daily limits; cost calculation; CSV",
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      "retrievedAt": "2026-10-21",
      "finding": "Documents off-by-default estimated usage dashboards and enforced daily company/group/user model-call limits."
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    {
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/supported-files?format=html",
      "title": "Supported files",
      "locator": "Formats and100 MB/500 MB limit wording; public representation of https://private.docs.cohere.com/north/docs/get-started/supported-files.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9bc5a3f6698e34d553cd9b9efd32964736dbe6989a31fc138e6eaec28fe9e680 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Documents text/Office/tabular/image/audio formats and configurable processing; My files limit differs from its dedicated guide."
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    {
      "id": "cohere-north:cohere-north:n-doc-66-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home?format=html",
      "title": "My files",
      "locator": "Upload limit, OCR and Smart Search; public representation of https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 d6f571cfecc507841ce963c91571a3822f44b24d28d0192f21498d4abdcc1c30 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Guide states50 MB/file and configured totals; image-only PDFs require parser setup and images are not indexed for general Smart Search."
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    {
      "id": "cohere-north:cohere-north:n-doc-100-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/multimodality?format=html",
      "title": "Multimodality configuration",
      "locator": "Alpha parser/model/feature prerequisites; public representation of https://private.docs.cohere.com/north/docs/admin/multimodality.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2e036dc55b465b41bcff9b28bb0fc83bb5ff07d7750137f983ef0461fc1ef593 on 2026-10-26",
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      "retrievedAt": "2026-10-26",
      "finding": "Image input currently limited to Cohere vision models; smart parser and infrastructure are separately required."
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      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/upload-chat-file-limits-how-large-documents-are-handled",
      "title": "Upload and Chat limits",
      "locator": "Production limits; retrieval; expiry",
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      "finding": "Specifies 512 MB/file, 30 files/batch, default forced retrieval for selected uploads and configurable expiry."
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      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/supported-file-types",
      "title": "Supported file types",
      "locator": "Types; exceptions; ingestion quality",
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      "retrievedAt": "2026-10-21",
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      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/knowledge-base-for-admins/file-ingestion",
      "title": "Unique file ingestion administration",
      "locator": "Ingestion overview capability table; Enable MDI; Enable MDI for Upload in Chat",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Base ingestion lacks scanned-PDF OCR. MDI supports image-based PDFs; Docling has partial support. MDI must be provisioned and enabled per folder or chat Space, and the guide distinguishes experimental image-content extraction and deprecated agentic ingestion."
    },
    {
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/libraries?format=html",
      "title": "Libraries",
      "locator": "Beta persistence, source/sharing and binding; public representation of https://private.docs.cohere.com/north/docs/get-started/tools/libraries.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 dbe8dc45b308026365048a6e52ee685ac8fedfe257517c688f624e9e2ebf4374 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Libraries bind to agents/chats/nodes; source libraries and uploads have different sharing/access rules."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-11-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/projects?format=html",
      "title": "Projects",
      "locator": "Alpha workspace and storage; public representation of https://private.docs.cohere.com/north/docs/get-started/projects.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f7d3bab16beb3744f5def211a909d7acebcb6a00cd68b747a826b2d608fd0a0e on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Private indexed project files are isolated to the project; default per-user aggregate storage2 GiB."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-133-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/libraries.md",
      "title": "Admin library directory",
      "locator": "Beta user/group access; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f4248f5cd4bf98f610b6f39c57494e2834de07e117db292498eca4707a592b8f on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Admins manage library access without seeing contents; groups and company access supported, email libraries private."
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    {
      "id": "unique-ai:unique-ai:kbpermissions",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/knowledge-base-for-admins/folder-scope-access-permissions",
      "title": "Knowledge scope permissions",
      "locator": "Scopes; source integration limits",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Describes query filtering by user/group scopes, but older SharePoint permission statements differ from the newer connector guide."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-151-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/data-syncing?format=html",
      "title": "Data syncing",
      "locator": "Atlas copies versus live Gmail/Google Drive Full Access; public representation of https://private.docs.cohere.com/north/docs/security/data-syncing.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9098552e0be35967acf545ee4d3c6487281481833795c49d487dfe417382184e on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Atlas periodic indexing differs from live APIs; generic freshness minutes to hours."
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    {
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/tools-mcp-servers.md",
      "title": "MCP server administration",
      "locator": "Registration, custom headers, permissions and remote limits; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8b401a0257b45f4b284dd89368b795118eb74b1a2b0d193d56a9b1687e804ea9 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Customer/remote MCP support scoped OAuth/tokens/static headers; remote registration needs internet and dynamic registration."
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    {
      "id": "cohere-north:cohere-north:n-doc-53-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/microsoft-connectors/sharepoint-server-connector-setup?format=html",
      "title": "SharePoint Server connector setup",
      "locator": "On-prem SharePoint Server prerequisites; public representation of https://private.docs.cohere.com/north/docs/get-started/tools/microsoft-connectors/sharepoint-server-connector-setup.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 10f8e3e90ba4fcf31095515a6fe687de0e080d90e1d72e9d0257a555486a2475 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Documents customer-network SharePoint Server integration with deployment/auth prerequisites."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/data-sharing?format=html",
      "title": "Data sharing",
      "locator": "Agent/library scope, runtime checks and private email; public representation of https://private.docs.cohere.com/north/docs/security/data-sharing.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 b001f4de791c2eadc7d050e3863bbd26d4476540f6516d632b1b420bf025ccbd on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Atlas/source permission checks fail closed for retrieval; old email storage descriptions conflict with live Gmail guide."
    },
    {
      "id": "cohere-north:cohere-north:north2-launch-20261026",
      "productId": "cohere-north",
      "kind": "vendor-claimed",
      "url": "https://cohere.com/blog/introducing-north-2",
      "title": "North 2 product launch",
      "locator": "Core feature and connector lists; model and governance sections",
      "sourceDate": "2026-10-05",
      "retrievedAt": "2026-10-26",
      "finding": "The first-party announcement names shared Libraries, Skills, applications, third-party models, user/group governance and built-in enterprise connector families; planned financial connectors are distinguished from current release-specific alpha documentation."
    },
    {
      "id": "unique-ai:unique-ai:sharepoint",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/integrations-connectors/sharepoint-connector",
      "title": "SharePoint connector",
      "locator": "Modes; permission sync; limitations",
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      "finding": "Documents periodic indexed sync, optional content-and-permissions mode, site selection and absent label-level detection."
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      "id": "unique-ai:unique-ai:confluence",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/integrations-connectors/confluence-connector",
      "title": "Confluence connector",
      "locator": "Requirements; sync; limitations",
      "sourceDate": "2026-06-28",
      "retrievedAt": "2026-10-21",
      "finding": "Documents Cloud/Data Center content sync without source-permission synchronisation."
    },
    {
      "id": "unique-ai:unique-ai:platform-overview-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/platform-overview",
      "title": "Unique platform overview",
      "locator": "Connectors and Knowledge Sources diagram",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The platform architecture names Google Drive and Salesforce among knowledge sources, alongside SharePoint/OneDrive, Confluence and Teams/Outlook. It does not provide per-connector consent, rollout or price entitlements."
