{
  "schemaVersion": 1,
  "rubricVersion": "1.1",
  "kind": "pair",
  "slug": "typingmind-vs-unique-ai",
  "canonicalUrl": "https://onaihq.com/compare/agents/typingmind-vs-unique-ai/",
  "markdownUrl": "https://onaihq.com/compare/agents/typingmind-vs-unique-ai/index.md",
  "dataUrl": "https://onaihq.com/compare/agents/typingmind-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": "typingmind",
      "name": "TypingMind / TypingMind Teams",
      "website": "https://www.typingmind.com",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/typingmind/",
      "lifecycle": {
        "status": "unknown",
        "note": null
      },
      "surfaces": [
        {
          "id": "teams-saas",
          "name": "TypingMind Teams SaaS chat and Admin Panel",
          "type": "web-app"
        },
        {
          "id": "teams-selfhost",
          "name": "Commercial self-hosted TypingMind Teams server",
          "type": "self-hosted-server"
        },
        {
          "id": "teams-api",
          "name": "TypingMind Teams REST API",
          "type": "api"
        },
        {
          "id": "personal",
          "name": "TypingMind personal browser app and PWA",
          "type": "web-app"
        }
      ],
      "sourcedClaimCount": 49,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 49,
      "sourcedOnlyClaimCount": 0,
      "oldestCheckedAt": "2026-10-21",
      "lastCheckedAt": "2026-10-26"
    },
    {
      "id": "unique-ai",
      "name": "Unique AI",
      "website": "https://www.unique.ai",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/unique-ai/",
      "lifecycle": {
        "status": "unknown",
        "note": null
      },
      "surfaces": [
        {
          "id": "web",
          "name": "Unique AI Chat and administration",
          "type": "web"
        },
        {
          "id": "conduct",
          "name": "Unique AI Conduct",
          "type": "agent-workspace"
        },
        {
          "id": "api",
          "name": "Unique API and Python SDK",
          "type": "api"
        },
        {
          "id": "mcp",
          "name": "Unique MCP Hub and Knowledge Base MCP",
          "type": "mcp"
        }
      ],
      "sourcedClaimCount": 49,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 49,
      "sourcedOnlyClaimCount": 0,
      "oldestCheckedAt": "2026-10-21",
      "lastCheckedAt": "2026-10-26"
    }
  ],
  "coverage": {
    "totalCriteria": 51,
    "sharedCrossCheckedCriteria": 48,
    "sharedSourcedCriteria": 48,
    "crossCheckedCriteriaByProduct": {
      "typingmind": 49,
      "unique-ai": 49
    },
    "sourcedOnlyCriteriaByProduct": {
      "typingmind": 0,
      "unique-ai": 0
    },
    "sourcedCriteriaByProduct": {
      "typingmind": 49,
      "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": "typingmind",
          "claimId": "typingmind:MOD-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams is a customer-key multi-provider chat interface, with dated additions and explicit model selection.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "providers",
              "question": "Which model providers are available?",
              "support": "supported",
              "answer": "Teams admin key setup lists OpenAI, Anthropic, Google, OpenRouter, DeepInfra, DeepSeek, Groq, Mistral, Moonshot, Perplexity, xAI and Z.ai, plus custom providers.",
              "evidenceIds": [
                "typingmind:typingmind:set-up-api-keys"
              ]
            },
            {
              "id": "current_models",
              "question": "Which current models are selectable on this plan?",
              "support": "partial",
              "answer": "The dated October changelog records Gemini 4 Argon and Muse Wonder on October 14 and Claude Haiku 5.5, Mistral Large 4 and Nano Banana 2.1 on October 9. Actual availability depends on enabled endpoint and customer account; a complete Teams tenant model catalogue was not observed.",
              "evidenceIds": [
                "typingmind:typingmind:release",
                "typingmind:typingmind:set-up-api-keys"
              ]
            },
            {
              "id": "user_choice",
              "question": "Can users pick the model per chat?",
              "support": "supported",
              "answer": "Users select an available model for a chat; Teams administrators choose which models are exposed.",
              "evidenceIds": [
                "typingmind:typingmind:manage-ai-models",
                "typingmind:typingmind:restrict-model-access"
              ]
            },
            {
              "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? The first-party Teams documentation, pricing, legal pages and dated changelog retrieved on 2026-10-21 do not establish this detail; no account or bounded fixture was used.",
              "evidenceIds": []
            },
            {
              "id": "multimodal_input",
              "question": "Which models accept images, audio or files?",
              "support": "partial",
              "answer": "Document upload, vision-capable model image input and transcription are documented as separate routes; the docs do not provide a complete per-model Teams image/audio/file matrix.",
              "evidenceIds": [
                "typingmind:typingmind:chat-with-documents",
                "typingmind:typingmind:voice"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:set-up-api-keys",
            "typingmind:typingmind:release",
            "typingmind:typingmind:manage-ai-models",
            "typingmind:typingmind:restrict-model-access",
            "typingmind:typingmind:chat-with-documents",
            "typingmind:typingmind:voice"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:MOD-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Dated model additions are public; release lag and removal guarantees remain unestablished.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "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? No matched first-party provider release dates for the last three releases, fixed deprecation-notice period or version-retention guarantee was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "changelog",
              "question": "Is there a dated public model changelog?",
              "support": "supported",
              "answer": "The public changelog dates model and Teams feature releases through October 14, 2026 in the retrieved page.",
              "evidenceIds": [
                "typingmind:typingmind:release"
              ]
            },
            {
              "id": "deprecation_notice",
              "question": "How much notice is given before a model is removed?",
              "support": "unknown",
              "answer": "How much notice is given before a model is removed? No matched first-party provider release dates for the last three releases, fixed deprecation-notice period or version-retention guarantee was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "version_pinning",
              "question": "Can an admin keep an older model version?",
              "support": "partial",
              "answer": "Customer custom-model endpoint configuration can name a provider model or deployment, but a contractual right to retain discontinued SaaS wrappers or provider versions is not established.",
              "evidenceIds": [
                "typingmind:typingmind:manage-ai-models",
                "typingmind:typingmind:azure-openai"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:release",
            "typingmind:typingmind:manage-ai-models",
            "typingmind:typingmind:azure-openai"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:MOD-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams uses customer provider keys; its Custom Admin documentation also describes Claude via the customer AWS Bedrock account.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS Starter/Growth/Professional custom-model setup; Bedrock Custom Admin route has no verified exact tier mapping. Separate Teams self-host licence for private endpoint configuration.",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "own_api_keys",
              "question": "Can the customer use its own provider API keys?",
              "support": "supported",
              "answer": "Admins preset the organization’s provider keys. End users cannot supply separate personal keys in the Teams chat UI.",
              "evidenceIds": [
                "typingmind:typingmind:set-up-api-keys"
              ]
            },
            {
              "id": "own_cloud_contract",
              "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?",
              "support": "partial",
              "answer": "Teams documents Azure OpenAI custom-model setup. Its AWS Bedrock guide explicitly applies to TypingMind Custom Admin at custom.typingmind.com/manage and configures Claude via Bedrock using the customer AWS keys, region and approved model access. Exact Bedrock tier/current-model coverage and Vertex support remain unknown.",
              "evidenceIds": [
                "typingmind:typingmind:r2-teams-custom-models",
                "typingmind:typingmind:r3-custom-admin-bedrock",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "custom_endpoint",
              "question": "Can an admin add any OpenAI-compatible endpoint?",
              "support": "partial",
              "answer": "Teams Admin Panel supports Add Custom Model, naming Azure OpenAI, Hugging Face and Ollama. This does not establish an arbitrary-endpoint compatibility guarantee. Separately, commercial Teams self-host operators can enable otherwise-blocked private/localhost custom endpoints; connectivity and model feature parity were not tested.",
              "evidenceIds": [
                "typingmind:typingmind:r2-teams-custom-models",
                "typingmind:typingmind:r2-plan-matrix",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "byo_pricing",
              "question": "Does BYO change the licence price?",
              "support": "supported",
              "answer": "Teams subscription excludes API usage and requires customer keys; BYO is the standard paid model route, not an evidenced licence discount.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:set-up-api-keys"
              ]
            },
            {
              "id": "byo_restrictions",
              "question": "Which features stop working with BYO?",
              "support": "partial",
              "answer": "Capabilities depend on the selected model and provider API supporting files, tool use and related features; there is no complete feature-by-provider parity matrix.",
              "evidenceIds": [
                "typingmind:typingmind:manage-ai-models",
                "typingmind:typingmind:toolbox"
              ]
            }
          ],
          "limitations": [
            "Bedrock is documented for Custom Admin; no all-tier, all-Claude-model or self-host Bedrock entitlement is inferred. Provider-route feature parity was not tested."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:set-up-api-keys",
            "typingmind:typingmind:r2-teams-custom-models",
            "typingmind:typingmind:r3-custom-admin-bedrock",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:manage-ai-models",
            "typingmind:typingmind:toolbox"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:MOD-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Customer model endpoints are supported; optional self-host knowledge uses documented OpenAI embeddings.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "personal",
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Personal app local-model guides; Teams SaaS custom-model setup on Starter/Growth/Professional; separate annual commercial Teams self-host package",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "Personal browser/local network; US/EU Teams SaaS; customer-selected self-host placement and external API routes",
            "os": [],
            "surfaces": [
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              },
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "self_hosted_chat",
              "question": "Can chat use a customer-hosted model?",
              "support": "partial",
              "answer": "Personal typingmind.com has Ollama and LM Studio guides. Teams-specific Admin Panel instructions independently name Ollama custom models, but do not establish the personal local-connection procedure for Teams SaaS. Commercial Teams self-host can explicitly enable private endpoints; no hosted-to-local connectivity fixture was run.",
              "evidenceIds": [
                "typingmind:typingmind:r2-teams-custom-models",
                "typingmind:typingmind:r2-plan-matrix",
                "typingmind:typingmind:ollama",
                "typingmind:typingmind:lmstudio",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "self_hosted_embeddings",
              "question": "Can retrieval use customer-hosted embeddings?",
              "support": "partial",
              "answer": "The optional KB module in the separately quoted annual Teams self-host package requires an OpenAI embeddings key and PostgreSQL pgvector. A customer-hosted embedding substitution is unverified. This is separate from personal local chat models.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-self-host-installation-instruct",
                "typingmind:typingmind:cloud-host-vs-self-host"
              ]
            },
            {
              "id": "feature_parity",
              "question": "Which features fail with self-hosted models?",
              "support": "partial",
              "answer": "Toolbox needs a model capable of calling tools; other multimodal capabilities depend on the custom model. Complete parity and failure behaviour are undocumented.",
              "evidenceIds": [
                "typingmind:typingmind:toolbox",
                "typingmind:typingmind:manage-ai-models"
              ]
            },
            {
              "id": "vendor_hosted_open_models",
              "question": "Does the vendor host open-weight models in EU/CH?",
              "support": "unknown",
              "answer": "Does the vendor host open-weight models in EU/CH? No vendor-hosted open-weight EU/CH model service, supported embedding substitution or full self-host-model parity matrix was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:r2-teams-custom-models",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:ollama",
            "typingmind:typingmind:lmstudio",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:cloud-host-vs-self-host",
            "typingmind:typingmind:toolbox",
            "typingmind:typingmind:manage-ai-models"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:MOD-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Professional administrators govern model access and configurable consumption limits.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional for governance; customer-configured limits",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "model_allowlist_by_group",
              "question": "Can admins limit models per group?",
              "support": "supported",
              "answer": "Admins restrict model availability by user group; the limits guide still points availability controls to the legacy model-limits section.",
              "evidenceIds": [
                "typingmind:typingmind:restrict-model-access",
                "typingmind:typingmind:usage-limits"
              ]
            },
            {
              "id": "data_bound_models",
              "question": "Can admins restrict which models receive connector or knowledge content?",
              "support": "partial",
              "answer": "Admins configure the models available to agents and their knowledge access. No content-classification or connector-label-based model egress rule was established.",
              "evidenceIds": [
                "typingmind:typingmind:roles-and-permissions",
                "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents"
              ]
            },
            {
              "id": "default_model",
              "question": "Can admins set the default model?",
              "support": "unknown",
              "answer": "No Teams administrator control setting the default model for new chats was established. The October multi-model finalization default is a different feature; the plan matrix and model-management documents do not resolve this atom.",
              "evidenceIds": []
            },
            {
              "id": "user_limits",
              "question": "What per-user message or token limits apply, and are they published?",
              "support": "supported",
              "answer": "Reusable limit groups configure message, character and token limits per time period, across users/groups, models, agents and plugins. Published examples are admin settings, not plan-wide quotas.",
              "evidenceIds": [
                "typingmind:typingmind:usage-limits"
              ]
            },
            {
              "id": "limit_behaviour",
              "question": "What happens when a limit is reached?",
              "support": "partial",
              "answer": "Users see a configurable limitation notice and can inspect details. Exact block, downgrade, overshoot and reset semantics at exhaustion were not established.",
              "evidenceIds": [
                "typingmind:typingmind:usage-limits"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:restrict-model-access",
            "typingmind:typingmind:usage-limits",
            "typingmind:typingmind:roles-and-permissions",
            "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Document text can be attached to chat; full-context training files and RAG are distinct.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "formats",
              "question": "Which formats are accepted?",
              "support": "supported",
              "answer": "The chat guide lists PDF, Markdown, CSV, XLSX, TXT, DOCX, JSON and HTML. Images require a suitable vision model.",
              "evidenceIds": [
                "typingmind:typingmind:chat-with-documents"
              ]
            },
            {
              "id": "limits",
              "question": "What size and count limits apply per file and chat?",
              "support": "partial",
              "answer": "Chat uploads are bounded by the selected model’s context, but a numeric per-chat file-count/size limit was not established. The separate KB documents 50MB uploads.",
              "evidenceIds": [
                "typingmind:typingmind:chat-with-documents",
                "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team"
              ]
            },
            {
              "id": "ocr",
              "question": "Are scanned PDFs read?",
              "support": "unknown",
              "answer": "Are scanned PDFs read? No scanned-PDF OCR accuracy, spreadsheet-preservation fixture or numerical ordinary-chat upload matrix was established.",
              "evidenceIds": []
            },
            {
              "id": "spreadsheets",
              "question": "Are Excel tables read with structure intact?",
              "support": "partial",
              "answer": "XLSX and CSV are accepted; Toolbox executes local Python/JavaScript analysis. Preservation of merged cells, formula results and workbook structure was not tested.",
              "evidenceIds": [
                "typingmind:typingmind:chat-with-documents",
                "typingmind:typingmind:toolbox"
              ]
            },
            {
              "id": "full_vs_chunked",
              "question": "Is the whole file used or only retrieved parts, and does the user see which?",
              "support": "supported",
              "answer": "Ordinary chat document text enters chat context and can later leave the model window; agent training files are injected into system context, while KB access retrieves relevant chunks. These are separate modes.",
