{
  "schemaVersion": 1,
  "rubricVersion": "1.1",
  "kind": "pair",
  "slug": "swissgpt-vs-unique-ai",
  "canonicalUrl": "https://onaihq.com/compare/agents/swissgpt-vs-unique-ai/",
  "markdownUrl": "https://onaihq.com/compare/agents/swissgpt-vs-unique-ai/index.md",
  "dataUrl": "https://onaihq.com/compare/agents/swissgpt-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": "swissgpt",
      "name": "AlpineAI / SwissGPT",
      "website": "https://alpineai.swiss",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/swissgpt/",
      "lifecycle": {
        "status": "unknown",
        "note": null
      },
      "surfaces": [
        {
          "id": "web",
          "name": "AlpineAI platform browser client",
          "type": "web"
        },
        {
          "id": "outlook",
          "name": "AlpineAI Outlook add-in",
          "type": "office-add-in"
        },
        {
          "id": "mobile",
          "name": "AlpineAI iOS and Android apps",
          "type": "mobile"
        },
        {
          "id": "api",
          "name": "AlpineAI API platform",
          "type": "api"
        }
      ],
      "sourcedClaimCount": 30,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 30,
      "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": 29,
    "sharedSourcedCriteria": 29,
    "crossCheckedCriteriaByProduct": {
      "swissgpt": 30,
      "unique-ai": 49
    },
    "sourcedOnlyCriteriaByProduct": {
      "swissgpt": 0,
      "unique-ai": 0
    },
    "sourcedCriteriaByProduct": {
      "swissgpt": 30,
      "unique-ai": 49
    },
    "crossCheckedCriterionRows": 50,
    "sourcedOnlyCriterionRows": 0,
    "sourcedCriterionRows": 50,
    "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": "swissgpt",
          "claimId": "swissgpt:MOD-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "AlpineAI names Mistral Large 3 as its primary model and says it operates all models itself in Switzerland.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "providers",
              "question": "Which model providers are available?",
              "support": "partial",
              "answer": "Mistral is the named current provider. Other providers are not enumerated.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "current_models",
              "question": "Which current models are selectable on this plan?",
              "support": "partial",
              "answer": "Mistral Large 3 is named as the primary model; this does not establish a user-selectable catalogue.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "user_choice",
              "question": "Can users pick the model per chat?",
              "support": "unknown",
              "answer": "Can users pick the model per chat? Unknown. The FAQ does not enumerate all models, expose a per-chat picker, explain routing visibility or map multimodal inputs to models.",
              "evidenceIds": []
            },
            {
              "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. The FAQ does not enumerate all models, expose a per-chat picker, explain routing visibility or map multimodal inputs to models.",
              "evidenceIds": []
            },
            {
              "id": "multimodal_input",
              "question": "Which models accept images, audio or files?",
              "support": "unknown",
              "answer": "Which models accept images, audio or files? Unknown. The FAQ does not enumerate all models, expose a per-chat picker, explain routing visibility or map multimodal inputs to models.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The FAQ does not enumerate all models, expose a per-chat picker, explain routing visibility or map multimodal inputs to models."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:MOD-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: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": "swissgpt",
          "claimId": "swissgpt:MOD-03",
          "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: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": "swissgpt",
          "claimId": "swissgpt:MOD-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "AlpineAI says it hosts open models on its own Swiss hardware.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "self_hosted_chat",
              "question": "Can chat use a customer-hosted model?",
              "support": "unknown",
              "answer": "Can chat use a customer-hosted model? Unknown. Customer-hosted chat and embedding routes, supported runtimes and their feature parity are not documented in the reviewed current offer.",
              "evidenceIds": []
            },
            {
              "id": "self_hosted_embeddings",
              "question": "Can retrieval use customer-hosted embeddings?",
              "support": "unknown",
              "answer": "Can retrieval use customer-hosted embeddings? Unknown. Customer-hosted chat and embedding routes, supported runtimes and their feature parity are not documented in the reviewed current offer.",
              "evidenceIds": []
            },
            {
              "id": "feature_parity",
              "question": "Which features fail with self-hosted models?",
              "support": "unknown",
              "answer": "Which features fail with self-hosted models? Unknown. Customer-hosted chat and embedding routes, supported runtimes and their feature parity are not documented in the reviewed current offer.",
              "evidenceIds": []
            },
            {
              "id": "vendor_hosted_open_models",
              "question": "Does the vendor host open-weight models in EU/CH?",
              "support": "supported",
              "answer": "The vendor identifies Mistral Large 3 as its current primary open model, operated on AlpineAI-owned hardware in Switzerland without foreign model APIs.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            }
          ],
          "limitations": [
            "Customer-hosted chat and embedding routes, supported runtimes and their feature parity are not documented in the reviewed current offer."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:MOD-05",
          "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: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": "swissgpt",
          "claimId": "swissgpt:KNOW-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Document upload is advertised for assistants and chat.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "formats",
              "question": "Which formats are accepted?",
              "support": "partial",
              "answer": "PDF, Word, text and Excel are named across the product and sector pages. This is not an exhaustive format matrix.",
              "evidenceIds": [
                "swissgpt:swissgpt:product",
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "limits",
              "question": "What size and count limits apply per file and chat?",
              "support": "unknown",
              "answer": "What size and count limits apply per file and chat? Unknown. The published 50-document/100 MB assistant limit does not define per-file and per-chat limits. OCR, embedded images, formula/table fidelity and full-file versus chunked processing need technical documentation or the shared upload fixture.",
              "evidenceIds": []
            },
            {
              "id": "ocr",
              "question": "Are scanned PDFs read?",
              "support": "unknown",
              "answer": "Are scanned PDFs read? Unknown. The published 50-document/100 MB assistant limit does not define per-file and per-chat limits. OCR, embedded images, formula/table fidelity and full-file versus chunked processing need technical documentation or the shared upload fixture.",
              "evidenceIds": []
            },
            {
              "id": "spreadsheets",
              "question": "Are Excel tables read with structure intact?",
              "support": "unknown",
              "answer": "Are Excel tables read with structure intact? Unknown. The published 50-document/100 MB assistant limit does not define per-file and per-chat limits. OCR, embedded images, formula/table fidelity and full-file versus chunked processing need technical documentation or the shared upload fixture.",
              "evidenceIds": []
            },
            {
              "id": "full_vs_chunked",
              "question": "Is the whole file used or only retrieved parts, and does the user see which?",
              "support": "unknown",
              "answer": "Is the whole file used or only retrieved parts, and does the user see which? Unknown. The published 50-document/100 MB assistant limit does not define per-file and per-chat limits. OCR, embedded images, formula/table fidelity and full-file versus chunked processing need technical documentation or the shared upload fixture.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The published 50-document/100 MB assistant limit does not define per-file and per-chat limits. OCR, embedded images, formula/table fidelity and full-file versus chunked processing need technical documentation or the shared upload fixture."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product",
            "swissgpt:swissgpt:university"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:KNOW-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Standard and Premium include document-backed assistants with published collection limits.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "persistent_collections",
              "question": "Can users keep document collections across chats?",
              "support": "supported",
              "answer": "Assistants retain their own reference-document workspace for later questions.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can collections be shared with users, groups or the whole organisation?",
              "support": "unknown",
              "answer": "Can collections be shared with users, groups or the whole organisation? Unknown. User/group/organisation sharing and Enterprise collection limits are not specified. The wording does not clearly distinguish per-file from aggregate 100 MB.",
              "evidenceIds": []
            },
            {
              "id": "size_limits",
              "question": "What are the collection limits?",
              "support": "partial",
              "answer": "Standard has 2 assistants and Premium 5; each is listed as 50 documents / max. 100 MB. Enterprise limits are not published.",
              "evidenceIds": [
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "assistant_binding",
              "question": "Can collections be bound to an assistant?",
              "support": "supported",
              "answer": "Users place documents in an assistant workspace and questions use those sources.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            }
          ],
          "limitations": [
            "User/group/organisation sharing and Enterprise collection limits are not specified. The wording does not clearly distinguish per-file from aggregate 100 MB."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product",
            "swissgpt:swissgpt:university"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:KNOW-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise sector pages name production REST integrations with eGeKo and five healthcare systems. A public standard connector matrix for M365, Google, Atlassian and on-premise sources remains unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "microsoft_365",
              "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?",
              "support": "unknown",
              "answer": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected? Unknown. The current FAQ does not identify shipped SharePoint, OneDrive, Outlook-search, Teams, Google, Atlassian or on-prem-source connectors, their consent scopes or maintainers. The Outlook add-in is recorded under WORK-02. Rechecked 2026-10-26 in AlpineAI product, public-administration and healthcare feature/licence FAQs and Security page. No extra technical/admin documentation was identified in official links or targeted first-party searches; no account fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "google_workspace",
              "question": "Which Google sources are connected?",
              "support": "unknown",
              "answer": "Which Google sources are connected? Unknown. The current FAQ does not identify shipped SharePoint, OneDrive, Outlook-search, Teams, Google, Atlassian or on-prem-source connectors, their consent scopes or maintainers. The Outlook add-in is recorded under WORK-02. Rechecked 2026-10-26 in AlpineAI product, public-administration and healthcare feature/licence FAQs and Security page. No extra technical/admin documentation was identified in official links or targeted first-party searches; no account fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "atlassian",