    },
    {
      "id": "unique-ai:unique-ai:release40-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-40",
      "title": "Unique release 2026.40",
      "locator": "Hosted September 30 2026; Chat Experience, GA HTML connector dashboards",
      "sourceDate": "2026-09-30",
      "retrievedAt": "2026-10-26",
      "finding": "GA HTML dashboards can list, enable and sign in to MCP connectors, with Salesforce and Yahoo Finance named examples. Contract/module enablement and personal connection state still apply."
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      "id": "cohere-north:cohere-north:n-doc-64",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/atlas-sharepoint/atlas-sharepoint-implementation.md",
      "title": "SharePoint implementation",
      "locator": "Compass indexing,10-minute sync and source search dependency",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Selected content is indexed;10-minute sync detects updates/deletes, after source-side indexing permits discovery."
    },
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      "id": "cohere-north:cohere-north:n-doc-42",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/libraries.md",
      "title": "Libraries",
      "locator": "Beta persistence, source/sharing and binding",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Libraries bind to agents/chats/nodes; source libraries and uploads have different sharing/access rules."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-151",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/data-syncing.md",
      "title": "Data syncing",
      "locator": "Atlas copies versus live Gmail/Google Drive Full Access",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Atlas periodic indexing differs from live APIs; generic freshness minutes to hours."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-152",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/data-sharing.md",
      "title": "Data sharing",
      "locator": "Agent/library scope, runtime checks and private email",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Atlas/source permission checks fail closed for retrieval; old email storage descriptions conflict with live Gmail guide."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-4",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/sharing-collaborating-chat.md",
      "title": "Sharing and collaborating with chat",
      "locator": "Snapshot contents and debug visibility",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Shared snapshots expose full messages, citations, thinking trace and sandbox files to signed-in recipients."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-149",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/tool-authorization.md",
      "title": "Tool authorization",
      "locator": "OAuth/source permission checks",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Per-user access and runtime source checks documented; revocation immediacy not independently measured."
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      "id": "cohere-north:cohere-north:n-doc-111",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/identity/sso/user-provisioning.md",
      "title": "JIT provisioning",
      "locator": "First login and refreshed groups",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "First successful login creates users; groups refresh at authentication/session renewal; admin deprovisioning APIs documented."
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      "id": "unique-ai:unique-ai:permissioncache",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/access-management-for-admins/cache-permission-sla",
      "title": "Permission cache timing",
      "locator": "Expected timing; degraded scenarios",
      "sourceDate": "2026-09-22",
      "retrievedAt": "2026-10-21",
      "finding": "Describes usual subsecond internal permission propagation without a hard upper bound, and stale rules after a missed broadcast."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-33",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools-overview.md",
      "title": "North tools overview",
      "locator": "Per-tool state and categories",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Names first-party sources and states, including Jira/Slack MCP beta, Atlas SharePointGA and Gmail alpha."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-165-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/deployment-model.md",
      "title": "Deployment model",
      "locator": "Helm and production GitOps; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 39b2586fa7cca8f9c540e2c02dc9471ed0b3c89484c9f776421e78e477711721 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "North application Helm chart deployed on customer Kubernetes; GitOps/ArgoCD recommended for production."
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    {
      "id": "unique-ai:unique-ai:keys",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/security-architecture-single-tenant/key-management",
      "title": "Single-tenant key management",
      "locator": "Big picture; BYOK/CYOK/HYOK; storage locations",
      "sourceDate": "2026-05-27",
      "retrievedAt": "2026-10-21",
      "finding": "Explains why client-held keys are unavailable across all Single Tenant data stores and directs full key control to self-hosting."
    },
    {
      "id": "unique-ai:unique-ai:retention",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/data-protection/data-retention-and-data-deletion-at-unique",
      "title": "Retention and deletion at Unique",
      "locator": "Hosted-only scope; Azure provider retention; deletion; encryption",
      "sourceDate": "2026-05-04",
      "retrievedAt": "2026-10-21",
      "finding": "Documents no training, Azure abuse-monitoring opt-out, post-termination retention and backup exceptions."
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      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/north-large-01-2026.md",
      "title": "North Large 01-2026",
      "locator": "Model card and limitations",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North partnership model accepts text/images with256K input/32K output and48 languages; citation gaps acknowledged."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-1",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-chat.md",
      "title": "Chat",
      "locator": "Model picker, UI languages, image input and dictation",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Chat model choice, source-linked responses, eight UI languages and configurable voice/image input are documented."
    },
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      "id": "cohere-north:cohere-north:n-doc-11",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/projects.md",
      "title": "Projects",
      "locator": "Alpha workspace and storage",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Private indexed project files are isolated to the project; default per-user aggregate storage2 GiB."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-18",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents.md",
      "title": "Creating custom agents",
      "locator": "Instructions, versioning, sharing and model permission model",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Agents combine instructions/models/tools/libraries; shared agents inherit owner model access."
    },
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      "id": "cohere-north:cohere-north:n-doc-86",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_preamble_prompt_settings.md",
      "title": "Preamble and prompt settings",
      "locator": "Company instructions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Optional organisation instructions apply across models alongside platform/agent preambles."
    },
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      "id": "cohere-north:cohere-north:n-doc-8",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/memory.md",
      "title": "Memory",
      "locator": "Alpha personal/archival memory",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Personal memories can be edited or deleted; agent archival memory cannot be viewed or edited."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-96",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_memory_settings.md",
      "title": "Memory settings",
      "locator": "Alpha admin controls",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Instance toggles jointly control core/archival/conversation memory and extraction timing."
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      "id": "unique-ai:unique-ai:memory",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/spaces/unique-ai-chat/context-memory-in-unique-ai-chat",
      "title": "Context Memory in Unique AI Chat",
      "locator": "Private profile; edit and disable; web-search restriction",
      "sourceDate": "2026-09-15",
      "retrievedAt": "2026-10-21",
      "finding": "Documents private per-user cross-chat memory, edit/disable controls and an explicit warning that disabling does not delete the stored profile."
    },
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      "id": "cohere-north:cohere-north:n-doc-12",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/skills.md",
      "title": "Skills",
      "locator": "Beta skills and Office file packages",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Built-in/custom skills create/edit DOCX/PPTX/XLSX/CSV using code sandbox and supported models."
    },
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      "id": "cohere-north:cohere-north:n-doc-114",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/permissions.md",
      "title": "Roles and permissions",
      "locator": "System/custom roles and grants",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Roles/groups delegate permissions; some direct grants cannot be packaged into roles; individual role assignment can expire."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-21",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/agents/agent-library.md",
      "title": "Browsing agents",
      "locator": "Agent catalogue and duplication",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Internal starred/personal/shared/company agent directory supports search and duplication."