              "evidenceIds": [
                "typingmind:typingmind:chat-with-documents",
                "typingmind:typingmind:training-files-vs-knowledge-base"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:chat-with-documents",
            "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team",
            "typingmind:typingmind:toolbox",
            "typingmind:typingmind:training-files-vs-knowledge-base"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Growth and above provide a tagged organization KB bound to agents; the technical guide still labels it Early Access.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Growth/Professional: RAG and tagged agent KB; Professional additionally supplies group/resource visibility restrictions",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "persistent_collections",
              "question": "Can users keep document collections across chats?",
              "support": "supported",
              "answer": "The organization KB persists documents and connected data across conversations; this differs from temporary chat uploads and full-context agent training files.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-knowledge-base",
                "typingmind:typingmind:training-files-vs-knowledge-base"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can collections be shared with users, groups or the whole organisation?",
              "support": "partial",
              "answer": "Growth/Professional support tagged KB data bound to agents. Per-user/group agent restrictions require Professional governance; these restrictions do not establish per-document source ACL mirroring.",
              "evidenceIds": [
                "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents",
                "typingmind:typingmind:restrict-ai-agents-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "size_limits",
              "question": "What are the collection limits?",
              "support": "supported",
              "answer": "The KB guide states 50MB per upload and one million included training characters with extra capacity purchasable; indexed chunks are about 3,000 words and retrieval is up to five chunks.",
              "evidenceIds": [
                "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team"
              ]
            },
            {
              "id": "assistant_binding",
              "question": "Can collections be bound to an assistant?",
              "support": "supported",
              "answer": "Knowledge Base Access in an agent selects tags identifying the accessible data.",
              "evidenceIds": [
                "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents"
              ]
            }
          ],
          "limitations": [
            "Current plan matrix sells RAG in Growth/Professional, while the technical KB guide (updated2025-11-10) still labels it Early Access. No dated GA transition or tenant rollout was verified; findings retain beta/Early Access qualification.",
            "No source-user permission fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:get-started-with-knowledge-base",
            "typingmind:typingmind:training-files-vs-knowledge-base",
            "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents",
            "typingmind:typingmind:restrict-ai-agents-access",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Named knowledge integrations and extensible tools exist; broad source mentions lack enterprise permission detail.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Growth/Professional SaaS RAG; separate annual commercial Teams self-host licence with optional KB and customer-managed connector credentials",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "microsoft_365",
              "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?",
              "support": "partial",
              "answer": "The training-files comparison mentions OneDrive as a possible KB source; no retrieved setup guide establishes SharePoint, Outlook or Teams ingestion, permissions or maintenance.",
              "evidenceIds": [
                "typingmind:typingmind:training-files-vs-knowledge-base"
              ]
            },
            {
              "id": "google_workspace",
              "question": "Which Google sources are connected?",
              "support": "partial",
              "answer": "Growth/Professional SaaS RAG names Google Drive. In the separate commercial Teams self-host package, external KB connectors require the operator’s OAuth configuration. Gmail and the full Workspace source set remain unverified.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-knowledge-base",
                "typingmind:typingmind:setup-external-connectors-for-knowledge-base",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "atlassian",
              "question": "Confluence and Jira?",
              "support": "unknown",
              "answer": "Confluence and Jira? No first-party Confluence/Jira connector setup, complete M365 connector matrix or maintained on-prem file-share connector was established.",
              "evidenceIds": []
            },
            {
              "id": "other_systems",
              "question": "Which other business systems?",
              "support": "supported",
              "answer": "KB documentation names Notion and GitHub; admins select Notion pages/databases. Separate MCP/HTTP plugins can query other systems without proving a maintained KB connector.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-knowledge-base",
                "typingmind:typingmind:connect-with-your-notion-pages",
                "typingmind:typingmind:mcp"
              ]
            },
            {
              "id": "on_prem_sources",
              "question": "Can on-prem file shares or databases be connected?",
              "support": "partial",
              "answer": "Self-host operators can explicitly permit private custom-model/plugin/agent endpoints; custom database actions are described. A supported file-share crawler is not established.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-self-host-installation-instruct",
                "typingmind:typingmind:overview"
              ]
            },
            {
              "id": "connector_provider",
              "question": "Who builds and maintains each connector?",
              "support": "partial",
              "answer": "TypingMind documents built-in KB setup; external self-host sources need operator-managed OAuth credentials and Firecrawl for web scraping. MCP servers and custom plugins have separate maintainers.",
              "evidenceIds": [
                "typingmind:typingmind:setup-external-connectors-for-knowledge-base",
                "typingmind:typingmind:mcp"
              ]
            }
          ],
          "limitations": [
            "Current plan matrix sells RAG in Growth/Professional, while the technical KB guide (updated2025-11-10) still labels it Early Access. No dated GA transition or tenant rollout was verified; findings retain beta/Early Access qualification.",
            "A reachable self-host plugin endpoint is not a native file-share crawler."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:training-files-vs-knowledge-base",
            "typingmind:typingmind:get-started-with-knowledge-base",
            "typingmind:typingmind:setup-external-connectors-for-knowledge-base",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:connect-with-your-notion-pages",
            "typingmind:typingmind:mcp",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:overview"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Documented access control is by tagged knowledge and agent/group visibility; per-user source ACL enforcement is unproven.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Growth/Professional RAG data/tag selection; Professional adds group-based resource restrictions",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "source_permissions_respected",
              "question": "Are source permissions enforced per user?",
              "support": "unknown",
              "answer": "Are source permissions enforced per user? No two-user permission/revocation fixture, source ACL mirror, revocation SLA or Microsoft Purview-label enforcement documentation was retrieved. Do not equate agent access with source-user permissions.",
              "evidenceIds": []
            },
            {
              "id": "enforcement_point",
              "question": "Does the source system, a mirrored index or nothing enforce them?",
              "support": "partial",
              "answer": "Growth/Professional bind data tags to agents; Professional adds agent availability by user/group. This application-side mechanism does not establish synchronized source-user ACLs.",
              "evidenceIds": [
                "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents",
                "typingmind:typingmind:restrict-ai-agents-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "revocation_delay",
              "question": "How quickly does a removed permission take effect?",
              "support": "unknown",
              "answer": "How quickly does a removed permission take effect? No two-user permission/revocation fixture, source ACL mirror, revocation SLA or Microsoft Purview-label enforcement documentation was retrieved. Do not equate agent access with source-user permissions.",
              "evidenceIds": []
            },
            {
              "id": "admin_scope_controls",
              "question": "Can admins exclude sites, folders or labels?",
              "support": "supported",
              "answer": "Admins choose the Notion pages/databases to ingest and select knowledge tags for each agent.",
              "evidenceIds": [
                "typingmind:typingmind:connect-with-your-notion-pages",
                "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents"
              ]
            },
            {
              "id": "sensitivity_labels",
              "question": "Are Microsoft Purview or similar labels respected?",
              "support": "unknown",
              "answer": "Are Microsoft Purview or similar labels respected? No two-user permission/revocation fixture, source ACL mirror, revocation SLA or Microsoft Purview-label enforcement documentation was retrieved. Do not equate agent access with source-user permissions.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Current plan matrix sells RAG in Growth/Professional, while the technical KB guide (updated2025-11-10) still labels it Early Access. No dated GA transition or tenant rollout was verified; findings retain beta/Early Access qualification.",
            "No two-user source-permission or revocation fixture."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents",
            "typingmind:typingmind:restrict-ai-agents-access",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:connect-with-your-notion-pages"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The KB indexes copies, refreshes connected content daily and uses selected SaaS or customer-hosted storage.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Growth/Professional SaaS RAG; separately quoted annual Teams self-host licence and optional PostgreSQL KB",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "live_or_indexed",
              "question": "Is content searched live or copied into an index?",
              "support": "supported",
              "answer": "RAG splits and embeds copied source text in a knowledge index; full-context training files and live custom tools are separate.",
              "evidenceIds": [
                "typingmind:typingmind:training-files-vs-knowledge-base"
              ]
            },
            {
              "id": "sync_interval",
              "question": "How often does an index refresh?",
              "support": "supported",
              "answer": "The KB guide describes daily connected-source refresh; Notion initial sync takes a few minutes. Neither is a permission-revocation guarantee.",
              "evidenceIds": [
                "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team",
                "typingmind:typingmind:connect-with-your-notion-pages"
              ]
            },
            {
              "id": "deletion_propagation",
              "question": "How quickly does a deleted document disappear?",
              "support": "unknown",
              "answer": "How quickly does a deleted document disappear? Deleted-document propagation and exact SaaS index/backup location were not established.",
              "evidenceIds": []
            },
            {
              "id": "index_location",
              "question": "Where is indexed content stored?",
              "support": "partial",
              "answer": "Opt-in EU SaaS uses Vercel/AWS EU resources; optional self-host KB uses the operator’s PostgreSQL pgvector database and blob configuration. Exact SaaS index, backup and telemetry placement is not itemized.",
              "evidenceIds": [
                "typingmind:typingmind:eu-data-center",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            }
          ],
          "limitations": [
            "Current plan matrix sells RAG in Growth/Professional, while the technical KB guide (updated2025-11-10) still labels it Early Access. No dated GA transition or tenant rollout was verified; findings retain beta/Early Access qualification.",
            "No synchronization/deletion latency fixture."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:training-files-vs-knowledge-base",
            "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team",
            "typingmind:typingmind:connect-with-your-notion-pages",
            "typingmind:typingmind:eu-data-center",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:cloud-host-vs-self-host"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Clickable source references are documented, but retrieval quality has no observed multilingual fixture.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Growth/Professional SaaS RAG and reference display; model-followed instructions separate from retrieval guarantees",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "citations",
              "question": "Are answers linked to specific sources?",
              "support": "supported",
              "answer": "Admins may enable reference display for knowledge responses so users can follow source links.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-knowledge-base"
              ]
            },
            {
              "id": "citation_accuracy",
              "question": "Do the cited passages support the answer?",
              "support": "unknown",
              "answer": "Do the cited passages support the answer? No shared German/French/English question set, source-support check, cross-language retrieval test or measured answer count was run.",
              "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? No shared German/French/English question set, source-support check, cross-language retrieval test or measured answer count was run.",
              "evidenceIds": []
            },
            {
              "id": "no_answer_behaviour",
              "question": "Does it say when the corpus has no answer?",
              "support": "partial",
              "answer": "Admins can instruct the model to refrain from answering when knowledge is insufficient; the system-prompt guide gives an example. This is prompt configuration, not a tested no-answer guarantee.",
              "evidenceIds": [
                "typingmind:typingmind:system-prompts-on-admin-panel"
              ]
            },
            {
              "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? No shared German/French/English question set, source-support check, cross-language retrieval test or measured answer count was run.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Current plan matrix sells RAG in Growth/Professional, while the technical KB guide (updated2025-11-10) still labels it Early Access. No dated GA transition or tenant rollout was verified; findings retain beta/Early Access qualification.",
            "No shared multilingual/citation-accuracy fixture."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:get-started-with-knowledge-base",
            "typingmind:typingmind:system-prompts-on-admin-panel",
            "typingmind:typingmind:r2-plan-matrix"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:KNOW-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Persistent agent and global admin instructions are documented; named-tier cross-chat memory and its controls remain unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS Starter/Growth/Professional instructions and shared agents; exact commercial entitlement for non-project memory and its controls unverified",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "custom_instructions",
              "question": "Can users set persistent instructions?",
              "support": "supported",
              "answer": "Persistent agent instructions and global admin instructions are documented; agents can include full-context training files.",
              "evidenceIds": [
                "typingmind:typingmind:system-prompts-on-admin-panel",
                "typingmind:typingmind:training-files-vs-knowledge-base"
              ]
            },
            {
              "id": "cross_chat_memory",
              "question": "Does the product remember facts across chats?",
              "support": "unknown",
              "answer": "The October 14 Teams release and Memory guide describe cross-chat memory, but no named Starter/Growth/Professional entitlement for that capability was established. The Growth/Professional Projects gate does not establish non-project memory availability.",
              "evidenceIds": []
            },
            {
              "id": "user_memory_controls",
              "question": "Can users view, edit and delete memories?",
              "support": "unknown",
              "answer": "The Memory guide describes saved-memory settings, but their named Teams tier entitlement and complete edit/delete behavior remain unverified. No personal-app control is inferred to be a Teams entitlement.",
              "evidenceIds": []
            },
            {
              "id": "admin_memory_controls",
              "question": "Can admins turn memory off?",
              "support": "unknown",
              "answer": "The October 14 Teams release describes an admin Memory switch, but the current plan matrix does not map it to a named tier. Organization-wide memory-control entitlement remains unknown.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Persistent instructions are distinct from learned cross-chat memory. The Memory guide and release do not establish its named-tier entitlement."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:system-prompts-on-admin-panel",
            "typingmind:typingmind:training-files-vs-knowledge-base",
            "typingmind:typingmind:release",
            "typingmind:typingmind:memory",
            "typingmind:typingmind:r2-plan-matrix"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:AGT-01",
          "verificationStatus": "agent-cross-checked",
          "support": "supported",
          "answer": "Teams admins publish agents and prompts, with delegated creation permissions and group access.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Starter/Growth/Professional shared agents and prompts; Growth/Professional RAG; Professional delegated roles and resource visibility",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "create_assistants",
              "question": "Can users create assistants with instructions, knowledge and tools?",