              "question": "Confluence and Jira?",
              "support": "unknown",
              "answer": "Confluence and Jira? Unknown. The current FAQ does not identify shipped SharePoint, OneDrive, Outlook-search, Teams, Google, Atlassian or on-prem-source connectors, their consent scopes or maintainers. The Outlook add-in is recorded under WORK-02. Rechecked 2026-10-26 in AlpineAI product, public-administration and healthcare feature/licence FAQs and Security page. No extra technical/admin documentation was identified in official links or targeted first-party searches; no account fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "other_systems",
              "question": "Which other business systems?",
              "support": "partial",
              "answer": "The public-administration FAQ names eGeKo as an integration in production. The healthcare FAQ names Axenita, Aeskulap, Ines, Logival and Mediway as production integrations through the AlpineAI REST API. Individual integrations are part of Enterprise from 10 licences and planned with the customer IT team. Public consent scopes, per-system configuration and a self-service connector matrix are not supplied.",
              "evidenceIds": [
                "swissgpt:swissgpt:public-pricing-20261026",
                "swissgpt:swissgpt:health-pricing-20261026"
              ]
            },
            {
              "id": "on_prem_sources",
              "question": "Can on-prem file shares or databases be connected?",
              "support": "unknown",
              "answer": "Can on-prem file shares or databases be connected? Unknown. The current FAQ does not identify shipped SharePoint, OneDrive, Outlook-search, Teams, Google, Atlassian or on-prem-source connectors, their consent scopes or maintainers. The Outlook add-in is recorded under WORK-02. Rechecked 2026-10-26 in AlpineAI product, public-administration and healthcare feature/licence FAQs and Security page. No extra technical/admin documentation was identified in official links or targeted first-party searches; no account fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "connector_provider",
              "question": "Who builds and maintains each connector?",
              "support": "partial",
              "answer": "AlpineAI plans custom Enterprise integrations with the institution IT team. The university FAQ mentions expanding prebuilt connectors without naming them.",
              "evidenceIds": [
                "swissgpt:swissgpt:university"
              ]
            }
          ],
          "limitations": [
            "The production integration names are vendor claims on the sector pages, not a tested connector inventory.",
            "Individual integrations require the Enterprise package from 10 licences; no API account, customer deployment or fixture was accessed."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:public-pricing-20261026",
            "swissgpt:swissgpt:health-pricing-20261026",
            "swissgpt:swissgpt:product-20261026",
            "swissgpt:swissgpt:security-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": "swissgpt",
          "claimId": "swissgpt:KNOW-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: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": "swissgpt",
          "claimId": "swissgpt:KNOW-05",
          "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: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": "swissgpt",
          "claimId": "swissgpt:KNOW-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The vendor describes source citations in Listener transcript search; retrieval accuracy was not tested.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "citations",
              "question": "Are answers linked to specific sources?",
              "support": "partial",
              "answer": "The Listener FAQ advertises full-text search with source references over transcribed recordings. General document-RAG citation coverage is unspecified.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "citation_accuracy",
              "question": "Do the cited passages support the answer?",
              "support": "unknown",
              "answer": "Do the cited passages support the answer? Unknown. No shared corpus was loaded. Citation correctness, cross-language retrieval, refusal behaviour and observed question-set accuracy remain unmeasured.",
              "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 corpus was loaded. Citation correctness, cross-language retrieval, refusal behaviour and observed question-set accuracy remain unmeasured.",
              "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 corpus was loaded. Citation correctness, cross-language retrieval, refusal behaviour and observed question-set accuracy remain unmeasured.",
              "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 corpus was loaded. Citation correctness, cross-language retrieval, refusal behaviour and observed question-set accuracy remain unmeasured.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "No shared corpus was loaded. Citation correctness, cross-language retrieval, refusal behaviour and observed question-set accuracy remain unmeasured."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:KNOW-07",
          "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: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": "swissgpt",
          "claimId": "swissgpt:AGT-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Users can create document-backed assistants and use prompt templates.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "create_assistants",
              "question": "Can users create assistants with instructions, knowledge and tools?",
              "support": "partial",
              "answer": "Users create workspaces with their own reference documents; configurable instructions and external tools are not described.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "creator_permissions",
              "question": "Can admins limit who creates them?",
              "support": "unknown",
              "answer": "Can admins limit who creates them? Unknown. Creator restrictions, sharing boundaries, versioning, tool configuration and an organisation-managed directory are not established in the public pages.",
              "evidenceIds": []
            },
            {
              "id": "sharing_scope",
              "question": "Can assistants be shared with users, groups or everyone?",
              "support": "unknown",
              "answer": "Can assistants be shared with users, groups or everyone? Unknown. Creator restrictions, sharing boundaries, versioning, tool configuration and an organisation-managed directory are not established in the public pages.",
              "evidenceIds": []
            },
            {
              "id": "catalogue",
              "question": "Is there an internal assistant directory?",
              "support": "partial",
              "answer": "Premium adds preconfigured assistants; an organisation directory is not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "prompt_library",
              "question": "Are shared prompt templates available?",
              "support": "partial",
              "answer": "Chat includes prompt templates for recurring tasks; shared-team template administration is not specified.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            }
          ],
          "limitations": [
            "Creator restrictions, sharing boundaries, versioning, tool configuration and an organisation-managed directory are not established in the public pages."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:AGT-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: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": "swissgpt",
          "claimId": "swissgpt:AGT-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web search is included but requires organisation activation and user consent; queries can leave AlpineAI infrastructure.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "web_search",
              "question": "Is web search available?",
              "support": "supported",
              "answer": "Included across licence models and optional at use time.",
              "evidenceIds": [
                "swissgpt:swissgpt:product",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "admin_toggle",
              "question": "Can admins disable it per organisation or group?",
              "support": "supported",
              "answer": "Administrator must enable the instance; can disable it instance-wide. Users consent per search and again for detected sensitive content.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "search_provider",
              "question": "Which search provider handles queries, and where?",
              "support": "supported",
              "answer": "DPA Annex 3 names Brave Software, Inc., US, for Brave Search API; activated search sends query/chat content outside AlpineAI infrastructure.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "deep_research",
              "question": "Is multi-step research with a report available?",
              "support": "unknown",
              "answer": "Is multi-step research with a report available? Unknown. Group-specific controls, a multi-step research/report mode and general web citation behaviour are not documented.",
              "evidenceIds": []
            },
            {
              "id": "web_citations",
              "question": "Are web sources cited?",
              "support": "unknown",
              "answer": "Are web sources cited? Unknown. Group-specific controls, a multi-step research/report mode and general web citation behaviour are not documented.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Group-specific controls, a multi-step research/report mode and general web citation behaviour are not documented."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product",
            "swissgpt:swissgpt:terms",
            "swissgpt:swissgpt:dpa"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:AGT-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: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": "swissgpt",
          "claimId": "swissgpt:AGT-05",
          "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: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": "swissgpt",
          "claimId": "swissgpt:AGT-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A separate AlpineAI API platform is advertised. Custom application integrations are explicitly offered under Enterprise from 10 licences; standalone API entitlement remains unknown and new accounts are activated gradually.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "api"
            ],
            "version": null,
            "plan": "Enterprise custom application integrations from 10 licences; standalone API tariff/entitlement not established",
            "addOns": [
              "Individually contracted integration; API account activation required"
            ],
            "deploymentMode": null,
            "region": "API portal advertises Swiss processing; endpoint-specific processing and contractual entitlement unverified",
            "os": [],
            "surfaces": [
              {
                "id": "api",
                "name": "AlpineAI API platform",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_api",
              "question": "Is there an API for chat and assistants?",
              "support": "partial",
              "answer": "The product page describes requests/results through its separate API platform and explicitly places custom integrations in Enterprise. The public API landing page supports REST/SDK positioning but requires sign-in and gradual account activation. Specific chat/assistant endpoints, auth methods, standalone licensing and inclusion in Standard/Premium were not verified.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-product",
                "swissgpt:swissgpt:review2-api-access",
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "knowledge_api",
              "question": "Can documents be loaded through an API?",
              "support": "unknown",
              "answer": "No unauthenticated document-ingestion endpoint reference was retrieved from the API portal; naming general integrations is not proof of an ingestion API.",
              "evidenceIds": []
            },
            {
              "id": "api_governance",
              "question": "Do audit, budgets and model rules apply to API use?",