    },
    {
      "id": "unique-ai:unique-ai:chat",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/spaces/unique-ai-chat",
      "title": "Unique AI Chat",
      "locator": "Features and access",
      "sourceDate": "2026-09-03",
      "retrievedAt": "2026-10-21",
      "finding": "Describes the user chat workspace and configurable tools."
    },
    {
      "id": "unique-ai:unique-ai:roles",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/identity-and-access-management-iam/access-role-concept",
      "title": "Access role concept",
      "locator": "Four access layers",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Defines identity, application, space and knowledge-scope permissions, including delegated management roles."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-34",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/code-sandbox/home.md",
      "title": "Code sandbox",
      "locator": "Beta execution, files and activity visibility",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Persistent per-chat Python/bash runtime creates files/charts and shows executed code; admin deployment/access required."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-150",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/tool-action-approvals.md",
      "title": "Tool action approvals",
      "locator": "Destructive actions and global Allow Always",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Approval modal can edit/deny action parameters, but tool hints and persistent global bypass limit per-action assurance."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-30",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/consuming-automations.md",
      "title": "Consuming automations",
      "locator": "Run, cron schedule, approval and cancel",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Schedules support cron/natural language; run viewer shows inputs/outputs and cancellation; action permission accepted at launch."
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    {
      "id": "unique-ai:unique-ai:mcp",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/tools/mcp-tools",
      "title": "MCP tools for spaces",
      "locator": "Beta warning; flags; selective tool enablement",
      "sourceDate": "2026-05-21",
      "retrievedAt": "2026-10-21",
      "finding": "Describes feature-flagged beta MCP clients with organisation and per-space connector/tool controls."
    },
    {
      "id": "unique-ai:unique-ai:hub",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/mcp/the-mcp-hub/govern/security-governance",
      "title": "MCP Hub security governance",
      "locator": "Authentication; governance; planned request pipeline",
      "sourceDate": "2026-08-26",
      "retrievedAt": "2026-10-21",
      "finding": "Documents per-user token routing, approved origin restrictions and tool-call correlation; some DLP/elicitation pipeline measures are planned."
    },
    {
      "id": "unique-ai:unique-ai:deepresearch",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/tools/deep-research",
      "title": "Deep Research tool",
      "locator": "Experimental warning; engines; user flow",
      "sourceDate": "2026-05-09",
      "retrievedAt": "2026-10-21",
      "finding": "Documents experimental research/report engine, with separate external OpenAI-engine data flows and limited current tools."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-74",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/websearch/home.md",
      "title": "Web search",
      "locator": "GA provider choices and handling",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Tavily defaultGA; Brave/LinkUp alpha; API keys needed; live web page content is not ingested."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-15",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/deep-research.md",
      "title": "Deep research",
      "locator": "Alpha feature and administrator grants",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Multi-step cited research requires enabled sources and user/group access, with downloadable reports."
    },
    {
      "id": "unique-ai:unique-ai:websearch",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/tools/web-search",
      "title": "Web Search tool",
      "locator": "Modes; engines; external-query warning",
      "sourceDate": "2026-05-20",
      "retrievedAt": "2026-10-21",
      "finding": "Documents multiple search engines, source citations and experimental query review/screening; conversation context may leave through queries."
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    {
      "id": "cohere-north:cohere-north:n-doc-16",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations.md",
      "title": "Automations",
      "locator": "Visual builder, roles and workflow lifecycle",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Node-based workflows combine models, tools and reusable versioned definitions."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-29",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/saving-publishing-monitoring-automations.md",
      "title": "Saving and publishing automations",
      "locator": "Versioning and JSON import/export",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Automation definitions export JSON with graph/dependencies; credentials and schedules excluded."
    },
    {
      "id": "cohere-north:cohere-north:n-api-run",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/reference/automations/execute.md",
      "title": "North execute automation API",
      "locator": "POST /v1/automations/{id}/execute",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "External authenticated clients can start workflows with typed inputs; this is not a native source-event watcher."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-26",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/human-in-the-loop-automations.md",
      "title": "Human-in-the-loop automations",
      "locator": "Human Review node",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Workflows can pause for review and route by human decisions; review timeouts apply."
    },
    {
      "id": "unique-ai:unique-ai:sdk",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/developers/software-development-kit-sdk",
      "title": "Python SDK documentation",
      "locator": "Public API; webhook verification; personal/app keys",
      "sourceDate": "2026-05-08",
      "retrievedAt": "2026-10-21",
      "finding": "Documents SDK/public API access and customer-operated modules with event-driven webhook integration."
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    {
      "id": "unique-ai:unique-ai:scheduled",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/scheduled-tasks",
      "title": "Scheduled Tasks",
      "locator": "Beta warning; task settings; runs and limits",
      "sourceDate": "2026-10-12",
      "retrievedAt": "2026-10-21",
      "finding": "Documents off-by-default recurring tasks running with user permissions; unattended approvals/questions can stop a run."
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    {
      "id": "unique-ai:unique-ai:review2-scheduled",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/scheduled-tasks",
      "title": "Scheduled Tasks",
      "locator": "At a glance; task Approval setting; unattended runs",
      "sourceDate": "2026-10-12",
      "retrievedAt": "2026-10-21",
      "finding": "Scheduled Chat/Conduct tasks offer Automatic or Manual approval. The newer release labels scheduling Experimental and feature-flagged; unattended automatic approval is not mandatory human confirmation."
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    {
      "id": "unique-ai:unique-ai:review2-release42",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/release-notes-and-calendar/release-notes-2026/release-2026-42",
      "title": "Unique release 2026.42",
      "locator": "Highlights; Chat Platform; Conduct scheduling flag",
      "sourceDate": "2026-10-14",
      "retrievedAt": "2026-10-21",
      "finding": "Release 2026.42 makes Shared Chats GA, on by default per company with a per-Space toggle and preservation of explicit settings. Scheduled Tasks remain Experimental and feature-flagged."
    },
    {
      "id": "cohere-north:cohere-north:n-north-api",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/reference/overview.md",
      "title": "About the North API",
      "locator": "Authentication and API scope",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Instance REST API covers chat, agents, automations and files with bearer/OAuth/workload identity."
    },
    {
      "id": "cohere-north:cohere-north:n-api-response",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/reference/responses/create.md",
      "title": "North create response API",
      "locator": "Request/response and authentication",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North exposes model response API with tool and reasoning parameters and permission/rate-limit errors."
    },
    {
      "id": "cohere-north:cohere-north:n-api-upload",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/reference/files/create.md",
      "title": "North file upload API",
      "locator": "POST /v1/files",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Authenticated multipart upload stores a file with ID and downloadable content endpoints."
    },
    {
      "id": "cohere-north:cohere-north:n-api-libraries",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/reference/libraries/create.md",
      "title": "North library API",
      "locator": "Create library endpoint",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Authenticated library creation complements file APIs and library permissions."
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    {
      "id": "cohere-north:cohere-north:n-doc-89",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_data_controls.md",
      "title": "Data controls",
      "locator": "Alpha sharing restrictions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Blocks new API/web share links; existing conversation links stop, existing automation/table links remain."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-140",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/audits.md",
      "title": "Audits",
      "locator": "Alpha admin events and GET API",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admin changes/compliance decisions have searchable event rows and programmatic audit endpoints."