              "support": "supported",
              "answer": "All SaaS tiers include shared agents and configured models/plugins; tagged RAG knowledge requires Growth/Professional.",
              "evidenceIds": [
                "typingmind:typingmind:build-a-shared-ai-agent-collection",
                "typingmind:typingmind:training-files-vs-knowledge-base",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "creator_permissions",
              "question": "Can admins limit who creates them?",
              "support": "supported",
              "answer": "Professional custom roles delegate AI Agent management separately from other Admin Panel permissions.",
              "evidenceIds": [
                "typingmind:typingmind:roles-and-permissions",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can assistants be shared with users, groups or everyone?",
              "support": "supported",
              "answer": "All tiers publish shared agent collections; Professional adds per-user/group resource restrictions.",
              "evidenceIds": [
                "typingmind:typingmind:build-a-shared-ai-agent-collection",
                "typingmind:typingmind:restrict-ai-agents-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "catalogue",
              "question": "Is there an internal assistant directory?",
              "support": "supported",
              "answer": "The shared agent collection is displayed in the team chat UI.",
              "evidenceIds": [
                "typingmind:typingmind:build-a-shared-ai-agent-collection"
              ]
            },
            {
              "id": "prompt_library",
              "question": "Are shared prompt templates available?",
              "support": "supported",
              "answer": "All SaaS tiers provide a shared prompt library; Professional adds per-user prompt visibility controls.",
              "evidenceIds": [
                "typingmind:typingmind:build-a-shared-prompt-library",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            }
          ],
          "limitations": [],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:build-a-shared-ai-agent-collection",
            "typingmind:typingmind:training-files-vs-knowledge-base",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:roles-and-permissions",
            "typingmind:typingmind:restrict-ai-agents-access",
            "typingmind:typingmind:build-a-shared-prompt-library"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:AGT-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Built-in plugins and custom HTTP/JavaScript/MCP tools are available; authentication varies by connector.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "personal"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Starter/Growth/Professional plugins and remote MCP; Professional group restrictions; personal Private MCP Connector route separate",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "Remote server/provider regions depend on configuration; personal local MCP is not a verified Teams local route",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "builtin_tools",
              "question": "Which tools are built in?",
              "support": "supported",
              "answer": "Documented tools include Toolbox, web/deep research, image generation and voice services; optional third-party API keys may be required.",
              "evidenceIds": [
                "typingmind:typingmind:toolbox",
                "typingmind:typingmind:deep-research",
                "typingmind:typingmind:image",
                "typingmind:typingmind:voice"
              ]
            },
            {
              "id": "custom_actions",
              "question": "Can admins add API actions?",
              "support": "supported",
              "answer": "Custom actions can be implemented as JavaScript, HTTP actions or MCP integrations.",
              "evidenceIds": [
                "typingmind:typingmind:overview"
              ]
            },
            {
              "id": "mcp_client",
              "question": "Can it use remote MCP servers, and with what admin control?",
              "support": "partial",
              "answer": "Teams pricing lists MCP integration and the MCP guide explicitly gives Team OAuth callbacks and per-user/per-chat sessions for remote HTTP MCP. The Private MCP Connector and local terminal-command procedure are explicitly personal-app routes; Teams local MCP support is unverified.",
              "evidenceIds": [
                "typingmind:typingmind:mcp",
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "tool_auth",
              "question": "Do tools act as the user or as a shared account?",
              "support": "partial",
              "answer": "Teams remote MCP supports user OAuth and per-user sessions; separately configured plugins may use shared keys. The personal Private MCP Connector is not claimed for Teams.",
              "evidenceIds": [
                "typingmind:typingmind:mcp",
                "typingmind:typingmind:deep-research",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "tool_approval",
              "question": "Can admins approve or block tools, and can users confirm actions before they run?",
              "support": "partial",
              "answer": "Professional admins restrict plugin visibility/usage by group. The MCP guide allows tools to be disabled individually; a mandatory per-action side-effect confirmation policy and Teams local connector are unverified.",
              "evidenceIds": [
                "typingmind:typingmind:restrict-plugin-access",
                "typingmind:typingmind:mcp",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:toolbox",
            "typingmind:typingmind:deep-research",
            "typingmind:typingmind:image",
            "typingmind:typingmind:voice",
            "typingmind:typingmind:overview",
            "typingmind:typingmind:mcp",
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:restrict-plugin-access"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:AGT-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Deep Research is a configurable search/read/report plugin with separate provider accounts.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams plugin access on Starter/Growth/Professional; Professional for group availability/limits",
            "addOns": [
              "Customer SerpAPI and Firecrawl keys; model API charges"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "web_search",
              "question": "Is web search available?",
              "support": "supported",
              "answer": "The Deep Research plugin performs iterative web search and page reading.",
              "evidenceIds": [
                "typingmind:typingmind:deep-research"
              ]
            },
            {
              "id": "admin_toggle",
              "question": "Can admins disable it per organisation or group?",
              "support": "supported",
              "answer": "Professional admins restrict the research/search plugin to selected user groups through Plugin Access and Limits.",
              "evidenceIds": [
                "typingmind:typingmind:restrict-plugin-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "search_provider",
              "question": "Which search provider handles queries, and where?",
              "support": "partial",
              "answer": "This plugin requires SerpAPI for search and Firecrawl for page retrieval; processing countries for queries/content were not established.",
              "evidenceIds": [
                "typingmind:typingmind:deep-research"
              ]
            },
            {
              "id": "deep_research",
              "question": "Is multi-step research with a report available?",
              "support": "supported",
              "answer": "The plugin plans and iterates search/reading into a report, within its documented two-minute execution bound.",
              "evidenceIds": [
                "typingmind:typingmind:deep-research"
              ]
            },
            {
              "id": "web_citations",
              "question": "Are web sources cited?",
              "support": "partial",
              "answer": "The research plugin produces a sourced report, but link completeness and citation accuracy were not independently checked.",
              "evidenceIds": [
                "typingmind:typingmind:deep-research"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:deep-research",
            "typingmind:typingmind:restrict-plugin-access",
            "typingmind:typingmind:r2-plan-matrix"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:AGT-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The documented automation layer uses agents and plugins rather than an established visual scheduling system.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-api"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams plugins/agents on Starter/Growth/Professional; Professional external REST API integration",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-api",
                "name": "TypingMind Teams REST API",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "workflow_builder",
              "question": "Is there a workflow or chain builder?",
              "support": "partial",
              "answer": "Docs describe composing AI interactions with JavaScript/HTTP/MCP plugins and business automation examples. A visual DAG/chain builder was not established.",
              "evidenceIds": [
                "typingmind:typingmind:overview"
              ]
            },
            {
              "id": "scheduled_tasks",
              "question": "Can prompts or assistants run on a schedule?",
              "support": "unknown",
              "answer": "Can prompts or assistants run on a schedule? No native recurring scheduler, durable workflow engine or supported event trigger setup was established.",
              "evidenceIds": []
            },
            {
              "id": "event_triggers",
              "question": "Can external events start a workflow?",
              "support": "partial",
              "answer": "Professional external REST integration lets an external application call a Teams chat/agent API. This is a developer invocation route, not an established native managed trigger engine.",
              "evidenceIds": [
                "typingmind:typingmind:api-integration-overview",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "builder_audience",
              "question": "Is building aimed at business users, IT or developers?",
              "support": "supported",
              "answer": "Team users use shared agents; technical builders configure JavaScript/HTTP plugins and credentials. Professional custom roles delegate administration, and its API supports developer integrations.",
              "evidenceIds": [
                "typingmind:typingmind:overview",
                "typingmind:typingmind:roles-and-permissions",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:overview",
            "typingmind:typingmind:api-integration-overview",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:roles-and-permissions"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:AGT-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Multi-step tool workflows exist; universal side-effect confirmation and run controls remain unproven.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "agent_mode",
              "question": "Is there an agent mode for multi-step tasks?",
              "support": "supported",
              "answer": "The Deep Research plugin repeatedly searches/reads, and automation docs describe tool-driven multistep business actions.",
              "evidenceIds": [
                "typingmind:typingmind:deep-research",
                "typingmind:typingmind:overview"
              ]
            },
            {
              "id": "visible_steps",
              "question": "Are steps and tool calls shown?",
              "support": "partial",
              "answer": "The research workflow is described as iterative search and page reading, but a complete visible execution trace for all agents/tools was not established.",
              "evidenceIds": [
                "typingmind:typingmind:deep-research"
              ]
            },
            {
              "id": "side_effect_confirmation",
              "question": "Must the user confirm actions with side effects?",
              "support": "unknown",
              "answer": "Must the user confirm actions with side effects? No bounded run verified visible traces, stop behaviour, rollback or mandatory side-effect confirmation for all custom tools.",
              "evidenceIds": []
            },
            {
              "id": "stop_control",
              "question": "Can the user stop a running task?",
              "support": "unknown",
              "answer": "Can the user stop a running task? No bounded run verified visible traces, stop behaviour, rollback or mandatory side-effect confirmation for all custom tools.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:deep-research",
            "typingmind:typingmind:overview"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:AGT-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The Teams REST API creates chat/agent responses with governed api-users.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-api"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional API integration",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-api",
                "name": "TypingMind Teams REST API",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_api",
              "question": "Is there an API for chat and assistants?",
              "support": "supported",
              "answer": "Teams REST endpoints produce model or agent responses, including configured plugins, KB and MCP capabilities.",
              "evidenceIds": [
                "typingmind:typingmind:api-integration-overview"
              ]
            },
            {
              "id": "knowledge_api",
              "question": "Can documents be loaded through an API?",
              "support": "unknown",
              "answer": "Can documents be loaded through an API? The retrieved API overview did not establish a supported knowledge-upload API or an MCP server exposing TypingMind itself.",
              "evidenceIds": []
            },
            {
              "id": "api_governance",
              "question": "Do audit, budgets and model rules apply to API use?",
              "support": "partial",
              "answer": "An API key creates an api-user subject to the same user restrictions and usage limits. Complete audit coverage, currency budgets and all API routes were not established.",
              "evidenceIds": [
                "typingmind:typingmind:api-integration-overview"
              ]
            },
            {
              "id": "mcp_server",
              "question": "Does the product expose itself to other agents over MCP?",
              "support": "unknown",
              "answer": "Does the product expose itself to other agents over MCP? The retrieved API overview did not establish a supported knowledge-upload API or an MCP server exposing TypingMind itself.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:api-integration-overview"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The primary client is a browser app; installable PWAs are documented separately from native apps.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "personal"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS Starter/Growth/Professional browser chat; PWA installation findings only for personal typingmind.com (licence feature gates separate)",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "web",
              "question": "Is a full web client available?",
              "support": "supported",
              "answer": "Teams supplies a branded browser chat interface and separate Admin Panel.",
              "evidenceIds": [
                "typingmind:typingmind:typingmind-vs-typingmind-team"
              ]
            },
            {
              "id": "desktop_apps",
              "question": "Windows and macOS apps?",
              "support": "partial",
              "answer": "The personal typingmind.com app has browser-PWA installation instructions for Windows/macOS; this is not evidence of a Teams native desktop app or Teams PWA deployment entitlement.",
              "evidenceIds": [
                "typingmind:typingmind:install",
                "typingmind:typingmind:r2-personal-bulk-licence"
              ]
            },
            {
              "id": "mobile_apps",
              "question": "iOS and Android apps with SSO?",
              "support": "partial",
              "answer": "Personal typingmind.com can be added to iOS/Android home screens as a browser PWA. Teams Professional SSO is a separate entitlement; no Teams installable mobile client or mobile SSO fixture was verified.",
              "evidenceIds": [
                "typingmind:typingmind:install",
                "typingmind:typingmind:r2-personal-bulk-licence",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "browser_extension",
              "question": "Is there a browser extension or sidebar?",
              "support": "unknown",
              "answer": "Is there a browser extension or sidebar? No MDM packaging/configuration, supported browser sidebar/extension or mobile feature-parity matrix was established.",
              "evidenceIds": []
            },
            {
              "id": "managed_deployment",
              "question": "Can IT deploy and configure clients through MDM?",
              "support": "unknown",
              "answer": "Can IT deploy and configure clients through MDM? No MDM packaging/configuration, supported browser sidebar/extension or mobile feature-parity matrix was established.",
              "evidenceIds": []
            },
            {
              "id": "client_feature_gaps",
              "question": "Which features are missing on mobile?",
              "support": "unknown",
              "answer": "Which features are missing on mobile? No MDM packaging/configuration, supported browser sidebar/extension or mobile feature-parity matrix was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:typingmind-vs-typingmind-team",
            "typingmind:typingmind:install",
            "typingmind:typingmind:r2-personal-bulk-licence",
            "typingmind:typingmind:r2-plan-matrix"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-02",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        },
        {
          "productId": "unique-ai",
          "claimId": "unique-ai:WORK-02",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        }
      ]
    },
    {
      "id": "WORK-03",
      "title": "Translation and writing",
      "group": {
        "id": 4,
        "name": "Daily work"
      },
      "judgment": "Record document translation preserving layout, the translation engine (LLM or dedicated such as DeepL), glossaries, formality control, supported languages including Swiss German conventions (no ß), and rewriting/proofreading tools. Translate the shared German contract into French and Italian and record layout and glossary results.",
      "questions": [
        {
          "id": "document_translation",
          "question": "Can whole documents be translated with formatting kept?"
        },
        {
          "id": "translation_engine",
          "question": "Which engine translates?"
        },
        {
          "id": "glossaries",
          "question": "Are company glossaries supported?"
        },
        {
          "id": "formality_and_variants",
          "question": "Can formality and regional variants (de-CH) be set?"
        },
        {
          "id": "writing_tools",
          "question": "Are dedicated rewrite and proofreading tools available?"