              "support": "unknown",
              "answer": "The API landing page advertises monitoring of usage and costs, but scope of chat audit, budgets and model rules for API calls was not established without authenticated documentation.",
              "evidenceIds": []
            },
            {
              "id": "mcp_server",
              "question": "Does the product expose itself to other agents over MCP?",
              "support": "unknown",
              "answer": "No AlpineAI-provided MCP server exposing the product to external agents was documented in the retrieved product or API landing pages.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Enterprise custom integration is documented; a universal API entitlement across chat licence tiers is not.",
            "No authenticated endpoint documentation, API account, rate-limit data or governance fixture was accessed."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:review2-product",
            "swissgpt:swissgpt:review2-api-access",
            "swissgpt:swissgpt:university"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:WORK-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The FAQ lists web and iOS/Android access.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "mobile"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland; mobile clients on user devices",
            "os": [
              "iOS",
              "Android"
            ],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              },
              {
                "id": "mobile",
                "name": "AlpineAI iOS and Android apps",
                "type": "mobile"
              }
            ]
          },
          "questions": [
            {
              "id": "web",
              "question": "Is a full web client available?",
              "support": "supported",
              "answer": "Works in Chrome, Firefox, Safari or Edge on internet-connected computers and mobile devices.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "desktop_apps",
              "question": "Windows and macOS apps?",
              "support": "unknown",
              "answer": "Windows and macOS apps? Unknown. Desktop OS support is only package-dependent in AGB 2.1. Browser extension, MDM/Intune deployment and mobile parity are not documented.",
              "evidenceIds": []
            },
            {
              "id": "mobile_apps",
              "question": "iOS and Android apps with SSO?",
              "support": "partial",
              "answer": "iOS and Android apps are advertised; company SSO in those apps was not verified.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "browser_extension",
              "question": "Is there a browser extension or sidebar?",
              "support": "unknown",
              "answer": "Is there a browser extension or sidebar? Unknown. Desktop OS support is only package-dependent in AGB 2.1. Browser extension, MDM/Intune deployment and mobile parity are not documented.",
              "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. Desktop OS support is only package-dependent in AGB 2.1. Browser extension, MDM/Intune deployment and mobile parity are not documented.",
              "evidenceIds": []
            },
            {
              "id": "client_feature_gaps",
              "question": "Which features are missing on mobile?",
              "support": "unknown",
              "answer": "Which features are missing on mobile? Unknown. Desktop OS support is only package-dependent in AGB 2.1. Browser extension, MDM/Intune deployment and mobile parity are not documented.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Desktop OS support is only package-dependent in AGB 2.1. Browser extension, MDM/Intune deployment and mobile parity are not documented."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:WORK-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Standard and Premium include an Outlook add-in for reading, drafting and translating email.",
          "availability": "generally-available",
          "delivery": "official-integration",
          "scope": {
            "surfaceIds": [
              "outlook"
            ],
            "version": null,
            "plan": "Standard and Premium; Enterprise packaging unspecified",
            "addOns": [],
            "deploymentMode": null,
            "region": "Content processed on AlpineAI hardware in Switzerland",
            "os": [],
            "surfaces": [
              {
                "id": "outlook",
                "name": "AlpineAI Outlook add-in",
                "type": "office-add-in"
              }
            ]
          },
          "questions": [
            {
              "id": "word_excel_powerpoint",
              "question": "Does it work inside Word, Excel and PowerPoint?",
              "support": "unknown",
              "answer": "Does it work inside Word, Excel and PowerPoint? Unknown. Word, Excel, PowerPoint, Teams and Google application integrations are not specified. Outlook add-in consent and compatibility requirements remain unverified.",
              "evidenceIds": []
            },
            {
              "id": "outlook",
              "question": "Does it work inside Outlook?",
              "support": "supported",
              "answer": "Add-in summarises messages/threads, drafts replies and translates within Outlook. The FAQ describes Get Add-Ins installation.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "teams",
              "question": "Is there a Teams app or bot?",
              "support": "unknown",
              "answer": "Is there a Teams app or bot? Unknown. Word, Excel, PowerPoint, Teams and Google application integrations are not specified. Outlook add-in consent and compatibility requirements remain unverified.",
              "evidenceIds": []
            },
            {
              "id": "google_workspace_apps",
              "question": "Does it work inside Docs, Sheets or Gmail?",
              "support": "unknown",
              "answer": "Does it work inside Docs, Sheets or Gmail? Unknown. Word, Excel, PowerPoint, Teams and Google application integrations are not specified. Outlook add-in consent and compatibility requirements remain unverified.",
              "evidenceIds": []
            },
            {
              "id": "licence_prerequisites",
              "question": "Which licences or consents are needed?",
              "support": "partial",
              "answer": "Included with Standard and Premium. Microsoft licence/version prerequisites and tenant consent requirements are not stated.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            }
          ],
          "limitations": [
            "Word, Excel, PowerPoint, Teams and Google application integrations are not specified. Outlook add-in consent and compatibility requirements remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:WORK-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The platform and Outlook add-in offer drafting, summaries and translations.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "document_translation",
              "question": "Can whole documents be translated with formatting kept?",
              "support": "unknown",
              "answer": "Can whole documents be translated with formatting kept? Unknown. Whole-document layout preservation, a dedicated translation engine, company glossaries, formality and de-CH controls were not specified or tested.",
              "evidenceIds": []
            },
            {
              "id": "translation_engine",
              "question": "Which engine translates?",
              "support": "unknown",
              "answer": "Which engine translates? Unknown. Whole-document layout preservation, a dedicated translation engine, company glossaries, formality and de-CH controls were not specified or tested.",
              "evidenceIds": []
            },
            {
              "id": "glossaries",
              "question": "Are company glossaries supported?",
              "support": "unknown",
              "answer": "Are company glossaries supported? Unknown. Whole-document layout preservation, a dedicated translation engine, company glossaries, formality and de-CH controls were not specified or tested.",
              "evidenceIds": []
            },
            {
              "id": "formality_and_variants",
              "question": "Can formality and regional variants (de-CH) be set?",
              "support": "unknown",
              "answer": "Can formality and regional variants (de-CH) be set? Unknown. Whole-document layout preservation, a dedicated translation engine, company glossaries, formality and de-CH controls were not specified or tested.",
              "evidenceIds": []
            },
            {
              "id": "writing_tools",
              "question": "Are dedicated rewrite and proofreading tools available?",
              "support": "partial",
              "answer": "The FAQ advertises drafting and replying to email, summaries and translations into Swiss national languages and English. Proofreading controls are not detailed.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            }
          ],
          "limitations": [
            "Whole-document layout preservation, a dedicated translation engine, company glossaries, formality and de-CH controls were not specified or tested."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt: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": "swissgpt",
          "claimId": "swissgpt:WORK-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Premium Listener records audio, transcribes Swiss German and creates minutes or summaries.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "mobile"
            ],
            "version": null,
            "plan": "Premium Listener; Enterprise inclusion per order",
            "addOns": [],
            "deploymentMode": null,
            "region": "Audio processing on AlpineAI-owned hardware in Switzerland",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              },
              {
                "id": "mobile",
                "name": "AlpineAI iOS and Android apps",
                "type": "mobile"
              }
            ]
          },
          "questions": [
            {
              "id": "dictation",
              "question": "Can users dictate prompts?",
              "support": "partial",
              "answer": "Listener records dictation through the microphone and accepts existing audio files. Direct dictation into a chat prompt was not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "read_aloud",
              "question": "Can answers be read aloud?",
              "support": "unknown",
              "answer": "Can answers be read aloud? Unknown. Read-aloud and live bidirectional voice conversation are undocumented; recognition quality was not independently tested.",
              "evidenceIds": []
            },
            {
              "id": "voice_conversation",
              "question": "Is a live voice mode available?",
              "support": "unknown",
              "answer": "Is a live voice mode available? Unknown. Read-aloud and live bidirectional voice conversation are undocumented; recognition quality was not independently tested.",
              "evidenceIds": []
            },
            {
              "id": "meeting_summaries",
              "question": "Are meetings transcribed and summarised?",
              "support": "supported",
              "answer": "Advertises complete transcripts and structured minutes, summaries, key facts and to-dos; recordings process on AlpineAI hardware in Switzerland.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "swiss_german_speech",
              "question": "Is Swiss German speech recognised?",
              "support": "supported",
              "answer": "Vendor claims Swiss German and other dialect recognition, with transcript output in German, English, French or Italian.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            }
          ],
          "limitations": [
            "Read-aloud and live bidirectional voice conversation are undocumented; recognition quality was not independently tested."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:WORK-06",
          "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-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": "swissgpt",
          "claimId": "swissgpt:WORK-07",
          "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-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": "swissgpt",
          "claimId": "swissgpt:WORK-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Terms specify a German and English interface; language quality was not observed.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "ui_languages",