    },
    {
      "id": "unique-ai:unique-ai:mcpkb",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/integrations-connectors/knowledge-base-mcp/knowledge-base-mcp-user-guide",
      "title": "Knowledge Base MCP user guide",
      "locator": "Connecting; access; limitations",
      "sourceDate": "2026-10-05",
      "retrievedAt": "2026-10-21",
      "finding": "Documents external-assistant search/read with user permissions, citations and optional KB scope restrictions."
    },
    {
      "id": "unique-ai:unique-ai:api-usage",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/api-model-usage-tracking",
      "title": "API model usage tracking",
      "locator": "Coverage; flags; limitations",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Documents public API/SDK model-call usage tracking; some other internal-service calls are outside scope and REST usage retrieval is planned."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-97",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_voice_settings.md",
      "title": "Voice settings",
      "locator": "Alpha dictation and beta mobile recording",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Dictation and long-form mobile recording are separately off by default and require configured transcription service."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-9",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-document-mode.md",
      "title": "Document mode",
      "locator": "Editing, quick actions and exports",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Canvas supports manual/prompt edits, tone/translation actions, versions and DOCX/PDF/MD/HTML exports."
    },
    {
      "id": "unique-ai:unique-ai:translation",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/create-spaces/translator-space",
      "title": "Translator space",
      "locator": "Beta; glossary; document types; limitations",
      "sourceDate": "2026-05-06",
      "retrievedAt": "2026-10-21",
      "finding": "Documents beta Office-file/text translation with glossary pre/postprocessing and potential layout disruption."
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    {
      "id": "unique-ai:unique-ai:voice",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/voice-administration",
      "title": "Voice administration",
      "locator": "Dependencies; networking; limitations",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Requires Azure AI Speech Services and describes potential public/backbone audio routing."
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    {
      "id": "unique-ai:unique-ai:dpa",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://www.unique.ai/data-processing-addendum",
      "title": "Unique data processing addendum",
      "locator": "Sections 2-3, 6-7; Appendices A-B; July 2025 footer",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public DPA covers hosted chat/recordings, lists Microsoft, Swiss storage, return/deletion, confidentiality and ten-year audit-log retention."
    },
    {
      "id": "unique-ai:unique-ai:voice-user",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/spaces/using-voice",
      "title": "Using Voice",
      "locator": "Prompt dictation; privacy note; supported languages",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Documents prompt dictation with EN/DE/FR/IT, immediate audio discard and dialect/recognition limitations."
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    {
      "id": "cohere-north:cohere-north:n-north-changelog-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/changelog?format=html",
      "title": "North release notes",
      "locator": "October 20 v2.0.1 andOctober 16 v2.0.0; migrations; public representation of https://private.docs.cohere.com/north/changelog.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 be38218043c7eb99d836db5d02f86ce71b5af7c2c267327410f58f81936ed720 on 2026-10-26",
      "sourceDate": "2026-10-20",
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      "finding": "Dated releases document new models, beta/alpha capabilities and removal/deprecation of legacy connectors and APIs."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-9-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/north-document-mode?format=html",
      "title": "Document mode",
      "locator": "Editing, quick actions and exports; public representation of https://private.docs.cohere.com/north/docs/get-started/north-document-mode.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 19535713d7c2ccff7e98fa4e94dde5dcdb6aae67809de5a1e27cb22d286812a1 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Canvas supports manual/prompt edits, tone/translation actions, versions and DOCX/PDF/MD/HTML exports."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-105",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/identity/overview.md",
      "title": "About SSO",
      "locator": "Protocols and Dex identity broker",
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      "retrievedAt": "2026-10-21",
      "finding": "OIDC preferred; SAML, LDAP shim/hybrid and authentication proxy documented; group claims required for group access."
    },
    {
      "id": "unique-ai:unique-ai:sso",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/identity-and-access-management-iam/how-to-setup-single-sign-on-sso",
      "title": "Single sign-on setup",
      "locator": "Entra ID OIDC; SAML; managed-tenant setup",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Documents Zitadel SSO across deployment types, group claims and automatic SAML account creation/update."
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    {
      "id": "cohere-north:cohere-north:n-doc-153",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/data-deletion.md",
      "title": "Data deletion",
      "locator": "Conversation, user and connector cleanup",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Deletion has asynchronous external cleanup and explicit preserved shared-resource exceptions."
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    {
      "id": "cohere-north:cohere-north:n-doc-112",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/identity/scim/overview.md",
      "title": "SCIM provisioning",
      "locator": "Alpha SCIM2 and deactivation/deletion",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Bidirectional user/group sync; disable is reversible, delete re-creates a new identity if later added."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-90",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_graceful_delete_settings.md",
      "title": "Graceful delete settings",
      "locator": "Beta account removal and shared-resource exceptions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Access ends immediately; configurable private cleanup grace period, shared resources preserved except nontransferable Microsoft libraries."
    },
    {
      "id": "unique-ai:unique-ai:scim",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/identity-and-access-management-iam/user-and-group-provisioning/scim-system-for-cross-domain-identity-management",
      "title": "SCIM provisioning",
      "locator": "Prerequisites and Entra setup",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Documents Unique SCIM endpoint/key for IdP user/group synchronisation."
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    {
      "id": "cohere-north:cohere-north:n-doc-134",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/models.md",
      "title": "Models and providers",
      "locator": "Beta UI, alpha RBAC, aliases and fallback",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Custom endpoints/providers, group access and defaults; grants additive and alias may silently fall back to provider default."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-158",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/compute-requirements.md",
      "title": "Compute requirements",
      "locator": "Sizing and licensing metrics",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North licensed by compute units and separately administered application instances; licence rates absent."
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    {
      "id": "cohere-north:cohere-north:n-doc-78",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/north_analytics_v2.md",
      "title": "Analytics v2",
      "locator": "Alpha metrics and CSV/PNG exports",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Self-hosted analytics reports users/groups/models/agents/tools; named-user CSV and sampled metrics have limits."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-95",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_analytics_settings.md",
      "title": "Analytics settings",
      "locator": "Alpha event collection and retention",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Operators can turn event collection off and configure retention for database analytics events."
    },
    {
      "id": "unique-ai:unique-ai:analytics",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/insights-measurement/analytics-interface/analytics",
      "title": "Analytics interface",
      "locator": "Reports; anonymisation; detailed interactions",
      "sourceDate": "2026-09-03",
      "retrievedAt": "2026-10-21",
      "finding": "Documents adoption reports, detailed chat/model/tool exports and randomised or stable pseudonymous identifiers."