        }
      ],
      "products": [
        {
          "productId": "typingmind",
          "claimId": "typingmind:WORK-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Configurable model instructions support writing workflows; dedicated translation fidelity is unestablished.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "document_translation",
              "question": "Can whole documents be translated with formatting kept?",
              "support": "unknown",
              "answer": "Can whole documents be translated with formatting kept? No whole-document formatting-preserving translation fixture, company glossary engine or Swiss language-quality test was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "translation_engine",
              "question": "Which engine translates?",
              "support": "partial",
              "answer": "Writing/translation prompts are handled by the customer-selected LLM; no separate translation engine or formatting-preserving document pipeline was established.",
              "evidenceIds": [
                "typingmind:typingmind:manage-ai-models",
                "typingmind:typingmind:system-prompts-on-admin-panel"
              ]
            },
            {
              "id": "glossaries",
              "question": "Are company glossaries supported?",
              "support": "unknown",
              "answer": "Are company glossaries supported? No whole-document formatting-preserving translation fixture, company glossary engine or Swiss language-quality test was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "formality_and_variants",
              "question": "Can formality and regional variants (de-CH) be set?",
              "support": "partial",
              "answer": "Global and agent instructions can specify tone and language, but no dedicated de-CH/formality switch or quality guarantee was established.",
              "evidenceIds": [
                "typingmind:typingmind:system-prompts-on-admin-panel"
              ]
            },
            {
              "id": "writing_tools",
              "question": "Are dedicated rewrite and proofreading tools available?",
              "support": "partial",
              "answer": "Shared prompts and marketing-writing workflows support rewriting tasks; a dedicated proofreading interface and correction-quality fixture were not established.",
              "evidenceIds": [
                "typingmind:typingmind:build-a-shared-prompt-library",
                "typingmind:typingmind:ad-creative-generator"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:manage-ai-models",
            "typingmind:typingmind:system-prompts-on-admin-panel",
            "typingmind:typingmind:build-a-shared-prompt-library",
            "typingmind:typingmind:ad-creative-generator"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "GPT Image generation and editing use customer API credentials and controllable plugins.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams plugin access on Starter/Growth/Professional; Professional for group-based image-plugin governance",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "image_generation",
              "question": "Can users generate images, with which models?",
              "support": "supported",
              "answer": "The GPT Image 2.5 plugin documents image generation through the customer’s OpenAI API.",
              "evidenceIds": [
                "typingmind:typingmind:image"
              ]
            },
            {
              "id": "image_editing",
              "question": "Can users edit uploaded images?",
              "support": "supported",
              "answer": "The October 2 changelog says GPT Image editing accepts any image in a chat, including attachments and artifact images.",
              "evidenceIds": [
                "typingmind:typingmind:release",
                "typingmind:typingmind:image"
              ]
            },
            {
              "id": "admin_control",
              "question": "Can admins restrict image generation?",
              "support": "partial",
              "answer": "Professional admins restrict the image plugin by user group. Coverage of every provider-native image route remains unverified.",
              "evidenceIds": [
                "typingmind:typingmind:restrict-plugin-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "usage_terms",
              "question": "What usage rights apply to output?",
              "support": "partial",
              "answer": "The Terms say users own their content, subject to provider terms. No independent clearance of third-party rights or all model-provider output licences was performed.",
              "evidenceIds": [
                "typingmind:typingmind:terms-of-service"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:image",
            "typingmind:typingmind:release",
            "typingmind:typingmind:restrict-plugin-access",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:terms-of-service"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Dictation, read-aloud and audio-summary workflows are documented; live meetings and Swiss German quality are unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "dictation",
              "question": "Can users dictate prompts?",
              "support": "supported",
              "answer": "Dictation uses browser speech recognition or customer OpenAI Whisper, Groq or Azure transcription credentials; Teams admins configure keys.",
              "evidenceIds": [
                "typingmind:typingmind:voice"
              ]
            },
            {
              "id": "read_aloud",
              "question": "Can answers be read aloud?",
              "support": "supported",
              "answer": "Browser speech, ElevenLabs or OpenAI TTS reads answers aloud with playback/autoplay controls.",
              "evidenceIds": [
                "typingmind:typingmind:tts"
              ]
            },
            {
              "id": "voice_conversation",
              "question": "Is a live voice mode available?",
              "support": "unknown",
              "answer": "Is a live voice mode available? No full-duplex live voice mode, Swiss German audio fixture or native meeting-attendance integration was established.",
              "evidenceIds": []
            },
            {
              "id": "meeting_summaries",
              "question": "Are meetings transcribed and summarised?",
              "support": "partial",
              "answer": "The meeting-summarizer workflow uses recorded audio transcription and LLM summaries; Whisper upload is capped at 25MB. No live meeting bot or diarization quality test was established.",
              "evidenceIds": [
                "typingmind:typingmind:meeting-summarizer",
                "typingmind:typingmind:voice"
              ]
            },
            {
              "id": "swiss_german_speech",
              "question": "Is Swiss German speech recognised?",
              "support": "unknown",
              "answer": "Is Swiss German speech recognised? No full-duplex live voice mode, Swiss German audio fixture or native meeting-attendance integration was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:voice",
            "typingmind:typingmind:tts",
            "typingmind:typingmind:meeting-summarizer"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-06",
          "verificationStatus": "agent-cross-checked",
          "support": "supported",
          "answer": "Toolbox executes code locally and produces charts and Office documents; Growth includes Canvas.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Growth/Professional for Canvas; Toolbox on tool-capable models with separate API usage",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "data_analysis",
              "question": "Can it analyse spreadsheets with executed code?",
              "support": "supported",
              "answer": "Toolbox runs Python/JavaScript in the browser, including tabular analysis libraries. Network is disabled by default; analysis is not a vendor EU code-execution guarantee.",
              "evidenceIds": [
                "typingmind:typingmind:toolbox"
              ]
            },
            {
              "id": "charts",
              "question": "Can it produce charts?",
              "support": "supported",
              "answer": "Toolbox supports chart generation with Plotly and Bokeh.",
              "evidenceIds": [
                "typingmind:typingmind:toolbox"
              ]
            },
            {
              "id": "office_file_output",
              "question": "Can it create Word, Excel or PowerPoint files?",
              "support": "supported",
              "answer": "Toolbox creates/edits documents, spreadsheets, presentations and PDFs, including Office formats.",
              "evidenceIds": [
                "typingmind:typingmind:toolbox"
              ]
            },
            {
              "id": "canvas_editing",
              "question": "Is there a document or canvas editor for iterating on output?",
              "support": "supported",
              "answer": "The Teams plan comparison lists Canvas and Artifacts for Growth and Professional.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans"
              ]
            }
          ],
          "limitations": [],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:toolbox",
            "typingmind:typingmind:compare-typingmind-team-plans"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Shared agents and prompt libraries are documented, but collaborative project/chat boundaries are not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "share_chats",
              "question": "Can chats be shared inside the organisation?",
              "support": "unknown",
              "answer": "Can chats be shared inside the organisation? No Teams-specific shared-chat recipient ACL/redaction guarantee, simultaneous multi-person AI conversation or source-permission sharing fixture was established.",
              "evidenceIds": []
            },
            {
              "id": "team_spaces",
              "question": "Are shared projects or workspaces available?",
              "support": "partial",
              "answer": "Teams share an agent catalogue and prompt library; project-scoped memory is documented. Shared project membership and cross-user workspace semantics were not established.",
              "evidenceIds": [
                "typingmind:typingmind:build-a-shared-ai-agent-collection",
                "typingmind:typingmind:build-a-shared-prompt-library",
                "typingmind:typingmind:release"
              ]
            },
            {
              "id": "group_chat",
              "question": "Can several people chat together with the AI?",
              "support": "unknown",
              "answer": "Can several people chat together with the AI? No Teams-specific shared-chat recipient ACL/redaction guarantee, simultaneous multi-person AI conversation or source-permission sharing fixture was established.",
              "evidenceIds": []
            },
            {
              "id": "share_permission_boundary",
              "question": "Does sharing respect the recipient's access to sources?",
              "support": "unknown",
              "answer": "Does sharing respect the recipient's access to sources? No Teams-specific shared-chat recipient ACL/redaction guarantee, simultaneous multi-person AI conversation or source-permission sharing fixture was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:build-a-shared-ai-agent-collection",
            "typingmind:typingmind:build-a-shared-prompt-library",
            "typingmind:typingmind:release"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:WORK-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Multilingual capability is advertised without a verified DACH UI or accessibility matrix.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "ui_languages",
              "question": "Which UI languages are offered?",
              "support": "partial",
              "answer": "Teams plan documentation advertises a multilingual chat interface and a public translation collaboration project exists. A complete current language list was not established.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans",
                "typingmind:typingmind:translations"
              ]
            },
            {
              "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? No complete German/French/Italian UI review, German Admin Panel guarantee, WCAG conformance statement or assistive-technology fixture was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "accessibility_statement",
              "question": "Is there a WCAG conformance statement?",
              "support": "unknown",
              "answer": "Is there a WCAG conformance statement? No complete German/French/Italian UI review, German Admin Panel guarantee, WCAG conformance statement or assistive-technology fixture was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "admin_ui_languages",
              "question": "Is the admin interface available in German?",
              "support": "unknown",
              "answer": "Is the admin interface available in German? No complete German/French/Italian UI review, German Admin Panel guarantee, WCAG conformance statement or assistive-technology fixture was retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:compare-typingmind-team-plans",
            "typingmind:typingmind:translations"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams Professional provides SAML SSO and OAuth/OIDC options.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional identity features",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "sso_protocols",
              "question": "Which SSO protocols and identity providers work?",
              "support": "supported",
              "answer": "SAML SSO accepts IdP metadata and multiple connections; OAuth/OIDC includes Microsoft, Google and custom provider configuration.",
              "evidenceIds": [
                "typingmind:typingmind:sso",
                "typingmind:typingmind:o-auth-2-0"
              ]
            },
            {
              "id": "sso_plan",
              "question": "Which plan includes SSO?",
              "support": "supported",
              "answer": "The plan comparison places SSO/OAuth and Directory Sync in Professional.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans"
              ]
            },
            {
              "id": "mfa",
              "question": "Can MFA be enforced?",
              "support": "partial",
              "answer": "The DPA security measures mention MFA and SSO; documented tenant-level enforcement settings and IdP MFA propagation were not verified.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "conditional_access",
              "question": "Do Entra conditional-access policies apply?",
              "support": "unknown",
              "answer": "Do Entra conditional-access policies apply? No Entra conditional-access test or verified-domain capture/mandatory login policy was established.",
              "evidenceIds": []
            },
            {
              "id": "domain_capture",
              "question": "Can the company claim its email domain?",
              "support": "unknown",
              "answer": "Can the company claim its email domain? No Entra conditional-access test or verified-domain capture/mandatory login policy was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:sso",
            "typingmind:typingmind:o-auth-2-0",
            "typingmind:typingmind:compare-typingmind-team-plans",
            "typingmind:typingmind:data-processing-agreement"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Professional supports SCIM, group sync and JIT; OAuth revocation alone does not remove a seat.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional Directory Sync; distinguish SCIM suspension from OAuth revocation",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "scim",
              "question": "Is SCIM provisioning supported?",
              "support": "supported",
              "answer": "SCIM v2 creates, updates and suspends users from a compatible IdP.",
              "evidenceIds": [
                "typingmind:typingmind:scim"
              ]
            },
            {
              "id": "group_sync",
              "question": "Are identity-provider groups synced?",
              "support": "supported",
              "answer": "Directory Sync assigns users to corresponding groups received from the identity provider.",
              "evidenceIds": [
                "typingmind:typingmind:scim"
              ]
            },
            {
              "id": "jit_provisioning",
              "question": "Are users created at first login?",
              "support": "supported",
              "answer": "OAuth login can create a user on first sign-in and consumes an available seat; creation fails without a free seat.",
              "evidenceIds": [
                "typingmind:typingmind:o-auth-2-0"
              ]
            },
            {
              "id": "deprovisioning",
              "question": "What happens to a removed user's data and shared assets?",
              "support": "partial",
              "answer": "SCIM suspends users; separate OAuth docs warn that revoking IdP authorization alone does not remove an existing user, requiring admin removal. Shared asset ownership, deletion and session-revocation timing are not established.",
              "evidenceIds": [
                "typingmind:typingmind:scim",
                "typingmind:typingmind:o-auth-2-0"
              ]
            },
            {
              "id": "seat_assignment",
              "question": "Can admins assign and reclaim seats?",
              "support": "partial",
              "answer": "Admins invite/manage users and JIT consumes purchased seats. Exact seat reclamation timing, licence proration and asset transfer were not established.",
              "evidenceIds": [
                "typingmind:typingmind:invite-team-members",
                "typingmind:typingmind:o-auth-2-0"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:scim",
            "typingmind:typingmind:o-auth-2-0",
            "typingmind:typingmind:invite-team-members"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Custom admin roles and user groups provide delegated management and feature availability controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional custom roles, resource groups and usage limits",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_roles",
              "question": "Which admin roles exist, and can admin rights be delegated?",
              "support": "supported",
              "answer": "Default Admin has highest permissions. Owners create custom roles for models, plugins, agents, reporting, billing, users, keys, KB and portal settings. Users may hold multiple roles; the former Content Moderator preset was removed.",
              "evidenceIds": [
                "typingmind:typingmind:roles-and-permissions"
              ]
            },
            {
              "id": "groups",
              "question": "Can permissions be set per group?",
              "support": "supported",
              "answer": "User groups govern resource visibility and limits. Admin roles are assigned to individual members; assigning roles to groups is still described as coming soon.",
              "evidenceIds": [
                "typingmind:typingmind:roles-and-permissions",
                "typingmind:typingmind:create-and-manage-user-groups"
              ]
            },
            {
              "id": "feature_toggles",
              "question": "Which features can be switched on or off per group?",
              "support": "supported",
              "answer": "Professional provides model, agent and plugin group availability/usage controls through resource Access/Limit settings; the plan matrix separately lists per-user prompt visibility. CSS/themes are excluded from this permission finding.",
              "evidenceIds": [
                "typingmind:typingmind:restrict-model-access",
                "typingmind:typingmind:restrict-ai-agents-access",
                "typingmind:typingmind:restrict-plugin-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "multi_entity",
              "question": "Can subsidiaries or departments be separated within one contract?",
              "support": "unknown",
              "answer": "Can subsidiaries or departments be separated within one contract? No multi-subsidiary legal/entity separation, independent subtenant keys or consolidated contract administration was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:roles-and-permissions",
            "typingmind:typingmind:create-and-manage-user-groups",
            "typingmind:typingmind:restrict-model-access",
            "typingmind:typingmind:restrict-ai-agents-access",
            "typingmind:typingmind:restrict-plugin-access",
            "typingmind:typingmind:r2-plan-matrix"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams analytics reports adoption and consumption, including identifiable user breakdowns.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional analytics",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "adoption_dashboard",
              "question": "Is there an adoption dashboard?",
              "support": "supported",
              "answer": "Dashboard counts active users, messages, conversations, characters and estimated tokens over a selected period.",
              "evidenceIds": [
                "typingmind:typingmind:chatbot-analytics"
              ]
            },
            {
              "id": "breakdowns",
              "question": "Can usage be broken down by group, model, feature and assistant?",
              "support": "supported",
              "answer": "Reporting filters by user, group, model and agent; a complete per-feature cost map was not established.",
              "evidenceIds": [
                "typingmind:typingmind:chatbot-analytics"
              ]
            },
            {
              "id": "export",
              "question": "Can usage data be exported?",
              "support": "partial",
              "answer": "Charts can be downloaded; a complete raw usage ledger export format was not established.",
              "evidenceIds": [
                "typingmind:typingmind:chatbot-analytics"
              ]
            },
            {
              "id": "privacy_modes",
              "question": "Can per-person reporting be limited or pseudonymised?",
              "support": "unknown",
              "answer": "Can per-person reporting be limited or pseudonymised? No pseudonymised reporting mode or enforceable per-person aggregation threshold was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:chatbot-analytics"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Admins can inspect estimated consumption and set token/message limits; monetary budgets are unestablished.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional; API charges billed directly by customer providers",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_visibility",