              "question": "Which UI languages are offered?",
              "support": "partial",
              "answer": "AGB 2.1 explicitly names German and English UI. Sector pages advertise processing of Swiss national languages and English; that does not establish French/Italian UI coverage.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "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. No authenticated German/French/Italian UI review, WCAG conformance statement or German admin-interface specification was located.",
              "evidenceIds": []
            },
            {
              "id": "accessibility_statement",
              "question": "Is there a WCAG conformance statement?",
              "support": "unknown",
              "answer": "Is there a WCAG conformance statement? Unknown. No authenticated German/French/Italian UI review, WCAG conformance statement or German admin-interface specification was located.",
              "evidenceIds": []
            },
            {
              "id": "admin_ui_languages",
              "question": "Is the admin interface available in German?",
              "support": "unknown",
              "answer": "Is the admin interface available in German? Unknown. No authenticated German/French/Italian UI review, WCAG conformance statement or German admin-interface specification was located.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "No authenticated German/French/Italian UI review, WCAG conformance statement or German admin-interface specification was located."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:terms"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:ADM-01",
          "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: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": "swissgpt",
          "claimId": "swissgpt:ADM-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: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": "swissgpt",
          "claimId": "swissgpt:ADM-03",
          "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: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": "swissgpt",
          "claimId": "swissgpt:ADM-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: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": "swissgpt",
          "claimId": "swissgpt:ADM-05",
          "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: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": "swissgpt",
          "claimId": "swissgpt:ADM-06",
          "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: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": "swissgpt",
          "claimId": "swissgpt:ADM-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web search has a sensitive-content consent step; general PII/DLP handling is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "pii_detection",
              "question": "Is personal data detected in prompts and files?",
              "support": "partial",
              "answer": "AGB 2.5 says the system can detect potentially sensitive search-query content; it does not specify personal-data types or uploaded-file detection.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "pii_action",
              "question": "Is it redacted, masked, blocked or only warned?",
              "support": "partial",
              "answer": "Detected potentially sensitive web-search content requires renewed user consent before transmission. Redaction or blocking is not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "custom_patterns",
              "question": "Can admins add custom patterns or terms?",
              "support": "unknown",
              "answer": "Can admins add custom patterns or terms? Unknown. Custom patterns, external DLP integration, detection coverage and filter location are not documented; no AHV/IBAN fixture was used.",
              "evidenceIds": []
            },
            {
              "id": "dlp_integration",
              "question": "Does it integrate with an existing DLP product?",
              "support": "unknown",
              "answer": "Does it integrate with an existing DLP product? Unknown. Custom patterns, external DLP integration, detection coverage and filter location are not documented; no AHV/IBAN fixture was used.",
              "evidenceIds": []
            },
            {
              "id": "filter_location",
              "question": "Where does filtering run?",
              "support": "unknown",
              "answer": "Where does filtering run? Unknown. Custom patterns, external DLP integration, detection coverage and filter location are not documented; no AHV/IBAN fixture was used.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Custom patterns, external DLP integration, detection coverage and filter location are not documented; no AHV/IBAN fixture was used."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:terms"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:ADM-08",
          "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: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": "swissgpt",
          "claimId": "swissgpt:DATA-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Swiss RIZ application hosting is consistently described. Green/RZO Swiss inference is a vendor security-page statement; a current contracted inference-site schedule is unverified because the July DPA does not list RZO. Storage, inference, support and optional search are scoped separately.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": "Public infrastructure page and DPA Annex 3 dated 10 July 2026; no tenant contract inspected",
            "plan": "Current AlpineAI sector offer; contract-specific residency and secret-data supplement conditional on signature",
            "addOns": [],
            "deploymentMode": null,
            "region": "Advertised Swiss application hosting; current contracted inference map unverified; DPA CH/EEA with conditional third-country processing and optional external search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              },
              {
                "id": "api",
                "name": "AlpineAI API platform",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "storage_region",
              "question": "Where are chats, files and indexes stored?",
              "support": "partial",
              "answer": "The security page describes application/data storage on AlpineAI hardware at two Swiss RIZ sites. July DPA Annex 3 independently lists RIZ CH for platform hosting and support. Separate per-index/log topology and a tenant-specific deployment schedule were not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-security",
                "swissgpt:swissgpt:review2-dpa"
              ]
            },
            {
              "id": "inference_region",
              "question": "Where do model calls run, per provider?",
              "support": "unknown",
              "answer": "The security page names Swiss Green and RZO GPU colocation on AlpineAI-owned/operated hardware without logical access by site operators. July DPA Annex 3 names Green and expressly describes pure colocation, but omits RZO. No newer public annex or contract-specific RZO authorisation was retrieved. The currently contracted complete inference-site map is therefore unknown; the marketing statement is not a verified current contract commitment.",
              "evidenceIds": []
            },
            {
              "id": "backups_logs_region",
              "question": "Where are backups, logs and telemetry?",
              "support": "partial",
              "answer": "July DPA Annex 3 lists cloudscale.ch CH for backup; Annex 2 describes daily offsite backups. This dated schedule does not establish every current log/telemetry or backup location.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa"
              ]
            },
            {
              "id": "support_access_region",
              "question": "From where can vendor staff access data?",
              "support": "partial",
              "answer": "The dated annex assigns RIZ CH to customer support and EU Atlassian/Custify to helpdesk/account functions. Physical staff access countries are not fully mapped. A separately signed secret-data supplement requires Swiss services where secret data is in plaintext.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa",
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "swiss_hosting",
              "question": "Is Swiss hosting available?",
              "support": "partial",
              "answer": "Swiss application hosting at RIZ is supported by both public sources. The full current inference-site inventory is withheld pending a current applicable schedule, so this is not an all-processing CH-residency assurance.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-security",
                "swissgpt:swissgpt:review2-dpa"
              ]
            },
            {
              "id": "residency_plan",
              "question": "Which plan or option provides residency?",
              "support": "partial",
              "answer": "DPA 1.5 permits CH/EEA processing with conditional third-country safeguards. Optional Brave search is separately listed with US processing. The secret-data supplement, only when signed and applicable, narrows plaintext services including APIs to Switzerland. A current tenant-specific inference schedule is still missing.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa",
                "swissgpt:swissgpt:secrecy"
              ]
            }
          ],
          "limitations": [
            "RZO is described as colocation, not as a foreign model API. Its absence from the July annex is not evidence of overseas inference or unauthorised processing.",
            "The currently contracted complete inference-site list, per-index/log/telemetry locations and exhaustive staff access countries remain unknown."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:review2-security",
            "swissgpt:swissgpt:review2-dpa",
            "swissgpt:swissgpt:secrecy"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-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: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": "swissgpt",
          "claimId": "swissgpt:DATA-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The terms prohibit model training on customer inputs. API zero retention has a narrow signed secrecy-agreement scope.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": null,
            "plan": "Current hosted plans; zero retention only AI API services under signed secret-data supplement",
            "addOns": [
              "Signed supplementary agreement for legally secret data, where applicable"
            ],
            "deploymentMode": null,
            "region": "CH for plaintext secret-data services; general DPA CH/EEA with conditional third countries",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              },
              {
                "id": "api",
                "name": "AlpineAI API platform",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "vendor_training",
              "question": "Does the vendor train on customer content?",
              "support": "supported",
              "answer": "AGB 4.4 says customer inputs do not feed back into language-model development. DPA 2.4 separately permits anonymisation and use for service/product development; this is not a blanket prohibition on every secondary use.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms",
                "swissgpt:swissgpt:dpa"
              ]
            },
            {
              "id": "provider_training",
              "question": "Do model providers train on it under this product's contracts?",
              "support": "partial",
              "answer": "Vendor says models run on AlpineAI hardware without foreign model APIs; a separate third-party model-provider training contract is not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "provider_retention",
              "question": "How long do model providers keep prompts, including for abuse monitoring?",
              "support": "partial",
              "answer": "Signed secrecy agreement forbids storing/logging AI API input and output for secret data. Ordinary web-chat and general API retention periods are unspecified.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "zero_retention",
              "question": "Is zero data retention available, and on which plan?",
              "support": "supported",
              "answer": "Available contractually for AI API services processing legally secret data when the supplementary agreement is signed. It is not a general chat-history promise.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "human_review",