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    {
      "id": "cohere-north:cohere-north:n-doc-137",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/flow-control.md",
      "title": "Flow control",
      "locator": "Alpha model rate-limit proxy",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "User/group/model/source/provider rules enforce request/input/output token limits only after Helm services deployed; fail-open option and unlimited default."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-207",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/observability/token-usage.md",
      "title": "Token usage monitoring",
      "locator": "Prometheus/Grafana collection and limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Operators collect billed/raw tokens by model/provider/operation; no per-user labels, scrape gaps and incomplete paths prevent billing-ledger equivalence."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-140-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/audits?format=html",
      "title": "Audits",
      "locator": "Alpha admin events and GET API; public representation of https://private.docs.cohere.com/north/docs/admin/audits.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 4694734d3c4deaa7540b7df9604377266d387b5b92dea6b958aebbfdd74d20fc on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Admin changes/compliance decisions have searchable event rows and programmatic audit endpoints."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-139-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/compliance?format=html",
      "title": "Compliance",
      "locator": "Alpha dual-control investigation and CSV; public representation of https://private.docs.cohere.com/north/docs/admin/compliance.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8d8d2439993a46e02f92eaf3dc040bacc2a9b59f3ad61352c04278648157c37c on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Approved investigators get24-hour conversation access/CSV including blocked/redacted content; self-approval forbidden."
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    {
      "id": "unique-ai:unique-ai:audit",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/audit-logs",
      "title": "Audit logs",
      "locator": "Scope; exclusions; default basic mode; retention and export",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Defines privileged API event logging with self-service exclusions, deployment-specific retention and request-based export."
    },
    {
      "id": "unique-ai:unique-ai:security-export",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/integrations-connectors/security-events-export-see",
      "title": "Security Events Export",
      "locator": "Availability; delivered events; retention; cost",
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      "retrievedAt": "2026-10-21",
      "finding": "Documents Single-Tenant-only Azure Activity/Defender Event Hub export with seven-day replay, client-region selection and consumption cost."
    },
    {
      "id": "unique-ai:unique-ai:review2-audit",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/audit-logs",
      "title": "Audit logs",
      "locator": "About audit logs; modes; Single and Multi Tenant Clients",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "API audit-event guide specifies basic/verbose modes and MT 90-day/ST five-year operational retention. It does not reconcile those event classes to DPA audit logs or a customer-specific contractual override."
    },
    {
      "id": "unique-ai:unique-ai:review2-dpa",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://www.unique.ai/data-processing-addendum",
      "title": "Unique data processing addendum",
      "locator": "Sections 3.15 and 6.1; Appendix A; July 2025 footer",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The public July 2025 DPA specifies ten-year audit logs and CH storage, while Appendix A lists Microsoft and a client-chosen location. No signed current provider schedule, retention override or contract-precedence mapping was inspected."
    },
    {
      "id": "unique-ai:unique-ai:review2-retention",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/data-protection/data-retention-and-data-deletion-at-unique",
      "title": "Retention and deletion at Unique",
      "locator": "Purpose; Data retention; Deletion after termination; Backups; Encryption in Place",
      "sourceDate": "2026-05-04",
      "retrievedAt": "2026-10-21",
      "finding": "Hosted-only policy separates ordinary post-termination content retention, recoverable files and backups and permits contract customisation. Its log/key statements are not reconciled to audit-event/DPA/key-management scopes."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-138",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/north-guardrails.md",
      "title": "Guardrails admin",
      "locator": "Selected-customer beta PII and alpha content safety",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "HiddenLayer supports allow/block/redact with monitor-only default; timeouts/unsupported entities and advisory content safety can fail open."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-193",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/advanced/feature-enablement/guardrails.md",
      "title": "Guardrails deployment",
      "locator": "Selected-customer beta in-cluster HiddenLayer",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "GPU scanning engine runs inside customer cluster without external HiddenLayer cloud traffic in documented configuration."
    },
    {
      "id": "unique-ai:unique-ai:dlp",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/data-leakage-prevention-dlp",
      "title": "Data leakage prevention integration",
      "locator": "Proxy; analytics API; compatibility",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Describes customer-operated HTTPS/DLP proxy and post-chat analytics scanning rather than a default native PII-redaction feature."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-145",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/terms-and-conditions.md",
      "title": "Terms and conditions",
      "locator": "Alpha required policy acceptance",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Sign-up/tool-specific multilingual terms require acceptance again after new versions; external URL overrides hosted terms."
    },
    {
      "id": "unique-ai:unique-ai:single",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/security-architecture-single-tenant",
      "title": "Single-tenant security architecture",
      "locator": "Azure resources; SSO; encryption; monitoring",
      "sourceDate": "2026-05-28",
      "retrievedAt": "2026-10-21",
      "finding": "Documents separate Azure landing zone, network restrictions, retention and Unique-managed infrastructure keys."
    },
    {
      "id": "unique-ai:unique-ai:policy",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/terms-and-conditions-administration",
      "title": "Terms and conditions administration",
      "locator": "First-login acceptance; MSA condition; API export",
      "sourceDate": "2026-05-07",
      "retrievedAt": "2026-10-21",
      "finding": "Documents first-login acceptance, custom terms under an MSA and version/agreement export through GraphQL."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-146",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security.md",
      "title": "North security",
      "locator": "Customer deployment hardening and log forwarding",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Recommends operator encryption/network/SSO controls and stdout-to-SIEM forwarding; no observed hardened configuration implied."
    },
    {
      "id": "cohere-north:cohere-north:n-private",
      "productId": "cohere-north",
      "kind": "vendor-claimed",
      "url": "https://cohere.com/private-deployments",
      "title": "Cohere private deployments",
      "locator": "VPC/on-prem/air-gap and rollout support",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Vendor offers customer-managed VPC and air-gapped on-prem delivery with deployment assistance."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-217",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/model-vault-with-north.md",
      "title": "Model Vault with North",
      "locator": "Customer app plus Cohere inference",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North stays customer-hosted; Cohere processes model inputs in dedicated Vault; ZDR option removes prompt retention."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-214",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/backup-restore.md",
      "title": "Backup and restore",
      "locator": "Database, secrets and object storage",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Operator controls backup placement and retention; encryption master key needed for restore."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-208",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/observability/traces.md",
      "title": "Distributed tracing",
      "locator": "Operator OpenTelemetry export",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Optional tracing sends deployment telemetry to operator-selected collectors; geographic placement is not fixed."
    },
    {
      "id": "cohere-north:cohere-north:n-commitments",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://cohere.com/enterprise-data-commitments",
      "title": "Enterprise data commitments",
      "locator": "Private/third-party versus SaaS Platform; retention and ZDR FAQ",
      "sourceDate": "2025-12-05",
      "retrievedAt": "2026-10-21",
      "finding": "Private deployments do not send prompts to Cohere; SaaS Platform has opt-out training and30-day logs with exceptions; Model Vault integration has its own inference scope."
    },
    {
      "id": "unique-ai:unique-ai:review2-keys",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/security-architecture-single-tenant/key-management",
      "title": "Single-tenant key management",
      "locator": "Infrastructure-only scope; PMK; BYOK/CYOK/HYOK; Summary",
      "sourceDate": "2026-05-27",
      "retrievedAt": "2026-10-21",
      "finding": "May 2026 key guide distinguishes imported customer-generated keys held by Unique from customer-exclusive key control via self-hosting. Its MT/ST CMK statement differs from the hosted retention page; actual MT configuration is unverified."