              "question": "Can admins see cost or consumption per user and group?",
              "support": "partial",
              "answer": "Analytics shows estimated token and character usage per user/group/model/agent. Customer model bills remain external; reconciled currency cost is not established.",
              "evidenceIds": [
                "typingmind:typingmind:chatbot-analytics"
              ]
            },
            {
              "id": "budgets",
              "question": "Can budgets be set per user or group?",
              "support": "partial",
              "answer": "Admins configure reusable token/message/character limits for users/groups and resources, rather than an evidenced currency-denominated budget.",
              "evidenceIds": [
                "typingmind:typingmind:usage-limits"
              ]
            },
            {
              "id": "budget_enforcement",
              "question": "Does reaching a budget alert, block or downgrade?",
              "support": "partial",
              "answer": "Users are shown applicable limits, but hard monetary blocking, alerts, downgrade and in-flight overshoot semantics were not established.",
              "evidenceIds": [
                "typingmind:typingmind:usage-limits"
              ]
            },
            {
              "id": "chargeback",
              "question": "Can costs be exported per cost centre?",
              "support": "unknown",
              "answer": "Can costs be exported per cost centre? No cost-centre chargeback ledger or exact monetary budget-enforcement documentation was retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:chatbot-analytics",
            "typingmind:typingmind:usage-limits"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Optional chat recording exposes prompts and answers to authorized admins with retention and JSON export.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional chat logs; logging must be enabled",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_events",
              "question": "Are admin and security events logged?",
              "support": "unknown",
              "answer": "Are admin and security events logged? No first-party security/admin event catalogue, legal hold or eDiscovery workflow was established.",
              "evidenceIds": []
            },
            {
              "id": "content_logging",
              "question": "Can prompts and answers be retained for compliance, and is it configurable?",
              "support": "supported",
              "answer": "Record all chats is opt-in and off by default; authorized Admin Panel roles can view saved user prompts and model responses.",
              "evidenceIds": [
                "typingmind:typingmind:view-and-export-user-chat-logs",
                "typingmind:typingmind:export-chat-logs",
                "typingmind:typingmind:roles-and-permissions"
              ]
            },
            {
              "id": "siem_export",
              "question": "Can logs stream to a SIEM or be exported?",
              "support": "partial",
              "answer": "An API exports recorded chats as JSON, last 100 matching conversations per request with date filtering. Native SIEM streaming and complete audit-event export were not established.",
              "evidenceIds": [
                "typingmind:typingmind:export-chat-logs"
              ]
            },
            {
              "id": "ediscovery",
              "question": "Are eDiscovery and legal hold supported?",
              "support": "unknown",
              "answer": "Are eDiscovery and legal hold supported? No first-party security/admin event catalogue, legal hold or eDiscovery workflow was established.",
              "evidenceIds": []
            },
            {
              "id": "log_retention",
              "question": "How long are logs kept?",
              "support": "partial",
              "answer": "Admins set chat retention and old records are permanently deleted. A default duration and separate admin/security log retention were not established.",
              "evidenceIds": [
                "typingmind:typingmind:view-and-export-user-chat-logs"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:view-and-export-user-chat-logs",
            "typingmind:typingmind:export-chat-logs",
            "typingmind:typingmind:roles-and-permissions"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:ADM-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: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": "typingmind",
          "claimId": "typingmind:ADM-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Global instructions can govern chat behaviour, but policy acceptance and violation reporting remain unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS global instructions; Professional for group/resource plugin restrictions",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "org_instructions",
              "question": "Can admins set organisation-wide instructions?",
              "support": "supported",
              "answer": "Admins set hidden global system instructions, few-shot examples and post-message reminders across chats and agents.",
              "evidenceIds": [
                "typingmind:typingmind:system-prompts-on-admin-panel"
              ]
            },
            {
              "id": "usage_notice",
              "question": "Can users be required to accept a usage policy?",
              "support": "unknown",
              "answer": "Can users be required to accept a usage policy? No mandatory policy-acceptance record, enforcement-grade content filter or admin policy-hit report was established.",
              "evidenceIds": []
            },
            {
              "id": "content_filters",
              "question": "Are content filters configurable?",
              "support": "partial",
              "answer": "Admins configure model-followed instructions; Professional separately restricts plugin availability by group. Neither establishes deterministic PII/content filtering or a policy-enforcement engine.",
              "evidenceIds": [
                "typingmind:typingmind:system-prompts-on-admin-panel",
                "typingmind:typingmind:restrict-plugin-access",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "violation_reporting",
              "question": "Are policy hits visible to admins?",
              "support": "unknown",
              "answer": "Are policy hits visible to admins? No mandatory policy-acceptance record, enforcement-grade content filter or admin policy-hit report was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:system-prompts-on-admin-panel",
            "typingmind:typingmind:restrict-plugin-access",
            "typingmind:typingmind:r2-plan-matrix"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "EU SaaS storage is optional; inference, tools and support are separate residency questions.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "storage_region",
              "question": "Where are chats, files and indexes stored?",
              "support": "partial",
              "answer": "Teams offers US and opt-in EU instances. The EU guide names Vercel web hosting and AWS database resources; exact file/index/backup components are not fully enumerated.",
              "evidenceIds": [
                "typingmind:typingmind:eu-data-center",
                "typingmind:typingmind:privacy-policy"
              ]
            },
            {
              "id": "inference_region",
              "question": "Where do model calls run, per provider?",
              "support": "supported",
              "answer": "The EU guide explicitly warns model calls may go outside the EU. Customers can choose an EU Azure endpoint or private/local model; this is not an all-provider EU inference promise.",
              "evidenceIds": [
                "typingmind:typingmind:eu-data-center"
              ]
            },
            {
              "id": "backups_logs_region",
              "question": "Where are backups, logs and telemetry?",
              "support": "unknown",
              "answer": "Where are backups, logs and telemetry? Backup, telemetry, support-access country matrix and contractual Swiss-only end-to-end processing were not established.",
              "evidenceIds": []
            },
            {
              "id": "support_access_region",
              "question": "From where can vendor staff access data?",
              "support": "partial",
              "answer": "The DPA identifies the processor at a Da Nang, Vietnam address and requires need-to-know confidentiality; actual operational staff access countries and restrictions were not established.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "swiss_hosting",
              "question": "Is Swiss hosting available?",
              "support": "partial",
              "answer": "Customer self-host can run on operator-selected infrastructure, but no vendor-operated Swiss SaaS region or complete CH-only processing undertaking was established.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "residency_plan",
              "question": "Which plan or option provides residency?",
              "support": "supported",
              "answer": "The EU instance is an account/instance choice for Teams SaaS. Self-host is a separate quoted annual commercial licence, not the personal licence.",
              "evidenceIds": [
                "typingmind:typingmind:eu-data-center",
                "typingmind:typingmind:selfhost"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:eu-data-center",
            "typingmind:typingmind:privacy-policy",
            "typingmind:typingmind:data-processing-agreement",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams offers multitenant SaaS and a separate commercial self-host package; offline operation is not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "multi_tenant_saas",
              "question": "Is a shared SaaS offered?",
              "support": "supported",
              "answer": "The privacy policy explicitly describes Teams as server-stored multitenant SaaS, unlike the default local-storage personal app.",
              "evidenceIds": [
                "typingmind:typingmind:privacy-policy"
              ]
            },
            {
              "id": "dedicated_instance",
              "question": "Is a dedicated single-tenant instance offered, from what size?",
              "support": "partial",
              "answer": "Self-host permits one customer-operated instance with five included users. A separate vendor-operated dedicated SaaS service and its minimum were not established.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost"
              ]
            },
            {
              "id": "customer_cloud",
              "question": "Can it run in the customer's own cloud account, from what size?",
              "support": "supported",
              "answer": "A quoted self-host licence runs the NodeJS service, MySQL, optional PostgreSQL KB and blob store in the customer’s cloud account.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "on_premise",
              "question": "Can the whole platform run on customer infrastructure, from what size?",
              "support": "supported",
              "answer": "The self-host package can run on customer infrastructure with Docker/NodeJS and required databases; five users and one instance are included under the annual quote.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost"
              ]
            },
            {
              "id": "air_gapped",
              "question": "Can it run without internet access?",
              "support": "partial",
              "answer": "The self-host FAQ lists external model requests plus update and licence checks. Private models reduce model egress, while the optional KB guide still requires OpenAI embeddings. A supported air-gapped licence was not established.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "mode_feature_gaps",
              "question": "Which features are missing outside SaaS?",
              "support": "supported",
              "answer": "Self-host releases lag cloud by approximately one to three weeks; optional KB needs additional infrastructure, external OAuth setup and OpenAI embeddings. SLA/dedicated support is a separate paid option.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:setup-external-connectors-for-knowledge-base",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            }
          ],
          "limitations": [
            "Marketing language about data staying on customer infrastructure must be read with model, embedding, licence and update egress requirements."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:privacy-policy",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:setup-external-connectors-for-knowledge-base"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "TypingMind asserts no vendor training; customer provider contracts control training and retention.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "vendor_training",
              "question": "Does the vendor train on customer content?",
              "support": "supported",
              "answer": "The published policy says TypingMind does not use conversations for AI training. This is a vendor policy assertion, not an independently verified contract-wide audit.",
              "evidenceIds": [
                "typingmind:typingmind:data-usage-and-model-training-policy"
              ]
            },
            {
              "id": "provider_training",
              "question": "Do model providers train on it under this product's contracts?",
              "support": "partial",
              "answer": "Teams uses customer provider keys and direct customer provider contracts. The policy summarizes provider-specific training defaults; this pass did not verify every provider contract or free/paid API variant.",
              "evidenceIds": [
                "typingmind:typingmind:set-up-api-keys",
                "typingmind:typingmind:data-usage-and-model-training-policy"
              ]
            },
            {
              "id": "provider_retention",
              "question": "How long do model providers keep prompts, including for abuse monitoring?",
              "support": "partial",
              "answer": "The policy discusses provider-dependent abuse monitoring, retention and paid/unpaid distinctions; no uniform current retention duration applies to every customer-selected route.",
              "evidenceIds": [
                "typingmind:typingmind:data-usage-and-model-training-policy"
              ]
            },
            {
              "id": "zero_retention",
              "question": "Is zero data retention available, and on which plan?",
              "support": "partial",
              "answer": "A customer may select a provider/endpoint with suitable terms, but no TypingMind-wide ZDR entitlement, plan or complete exception matrix was established.",
              "evidenceIds": [
                "typingmind:typingmind:data-usage-and-model-training-policy",
                "typingmind:typingmind:eu-data-center"
              ]
            },
            {
              "id": "human_review",
              "question": "Can provider staff review content?",
              "support": "partial",
              "answer": "TypingMind’s provider summary says OpenAI authorized employees may review API data for abuse/legal compliance. Its Gemini section distinguishes paid no-training from unpaid improvement use and says human reviewers may read/annotate/process inputs and outputs for quality improvement. These are qualified vendor summaries, not verified terms for every customer paid/unpaid endpoint, ZDR approval or actual account.",
              "evidenceIds": [
                "typingmind:typingmind:data-usage-and-model-training-policy"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:data-usage-and-model-training-policy",
            "typingmind:typingmind:set-up-api-keys",
            "typingmind:typingmind:eu-data-center"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Admins control recorded chat retention; termination deletion/return is contractual without a fixed public completion window.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional for admin chat recording/retention; general service privacy/DPA rights separate from personal/local history",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "default_retention",
              "question": "What is retained and for how long by default?",
              "support": "partial",
              "answer": "Professional admin chat recording is off by default; that is separate from user-visible history and personal browser storage. The privacy policy separately mentions90-day unpaid-account inactivity deletion with warning; a paid Teams history lifetime is not specified.",
              "evidenceIds": [
                "typingmind:typingmind:export-chat-logs",
                "typingmind:typingmind:privacy-policy",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "admin_retention",
              "question": "Can admins set retention periods?",
              "support": "supported",
              "answer": "Professional chat-log settings set recorded-chat retention, with permanent deletion of older records. No personal/local or backup deletion interval is inferred.",
              "evidenceIds": [
                "typingmind:typingmind:view-and-export-user-chat-logs",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "user_deletion",
              "question": "Can users delete their chats and files permanently?",
              "support": "partial",
              "answer": "The privacy policy provides data-erasure rights; immediate permanent deletion across Teams files, backups and logs by the user UI was not established.",
              "evidenceIds": [
                "typingmind:typingmind:privacy-policy"
              ]
            },
            {
              "id": "contract_end_deletion",
              "question": "What is deleted at contract end, and when?",
              "support": "partial",
              "answer": "The DPA permits customer-choice deletion or return and certification on request, subject to legal retention; a fixed completion deadline and self-serve export window are not specified.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:export-chat-logs",
            "typingmind:typingmind:privacy-policy",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:view-and-export-user-chat-logs",
            "typingmind:typingmind:data-processing-agreement"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A public DPA lists processors and transfer measures; vendor legal jurisdiction differs from hosting region.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "subprocessor_list",
              "question": "Is a dated sub-processor list published?",
              "support": "partial",
              "answer": "DPA Appendix II publishes a subprocessor list; no standalone dated list revision was visible in the retrieved document.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "subprocessor_countries",
              "question": "Which countries do sub-processors operate in?",
              "support": "supported",
              "answer": "The list includes AWS US/Germany, Render US, Vercel US/EU, US services including Sentry/Axiom/Customer.io/Stripe/HelpScout/Mailgun and Paddle US/UK. EU storage does not remove these separate vendor paths.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "change_notification",
              "question": "Are customers notified of sub-processor changes?",
              "support": "supported",
              "answer": "DPA 7.8 says the processor will endeavor to give 30 days’ notice of additions/replacements, with 15 days for objections; preserve the qualified notice wording.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "parent_jurisdiction",
              "question": "Which jurisdiction governs the vendor and its parent?",
              "support": "partial",
              "answer": "Terms identify Typing Technology Co Ltd with Singapore governing law; the DPA gives a Vietnam processor address. Parent ownership/jurisdiction and actual staff locations were not independently established.",
              "evidenceIds": [
                "typingmind:typingmind:terms-of-service",
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "transfer_mechanism",
              "question": "Which transfer mechanism applies to non-EU/CH processing?",
              "support": "supported",
              "answer": "DPA 7.9 and its SCC appendix provide EU transfer safeguards, subject to actual processing configuration; a Swiss-specific addendum was not established.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "government_access_policy",
              "question": "Is there a published government-access or transparency policy?",
              "support": "partial",
              "answer": "The privacy policy allows disclosures for authorized legal requests; no separate transparency report or detailed government-request policy was retrieved.",
              "evidenceIds": [
                "typingmind:typingmind:privacy-policy"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:data-processing-agreement",
            "typingmind:typingmind:terms-of-service",
            "typingmind:typingmind:privacy-policy"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A public GDPR DPA and Singapore-law business terms are available; Swiss and sector-specific undertakings remain gaps.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "dpa",
              "question": "Is a DPA available, and is it negotiable?",
              "support": "partial",
              "answer": "A public fillable GDPR Article 28 DPA names the processor, security measures and SCCs. Whether bespoke negotiation is available was not established.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "revdsg_gdpr",
              "question": "Does the DPA cover revDSG and GDPR?",
              "support": "partial",
              "answer": "The DPA expressly addresses GDPR and SCCs; explicit revised Swiss FADP/revDSG coverage was not established.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "governing_law",
              "question": "Which law and court govern the contract?",
              "support": "supported",
              "answer": "The September 17, 2026 Terms use Singapore law, with SIAC English-language business arbitration; the DPA SCC appendix separately uses EU exporter-state law/forum where applicable.",
              "evidenceIds": [
                "typingmind:typingmind:terms-of-service",
                "typingmind:typingmind:data-processing-agreement"
              ]
            },
            {
              "id": "ai_act_materials",
              "question": "Is EU AI Act documentation provided?",
              "support": "unknown",
              "answer": "Is EU AI Act documentation provided? No EU AI Act compliance package, FINMA outsourcing materials or dedicated professional-secrecy agreement was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "sector_materials",
              "question": "Are FINMA or other sector materials provided?",