              "question": "Can provider staff review content?",
              "support": "supported",
              "answer": "For secret data under the signed supplement, plaintext access needs individual approval, unavoidable BCM emergency or a binding Swiss order; staff abuse monitoring with plaintext access is forbidden.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy"
              ]
            }
          ],
          "limitations": [
            "Ordinary-chat/provider retention and general staff-review practice outside the signed secret-data scope are not documented. DPA anonymised-data use must be read alongside the narrower no-training clause."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:terms",
            "swissgpt:swissgpt:dpa",
            "swissgpt:swissgpt:product",
            "swissgpt:swissgpt:secrecy"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The DPA requires deletion after contract end with a backup-cycle exception.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "default_retention",
              "question": "What is retained and for how long by default?",
              "support": "unknown",
              "answer": "What is retained and for how long by default? Unknown. Default chat/file/index/log periods, customer retention settings, permanent user deletion and the backup-cycle deadline are not specified.",
              "evidenceIds": []
            },
            {
              "id": "admin_retention",
              "question": "Can admins set retention periods?",
              "support": "unknown",
              "answer": "Can admins set retention periods? Unknown. Default chat/file/index/log periods, customer retention settings, permanent user deletion and the backup-cycle deadline are not specified.",
              "evidenceIds": []
            },
            {
              "id": "user_deletion",
              "question": "Can users delete their chats and files permanently?",
              "support": "unknown",
              "answer": "Can users delete their chats and files permanently? Unknown. Default chat/file/index/log periods, customer retention settings, permanent user deletion and the backup-cycle deadline are not specified.",
              "evidenceIds": []
            },
            {
              "id": "contract_end_deletion",
              "question": "What is deleted at contract end, and when?",
              "support": "partial",
              "answer": "DPA 9.1 requires deletion of provided customer data on termination. Backup copies delete on restoration and ultimately as backup cycles expire; no cycle duration is given. AGB 7.5 offers written confirmation on request with legal-retention exceptions.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa",
                "swissgpt:swissgpt:terms"
              ]
            }
          ],
          "limitations": [
            "Default chat/file/index/log periods, customer retention settings, permanent user deletion and the backup-cycle deadline are not specified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:dpa",
            "swissgpt:swissgpt:terms"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A public July 2026 DPA annex lists operational suppliers and contract notification/transfer terms. It is a dated source, not proof of the complete current provider list: RZO appears only on the security page and its current contractual status remains unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": "DPA Annex 3 dated 10 July 2026; re-retrieved 21 October 2026",
            "plan": "AlpineAI platform contracts; current tenant-specific supplier schedule not inspected",
            "addOns": [],
            "deploymentMode": null,
            "region": "Dated annex CH/EU/US supplier locations; current complete country/supplier schedule unverified",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              },
              {
                "id": "api",
                "name": "AlpineAI API platform",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "subprocessor_list",
              "question": "Is a dated sub-processor list published?",
              "support": "partial",
              "answer": "A public Annex 3 dated 10 July 2026 is downloadable through /avv/. It includes RIZ hosting/support and Green colocation. The security page additionally names RZO. No updated public annex, RZO approval notice or tenant-specific schedule was obtained, so completeness/current applicability is unknown.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa",
                "swissgpt:swissgpt:review2-security"
              ]
            },
            {
              "id": "subprocessor_countries",
              "question": "Which countries do sub-processors operate in?",
              "support": "partial",
              "answer": "The dated annex lists CH data locations for RIZ, Green, cloudscale, accounting and IT operations; EU for helpdesk/payments/customer success; US for CRM and opt-in Brave search. Green is described as rack/power/network colocation without logical access, not model-provider API processing. These are the annex entries, not an exhaustive current content-processing country map.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa"
              ]
            },
            {
              "id": "change_notification",
              "question": "Are customers notified of sub-processor changes?",
              "support": "supported",
              "answer": "DPA 7.3 requires text notice of intended additions/replacements and gives 14 days for an objection supported by an important reason. No customer-specific change notice was inspected.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa"
              ]
            },
            {
              "id": "parent_jurisdiction",
              "question": "Which jurisdiction governs the vendor and its parent?",
              "support": "partial",
              "answer": "The contracting entity is AlpineAI AG in Davos, Switzerland; ultimate parent/beneficial-owner jurisdiction was not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:imprint",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "transfer_mechanism",
              "question": "Which transfer mechanism applies to non-EU/CH processing?",
              "support": "partial",
              "answer": "DPA 1.5 conditions third-country processing on prior written notice and adequate safeguards such as SCCs or adequacy. It does not map a particular transfer instrument to each US supplier.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa"
              ]
            },
            {
              "id": "government_access_policy",
              "question": "Is there a published government-access or transparency policy?",
              "support": "supported",
              "answer": "DPA 2.1 requires notice of legally mandated processing unless prohibited. The separately signed secret-data supplement adds Swiss-order notice, challenge assistance and minimal disclosure, within its Swiss secret-data scope.",
              "evidenceIds": [
                "swissgpt:swissgpt:review2-dpa",
                "swissgpt:swissgpt:secrecy"
              ]
            }
          ],
          "limitations": [
            "No current complete provider/country schedule or RZO-specific authorisation was retrieved; no inference is made that RZO is approved, unauthorised or a separate model provider.",
            "Ultimate ownership and supplier-specific US transfer instruments remain unknown."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:review2-dpa",
            "swissgpt:swissgpt:review2-security",
            "swissgpt:swissgpt:imprint",
            "swissgpt:swissgpt:terms",
            "swissgpt:swissgpt:secrecy"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public DPA and secrecy supplement address Swiss data protection and professional/official secrecy.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "dpa",
              "question": "Is a DPA available, and is it negotiable?",
              "support": "partial",
              "answer": "A public DPA applies to individuals without AlpineAI signature; companies may obtain a countersigned copy. Negotiation rights are not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa"
              ]
            },
            {
              "id": "revdsg_gdpr",
              "question": "Does the DPA cover revDSG and GDPR?",
              "support": "supported",
              "answer": "DPA expressly cites Art. 9 Swiss DSG and Art. 28 GDPR and defines controller/processor roles.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa"
              ]
            },
            {
              "id": "governing_law",
              "question": "Which law and court govern the contract?",
              "support": "supported",
              "answer": "DPA 11.4 specifies Swiss law and exclusive Zürich jurisdiction; AGB 11.4 preserves AlpineAI rights to sue elsewhere.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "ai_act_materials",
              "question": "Is EU AI Act documentation provided?",
              "support": "unknown",
              "answer": "Is EU AI Act documentation provided? Unknown. DPA negotiability, EU AI Act provider/deployer documents and a FINMA-specific pack are not provided in the reviewed public materials.",
              "evidenceIds": []
            },
            {
              "id": "sector_materials",
              "question": "Are FINMA or other sector materials provided?",
              "support": "partial",
              "answer": "Public signed supplement covers legally secret data including official/professional secrecy, CH plaintext services and annual assurance evidence. No FINMA-specific outsourcing dossier was located.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy"
              ]
            }
          ],
          "limitations": [
            "DPA negotiability, EU AI Act provider/deployer documents and a FINMA-specific pack are not provided in the reviewed public materials."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:dpa",
            "swissgpt:swissgpt:terms",
            "swissgpt:swissgpt:secrecy"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "AlpineAI claims ISO 27001:2022 and VDSZ issued by SQS; certificates were not inspected.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "iso_27001",
              "question": "ISO 27001 with scope and validity?",
              "support": "partial",
              "answer": "Vendor identifies AlpineAI AG, SQS and ISO 27001:2022. Certificate scope and validity were not retrieved, so this remains vendor-claimed.",
              "evidenceIds": [
                "swissgpt:swissgpt:security"
              ]
            },
            {
              "id": "soc2",
              "question": "SOC 2 type, period and covered service?",
              "support": "unknown",
              "answer": "SOC 2 type, period and covered service? Unknown. No issuer certificate or full report was obtained. ISO/VDSZ validity and scope, SOC 2 type/period, C5 and independent penetration-test summary remain unverified.",
              "evidenceIds": []
            },
            {
              "id": "c5",
              "question": "BSI C5 attestation?",
              "support": "unknown",
              "answer": "BSI C5 attestation? Unknown. No issuer certificate or full report was obtained. ISO/VDSZ validity and scope, SOC 2 type/period, C5 and independent penetration-test summary remain unverified.",
              "evidenceIds": []
            },
            {
              "id": "other_certifications",
              "question": "Which other certificates (27701, 42001, TISAX)?",
              "support": "partial",
              "answer": "Vendor claims VDSZ, issued by SQS. No certificate number, scope or expiry was retrieved.",
              "evidenceIds": [
                "swissgpt:swissgpt:security"
              ]
            },
            {
              "id": "report_access",
              "question": "How can customers obtain reports?",
              "support": "supported",
              "answer": "DPA 6.1 permits documentary assurance such as ISO records/internal audits; signed secret-data supplement promises annual certification/report covering the processing without extra charge.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa",
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "pentest",
              "question": "Are independent penetration test summaries available?",
              "support": "partial",
              "answer": "DPA Annex 2 promises regular penetration testing; independence and a public summary are not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:dpa"
              ]
            }
          ],
          "limitations": [
