{
  "schemaVersion": 1,
  "rubricVersion": "1.1",
  "kind": "pair",
  "slug": "claude-vs-langdock",
  "canonicalUrl": "https://onaihq.com/compare/agents/claude-vs-langdock/",
  "markdownUrl": "https://onaihq.com/compare/agents/claude-vs-langdock/index.md",
  "dataUrl": "https://onaihq.com/compare/agents/claude-vs-langdock/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": "claude",
      "name": "Claude Team / Enterprise",
      "website": "https://claude.com/enterprise",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/claude/",
      "lifecycle": {
        "status": "sunset",
        "note": "Standalone Claude Design at claude.ai/design is scheduled to close on December 14, 2026; design creation continues inside Claude Artifacts.",
        "scope": "Only standalone Claude Design at claude.ai/design. This is not a sunset of Claude Team or Enterprise chat, Cowork or in-Claude Design.",
        "continuation": "Claude Artifacts Design inside Claude; the admin guide describes existing Design projects appearing there.",
        "announcementDate": null,
        "serviceEndDate": "2026-12-14",
        "checkedAt": "2026-10-21",
        "crossCheckedAt": "2026-10-21",
        "nextCheckAt": "2026-12-20",
        "evidenceIds": [
          "claude:cl-artifacts-admin"
        ]
      },
      "surfaces": [
        {
          "id": "claude-web",
          "name": "Claude Team and Enterprise web workspaces",
          "type": "web-app"
        },
        {
          "id": "claude-clients",
          "name": "Claude desktop and mobile clients",
          "type": "native-app"
        },
        {
          "id": "claude-connectors",
          "name": "Claude connectors and remote MCP integrations",
          "type": "integration"
        },
        {
          "id": "claude-office",
          "name": "Claude for Microsoft 365 official add-ins",
          "type": "suite-addin"
        },
        {
          "id": "claude-cowork",
          "name": "Claude Cowork cloud and desktop task execution",
          "type": "agent-workspace"
        },
        {
          "id": "claude-design-standalone",
          "name": "Standalone Claude Design at claude.ai/design, scoped lifecycle only",
          "type": "web-app"
        },
        {
          "id": "claude-google-addon",
          "name": "Claude native Google Workspace sidebar beta",
          "type": "suite-addin"
        }
      ],
      "sourcedClaimCount": 50,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 50,
      "sourcedOnlyClaimCount": 0,
      "oldestCheckedAt": "2026-10-21",
      "lastCheckedAt": "2026-10-26"
    },
    {
      "id": "langdock",
      "name": "Langdock",
      "website": "https://langdock.com",
      "repository": null,
      "pageUrl": "https://onaihq.com/compare/agents/products/langdock/",
      "lifecycle": {
        "status": "unknown",
        "note": null
      },
      "surfaces": [
        {
          "id": "web",
          "name": "Langdock hosted workspace",
          "type": "web-app"
        },
        {
          "id": "api",
          "name": "Langdock public APIs and agent MCP server",
          "type": "api"
        },
        {
          "id": "desktop",
          "name": "Langdock Windows/macOS desktop",
          "type": "desktop-app"
        },
        {
          "id": "mobile",
          "name": "Langdock iOS/Android",
          "type": "mobile-app"
        },
        {
          "id": "office",
          "name": "Langdock Excel and Outlook add-ins",
          "type": "office-add-in"
        },
        {
          "id": "teams",
          "name": "Langdock Teams bot",
          "type": "teams-app"
        }
      ],
      "sourcedClaimCount": 50,
      "statedByVendorCount": 0,
      "crossCheckedClaimCount": 50,
      "sourcedOnlyClaimCount": 0,
      "oldestCheckedAt": "2026-10-21",
      "lastCheckedAt": "2026-10-26"
    }
  ],
  "coverage": {
    "totalCriteria": 51,
    "sharedCrossCheckedCriteria": 49,
    "sharedSourcedCriteria": 49,
    "crossCheckedCriteriaByProduct": {
      "claude": 50,
      "langdock": 50
    },
    "sourcedOnlyCriteriaByProduct": {
      "claude": 0,
      "langdock": 0
    },
    "sourcedCriteriaByProduct": {
      "claude": 50,
      "langdock": 50
    },
    "crossCheckedCriterionRows": 51,
    "sourcedOnlyCriterionRows": 0,
    "sourcedCriterionRows": 51,
    "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": "claude",
          "claimId": "claude:MOD-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Team and Enterprise offer Anthropic model families with seat-specific Fable billing and visible safety fallback; organization controls can restrict the picker.",
          "availability": "unknown",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients"
            ],
            "version": "Hosted commercial Chat documentation checked 2026-10-26",
            "plan": "Team Standard/Premium; current usage-based Enterprise; legacy seat-based Enterprise only where explicitly identified",
            "addOns": [