    },
    {
      "id": "unique-ai:unique-ai:review2-single",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/install-unique/single-tenant/security-architecture-single-tenant",
      "title": "Single-tenant security architecture",
      "locator": "Overview; Encryption; Data classification",
      "sourceDate": "2026-05-28",
      "retrievedAt": "2026-10-21",
      "finding": "Single-tenant guide documents separate landing zone, WAF/IP controls and Unique-managed encryption. Its 2048-bit RSA-HSM description differs from the hosted retention page; this does not establish an exact current key design."
    },
    {
      "id": "unique-ai:unique-ai:review2-compliance",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/compliance/compliance-layer-3-0",
      "title": "Compliance Layer 3.0",
      "locator": "Digital Sovereignty; Feature overview matrix",
      "sourceDate": "2026-05-27",
      "retrievedAt": "2026-10-21",
      "finding": "The deployment matrix documents CH North multitenant hosting and selectable single/client-hosted regions, with deployment-specific controls. These are options, not proof of a particular customer contract or current key configuration."
    },
    {
      "id": "cohere-north:cohere-north:n-vault",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://docs.cohere.com/docs/model-vault.md",
      "title": "Model Vault overview",
      "locator": "Dedicated inference deployment and choices",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Cohere-managed dedicated inference is separate from the North control plane."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-165",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/deployment-model.md",
      "title": "Deployment model",
      "locator": "Helm and production GitOps",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North application Helm chart deployed on customer Kubernetes; GitOps/ArgoCD recommended for production."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-159",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/networking-requirements.md",
      "title": "Networking requirements",
      "locator": "Optional external model API and registry access",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Operator network/DNS/TLS controls; hosted model API optional, image supply needs mirroring for disconnected installations."
    },
    {
      "id": "unique-ai:unique-ai:install",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/installing-and-upgrading-unique/install-unique",
      "title": "Unique installation models",
      "locator": "Overview",
      "sourceDate": "2025-08-06",
      "retrievedAt": "2026-10-21",
      "finding": "Enumerates multi-tenant, single-tenant, customer-managed and on-premise deployments."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-139",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/compliance.md",
      "title": "Compliance",
      "locator": "Alpha dual-control investigation and CSV",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Approved investigators get24-hour conversation access/CSV including blocked/redacted content; self-approval forbidden."
    },
    {
      "id": "unique-ai:unique-ai:terms",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://www.unique.ai/terms-of-service",
      "title": "Unique terms of service",
      "locator": "Sections 1-2, 4-6, 11, 17-18",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Describes a sales-conversation service with Order Form subscription fees, nonrenewal notice, recording export and proprietary rights; applicability to the current AI MSA needs confirmation."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-88",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/configuring_data_retention_settings.md",
      "title": "Data retention settings",
      "locator": "Alpha conversation retention and jobs",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Age-based retention off by default; enabled defaults90day soft-delete plus30-day timeout; hourly hard-delete still runs for manually deleted conversations."
    },
    {
      "id": "unique-ai:unique-ai:redaction",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/data-redaction",
      "title": "Chat data redaction and retention",
      "locator": "What is cleared; exclusions; administrator settings",
      "sourceDate": "2026-10-18",
      "retrievedAt": "2026-10-21",
      "finding": "Documents scheduled clearing of chat content and workspace records, with separate upload/KB retention rules."
    },
    {
      "id": "cohere-north:cohere-north:n-combination-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement",
      "title": "Cohere and Aleph Alpha combination agreement",
      "locator": "September 16 definitive agreement and closing conditions; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 972ee8d4e3dd868bf9d5986f00e66c0543ffd55cf519b78909aa7ec0cad9c399 on 2026-10-26",
      "sourceDate": "2026-09-16",
      "retrievedAt": "2026-10-26",
      "finding": "Combination remains subject to regulatory approvals; future dual headquarters and leadership depend on closing."
    },
    {
      "id": "cohere-north:cohere-north:corporate-aisle-20261026",
      "productId": "cohere-north",
      "kind": "vendor-claimed",
      "url": "https://cohere.com/blog/cohere-and-aisle-sign-letter-of-intent-to-advance-cyber-resilient-sovereign-ai",
      "title": "Cohere AISLE proposed acquisition announcement",
      "locator": "October 15 announcement, opening paragraphs and closing transaction conditions; HTTP 200, body SHA256 e17b07229ecb36abb9f98b4d36e6541d3c74db64f0758fa93b8b48df3c7ccf58",
      "sourceDate": "2026-10-15",
      "retrievedAt": "2026-10-26",
      "finding": "The current text calls AISLE a proposed acquisition and calls Aleph Alpha a partnership. It does not provide closing/approval evidence for the September business-combination agreement."
    },
    {
      "id": "cohere-north:cohere-north:n-terms-20261026",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://cohere.com/terms-of-use",
      "title": "Cohere public terms of use",
      "locator": "2022 terms; scope and choice of law; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 09c6e9b556c82d0e47438f044477298abb536b98fb30622371806a82ea1f3cbd on 2026-10-26",
      "sourceDate": "2022-09-07",
      "retrievedAt": "2026-10-26",
      "finding": "Public general terms identify Cohere Inc and Ontario/Toronto law; North commercial subscription terms were not retrieved."
    },
    {
      "id": "cohere-north:cohere-north:n-trust-20261026",
      "productId": "cohere-north",
      "kind": "vendor-claimed",
      "url": "https://trustcenter.cohere.com/?format=html",
      "title": "Cohere Trust Center",
      "locator": "Reports, subprocessors and regulatory FAQs; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 be106d8cf80369b1d1adf72c7912bf7c8af1221b76a8a381c6a95455d2666401 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Lists request-gated SOC 2/ISO 27001/42001 reports, USA subprocessors, NDA-gated DPA and SaaS US-Central hosting; not a whole-North private deployment policy."
    },
    {
      "id": "unique-ai:unique-ai:contact",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://www.unique.ai/contact-us",
      "title": "Unique AI contact",
      "locator": "Office addresses",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Lists Unique AI AG in Zürich, Unique Germany GmbH in Berlin and other regional entities."
    },
    {
      "id": "unique-ai:unique-ai:review2-governance",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/ai-governance-framework",
      "title": "Unique AI governance framework: contract access",
      "locator": "Individual standards; Legal contracts; End-User Terms and Conditions",
      "sourceDate": "2026-04-12",
      "retrievedAt": "2026-10-21",
      "finding": "The current governance framework says legal contracts and end-user T&Cs are available on request; the public page does not expose platform subscription or component licence clauses."