            "No issuer certificate or full report was obtained. ISO/VDSZ validity and scope, SOC 2 type/period, C5 and independent penetration-test summary remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:security",
            "swissgpt:swissgpt:dpa",
            "swissgpt:swissgpt:secrecy"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The vendor describes AES-256 at rest, TLS in transit and isolation on its own hardware.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "encryption_at_rest",
              "question": "Is data encrypted at rest?",
              "support": "supported",
              "answer": "Security page names AES-256 at rest and TLS between clients and platform; DPA Annex 2 requires encryption.",
              "evidenceIds": [
                "swissgpt:swissgpt:security",
                "swissgpt:swissgpt:dpa"
              ]
            },
            {
              "id": "customer_managed_keys",
              "question": "Can the customer manage or hold the keys?",
              "support": "unknown",
              "answer": "Can the customer manage or hold the keys? Unknown. Customer-managed or customer-held keys, key location, customer private connectivity and technical tenant-isolation model remain unspecified.",
              "evidenceIds": []
            },
            {
              "id": "private_networking",
              "question": "Is private connectivity or IP restriction available?",
              "support": "partial",
              "answer": "GPU partners are described as VPN-only infrastructure. A customer Private Link, VPN or IP allow-list option is not established.",
              "evidenceIds": [
                "swissgpt:swissgpt:security"
              ]
            },
            {
              "id": "tenant_isolation",
              "question": "How are customers separated in shared SaaS?",
              "support": "partial",
              "answer": "Vendor claims isolated/private-cloud environments and least-privilege RBAC. Exact shared-SaaS tenant separation and single-tenancy guarantees are not documented.",
              "evidenceIds": [
                "swissgpt:swissgpt:security"
              ]
            }
          ],
          "limitations": [
            "Customer-managed or customer-held keys, key location, customer private connectivity and technical tenant-isolation model remain unspecified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:security",
            "swissgpt:swissgpt:dpa"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:DATA-09",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "AlpineAI publishes a separate bilateral undertaking for Swiss official, professional and other statutory secret data. It binds staff and subcontractors, restricts plaintext access and requires Swiss plaintext services when signed. Plan eligibility, any supplement fee and German § 203 coverage remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": "Supplement printed 30 March 2026",
            "plan": "AlpineAI platform under a signed main contract and supplementary secrecy agreement; eligible plan tiers unpublished",
            "addOns": [
              "Signed supplementary secrecy agreement; price unpublished"
            ],
            "deploymentMode": null,
            "region": "Swiss statutory secrecy; services exposing secret data in plaintext, including APIs, exclusively in Switzerland",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              },
              {
                "id": "api",
                "name": "AlpineAI API platform",
                "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": "supported",
              "answer": "The public two-party signature template supplements the platform main contract and DPA. It takes effect on the last signature and only while the customer processes data subject to Swiss official, professional or other statutory secrecy (example: Art. 320 ff. Swiss StGB). Section 3 requires equivalent contractual obligations for AlpineAI staff who may access plaintext. This establishes a published undertaking for signature, not an inspected executed customer agreement or an express German § 203 instrument.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "subprocessor_coverage",
              "question": "Does the undertaking extend to its sub-processors, and is that documented?",
              "support": "supported",
              "answer": "Section 3 requires AlpineAI to impose at least equivalent contractual obligations on its subcontractors and staff who may access secret data in plaintext. The DPA safeguards also apply to secret data, with the stronger secrecy supplement taking priority. Actual downstream signed agreements were not public and were not inspected.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "secrecy_offering",
              "question": "Is it a dedicated offering or add-on, and on which plan?",
              "support": "partial",
              "answer": "The security page offers corporate customers an additional secrecy agreement; the public template is separate from the main contract and DPA and requires both parties to sign. No named eligible package, paid add-on tariff or general supplement fee was established. The annual assurance evidence is promised without extra cost, which does not establish that the agreement itself is free.",
              "evidenceIds": [
                "swissgpt:swissgpt:security",
                "swissgpt:swissgpt:secrecy"
              ]
            },
            {
              "id": "content_access",
              "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?",
              "support": "supported",
              "answer": "Under the signed supplement, AlpineAI and subcontractor staff may access plaintext only on a need-to-know basis plus individual prior customer approval, an unavoidable urgent business-continuity emergency, or a binding Swiss authority order. AlpineAI must take reasonable measures to prevent third-party plaintext access. AI API inputs and outputs must not be stored or logged, human abuse monitoring with plaintext access is prohibited, and plaintext services including APIs must remain in Switzerland. The security page separately says AlpineAI operates the models and colocation providers have no logical access to systems or data. These are contract terms and vendor disclosures, not a hands-on verification of every data flow.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy",
                "swissgpt:swissgpt:security"
              ]
            },
            {
              "id": "secrecy_documentation",
              "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?",
              "support": "supported",
              "answer": "A public two-page contract template, printed 30 March 2026, sets scope, precedence, secrecy duties, staff/subcontractor flow-down, plaintext access, Swiss processing, API retention and signature blocks. Section 3 also promises annual assurance evidence covering secret-data processing at no extra cost and a customer audit right at customer expense. The security page explains the supplementary agreement. No executed customer contract was inspected.",
              "evidenceIds": [
                "swissgpt:swissgpt:secrecy",
                "swissgpt:swissgpt:security"
              ]
            }
          ],
          "limitations": [
            "The supplement is conditional on both signatures and processing Swiss legally secret data. Its Swiss Art. 320 ff. reference is not evidence of a German § 203 agreement or a legal suitability assessment for a particular profession.",
            "Plan eligibility, any supplement fee, executed customer agreements and the actual downstream staff/subcontractor agreements remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:secrecy",
            "swissgpt:swissgpt:security"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:VEN-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Prices differ by sector and billing period; Enterprise is quoted from 10 licences.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "pricing_unit",
              "question": "What is the pricing unit?",
              "support": "supported",
              "answer": "Standard/Premium price per individual user licence. Enterprise package starts at 10 licences.",
              "evidenceIds": [
                "swissgpt:swissgpt:public-pricing",
                "swissgpt:swissgpt:health-pricing",
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "list_prices",
              "question": "What are list prices per plan, with date and currency?",
              "support": "partial",
              "answer": "As retrieved 2026-10-21: administration Standard/Premium CHF 79/89 per user/month with monthly billing, CHF 74/80 per month with annual billing. Healthcare CHF 89/99 monthly or CHF 80/90 per month annual. University page displays annual CHF 74/80; monthly amounts were not independently toggled. Tax inclusion is not stated clearly, so no ex-VAT conversion is asserted.",
              "evidenceIds": [
                "swissgpt:swissgpt:public-pricing",
                "swissgpt:swissgpt:health-pricing",
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "included_usage",
              "question": "What usage is included?",
              "support": "partial",
              "answer": "Standard has chat/search, uploads, Outlook and 2 assistants; Premium adds Listener, prebuilt assistants and 5 assistants, each listed at 50 documents / max. 100 MB. General inference/search token allowances are not published.",
              "evidenceIds": [
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "add_ons",
              "question": "Which features cost extra?",
              "support": "partial",
              "answer": "Premium adds Listener and preconfigured assistants; Enterprise covers custom integrations. AGB 2.3 permits charges for new major functionality; numeric integration/service fees are unspecified.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "overage",
              "question": "What do usage beyond limits and premium models cost?",
              "support": "unknown",
              "answer": "What do usage beyond limits and premium models cost? Unknown. Enterprise rates, VAT treatment, university monthly-toggle verification, model/search quotas, overage prices and integration charges are not established. Do not treat the annual default shown by text extraction as monthly billing.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Enterprise rates, VAT treatment, university monthly-toggle verification, model/search quotas, overage prices and integration charges are not established. Do not treat the annual default shown by text extraction as monthly billing."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:public-pricing",
            "swissgpt:swissgpt:health-pricing",
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:terms"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:VEN-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. The required 200, 1,000 and 5,000-seat annual scenarios cannot be priced from the public individual plans.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "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": "Enterprise applies from 10 licences and is quote-only; fixed package, usage, integrations, service charges and tax treatment remain unknown. No sales quote was requested.",
              "evidenceIds": [
                "swissgpt:swissgpt:university"
              ]
            }
          ],
          "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": [
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:ecb-fx"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:VEN-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Sector pages offer online free tests; Enterprise evaluation scope is not published.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "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. A permanent business free tier, trial duration/card requirements, Enterprise SSO/admin/connector coverage and fixture access are not established.",
              "evidenceIds": []
            },
            {
              "id": "self_serve_trial",
              "question": "Is a self-serve business trial available?",
              "support": "partial",
              "answer": "Standard/Premium pages link free testing through Stripe and AGB 3.1 allows self-registration. Trial duration, card requirement and quotas were not verified.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "trial_scope",
              "question": "Do trials include SSO, connectors and admin features?",
              "support": "unknown",