              "support": "unknown",
              "answer": "Are FINMA or other sector materials provided? No EU AI Act compliance package, FINMA outsourcing materials or dedicated professional-secrecy agreement was retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:data-processing-agreement",
            "typingmind:typingmind:terms-of-service"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The self-host page claims SOC 2 Type II. A report with auditor, period and covered-service scope was not retrieved, and other attestations remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-selfhost"
            ],
            "version": "Public self-host page retrieved 2026-10-26; no certificate verified",
            "plan": "Commercial Teams self-host marketing assurance claim; no customer report or SaaS certificate scope inferred",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "iso_27001",
              "question": "ISO 27001 with scope and validity?",
              "support": "unknown",
              "answer": "ISO 27001 with scope and validity? Trust Center access returned HTTP 403. The retrieved DPA security appendix is not an ISO/SOC/C5 certificate. Issuer, service scope, validity/report period, report-access process and independent penetration-test summary were not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "soc2",
              "question": "SOC 2 type, period and covered service?",
              "support": "partial",
              "answer": "The vendor advertises SOC 2 Type II on the Teams self-host page. Auditor, report period, covered entity/service and applicability to a customer-operated deployment are unverified.",
              "evidenceIds": [
                "typingmind:typingmind:r4-soc2-selfhost-claim"
              ]
            },
            {
              "id": "c5",
              "question": "BSI C5 attestation?",
              "support": "unknown",
              "answer": "BSI C5 attestation? Trust Center access returned HTTP 403. The retrieved DPA security appendix is not an ISO/SOC/C5 certificate. Issuer, service scope, validity/report period, report-access process and independent penetration-test summary were not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "other_certifications",
              "question": "Which other certificates (27701, 42001, TISAX)?",
              "support": "unknown",
              "answer": "Which other certificates (27701, 42001, TISAX)? Trust Center access returned HTTP 403. The retrieved DPA security appendix is not an ISO/SOC/C5 certificate. Issuer, service scope, validity/report period, report-access process and independent penetration-test summary were not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "report_access",
              "question": "How can customers obtain reports?",
              "support": "unknown",
              "answer": "How can customers obtain reports? Trust Center access returned HTTP 403. The retrieved DPA security appendix is not an ISO/SOC/C5 certificate. Issuer, service scope, validity/report period, report-access process and independent penetration-test summary were not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "pentest",
              "question": "Are independent penetration test summaries available?",
              "support": "unknown",
              "answer": "Are independent penetration test summaries available? Trust Center access returned HTTP 403. The retrieved DPA security appendix is not an ISO/SOC/C5 certificate. Issuer, service scope, validity/report period, report-access process and independent penetration-test summary were not retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Vendor assertion only. No independently verified report, certificate scope or validity was accessed; trust.typingmind.com returned HTTP 403."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "typingmind:typingmind:r4-soc2-selfhost-claim"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Encryption and private self-host infrastructure are documented without a SaaS customer-key guarantee.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost",
              "personal"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS US/EU storage; separately quoted annual Teams self-host network controls; personal local-key claims explicitly separate",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              },
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "encryption_at_rest",
              "question": "Is data encrypted at rest?",
              "support": "partial",
              "answer": "The EU guide says stored information is encrypted; exact cipher, key ownership and component coverage were not established. Personal optional cloud encryption is a different surface.",
              "evidenceIds": [
                "typingmind:typingmind:eu-data-center",
                "typingmind:typingmind:privacy-policy"
              ]
            },
            {
              "id": "customer_managed_keys",
              "question": "Can the customer manage or hold the keys?",
              "support": "unknown",
              "answer": "Can the customer manage or hold the keys? No Teams SaaS customer-managed/held encryption-key option or complete private-connectivity configuration was established.",
              "evidenceIds": []
            },
            {
              "id": "private_networking",
              "question": "Is private connectivity or IP restriction available?",
              "support": "partial",
              "answer": "Self-host permits customer network placement; localhost/private custom endpoints require ALLOW_UNSAFE_USER_ENDPOINTS. SaaS private links, IP allowlisting and private model routing were not established.",
              "evidenceIds": [
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "tenant_isolation",
              "question": "How are customers separated in shared SaaS?",
              "support": "partial",
              "answer": "The privacy policy calls Teams multitenant; logical isolation implementation and independent tenant-boundary testing were not established.",
              "evidenceIds": [
                "typingmind:typingmind:privacy-policy"
              ]
            }
          ],
          "limitations": [
            "Teams OpenAI route: server requests using centrally configured admin keys. Personal direct-browser/local-key assertions are not inherited by Teams.",
            "The generic policy versus Teams FAQ scope discrepancy remains visible pending policy clarification."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:eu-data-center",
            "typingmind:typingmind:privacy-policy",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:r2-teams-server-route"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:DATA-09",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "General GDPR confidentiality and configurable admin/model access are documented; a specific §203 or Art321 undertaking is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS Professional chat governance and separately quoted self-host licence; ordinary public DPA",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US/EU SaaS or customer self-host placement; customer provider contracts separate",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "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": "DPA7.4(c) limits personnel access and requires confidentiality/statutory duties. No signed/signon §203 StGB or Art321 StGB professional-secrecy undertaking was retrieved; ordinary GDPR confidentiality is not treated as that agreement.",
              "evidenceIds": []
            },
            {
              "id": "subprocessor_coverage",
              "question": "Does the undertaking extend to its sub-processors, and is that documented?",
              "support": "unknown",
              "answer": "DPA7.8(d)-(e) requires substantially equivalent data-protection obligations and allows a redacted subprocessor agreement on request. A dedicated professional-secrecy undertaking flowing to subprocessors was not established.",
              "evidenceIds": []
            },
            {
              "id": "secrecy_offering",
              "question": "Is it a dedicated offering or add-on, and on which plan?",
              "support": "unknown",
              "answer": "No specific professional-secrecy package/add-on or SaaS/self-host plan entitlement was established. Customer-operated infrastructure and the commercial self-host licence do not by themselves prove that undertaking.",
              "evidenceIds": []
            },
            {
              "id": "content_access",
              "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?",
              "support": "partial",
              "answer": "SaaS authorized personnel may access data only as needed under the DPA; customer admins with chat-log permission may inspect recorded prompts/answers when logging is enabled. Selected customer API providers process content; self-host placement changes operator access but model/embedding/blob routes remain relevant. A complete plaintext support/subprocessor/provider human-access matrix was not retrieved.",
              "evidenceIds": [
                "typingmind:typingmind:dpa-confidentiality",
                "typingmind:typingmind:view-and-export-user-chat-logs",
                "typingmind:typingmind:roles-and-permissions",
                "typingmind:typingmind:set-up-api-keys",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct"
              ]
            },
            {
              "id": "secrecy_documentation",
              "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?",
              "support": "unknown",
              "answer": "Public DPA, security appendix, processor list and self-host data-flow guides were retrieved. Targeted first-party search did not establish a professional-secrecy contract template, DE/CH-specific data-flow addendum or professional-body guidance.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "DPA confidentiality, direct provider contracts and self-host placement alone do not establish professional-secrecy suitability.",
            "No legal suitability or compliance conclusion."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:dpa-confidentiality",
            "typingmind:typingmind:view-and-export-user-chat-logs",
            "typingmind:typingmind:roles-and-permissions",
            "typingmind:typingmind:set-up-api-keys",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams subscriptions, personal one-time licences and self-host annual quotes are separate cost structures.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost",
              "personal"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams SaaS Starter/Growth/Professional/quoted Business; separate annual Teams self-host quote; personal Standard/Extended/Premium one-time licences and separate bulk pack",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              },
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "pricing_unit",
              "question": "What is the pricing unit?",
              "support": "supported",
              "answer": "Teams SaaS uses recurring instance/seats billing; commercial Teams self-host is an annual quoted licence per instance. Personal one-time licences, including the separate shareable bulk pack, do not establish a Teams administration entitlement.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:cloud-host-vs-self-host",
                "typingmind:typingmind:r2-personal-bulk-licence"
              ]
            },
            {
              "id": "list_prices",
              "question": "What are list prices per plan, with date and currency?",
              "support": "supported",
              "answer": "As retrieved October 21, annual-selected landing cards display USD83/166/249 per month Starter/Growth/Professional (Professional crossed-out USD499). The documentation’s monthly table lists USD99/199/299 plus USD8/additional user/month. Business starts USD18,700/year by quote; conditional “as low as USD4/user/month” is not a universal rate.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:compare-typingmind-team-plans"
              ]
            },
            {
              "id": "included_usage",
              "question": "What usage is included?",
              "support": "supported",
              "answer": "All SaaS tiers include five users and unlimited configured models/agents/plugins/prompts, excluding provider API usage. One million KB training characters belongs to the Growth/Professional RAG guide, still labeled Early Access; no Starter KB allowance is inferred.",
              "evidenceIds": [
                "typingmind:typingmind:r2-plan-matrix",
                "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team"
              ]
            },
            {
              "id": "add_ons",
              "question": "Which features cost extra?",
              "support": "supported",
              "answer": "Additional seats, KB character capacity, model APIs and third-party plugin services are separate; self-host SLA/dedicated support is an add-on.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:deep-research"
              ]
            },
            {
              "id": "overage",
              "question": "What do usage beyond limits and premium models cost?",
              "support": "partial",
              "answer": "Model usage is billed by the customer’s chosen provider. No unified TypingMind premium-model tariff applies; extra KB capacity and Business/self-host scope require current checkout or quote.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:set-up-api-keys"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:cloud-host-vs-self-host",
            "typingmind:typingmind:r2-personal-bulk-licence",
            "typingmind:typingmind:compare-typingmind-team-plans",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:deep-research",
            "typingmind:typingmind:set-up-api-keys"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A conditional Professional monthly licence-plus-BYOK floor is calculable; Business and self-host totals remain unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Conditional documented Professional monthly list route; not a large-scale quote",
            "addOns": [
              "Model usage proxy; other add-ons unknown"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_200",
              "question": "Year-one cost at 200 users?",
              "support": "partial",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: 12 months ex VAT, 60% light100/30% regular400/10% power1500 messages per user/month, hence330; 3000 input+600 output tokens/message. Conditional undiscounted Teams Professional monthly route USD299 + USD8*(N−5) monthly, not the annual promotion or a Business quote. Direct-provider BYOK proxy gpt-6-luna, reasoning effort none, Standard short context USD0.10 input/USD0.50 output per million; no cache => USD2.376/user/year. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD/EUR divide1.1215, EUR/CHF multiply0.9237. For200 users: licence USD22,308 + model proxy USD475.20 = from USD22,783.20 / EUR20,314.94 / CHF18,764.91 + unknown components. Not a 200-seat quote.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans",
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:openai-price",
                "typingmind:typingmind:openai-model",
                "typingmind:typingmind:fx"
              ]
            },
            {
              "id": "cost_1000",
              "question": "Year-one cost at 1,000 users?",
              "support": "partial",
              "answer": "Same assumptions:1000 users licence USD99,108 + model USD2,376 = from USD101,484 / EUR90,489.52 / CHF83,585.17 + unknown components. Scale entitlement and negotiated Business alternative unverified.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans",
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:openai-price",
                "typingmind:typingmind:openai-model",
                "typingmind:typingmind:fx"
              ]
            },
            {
              "id": "cost_5000",
              "question": "Year-one cost at 5,000 users?",
              "support": "partial",
              "answer": "Same assumptions:5000 users licence USD483,108 + model USD11,880 = from USD494,988 / EUR441,362.46 / CHF407,686.51 + unknown components. Scale entitlement and Business alternative unverified.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans",
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:openai-price",
                "typingmind:typingmind:openai-model",
                "typingmind:typingmind:fx"
              ]
            },
            {
              "id": "variable_share",
              "question": "Which part depends on usage?",
              "support": "supported",
              "answer": "The disclosed model proxy contributes USD2.376/user/year. Actual provider model mix, tools, images, audio, embeddings, cached/context tokens and regional API uplifts change usage. This proxy is a comparison assumption, not a vendor default or invoice.",
              "evidenceIds": [
                "typingmind:typingmind:set-up-api-keys",
                "typingmind:typingmind:openai-price",
                "typingmind:typingmind:openai-model"
              ]
            },
            {
              "id": "unknown_parts",
              "question": "Which costs could not be priced?",
              "support": "supported",
              "answer": "Unknown: large-scale SaaS entitlement/Business quote, current checkout promotion terms, extra KB capacity, connectors/search/plugin bills, embeddings, support/implementation and optional regional processing uplift. Self-host annual commercial licence/support quote plus MySQL, optional PostgreSQL/blob/network infrastructure and operator effort are unpriced; no zero-licence OSS assumption applies.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:get-started-with-self-host-installation-instruct",
                "typingmind:typingmind:deep-research"
              ]
            }
          ],
          "limitations": [
            "Known price floor plus explicitly unpriced parts; no complete year-one TCO or negotiated price claim."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:compare-typingmind-team-plans",
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:openai-price",
            "typingmind:typingmind:openai-model",
            "typingmind:typingmind:fx",
            "typingmind:typingmind:set-up-api-keys",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:get-started-with-self-host-installation-instruct",
            "typingmind:typingmind:deep-research"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Teams SaaS has a self-serve trial; self-host evaluation is a separate sales-gated route.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "TypingMind Teams SaaS; Starter, Growth and Professional prerequisites stated per answer; Business quote not obtained",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "free_tier",
              "question": "Is there a free tier for business use?",
              "support": "partial",
              "answer": "The cloud offer advertises a time-limited trial rather than a documented permanent free business tier. Personal free-use rights do not supply Teams governance.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:typingmind-vs-typingmind-team"
              ]
            },
            {
              "id": "self_serve_trial",
              "question": "Is a self-serve business trial available?",
              "support": "supported",
              "answer": "The cloud-vs-self-host comparison offers a 14-day self-serve cloud trial with no upfront payment.",
              "evidenceIds": [
                "typingmind:typingmind:cloud-host-vs-self-host"
              ]
            },
            {
              "id": "trial_scope",
              "question": "Do trials include SSO, connectors and admin features?",
              "support": "partial",
              "answer": "The trial provides cloud evaluation; exact trial entitlements for SSO, SCIM, connectors and API quotas were not independently established.",
              "evidenceIds": [
                "typingmind:typingmind:cloud-host-vs-self-host"
              ]
            },
            {
              "id": "sales_gate",
              "question": "Does meaningful evaluation require sales contact?",
              "support": "supported",
              "answer": "Cloud starts self-serve; Business and annual self-host require a quote, and self-host has no free trial.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:cloud-host-vs-self-host"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:typingmind-vs-typingmind-team",
            "typingmind:typingmind:cloud-host-vs-self-host",
            "typingmind:typingmind:selfhost"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Cloud supports monthly/annual subscriptions; self-host is annual and commercial.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Starter/Growth/Professional monthly or annual SaaS; quoted Business and separate annual commercial Teams self-host",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "minimum_commitment",
              "question": "What seat or spend minimum applies?",
              "support": "supported",
              "answer": "Cloud plan cards and self-host licence include five users. Business advertises a USD18,700/year starting quote; no all-scenario minimum was established.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:selfhost"
              ]
            },
            {
              "id": "contract_length",
              "question": "What contract lengths are offered?",
              "support": "supported",
              "answer": "Cloud-host vs Self-host explicitly describes monthly SaaS and annual quoted self-host subscriptions; the current SaaS landing also offers annual billing. Teams Terms specify renewal of the agreed term.",
              "evidenceIds": [
                "typingmind:typingmind:cloud-host-vs-self-host",
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:terms-of-service"
              ]
            },
            {
              "id": "cancellation",
              "question": "How can the contract be cancelled or reduced?",
              "support": "partial",
              "answer": "Cloud billing settings manage subscriptions; Terms make fixed-term Teams/self-host fees generally nonrefundable. Exact mid-term seat-reduction proration and notice deadline were not established.",
              "evidenceIds": [
                "typingmind:typingmind:manage-your-subscription",
                "typingmind:typingmind:terms-of-service"
              ]
            },
            {
              "id": "local_invoicing",
              "question": "Can it be invoiced in CHF or EUR from a European entity?",
              "support": "unknown",
              "answer": "Can it be invoiced in CHF or EUR from a European entity? CHF/EUR invoicing from a European entity, tax handling and bespoke contract negotiation were not established.",
              "evidenceIds": []
            },
            {
              "id": "transparency_class",
              "question": "Is pricing transparent, partial, quote-only or unknown?",