              "Usage credits for Fable on Team Standard and legacy Enterprise Standard; consumption billed separately on current Enterprise"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              }
            ]
          },
          "questions": [
            {
              "id": "providers",
              "question": "Which model providers are available?",
              "support": "supported",
              "answer": "The commercial plan table includes Anthropic Fable, Opus, Sonnet and Haiku families; this is a single-provider hosted chat catalogue.",
              "evidenceIds": [
                "claude:cl-pricing-20261026"
              ]
            },
            {
              "id": "current_models",
              "question": "Which current models are selectable on this plan?",
              "support": "partial",
              "answer": "The current selector/context guides list Haiku 5.5, Sonnet 5.5, Opus 5.5 and Fable 5.1, plus older choices. Pricing includes the Opus/Sonnet/Haiku families on Team and Enterprise. Fable 5/5.1 use paid credits on Team Standard and legacy Enterprise Standard, a capped included share on Premium, and API-rate consumption on current Enterprise. Admin restrictions can remove access; no authenticated tenant picker was observed.",
              "evidenceIds": [
                "claude:cl-model-menu-r2-20261026",
                "claude:cl-context-plans-r2-20261026",
                "claude:cl-pricing-20261026",
                "claude:claude:fable-plan-20261026"
              ]
            },
            {
              "id": "user_choice",
              "question": "Can users pick the model per chat?",
              "support": "partial",
              "answer": "Users select a chat model and effort from the menu; changes apply to the next response. Enterprise model controls may restrict choices. Office and Cowork defaults are scoped separately.",
              "evidenceIds": [
                "claude:cl-model-menu-r2-20261026",
                "claude:cl-model-control-20261026"
              ]
            },
            {
              "id": "auto_routing",
              "question": "Does the product route between models automatically, and is the chosen model shown?",
              "support": "partial",
              "answer": "Fable 5/5.1 safety fallback is enabled by default and may rerun a flagged request on an Opus model in the same chat. A visible notice and responding-model label disclose the switch, and users can disable it. General task-complexity routing is not established.",
              "evidenceIds": [
                "claude:claude:transparent-fallback-20261026",
                "claude:claude:fable-plan-20261026"
              ]
            },
            {
              "id": "multimodal_input",
              "question": "Which models accept images, audio or files?",
              "support": "partial",
              "answer": "The chat attachment guide documents images/PDF/documents; exact per-model modality and paid-seat compatibility remains unverified.",
              "evidenceIds": [
                "claude:cl-upload-r2-20261026"
              ]
            }
          ],
          "limitations": [
            "current_models: The current selector/context guides list Haiku 5.5, Sonnet 5.5, Opus 5.5 and Fable 5.1, plus older choices. Pricing includes the Opus/Sonnet/Haiku families on Team and Enterprise. Fable 5/5.1 use paid credits on Team Standard and legacy Enterprise Standard, a capped included share on Premium, and API-rate consumption on current Enterprise. Admin restrictions can remove access; no authenticated tenant picker was observed.",
            "user_choice: Users select a chat model and effort from the menu; changes apply to the next response. Enterprise model controls may restrict choices. Office and Cowork defaults are scoped separately.",
            "auto_routing: Fable 5/5.1 safety fallback is enabled by default and may rerun a flagged request on an Opus model in the same chat. A visible notice and responding-model label disclose the switch, and users can disable it. General task-complexity routing is not established.",
            "multimodal_input: The chat attachment guide documents images/PDF/documents; exact per-model modality and paid-seat compatibility remains unverified."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-model-menu-r2-20261026",
            "claude:cl-context-plans-r2-20261026",
            "claude:cl-upload-r2-20261026",
            "claude:cl-pricing-20261026",
            "claude:claude:fable-plan-20261026",
            "claude:cl-model-control-20261026",
            "claude:claude:transparent-fallback-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:MOD-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Curated multi-provider models and a task-complexity Auto mode are documented; catalogue publication is not a tested picker.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "providers",
              "question": "Which model providers are available?",
              "support": "supported",