              "answer": "Do trials include SSO, connectors and admin features? Unknown. A permanent business free tier, trial duration/card requirements, Enterprise SSO/admin/connector coverage and fixture access are not established.",
              "evidenceIds": []
            },
            {
              "id": "sales_gate",
              "question": "Does meaningful evaluation require sales contact?",
              "support": "partial",
              "answer": "Individual plans can be purchased by self-registration; the Enterprise integration offer routes to consultation. No account or sales contact was used.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:terms"
              ]
            }
          ],
          "limitations": [
            "A permanent business free tier, trial duration/card requirements, Enterprise SSO/admin/connector coverage and fixture access are not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:terms"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:VEN-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Small plans renew monthly or yearly; Enterprise starts at 10 licences with quoted terms.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "minimum_commitment",
              "question": "What seat or spend minimum applies?",
              "support": "supported",
              "answer": "Standard/Premium cover up to 9 individual licences; Enterprise starts at 10.",
              "evidenceIds": [
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "contract_length",
              "question": "What contract lengths are offered?",
              "support": "supported",
              "answer": "AGB 3.1 defaults to one calendar month or twelve months with renewal for the same term; an order may set other terms.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "cancellation",
              "question": "How can the contract be cancelled or reduced?",
              "support": "partial",
              "answer": "Either party may cancel for term end through the platform where available or support; prepaid fees are not refunded. Downgrade rules are not specified.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "local_invoicing",
              "question": "Can it be invoiced in CHF or EUR from a European entity?",
              "support": "partial",
              "answer": "Prices are displayed in CHF and AlpineAI AG is Swiss. Standard offers use credit card; invoices can be offered case by case with 14-day payment. EUR invoicing is unverified.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms",
                "swissgpt:swissgpt:public-pricing"
              ]
            },
            {
              "id": "transparency_class",
              "question": "Is pricing transparent, partial, quote-only or unknown?",
              "support": "supported",
              "answer": "Partially specified individual-sector prices; quote-only Enterprise from 10 licences. Public prices do not establish tax or all usage/service charges.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:public-pricing",
                "swissgpt:swissgpt:health-pricing"
              ]
            }
          ],
          "limitations": [
            "Seat-reduction/downgrade timing, future price-change rules, EUR invoicing and complete Enterprise commitments are not specified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:terms",
            "swissgpt:swissgpt:public-pricing",
            "swissgpt:swissgpt:health-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": "swissgpt",
          "claimId": "swissgpt:VEN-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Terms grant a contractual right to use a proprietary platform.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "licence_type",
              "question": "Which licence applies to each component?",
              "support": "supported",
              "answer": "AGB 4.1-4.3 grants non-exclusive, non-transferable access during the contract and reserves platform software, algorithms, documentation and branding rights to AlpineAI. Open-model use is separate.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "branding_restrictions",
              "question": "Do licence terms restrict branding or user counts?",
              "support": "unknown",
              "answer": "Do licence terms restrict branding or user counts? Unknown. Component licences, branding or user-count restrictions beyond purchased licences, and a separate enterprise source edition are not published. No public implementation repository was identified.",
              "evidenceIds": []
            },
            {
              "id": "enterprise_features_closed",
              "question": "Are enterprise features in a separate closed edition?",
              "support": "unknown",
              "answer": "Are enterprise features in a separate closed edition? Unknown. Component licences, branding or user-count restrictions beyond purchased licences, and a separate enterprise source edition are not published. No public implementation repository was identified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Component licences, branding or user-count restrictions beyond purchased licences, and a separate enterprise source edition are not published. No public implementation repository was identified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:terms"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:VEN-06",
          "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: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": "swissgpt",
          "claimId": "swissgpt:VEN-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Support uses a service portal and email fallback; terms promise 99% availability.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "support_channels",
              "question": "Which support channels are available on each plan?",
              "support": "supported",
              "answer": "Service Desk/email is listed in sector plans. AGB 9.2 requires support-portal tickets, with email when the portal is technically unreachable.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "support_languages",
              "question": "Is support available in German, French or Italian?",
              "support": "unknown",
              "answer": "Is support available in German, French or Italian? Unknown. DE/FR/IT support guarantees, support hours, response times, SLA credits and an official public status/incident history were not located.",
              "evidenceIds": []
            },
            {
              "id": "regional_presence",
              "question": "Is there a DACH or Swiss entity, team or partner?",
              "support": "supported",
              "answer": "AlpineAI AG lists a Davos, Switzerland address.",
              "evidenceIds": [
                "swissgpt:swissgpt:imprint"
              ]
            },
            {
              "id": "uptime_sla",
              "question": "Is there an uptime SLA with credits?",
              "support": "partial",
              "answer": "AGB 9.1 promises 99% availability during the licence term with planned/urgent maintenance exceptions. No credit schedule or response-time commitment was located.",
              "evidenceIds": [
                "swissgpt:swissgpt:terms"
              ]
            },
            {
              "id": "status_page",
              "question": "Is there a public status page with history?",
              "support": "unknown",
              "answer": "Is there a public status page with history? Unknown. DE/FR/IT support guarantees, support hours, response times, SLA credits and an official public status/incident history were not located.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "DE/FR/IT support guarantees, support hours, response times, SLA credits and an official public status/incident history were not located."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:terms",
            "swissgpt:swissgpt:imprint"
          ]
        },
        {
          "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": "swissgpt",
          "claimId": "swissgpt:VEN-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Sector offers describe guided rollout, workshops and a six-lesson e-learning course.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": null,
            "plan": "Standard and Premium, up to 9 licences; Enterprise from 10 licences. Current healthcare, public-administration and university offer.",
            "addOns": [],
            "deploymentMode": null,
            "region": "Switzerland infrastructure; contract permits CH/EEA and conditional third-country processing; optional external web search",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "AlpineAI platform browser client",
                "type": "web"
              }
            ]
          },
          "questions": [
            {
              "id": "onboarding_service",
              "question": "Is guided onboarding included?",
              "support": "partial",
              "answer": "University and healthcare pages offer implementation help and onsite team training; inclusion in licence price is not stated.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:health-pricing"
              ]
            },
            {
              "id": "user_training",
              "question": "Is end-user training offered, in which languages?",
              "support": "partial",
              "answer": "Six e-learning lessons and prompting/use-case workshops are offered; delivery languages are not specified.",
              "evidenceIds": [
                "swissgpt:swissgpt:product",
                "swissgpt:swissgpt:university"
              ]
            },
            {
              "id": "use_case_library",
              "question": "Are role-based use cases and templates provided?",
              "support": "supported",
              "answer": "Sector pages describe university, authority and healthcare use cases; Premium adds preconfigured assistants.",
              "evidenceIds": [
                "swissgpt:swissgpt:university",
                "swissgpt:swissgpt:product"
              ]
            },
            {
              "id": "adoption_programme",
              "question": "Is there a champion or adoption programme?",
              "support": "unknown",
              "answer": "Is there a champion or adoption programme? Unknown. Champion programmes, training languages, mandatory onboarding scope and separate professional-service charges are not published.",
              "evidenceIds": []
            },
            {
              "id": "service_cost",
              "question": "Which services cost extra?",
              "support": "unknown",
              "answer": "Which services cost extra? Unknown. Champion programmes, training languages, mandatory onboarding scope and separate professional-service charges are not published.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Champion programmes, training languages, mandatory onboarding scope and separate professional-service charges are not published."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "swissgpt:swissgpt:university",
            "swissgpt:swissgpt:health-pricing",
            "swissgpt:swissgpt:product"
          ]
        },
        {
          "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": [
            "unique-ai:unique-ai:platform",
            "unique-ai:unique-ai:homepage",
            "unique-ai:unique-ai:agent",
            "unique-ai:unique-ai:conduct"
          ]
        }
      ]
    }
  ],
  "sources": [
    {
      "id": "swissgpt:swissgpt:product",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/produkt/",
      "title": "AlpineAI product and FAQ",
      "locator": "Chat; Assistants; Listener; FAQs on models, Outlook, licences",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Describes browser and mobile access, Mistral Large 3 on AlpineAI hardware, document assistants, Outlook, Listener and Enterprise integrations."
    },
    {
      "id": "unique-ai:unique-ai: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": "Per-client availability; Azure/LiteLLM/Phoeniqs matrices; Recent changes",
      "sourceDate": "2026-10-12",
      "retrievedAt": "2026-10-21",
      "finding": "Lists contract-dependent provider/model availability, region SKUs, dated additions and retirements; CH Phoeniqs remains QA-only."
    },
    {
      "id": "unique-ai:unique-ai:agent",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/administrators/space-management/create-spaces/unique-ai-space",
      "title": "Unique AI space configuration",
      "locator": "Models; sources/tools; sharing; publishing",
      "sourceDate": "2026-06-18",
      "retrievedAt": "2026-10-21",
      "finding": "Documents admin instructions, configured model/tools, knowledge binding, prompts and people/group Can chat/Can manage access."