    },
    {
      "id": "cohere-north:cohere-north:n-trust",
      "productId": "cohere-north",
      "kind": "vendor-claimed",
      "url": "https://trustcenter.cohere.com/?format=html",
      "title": "Cohere Trust Center",
      "locator": "Reports, subprocessors and regulatory FAQs",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Lists request-gated SOC 2/ISO 27001/42001 reports, USA subprocessors, NDA-gated DPA and SaaS US-Central hosting; not a whole-North private deployment policy."
    },
    {
      "id": "cohere-north:cohere-north:n-terms",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://cohere.com/terms-of-use",
      "title": "Cohere public terms of use",
      "locator": "2022 terms; scope and choice of law",
      "sourceDate": "2022-09-07",
      "retrievedAt": "2026-10-21",
      "finding": "Public general terms identify Cohere Inc and Ontario/Toronto law; North commercial subscription terms were not retrieved."
    },
    {
      "id": "unique-ai:unique-ai:trust",
      "productId": "unique-ai",
      "kind": "vendor-claimed",
      "url": "https://www.unique.ai/trust-center",
      "title": "Unique AI trust centre",
      "locator": "Enterprise security; compliance standards; FAQ",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Describes CH Azure storage separately from globally routed inference and claims ISO/SOC assurances, with differing SOC types in the FAQ."
    },
    {
      "id": "unique-ai:unique-ai:iso42001",
      "productId": "unique-ai",
      "kind": "certificate-verified",
      "url": "https://www.unique.ai/hubfs/ISO%2042001_Unique_EN_2025.pdf",
      "title": "Unique ISO/IEC 42001 certificate",
      "locator": "One page; registration 99 420 00001; scope and dates",
      "sourceDate": "2025-03-07",
      "retrievedAt": "2026-10-21",
      "finding": "TÜV SÜD certificate covers development/deployment SaaS for financial services using pretrained foundation models or client-provided models, valid to 6 March 2028.",
      "issuer": "TÜV SÜD South Asia Private Limited",
      "certificateScope": "Unique AG, Stockerstr.34, Zurich. Development and deployment of SaaS for financial-services clients based on pretrained AI foundation models using Azure OpenAI or client-provided models, including client on-premise models.",
      "validFrom": "2025-03-07",
      "validUntil": "2028-03-06",
      "registryUrl": null
    },
    {
      "id": "unique-ai:unique-ai:review2-iso-docs",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/compliance/certifications/iso-certifications",
      "title": "ISO Certifications and current downloads",
      "locator": "Certificate ISO27001; ISO9001; ISO42001; Statement of Applicability",
      "sourceDate": "2026-08-05",
      "retrievedAt": "2026-10-21",
      "finding": "The ISO documentation links 2026 English/German ATTESTA ISO27001 and ISO9001 renewals, plus the 2025 ISO42001 certificate; ISO27001 SoA requires an NDA."
    },
    {
      "id": "unique-ai:unique-ai:review2-iso27001",
      "productId": "unique-ai",
      "kind": "certificate-verified",
      "url": "https://unique-ch.atlassian.net/wiki/rest/api/content/1384809423/child/attachment/att2423750716/download",
      "title": "Unique AG ISO27001 ATTESTA 2026 renewal",
      "locator": "One-page 2026 English certificate; scope, registration, surveillance, printed expiry",
      "sourceDate": "2026-06-10",
      "retrievedAt": "2026-10-21",
      "finding": "Inspected ATTESTA ISO27001:2022 renewal for Unique AG, registration 223-06-018.I, issued 10 June 2026 after 4 June surveillance, valid until 31 May 2029. The certificate-linked public register lists the same number and expiry.",
      "issuer": "ATTESTA Schweizer Zertifizierungsgesellschaft AG",
      "certificateScope": "Unique AG, Stockerstrasse 34, 8002 Zürich: development, operation, trading and distribution of software and provision of IT/information-technology services; ISO27001:2022 information security management",
      "validFrom": null,
      "validUntil": "2029-05-31",
      "registryUrl": "https://www.ic-register.com/?qry=Unique&handler=Process"
    },
    {
      "id": "unique-ai:unique-ai:review2-iso9001",
      "productId": "unique-ai",
      "kind": "certificate-verified",
      "url": "https://unique-ch.atlassian.net/wiki/rest/api/content/1384809423/child/attachment/att2423750710/download",
      "title": "Unique AG ISO9001 ATTESTA 2026 renewal",
      "locator": "One-page 2026 English certificate; scope, registration, surveillance, printed expiry",
      "sourceDate": "2026-06-10",
      "retrievedAt": "2026-10-21",
      "finding": "Inspected ATTESTA ISO9001:2015 renewal for Unique AG, registration 223-06-017.Q, issued 10 June 2026 after 4 June surveillance, valid until 31 May 2029. The certificate-linked public register lists the same number and expiry.",
      "issuer": "ATTESTA Schweizer Zertifizierungsgesellschaft AG",
      "certificateScope": "Unique AG, Stockerstrasse 34, 8002 Zürich: development, operation, trading and distribution of software and provision of IT/information-technology services; ISO9001:2015 quality management",
      "validFrom": null,
      "validUntil": "2029-05-31",
      "registryUrl": "https://www.ic-register.com/?qry=Unique&handler=Process"
    },
    {
      "id": "unique-ai:unique-ai:review2-iso-register",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://www.ic-register.com/?qry=Unique&handler=Process",
      "title": "Certificate-linked public register: Unique AG",
      "locator": "Unique AG result rows; registration, scope, expiry",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public certificate-linked register lookup for Unique AG lists registrations 223-06-018.I and 223-06-017.Q, Zurich, software/IT scope and expiry 31 May 2029. Standard/status text fields are blank; certificate PDFs supply the standards."
    },
    {
      "id": "unique-ai:unique-ai:review2-soc",
      "productId": "unique-ai",
      "kind": "vendor-claimed",
      "url": "https://docs.unique.ai/security-and-compliance/compliance/certifications/soc-2-type-2",
      "title": "SOC2 Type2: chronology and report access",
      "locator": "SOC2 Type2 timeline; Certificates/report access",
      "sourceDate": "2026-04-12",
      "retrievedAt": "2026-10-21",
      "finding": "The dedicated SOC page explains Type1 in December 2023 followed by Type2 in January 2025; audit report and certificate are available only on request after NDA. Auditor, service scope and actual reporting period were not publicly inspected."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-154",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/security/data-encryption-at-rest.md",
      "title": "Data encryption at rest",
      "locator": "Optional AES256GCM chat-column envelope encryption",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Customer-held Kubernetes master key encrypts chat columns; automation/workflow data excluded."
    },
    {
      "id": "cohere-north:cohere-north:n-pricing",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://cohere.com/pricing",
      "title": "Cohere pricing",
      "locator": "North custom pricing; separate Model Vault/API tables",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North pricing is custom; model API trials and Model Vault instance rates are separate products."
    },
    {
      "id": "unique-ai:unique-ai:review2-terms-admin",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/terms-and-conditions-administration",
      "title": "Terms and Conditions Administration",
      "locator": "Overview; MSA exceptions; Modifying/Exporting Terms and Conditions",
      "sourceDate": "2026-05-08",
      "retrievedAt": "2026-10-21",
      "finding": "Current platform T&C administration refers to a customer MSA and gated admin export; it does not publish the vendor platform agreement or determine subscription/IP/branding clauses."