              "support": "supported",
              "answer": "Partial: public small-plan SaaS seat pricing with separate API bills, quote-only Business and self-host, and unpriced optional support/knowledge services.",
              "evidenceIds": [
                "typingmind:typingmind:pricing",
                "typingmind:typingmind:selfhost"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:cloud-host-vs-self-host",
            "typingmind:typingmind:terms-of-service",
            "typingmind:typingmind:manage-your-subscription"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "TypingMind is commercial proprietary software; self-host access is not an open-source licence.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "personal",
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Commercial personal licence, separate bulk pack, Teams SaaS Starter/Growth/Professional and separate commercial Teams self-host licence; personal user/device allowance unverified",
            "addOns": [
              "Customer-paid model APIs; optional knowledge-base capacity and third-party plugin services"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              },
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "licence_type",
              "question": "Which licence applies to each component?",
              "support": "supported",
              "answer": "The personal app and Teams operate under commercial Terms/EULA. Self-host provides compiled/minified code in a private repository with no analysis, modification, resale, sharing or redistribution rights; white-box review is by arrangement.",
              "evidenceIds": [
                "typingmind:typingmind:end-user-license-agreement",
                "typingmind:typingmind:terms-of-service",
                "typingmind:typingmind:selfhost"
              ]
            },
            {
              "id": "branding_restrictions",
              "question": "Do licence terms restrict branding or user counts?",
              "support": "partial",
              "answer": "Teams SaaS provides custom branding; the separate commercial Teams self-host licence includes one instance with five seats. Personal user/device allowance remains unknown because the generic five-device-or-user comparison conflicts with the one-user Terms. The separate bulk pack does not establish the default personal allowance.",
              "evidenceIds": [
                "typingmind:typingmind:custom-branding",
                "typingmind:typingmind:r2-plan-matrix",
                "typingmind:typingmind:selfhost",
                "typingmind:typingmind:terms-of-service",
                "typingmind:typingmind:r2-personal-bulk-licence"
              ]
            },
            {
              "id": "enterprise_features_closed",
              "question": "Are enterprise features in a separate closed edition?",
              "support": "supported",
              "answer": "Teams administration is part of the commercial service; SSO/SCIM, analytics, roles, logs and API are in Professional rather than an open-source core edition.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans"
              ]
            }
          ],
          "limitations": [
            "The personal user/device allowance is unknown. No five-user or one-user allowance is published as a reconciled finding; Teams and annual self-host seat rights remain separate."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:end-user-license-agreement",
            "typingmind:typingmind:terms-of-service",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:custom-branding",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:r2-personal-bulk-licence",
            "typingmind:typingmind:compare-typingmind-team-plans"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Recorded Teams chats have a JSON API export; generic app exports do not prove full organizational portability.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-api",
              "teams-saas",
              "personal"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Professional recorded-chat API/export; separate personal app JSON backups (feature licence gate not mapped)",
            "addOns": [
              "Professional chat recording enabled before export; authorized API key"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-api",
                "name": "TypingMind Teams REST API",
                "type": "api"
              },
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "personal",
                "name": "TypingMind personal browser app and PWA",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_export",
              "question": "Can admins export all chats?",
              "support": "partial",
              "answer": "Professional includes chat logs/data export and API integration. Authorized admins export recorded conversation JSON via the API, last100 matching conversations/request plus date filters; complete tenant history and pagination were not tested.",
              "evidenceIds": [
                "typingmind:typingmind:export-chat-logs",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "assistant_export",
              "question": "Can assistants and prompts be exported in a reusable format?",
              "support": "partial",
              "answer": "The personal-app backup guide exports user agents, prompts/plugins/model settings as JSON. That is not evidence of bulk centrally managed Teams asset export; its personal feature gate is not mapped here.",
              "evidenceIds": [
                "typingmind:typingmind:export-import-data"
              ]
            },
            {
              "id": "knowledge_export",
              "question": "Can knowledge bases and their sources be exported?",
              "support": "unknown",
              "answer": "Can knowledge bases and their sources be exported? A bulk reusable organization KB/source export and complete centrally managed agent/prompt export were not established.",
              "evidenceIds": []
            },
            {
              "id": "export_format",
              "question": "Are formats documented and machine-readable?",
              "support": "supported",
              "answer": "Professional recorded-chat API responses are JSON; the separate personal backup/import also uses JSON. Formats do not establish complete organization portability.",
              "evidenceIds": [
                "typingmind:typingmind:export-chat-logs",
                "typingmind:typingmind:export-import-data",
                "typingmind:typingmind:r2-plan-matrix"
              ]
            },
            {
              "id": "post_termination_window",
              "question": "How long can data be retrieved after termination?",
              "support": "partial",
              "answer": "The DPA allows deletion/return at termination but does not publish a fixed retrieval grace period. Terms allow content deletion after termination.",
              "evidenceIds": [
                "typingmind:typingmind:data-processing-agreement",
                "typingmind:typingmind:terms-of-service"
              ]
            }
          ],
          "limitations": [
            "Documented findings only; unestablished atomic questions remain explicit gaps."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:export-chat-logs",
            "typingmind:typingmind:r2-plan-matrix",
            "typingmind:typingmind:export-import-data",
            "typingmind:typingmind:data-processing-agreement",
            "typingmind:typingmind:terms-of-service"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Email support is documented; self-host SLA is optional and public incident data was inaccessible.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Starter/Growth/Professional public email support/material; separate quoted annual Teams self-host Enterprise Support add-on",
            "addOns": [
              "Commercial Teams self-host Enterprise Support (SLA/SLO/dedicated queue), separately quoted"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "support_channels",
              "question": "Which support channels are available on each plan?",
              "support": "supported",
              "answer": "Cloud plan comparison lists email support. Self-host dedicated support/SLA is a separate option; exact Business response targets were not established.",
              "evidenceIds": [
                "typingmind:typingmind:compare-typingmind-team-plans",
                "typingmind:typingmind:selfhost"
              ]
            },
            {
              "id": "support_languages",
              "question": "Is support available in German, French or Italian?",
              "support": "unknown",
              "answer": "Is support available in German, French or Italian? No German/French/Italian support commitment, DACH/Swiss support entity or public credit-bearing SLA terms were retrieved.",
              "evidenceIds": []
            },
            {
              "id": "regional_presence",
              "question": "Is there a DACH or Swiss entity, team or partner?",
              "support": "unknown",
              "answer": "Is there a DACH or Swiss entity, team or partner? No German/French/Italian support commitment, DACH/Swiss support entity or public credit-bearing SLA terms were retrieved.",
              "evidenceIds": []
            },
            {
              "id": "uptime_sla",
              "question": "Is there an uptime SLA with credits?",
              "support": "partial",
              "answer": "Self-host marketing offers a paid SLA/SLO/dedicated-support add-on; a public uptime percentage, credit schedule or standard SaaS SLA was not retrieved.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost"
              ]
            },
            {
              "id": "status_page",
              "question": "Is there a public status page with history?",
              "support": "partial",
              "answer": "A public status site loads but returned an error fetching status data in this pass, so history and measured availability are unknown.",
              "evidenceIds": [
                "typingmind:typingmind:status"
              ]
            }
          ],
          "limitations": [
            "Self-host support package is distinct from SaaS support/onboarding; no public numerical uptime/credit or adoption-service tariff established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:compare-typingmind-team-plans",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:status",
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:cloud-host-vs-self-host"
          ]
        },
        {
          "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": "typingmind",
          "claimId": "typingmind:VEN-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public setup guides and role examples exist; managed adoption services are not fully specified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "teams-saas",
              "teams-selfhost"
            ],
            "version": "Public documentation and changelog retrieved 2026-10-21; no deployed tenant observed",
            "plan": "Teams Starter/Growth/Professional public email support/material; separate quoted annual Teams self-host Enterprise Support add-on",
            "addOns": [
              "Commercial Teams self-host Enterprise Support (SLA/SLO/dedicated queue), separately quoted"
            ],
            "deploymentMode": null,
            "region": "US or opt-in EU SaaS storage; inference and tools depend on customer-selected providers",
            "os": [],
            "surfaces": [
              {
                "id": "teams-saas",
                "name": "TypingMind Teams SaaS chat and Admin Panel",
                "type": "web-app"
              },
              {
                "id": "teams-selfhost",
                "name": "Commercial self-hosted TypingMind Teams server",
                "type": "self-hosted-server"
              }
            ]
          },
          "questions": [
            {
              "id": "onboarding_service",
              "question": "Is guided onboarding included?",
              "support": "unknown",
              "answer": "Is guided onboarding included? No included guided-onboarding scope, multilingual training commitment or champion/adoption programme was established.",
              "evidenceIds": []
            },
            {
              "id": "user_training",
              "question": "Is end-user training offered, in which languages?",
              "support": "partial",
              "answer": "Public documentation teaches setup, use, agents and workflows. A contracted live user-training service and languages were not established.",
              "evidenceIds": [
                "typingmind:typingmind:typingmind-vs-typingmind-team",
                "typingmind:typingmind:overview"
              ]
            },
            {
              "id": "use_case_library",
              "question": "Are role-based use cases and templates provided?",
              "support": "supported",
              "answer": "The documentation provides marketing ad creation, meeting-summary and business automation examples and role/permission examples.",
              "evidenceIds": [
                "typingmind:typingmind:ad-creative-generator",
                "typingmind:typingmind:meeting-summarizer",
                "typingmind:typingmind:overview",
                "typingmind:typingmind:roles-and-permissions"
              ]
            },
            {
              "id": "adoption_programme",
              "question": "Is there a champion or adoption programme?",
              "support": "unknown",
              "answer": "Is there a champion or adoption programme? No included guided-onboarding scope, multilingual training commitment or champion/adoption programme was established.",
              "evidenceIds": []
            },
            {
              "id": "service_cost",
              "question": "Which services cost extra?",
              "support": "partial",
              "answer": "Self-host dedicated support/SLA is an optional extra; onboarding/training/adoption-program prices were not established.",
              "evidenceIds": [
                "typingmind:typingmind:selfhost"
              ]
            }
          ],
          "limitations": [
            "Self-host support package is distinct from SaaS support/onboarding; no public numerical uptime/credit or adoption-service tariff established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "typingmind:typingmind:typingmind-vs-typingmind-team",
            "typingmind:typingmind:overview",
            "typingmind:typingmind:ad-creative-generator",
            "typingmind:typingmind:meeting-summarizer",
            "typingmind:typingmind:roles-and-permissions",
            "typingmind:typingmind:selfhost",
            "typingmind:typingmind:pricing",
            "typingmind:typingmind:cloud-host-vs-self-host"
          ]
        },
        {
          "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": "typingmind:typingmind:set-up-api-keys",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/getting-started/set-up-api-keys.md",
      "title": "Set up API Keys",
      "locator": "Set up API Keys",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Teams admins preset customer provider keys; end users cannot enter their own key in the chat interface."
    },
    {
      "id": "typingmind:typingmind:manage-ai-models",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/manage-and-connect-ai-models/manage-ai-models.md",
      "title": "Manage AI Models",
      "locator": "Manage AI Models",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The app has a per-chat model selector and configurable model endpoints; provider examples are not a complete current catalogue."
    },
    {
      "id": "typingmind:typingmind:release",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://feedback.typingmind.com/changelog/",
      "title": "TypingMind changelog",
      "locator": "2026-10-14 Memory for Teams and new models; 2026-10-13 Toolbox; 2026-10-02 image editing",
      "sourceDate": "2026-10-14",
      "retrievedAt": "2026-10-21",
      "finding": "Dated releases include Teams memory administration, new models, browser-local code and office outputs, and GPT Image editing."
    },
    {
      "id": "typingmind:typingmind:restrict-model-access",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/restrict-model-access.md",
      "title": "Restrict Model access",
      "locator": "Restrict Model access",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Teams admins restrict available models by user group."
    },
    {
      "id": "typingmind:typingmind:chat-with-documents",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/upload-and-chat-with-files/chat-with-documents.md",
      "title": "Chat with documents",
      "locator": "Chat with documents",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Uploads accept PDF, Markdown, CSV, XLSX, TXT, DOCX, JSON and HTML, with document text added as chat context."
    },
    {
      "id": "typingmind:typingmind:voice",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/voice-input",
      "title": "Voice input",
      "locator": "Transcription models and Teams configuration",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Browser speech recognition or customer OpenAI, Groq and Azure transcription keys enable dictation; uploaded Whisper recordings have a 25MB limit."
    },
    {
      "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": "typingmind:typingmind:azure-openai",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/manage-and-connect-ai-models/azure-openai.md",
      "title": "Azure OpenAI",
      "locator": "Azure OpenAI",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A customer Azure OpenAI endpoint and deployment can be configured."
    },
    {
      "id": "typingmind:typingmind:pricing",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://custom.typingmind.com/pricing",
      "title": "TypingMind Teams pricing",
      "locator": "Annual selector, plan cards, Add-ons and Business card",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Annual selected prices display USD83/166/249 per month for Starter/Growth/Professional, five users, USD8 extra seats; Business starts USD18,700/year."
    },
    {
      "id": "typingmind:typingmind:get-started-with-self-host-installation-instruct",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/self-host-guides/get-started-with-self-host-installation-instruct.md",
      "title": "Self-host installation instructions",
      "locator": "Self-host installation instructions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A NodeJS service needs MySQL 8, optional PostgreSQL 16 pgvector KB, OpenAI embeddings and S3-compatible blobs; private endpoints are blocked by default."
    },
    {
      "id": "typingmind:typingmind:toolbox",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/plugins/toolbox",
      "title": "Toolbox",
      "locator": "Local execution, network control and file capabilities",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A free built-in plugin executes Python and JavaScript locally in the browser with network disabled by default and creates Office/PDF files and charts."
    },
    {
      "id": "typingmind:typingmind:r2-teams-custom-models",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/getting-started/set-up-api-keys.md",
      "title": "Teams API Keys Setup",
      "locator": "Use with other models; Add Custom Model in Admin Panel",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Teams-specific instructions name Azure OpenAI, Hugging Face and Ollama custom-model setup in the Admin Panel; this is distinct from personal local-server guides."
    },
    {
      "id": "typingmind:typingmind:r2-plan-matrix",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/getting-started/compare-typingmind-team-plans.md",
      "title": "Compare Teams Plans",
      "locator": "Full Feature Comparison",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "All SaaS tiers list custom models and shared resources; Growth adds RAG/projects; Professional adds roles, restrictions, logs and external API integration."
    },
    {
      "id": "typingmind:typingmind:r3-custom-admin-bedrock",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/manage-and-connect-ai-models/aws-bedrock-anthropic",
      "title": "AWS Bedrock Anthropic",
      "locator": "Custom Admin restriction and steps 2-4, including custom.typingmind.com/manage",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The Custom Admin route configures Claude via Bedrock with customer AWS access/secret keys, region and approved model access; current model and commercial tier coverage are not enumerated."
    },
    {
      "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": "typingmind:typingmind:ollama",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/manage-and-connect-ai-models/ollama.md",
      "title": "Ollama",
      "locator": "Ollama",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A customer Ollama model endpoint can be added; network accessibility must be configured."
    },
    {
      "id": "typingmind:typingmind:lmstudio",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/manage-and-connect-ai-models/lmstudio.md",
      "title": "LM Studio",
      "locator": "LM Studio",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Customer local LM Studio can supply an OpenAI-compatible model endpoint."
    },
    {
      "id": "typingmind:typingmind:cloud-host-vs-self-host",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/getting-started/cloud-host-vs-self-host.md",
      "title": "Cloud host vs self host",
      "locator": "Cloud host vs self host",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "SaaS has a self-serve 14-day trial; self-host has no free trial and carries a quoted annual licence and update/support conditions."
    },
    {
      "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": "typingmind:typingmind:usage-limits",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/usage-limits.md",
      "title": "Usage limits",
      "locator": "Usage limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Reusable limit groups cover messages, characters and tokens by period, applicable globally or to users, groups, models, agents and plugins."
    },
    {
      "id": "typingmind:typingmind:connect-knowledge-base-to-your-ai-agents",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/connect-knowledge-base-to-your-ai-agents.md",
      "title": "Connect Knowledge Base to your AI Agents",
      "locator": "Connect Knowledge Base to your AI Agents",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Tagged knowledge is assigned to agents through Knowledge Base Access."
    },
    {
      "id": "typingmind:typingmind:roles-and-permissions",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/roles-and-permissions.md",
      "title": "Roles and Permissions",
      "locator": "Roles and Permissions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Owners delegate granular Admin Panel permissions through custom roles; group-role assignment is described as coming soon."