    },
    {
      "id": "unique-ai:unique-ai:conduct",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/spaces/unique-ai-conduct",
      "title": "Unique AI Conduct",
      "locator": "GA release 2026.40; execution UI; limitations",
      "sourceDate": "2026-09-30",
      "retrievedAt": "2026-10-21",
      "finding": "Documents autonomous Python/Bash work, visible steps, approvals and stop, with per-chat files and restricted egress."
    },
    {
      "id": "unique-ai:unique-ai: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": "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "id": "unique-ai:unique-ai: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": "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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": "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",
      "sourceDate": "2026-07-21",
      "retrievedAt": "2026-10-21",
      "finding": "Documents off-by-default estimated usage dashboards and enforced daily company/group/user model-call limits."
    },
    {
      "id": "swissgpt:swissgpt:university",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/en/universities/",
      "title": "AlpineAI universities",
      "locator": "Prices; Integration & Licenses; Features & Languages",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Lists licence limits and Enterprise threshold, university integration process and onboarding."
    },
    {
      "id": "unique-ai:unique-ai:files",
      "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",
      "sourceDate": "2026-06-28",
      "retrievedAt": "2026-10-21",
      "finding": "Specifies 512 MB/file, 30 files/batch, default forced retrieval for selected uploads and configurable expiry."
    },
    {
      "id": "unique-ai:unique-ai:filetypes",
      "productId": "unique-ai",
      "kind": "documented",
      "url": "https://docs.unique.ai/users/supported-file-types",
      "title": "Supported file types",
      "locator": "Types; exceptions; ingestion quality",
      "sourceDate": "2026-05-09",
      "retrievedAt": "2026-10-21",
      "finding": "Lists common Office/PDF/text formats and general ingestion limitations that differ from the newer chat-specific limits."
    },
    {
      "id": "unique-ai:unique-ai:file-ingestion-20261026",
      "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."
    },
    {
      "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": "swissgpt:swissgpt:product-20261026",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/produkt/",
      "title": "AlpineAI product and FAQ",
      "locator": "Chat; Assistants; Listener; FAQs on models, Outlook, licences",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Describes browser and mobile access, Mistral Large 3 on AlpineAI hardware, document assistants, Outlook, Listener and Enterprise integrations."
    },
    {
      "id": "swissgpt:swissgpt:security-20261026",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/sicherheit/",
      "title": "AlpineAI security and compliance",
      "locator": "Infrastructure; isolation; encryption; security FAQ",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Separates RIZ application hosting from Green and RZO inference and describes encryption, access restrictions and external-search opt-in."
    },
    {
      "id": "swissgpt:swissgpt:public-pricing-20261026",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/behoerden/",
      "title": "AlpineAI authorities and institutions",
      "locator": "Prices; pricing-toggle applyMode(monthly/yearly) and billing labels in delivered HTML",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Monthly billing is CHF 79 Standard or CHF 89 Premium per user; annual billing displays CHF 74 or CHF 80 per month; Enterprise is quoted from 10 licences."
    },
    {
      "id": "swissgpt:swissgpt:health-pricing-20261026",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/gesundheitswesen/",
      "title": "AlpineAI healthcare",
      "locator": "Prices; pricing-toggle applyMode(monthly/yearly) and billing labels in delivered HTML",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Healthcare monthly billing is CHF 89 Standard or CHF 99 Premium per user; annual billing displays CHF 80 or CHF 90 per month."
    },
    {
      "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",
      "sourceDate": "2026-07-06",
      "retrievedAt": "2026-10-21",
      "finding": "Documents periodic indexed sync, optional content-and-permissions mode, site selection and absent label-level detection."
    },
    {
      "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."
    },
    {
      "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": "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."
    },
    {
      "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."
    },
    {
      "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": "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": "swissgpt:swissgpt:terms",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/agb/",
      "title": "AlpineAI general terms",
      "locator": "Sections 2.1-2.5, 3, 4, 7.5, 9 and 11",
      "sourceDate": "2026-05-25",
      "retrievedAt": "2026-10-21",
      "finding": "Defines cloud licensing, no-training promise, web-search consent and quotas, subscription cancellation, 99 percent availability and Swiss law."
    },
    {
      "id": "swissgpt:swissgpt:dpa",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/wp-content/uploads/2026/07/AlpineAI-AVV_zu_GTC_2026-07-10.pdf",
      "title": "AlpineAI data processing agreement",
      "locator": "Pages 1-4 sections 1.5, 2.4, 7, 9 and 11; pages 6-7 Annexes 2-3",
      "sourceDate": "2026-07-10",
      "retrievedAt": "2026-10-21",
      "finding": "Sets CH/EEA processing with a third-country exception, anonymised-data use, deletion and backup exception, safeguards and a dated subprocessor list."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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": "swissgpt:swissgpt:review2-product",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/produkt/",
      "title": "AlpineAI product and FAQ",
      "locator": "Integrations; Assistants & Agents; Operations & Licences",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The product page assigns Standard/Premium to assistants, not autonomous agents; it explicitly assigns custom integrations to Enterprise."
    },
    {
      "id": "swissgpt:swissgpt:review2-api-access",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://platform.prod.alpineai.ch/",
      "title": "AlpineAI API platform",
      "locator": "Authentication landing page; limited access notice",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public API portal redirects to authentication and states that access is limited with gradual account activation; no authenticated endpoint/entitlement documentation was accessed."
    },
    {
      "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": "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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."
    },
    {
      "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",
      "sourceDate": null,
      "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": "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": "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": "swissgpt:swissgpt:secrecy",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/wp-content/uploads/2026/03/AlpineAI_Zusatzvereinbarung_Geheimnisdaten.2025-03-30-1.pdf",
      "title": "AlpineAI supplementary agreement for secret data",
      "locator": "Printed version 30 March 2026; section 3 on both pages",
      "sourceDate": "2026-03-30",
      "retrievedAt": "2026-10-21",
      "finding": "When signed for legally secret data, requires Swiss plaintext services, restricted access and zero prompt/response retention for AI API services."
    },
    {
      "id": "swissgpt:swissgpt:review2-security",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/sicherheit/",
      "title": "AlpineAI security and compliance",
      "locator": "Certified infrastructure; FAQ on storage and processing",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Security page describes RIZ application hosting and Green/RZO inference as colocation on AlpineAI-owned/operated hardware, without logical access by site operators. This is a vendor infrastructure disclosure, not an updated DPA schedule."
    },
    {
      "id": "swissgpt:swissgpt:review2-dpa",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/wp-content/uploads/2026/07/AlpineAI-AVV_zu_GTC_2026-07-10.pdf",
      "title": "AlpineAI data processing agreement",
      "locator": "Annex 3 page 7, dated 10 July 2026; section 1.5 and 7.3",
      "sourceDate": "2026-07-10",
      "retrievedAt": "2026-10-21",
      "finding": "Re-retrieved July 10 Annex 3 lists RIZ hosting/support and Green pure colocation with no logical data access, plus CH/EU/US operational suppliers; RZO is not listed. No newer public schedule or RZO approval was retrieved."
    },
    {
      "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": "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": "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": "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": "swissgpt:swissgpt:imprint",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/impressum/",
      "title": "AlpineAI imprint",
      "locator": "Address",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Identifies AlpineAI AG at Obere Strasse 22b in Davos, Switzerland."
    },
    {
      "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": "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": "swissgpt:swissgpt:security",
      "productId": "swissgpt",
      "kind": "vendor-claimed",
      "url": "https://alpineai.swiss/sicherheit/",
      "title": "AlpineAI security and compliance",
      "locator": "Infrastructure; isolation; encryption; security FAQ",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Separates RIZ application hosting from Green and RZO inference and describes encryption, access restrictions and external-search opt-in."
    },
    {
      "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": "swissgpt:swissgpt:public-pricing",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/behoerden/",
      "title": "AlpineAI authorities and institutions",
      "locator": "Prices; pricing-toggle applyMode(monthly/yearly) and billing labels in delivered HTML",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Monthly billing is CHF 79 Standard or CHF 89 Premium per user; annual billing displays CHF 74 or CHF 80 per month; Enterprise is quoted from 10 licences."
    },
    {
      "id": "swissgpt:swissgpt:health-pricing",
      "productId": "swissgpt",
      "kind": "documented",
      "url": "https://alpineai.swiss/gesundheitswesen/",
      "title": "AlpineAI healthcare",
      "locator": "Prices; pricing-toggle applyMode(monthly/yearly) and billing labels in delivered HTML",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Healthcare monthly billing is CHF 89 Standard or CHF 99 Premium per user; annual billing displays CHF 80 or CHF 90 per month."
    },
    {
      "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": "swissgpt:swissgpt:ecb-fx",
      "productId": "swissgpt",
      "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": "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": "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": "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": "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."
    }
  ]
}