    },
    {
      "id": "cohere-north:cohere-north:fx-ecb",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml",
      "title": "ECB historical FX",
      "locator": "2026-10-20 USD/CHF rates",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-21",
      "finding": "EUR1=USD1.1215=CHF0.9237; rates recorded without inventing an unpriced North total."
    },
    {
      "id": "unique-ai:unique-ai:platform",
      "productId": "unique-ai",
      "kind": "vendor-claimed",
      "url": "https://www.unique.ai/en/platform",
      "title": "Unique AI platform",
      "locator": "Frontend, financial agents, MCP Hub; deployment section",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Markets a modular finance platform with governed connectors, frontend, financial agents and APIs."
    },
    {
      "id": "unique-ai:unique-ai:ecb-fx",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml",
      "title": "ECB euro foreign exchange reference rates, 20 October 2026",
      "locator": "Cube time=\"2026-10-20\": USD and CHF",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-21",
      "finding": "ECB records EUR 1 = USD 1.1215 and CHF 0.9237 on 20 October 2026; derived USD to EUR is 1/1.1215 and CHF to EUR is 1/0.9237."
    },
    {
      "id": "cohere-north:cohere-north:n-home",
      "productId": "cohere-north",
      "kind": "vendor-claimed",
      "url": "https://cohere.com/north",
      "title": "North 2 product page",
      "locator": "Platform and private deployment overview",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "North offers agents, automations, libraries, applications and private deployment."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-142",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/admin/whitelabeling.md",
      "title": "White labeling",
      "locator": "Branding configuration",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Operators configure branding; commercial branding licence terms not established."
    },
    {
      "id": "unique-ai:unique-ai:review2-governance-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/security-and-compliance/ai-governance-framework",
      "title": "Unique AI governance framework: contract access",
      "locator": "Individual standards; Legal contracts; End-User Terms and Conditions",
      "sourceDate": "2026-04-12",
      "retrievedAt": "2026-10-26",
      "finding": "The current governance framework says legal contracts and end-user T&Cs are available on request; the public page does not expose platform subscription or component licence clauses."
    },
    {
      "id": "unique-ai:unique-ai:reference-licence-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://github.com/Unique-AG/ai/blob/afa596c9b4b0231895ff70f44029a9a525f746e9/LICENSE",
      "title": "Unique public reference repository licence",
      "locator": "LICENSE, repository-wide disclaimer and exceptions",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The public repository defaults to Unique License v1 unless an explicit licence says otherwise; commercial use, distribution and modifications require prior approval. The default is restricted source-available, not an OSI open-source licence."
    },
    {
      "id": "unique-ai:unique-ai:unique-licence-v1-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://github.com/Unique-AG/license/releases/tag/unique-license.v1",
      "title": "Unique License v1",
      "locator": "Grant, Restrictions, Open Source Components, Governing Law",
      "sourceDate": "2024-09-24",
      "retrievedAt": "2026-10-26",
      "finding": "The published full licence permits personal noncommercial use and requires prior written approval for commercial use, distribution and modification, with separate component-licence exceptions. Swiss law and Zurich venue are specified."
    },
    {
      "id": "unique-ai:unique-ai:sdk-licence-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://github.com/Unique-AG/ai/blob/afa596c9b4b0231895ff70f44029a9a525f746e9/unique_sdk/LICENSE",
      "title": "Unique Python SDK MIT licence",
      "locator": "unique_sdk/LICENSE, explicit component exception",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The Python SDK directory has an explicit MIT licence permitting commercial use and modification subject to notice requirements; this exception does not license the hosted platform."
    },
    {
      "id": "unique-ai:unique-ai:sdk-package-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://github.com/Unique-AG/ai/blob/afa596c9b4b0231895ff70f44029a9a525f746e9/unique_sdk/pyproject.toml",
      "title": "Unique SDK package metadata",
      "locator": "project name/version and licence",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "At the pinned October 23 repository commit, unique_sdk package metadata declares MIT, consistent with its component licence. Repository/package version is not treated as the hosted release date."
    },
    {
      "id": "unique-ai:unique-ai:review2-terms-admin-20261026",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/it-operators/operations/security-and-data-privacy/terms-and-conditions-administration",
      "title": "Terms and Conditions Administration",
      "locator": "Overview; MSA exceptions; Modifying/Exporting Terms and Conditions",
      "sourceDate": "2026-05-08",
      "retrievedAt": "2026-10-26",
      "finding": "Current platform T&C administration refers to a customer MSA and gated admin export; it does not publish the vendor platform agreement or determine subscription/IP/branding clauses."
    },
    {
      "id": "cohere-north:cohere-north:n-combination",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement",
      "title": "Cohere and Aleph Alpha combination agreement",
      "locator": "September 16 definitive agreement and closing conditions",
      "sourceDate": "2026-09-16",
      "retrievedAt": "2026-10-21",
      "finding": "Combination remains subject to regulatory approvals; future dual headquarters and leadership depend on closing."
    },
    {
      "id": "cohere-north:cohere-north:n-status",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://status.cohere.com/",
      "title": "Cohere status",
      "locator": "Hosted API service status",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public hosted service status is available; it does not establish customer-hosted North SLA."
    },
    {
      "id": "unique-ai:unique-ai:support",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/enterprise-support",
      "title": "Enterprise support",
      "locator": "Contact; dedicated support model; hours",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Provides public multitenant status link, enterprise email and a contract-specific dedicated support model."
    },
    {
      "id": "unique-ai:unique-ai:status",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://status.prod.unique.app/",
      "title": "Unique public system status",
      "locator": "Component and 90-day uptime panels",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public status page displays service/API/collector components and historical uptime panels; dedicated environments are outside the documented status scope."
    },
    {
      "id": "cohere-north:cohere-north:n-guide",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/docs/get-started/north-user-guide.md",
      "title": "North user guide",
      "locator": "Release calendar and feature-state definitions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Lists planned November 13 v2.1 andDecember 11 v2.2 releases, subject to change; not individual feature delivery promises."
    },
    {
      "id": "unique-ai:unique-ai:homepage",
      "productId": "unique-ai",
      "kind": "vendor-claimed",
      "url": "https://www.unique.ai/",
      "title": "Unique AI finance platform",
      "locator": "Forward-Deployed Engineers and training section",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Markets embedded experts and structured training programmes for finance users and IT."
    },
    {
      "id": "cohere-north:cohere-north:n-doc-36",
      "productId": "cohere-north",
      "kind": "documented",
      "url": "https://private.docs.cohere.com/north/docs/get-started/tools/data-interpreter/home.md",
      "title": "Data Interpreter",
      "locator": "Deprecated tool and successor",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Legacy spreadsheet Python tool is deprecated in favor of code sandbox; whole-sheet analysis differs from indexed metadata search."
    }
  ]
}