    },
    {
      "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": "typingmind:typingmind:how-knowledge-base-works-in-typingmind-team",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/how-knowledge-base-works-in-typingmind-team.md",
      "title": "How Knowledge Base works in TypingMind Team",
      "locator": "Early Access; indexing; limits and refresh",
      "sourceDate": "2025-11-10",
      "retrievedAt": "2026-10-21",
      "finding": "The early-access KB uses RAG, about 3,000-word chunks and up to five retrieved chunks, 50MB uploads and daily source refresh."
    },
    {
      "id": "typingmind:typingmind:training-files-vs-knowledge-base",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/training-files-vs-knowledge-base.md",
      "title": "Training Files vs Knowledge Base",
      "locator": "Training Files vs Knowledge Base",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Agent training-file text is injected into system context; the separate KB retrieves chunks and advertises multiple source integrations."
    },
    {
      "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": "typingmind:typingmind:get-started-with-knowledge-base",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/get-started-with-knowledge-base.md",
      "title": "Get started with Knowledge Base",
      "locator": "Get started with Knowledge Base",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins add documents or connected sources, tag data, bind tags to agents and optionally show clickable references."
    },
    {
      "id": "typingmind:typingmind:restrict-ai-agents-access",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/restrict-ai-agents-access.md",
      "title": "Restrict AI Agents access",
      "locator": "Restrict AI Agents access",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Agent access and usage can be limited for groups."
    },
    {
      "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": "typingmind:typingmind:connect-with-your-notion-pages",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/connect-with-your-notion-pages.md",
      "title": "Connect with Notion pages",
      "locator": "Connect with Notion pages",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins select Notion pages/databases for an instance, with initial sync taking a few minutes."
    },
    {
      "id": "typingmind:typingmind:setup-external-connectors-for-knowledge-base",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/self-host-guides/setup-external-connectors-for-knowledge-base.md",
      "title": "Self-host external knowledge connectors",
      "locator": "Self-host external knowledge connectors",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Optional self-host KB external connectors need separate OAuth configuration and Firecrawl for web scraping."
    },
    {
      "id": "typingmind:typingmind:overview",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/llm-automated-workflows/overview.md",
      "title": "LLM Automated Workflows overview",
      "locator": "LLM Automated Workflows overview",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "JavaScript, HTTP and MCP plugins can perform multi-step business actions; example flows are not evidence of a scheduler."
    },
    {
      "id": "typingmind:typingmind:mcp",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/model-context-protocol-(mcp)-in-typingmind",
      "title": "MCP in TypingMind",
      "locator": "Remote and local connectors; Teams sessions; tool control",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The client connects remote HTTP or local-command MCP servers, supports OAuth and individual tool controls, and separates Teams sessions per user/chat."
    },
    {
      "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": "typingmind:typingmind:eu-data-center",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/account-management/eu-data-center.md",
      "title": "EU data center",
      "locator": "EU data center",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "EU instances use Vercel and AWS EU storage but model API calls may leave the EU."
    },
    {
      "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": "typingmind:typingmind:system-prompts-on-admin-panel",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/system-prompts-on-admin-panel.md",
      "title": "System Prompts on Admin Panel",
      "locator": "System Prompts on Admin Panel",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Global system instructions, few-shot examples and post-message reminders apply across chats and agents."
    },
    {
      "id": "typingmind:typingmind:memory",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/memory.md",
      "title": "Memory",
      "locator": "Memory",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Users can enable memory globally or for an agent/project and inspect saved memories."
    },
    {
      "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": "typingmind:typingmind:build-a-shared-ai-agent-collection",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/build-a-shared-ai-agent-collection.md",
      "title": "Build a Shared AI Agent collection",
      "locator": "Build a Shared AI Agent collection",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins create an agent collection exposed in the team chat interface and control group access."
    },
    {
      "id": "typingmind:typingmind:build-a-shared-prompt-library",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/build-a-shared-prompt-library.md",
      "title": "Build a Shared Prompt Library",
      "locator": "Build a Shared Prompt Library",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins can publish reusable prompts to the team interface."
    },
    {
      "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": "typingmind:typingmind:restrict-plugin-access",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/restrict-plugin-access.md",
      "title": "Restrict Plugin access",
      "locator": "Restrict Plugin access",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Plugins can be made available or unavailable to specified user groups."
    },
    {
      "id": "typingmind:typingmind:deep-research",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/plugins/deep-research",
      "title": "Deep Research plugin",
      "locator": "Requirements and operation",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A multi-step search/read/report plugin requires customer SerpAPI and Firecrawl keys and has a two-minute execution limit."
    },
    {
      "id": "typingmind:typingmind:image",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/plugins/gpt-image-2-5",
      "title": "GPT Image 2.5 plugin",
      "locator": "Image generation, editing and API key",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The plugin generates and edits images using the customer OpenAI API route."
    },
    {
      "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": "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": "typingmind:typingmind:api-integration-overview",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/integrations/api-integration-overview.md",
      "title": "API integration overview",
      "locator": "API integration overview",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "REST chat/agent API uses API-key-associated api-users subject to user restrictions and usage limits."
    },
    {
      "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": "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": "typingmind:typingmind:typingmind-vs-typingmind-team",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/quickstart/typingmind-vs-typingmind-team.md",
      "title": "TypingMind vs TypingMind Team",
      "locator": "TypingMind vs TypingMind Team",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The personal app and Teams with an Admin Panel, managed users and centrally preset keys are separate offerings."
    },
    {
      "id": "typingmind:typingmind:install",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/install-typingmind-app",
      "title": "Install TypingMind app",
      "locator": "PWA installation on Windows, Mac, iOS and Android",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Installation uses browser PWA technology; browser storage remains separate and this does not establish native app-store clients."
    },
    {
      "id": "typingmind:typingmind:r2-personal-bulk-licence",
      "productId": "typingmind",
      "kind": "vendor-claimed",
      "url": "https://checkout.typingmind.com/buy",
      "title": "TypingMind personal licence checkout",
      "locator": "How many devices/users? and Team/Bulk License FAQ; self-host FAQ",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Personal licences normally cover five devices for one user; a separate shareable Bulk License is offered, without establishing a Teams Admin Panel entitlement."
    },
    {
      "id": "typingmind:typingmind:ad-creative-generator",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/llm-automated-workflows/ad-creative-generator.md",
      "title": "Ad creative generator workflow",
      "locator": "Ad creative generator workflow",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public examples include marketing automation built with AI and plugins."
    },
    {
      "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": "typingmind:typingmind:terms-of-service",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/security-and-compliance/terms-of-service.md",
      "title": "Terms of Service",
      "locator": "Sections 1, 4-6, 13 and 16",
      "sourceDate": "2026-09-17",
      "retrievedAt": "2026-10-21",
      "finding": "Typing Technology Co Ltd contracts under Singapore law and business SIAC arbitration; Teams renews and self-host code has restricted licence rights."
    },
    {
      "id": "typingmind:typingmind:tts",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/use-text-to-speech",
      "title": "Text to speech",
      "locator": "Browser, ElevenLabs and OpenAI options",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Answers can be read aloud using browser speech, ElevenLabs or OpenAI TTS."
    },
    {
      "id": "typingmind:typingmind:meeting-summarizer",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/llm-automated-workflows/meeting-summarizer.md",
      "title": "Meeting summarizer workflow",
      "locator": "Meeting summarizer workflow",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The guide offers an audio-transcription and summarisation workflow, not a demonstrated meeting bot."
    },
    {
      "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": "typingmind:typingmind:compare-typingmind-team-plans",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/getting-started/compare-typingmind-team-plans.md",
      "title": "Compare TypingMind Team plans",
      "locator": "Compare TypingMind Team plans",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The comparison lists monthly USD99/199/299, five users plus USD8 additional users, Growth knowledge and Professional identity/governance."
    },
    {
      "id": "typingmind:typingmind:translations",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/app-translation/translation-collaboration",
      "title": "Translation collaboration",
      "locator": "Multilingual app translation project",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A translation project exists, but the retrieved page does not establish completeness of German, French, Italian or Admin Panel translations."
    },
    {
      "id": "typingmind:typingmind:sso",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/single-sign-on-(sso)",
      "title": "Single Sign-On (SSO)",
      "locator": "SAML configuration and multiple connections",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "SAML identity-provider metadata, entity ID and reply URL are configured in Teams."
    },
    {
      "id": "typingmind:typingmind:o-auth-2-0",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/o-auth-2-0.md",
      "title": "OAuth 2.0",
      "locator": "OAuth 2.0",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "OAuth/OIDC supports built-in Microsoft and Google logins and JIT seats; revoking IdP authorization alone does not remove the user."
    },
    {
      "id": "typingmind:typingmind:data-processing-agreement",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/security-and-compliance/data-processing-agreement.md",
      "title": "Data Processing Agreement",
      "locator": "Clauses 7.4, 7.8-7.10 and Appendices I-IV",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The public GDPR processor form includes confidentiality, subprocessor flow-down, SCC transfers and customer-choice deletion or return."
    },
    {
      "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": "typingmind:typingmind:scim",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/directory-sync-(scim-v2)",
      "title": "Directory Sync (SCIM v2)",
      "locator": "Create, update, suspend users and groups",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "SCIM sync creates and suspends users, updates profiles and assigns corresponding groups from the IdP."
    },
    {
      "id": "typingmind:typingmind:invite-team-members",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/invite-team-members.md",
      "title": "Invite team members",
      "locator": "Invite team members",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Teams admins invite members to the instance and manage seats."
    },
    {
      "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": "typingmind:typingmind:create-and-manage-user-groups",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/user-management/create-and-manage-user-groups.md",
      "title": "Create and manage user groups",
      "locator": "Create and manage user groups",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Groups control access and are usable for limits and analytics."
    },
    {
      "id": "typingmind:typingmind:chatbot-analytics",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/analytics/chatbot-analytics.md",
      "title": "Chatbot analytics",
      "locator": "Chatbot analytics",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Reporting covers active users, messages, conversations, estimated tokens and characters, with model/agent/group/user breakdowns and chart downloads."
    },
    {
      "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": "typingmind:typingmind:view-and-export-user-chat-logs",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/analytics/view-and-export-user-chat-logs.md",
      "title": "View and export user chat logs",
      "locator": "View and export user chat logs",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Opt-in Record all chats exposes user prompts and responses to authorized admins and configurable retention permanently deletes old records."
    },
    {
      "id": "typingmind:typingmind:export-chat-logs",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/integrations/export-chat-logs.md",
      "title": "Export chat logs",
      "locator": "Export chat logs",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Chat logging is off by default; the API exports JSON conversation content and dates, limited to the last 100 matching conversations per request."
    },
    {
      "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": "typingmind:typingmind:selfhost",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://custom.typingmind.com/self-host",
      "title": "TypingMind Teams Self Host",
      "locator": "Technical requirements, licensing, network, updates and pricing FAQ",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Commercial self-host requires an annual quote, includes five users, uses compiled/minified code, checks licence/updates externally and can use customer model endpoints."
    },
    {
      "id": "typingmind:typingmind:privacy-policy",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/security-and-compliance/privacy-policy.md",
      "title": "Privacy policy",
      "locator": "Storage scope, API keys and section on account deletion",
      "sourceDate": "2026-09-19",
      "retrievedAt": "2026-10-21",
      "finding": "The policy distinguishes personal local storage from Teams multitenant server storage, and lists inactive unpaid account deletion."
    },
    {
      "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": "typingmind:typingmind:data-usage-and-model-training-policy",
      "productId": "typingmind",
      "kind": "vendor-claimed",
      "url": "https://docs.typingmind.com/security-and-compliance/data-usage-and-model-training-policy.md",
      "title": "Data Usage and Model Training Policy",
      "locator": "TypingMind role and provider API comparison",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The vendor says it does not train on conversations; customers contract directly with model providers and their retention/training terms vary."
    },
    {
      "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": "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": "typingmind:typingmind:r4-soc2-selfhost-claim",
      "productId": "typingmind",
      "kind": "vendor-claimed",
      "url": "https://custom.typingmind.com/self-host",
      "title": "TypingMind Teams self-host",
      "locator": "Maximum security, SOC 2 Type II badge; updates and licence checks",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The self-host marketing page claims SOC 2 Type II; no auditor, reporting period, covered legal entity or report was retrieved. This is a vendor claim rather than verified attestation."
    },
    {
      "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": "typingmind:typingmind:r2-teams-server-route",
      "productId": "typingmind",
      "kind": "vendor-claimed",
      "url": "https://custom.typingmind.com/pricing",
      "title": "TypingMind Teams pricing FAQ",
      "locator": "Do my users see my OpenAI API key?",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The Teams-specific FAQ says users do not see the key and OpenAI requests are sent from the Teams server."
    },
    {
      "id": "typingmind:typingmind:dpa-confidentiality",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/security-and-compliance/data-processing-agreement.md",
      "title": "TypingMind DPA confidentiality",
      "locator": "7.4(c),7.8(d)-(e); AppendixII andIII",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Staff have need-to-know confidentiality duties and subprocessor contracts carry substantially the same data-protection obligations; a specific professional-secrecy agreement is not established."
    },
    {
      "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": "typingmind:typingmind:openai-price",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://developers.openai.com/api/docs/pricing",
      "title": "OpenAI API pricing",
      "locator": "Standard short-context gpt-6-luna row",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "gpt-6-luna Standard input is USD0.10 and output USD0.50 per million tokens, excluding cache and optional regional uplifts."
    },
    {
      "id": "typingmind:typingmind:openai-model",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://developers.openai.com/api/docs/models/gpt-6-luna",
      "title": "GPT-6 Luna model documentation",
      "locator": "Reasoning effort and API support",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Reasoning effort none is the lowest option; the shared cost proxy does not use reasoning tokens."
    },
    {
      "id": "typingmind:typingmind:fx",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml",
      "title": "ECB reference exchange rates",
      "locator": "Cube time=2026-10-20",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-21",
      "finding": "EUR1 equals USD1.1215 and CHF0.9237."
    },
    {
      "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": "typingmind:typingmind:manage-your-subscription",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/account-management/manage-your-subscription.md",
      "title": "Manage your subscription",
      "locator": "Manage your subscription",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Cloud customers manage the recurring subscription through billing settings."
    },
    {
      "id": "typingmind:typingmind:end-user-license-agreement",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/security-and-compliance/end-user-license-agreement.md",
      "title": "End User License Agreement",
      "locator": "End User License Agreement",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The software is commercially licensed with restrictions on redistribution and modification."
    },
    {
      "id": "typingmind:typingmind:custom-branding",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/typingmind-team/branding-and-customizations/custom-branding.md",
      "title": "Custom branding",
      "locator": "Custom branding",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Teams supports instance logo, theme and branded presentation within its commercial licence."
    },
    {
      "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": "typingmind:typingmind:export-import-data",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://docs.typingmind.com/cloud-sync-and-backup/export-import-data.md",
      "title": "Export and import data",
      "locator": "Export and import data",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "User app settings export/import chats, prompts, plugins, folders, agents and model settings as JSON."
    },
    {
      "id": "typingmind:typingmind:status",
      "productId": "typingmind",
      "kind": "documented",
      "url": "https://status.typingmind.ai",
      "title": "TypingMind status",
      "locator": "Public status shell",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The status site loaded a status shell but reported an error fetching data; incident history and measured uptime were not retrieved."
    },
    {
      "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."
    }
  ]
}