              "answer": "OpenAI, Anthropic, Google, Meta, Mistral and DeepSeek have named current catalogue entries.",
              "evidenceIds": [
                "langdock:langdock:models"
              ]
            },
            {
              "id": "current_models",
              "question": "Which current models are selectable on this plan?",
              "support": "partial",
              "answer": "Published text catalogue: Gemini 3.1 Pro Preview, 3 Flash Preview, 3.5/3.6/3.7/3.8 Flash, 4 Argon; GPT-5/5.1/5.1 Thinking Fast/5.2/5.2 Pro/5.4/5.4 Mini/5.5/5.6 Luna/Sol/Terra/5 Mini/5 Pro, GPT-6 Luna/Sol/Astra, GPT-6.1 Sol, GPT oss 120b; Fable 5/5.1, Haiku 4.5/5.5, Opus 4.5/4.6/4.7/4.8/5/5.5, Sonnet 4.5/4.6/5/5.5; Llama 3.3 70B/4 Maverick; Mistral Large 3/4; DeepSeek v3.1. Plan/admin/region settings can narrow this list; API availability is listed alongside chat, not independently observed.",
              "evidenceIds": [
                "langdock:langdock:models"
              ]
            },
            {
              "id": "user_choice",
              "question": "Can users pick the model per chat?",
              "support": "supported",
              "answer": "Per-chat selection and mid-chat switching are documented.",
              "evidenceIds": [
                "langdock:langdock:model-guide"
              ]
            },
            {
              "id": "auto_routing",
              "question": "Does the product route between models automatically, and is the chosen model shown?",
              "support": "partial",
              "answer": "Auto analyzes the first message and estimates complexity to select a conversation model; exact final model disclosure was not verified.",
              "evidenceIds": [
                "langdock:langdock:model-guide"
              ]
            },
            {
              "id": "multimodal_input",
              "question": "Which models accept images, audio or files?",
              "support": "unknown",
              "answer": "Which models accept images, audio or files? Unknown. A model-by-model image/audio input matrix and authenticated model picker were not inspected.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "current_models: Published text catalogue: Gemini 3.1 Pro Preview, 3 Flash Preview, 3.5/3.6/3.7/3.8 Flash, 4 Argon; GPT-5/5.1/5.1 Thinking Fast/5.2/5.2 Pro/5.4/5.4 Mini/5.5/5.6 Luna/Sol/Terra/5 Mini/5 Pro, GPT-6 Luna/Sol/Astra, GPT-6.1 Sol, GPT oss 120b; Fable 5/5.1, Haiku 4.5/5.5, Opus 4.5/4.6/4.7/4.8/5/5.5, Sonnet 4.5/4.6/5/5.5; Llama 3.3 70B/4 Maverick; Mistral Large 3/4; DeepSeek v3.1. Plan/admin/region settings can narrow this list; API availability is listed alongside chat, not independently observed.",
            "auto_routing: Auto analyzes the first message and estimates complexity to select a conversation model; exact final model disclosure was not verified.",
            "Unverified multimodal_input: A model-by-model image/audio input matrix and authenticated model picker were not inspected."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:models",
            "langdock:langdock:model-guide"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:MOD-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Release notes and scoped retirement notices exist; comparative lag and pinning remain open.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "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? Unverified after checking release notes and Haiku notice; three provider/product release-date pairs and persistent enterprise model pinning not verified.",
              "evidenceIds": []
            },
            {
              "id": "changelog",
              "question": "Is there a dated public model changelog?",
              "support": "supported",
              "answer": "Claude publishes dated model and product release notes.",
              "evidenceIds": [
                "claude:cl-release"
              ]
            },
            {
              "id": "deprecation_notice",
              "question": "How much notice is given before a model is removed?",
              "support": "partial",
              "answer": "Haiku 4.5 consumer removal has October 15-to-29 notice, explicitly excluding Team/Enterprise. A general commercial-model notice period was not established.",
              "evidenceIds": [
                "claude:cl-haiku-notice"
              ]
            },
            {
              "id": "version_pinning",
              "question": "Can an admin keep an older model version?",
              "support": "unknown",
              "answer": "Can an admin keep an older model version? Unverified after checking release notes and Haiku notice; three provider/product release-date pairs and persistent enterprise model pinning not verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: release_lag_days, version_pinning.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-release",
            "claude:cl-haiku-notice"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:MOD-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public dated model additions exist, but release-lag medians and guaranteed retirement notice remain unknown.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "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? Unknown. No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.",
              "evidenceIds": []
            },
            {
              "id": "changelog",
              "question": "Is there a dated public model changelog?",
              "support": "supported",
              "answer": "Changelog includes Gemini 4 Argon on 13 October, Haiku 5.5 on 8 October and GPT-6.1 Sol on 30 September 2026.",
              "evidenceIds": [
                "langdock:langdock:changes"
              ]
            },
            {
              "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? Unknown. No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.",
              "evidenceIds": []
            },
            {
              "id": "version_pinning",
              "question": "Can an admin keep an older model version?",
              "support": "unknown",
              "answer": "Can an admin keep an older model version? Unknown. No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified release_lag_days, deprecation_notice, version_pinning: No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:changes"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:MOD-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Office add-ins advertise customer cloud credentials; that does not establish BYO inference in regular Claude chat.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-office",
              "claude-web"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Paid Office add-ins; regular Team/Enterprise chat only as an explicit gap",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "own_api_keys",
              "question": "Can the customer use its own provider API keys?",
              "support": "unknown",
              "answer": "Can the customer use its own provider API keys? Unverified after checking Office cloud-credential FAQ, regular chat model settings and commercial pricing; arbitrary API keys/endpoints, BYO price changes and feature parity not verified.",
              "evidenceIds": []
            },
            {
              "id": "own_cloud_contract",
              "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?",
              "support": "partial",
              "answer": "Claude for Microsoft 365 advertises Foundry, Bedrock and Gemini Enterprise Agent Platform credentials. Regular Claude chat BYO cloud-account support remains unverified.",
              "evidenceIds": [
                "claude:cl-office"
              ]
            },
            {
              "id": "custom_endpoint",
              "question": "Can an admin add any OpenAI-compatible endpoint?",
              "support": "unknown",
              "answer": "Can an admin add any OpenAI-compatible endpoint? Unverified after checking Office cloud-credential FAQ, regular chat model settings and commercial pricing; arbitrary API keys/endpoints, BYO price changes and feature parity not verified.",
              "evidenceIds": []
            },
            {
              "id": "byo_pricing",
              "question": "Does BYO change the licence price?",
              "support": "unknown",
              "answer": "Does BYO change the licence price? Unverified after checking Office cloud-credential FAQ, regular chat model settings and commercial pricing; arbitrary API keys/endpoints, BYO price changes and feature parity not verified.",
              "evidenceIds": []
            },
            {
              "id": "byo_restrictions",
              "question": "Which features stop working with BYO?",
              "support": "unknown",
              "answer": "Which features stop working with BYO? Unverified after checking Office cloud-credential FAQ, regular chat model settings and commercial pricing; arbitrary API keys/endpoints, BYO price changes and feature parity not verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: own_api_keys, custom_endpoint, byo_pricing, byo_restrictions.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-office"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:MOD-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "BYOK supports customer credentials, named cloud providers and custom compatible HTTPS endpoints.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business BYOK and individually contracted Enterprise BYOK; customer provider charges separate",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "own_api_keys",
              "question": "Can the customer use its own provider API keys?",
              "support": "supported",
              "answer": "Customer keys can replace managed completion, embedding and image keys; BYOK can be selected at upgrade or enabled later by support.",
              "evidenceIds": [
                "langdock:langdock:byok"
              ]
            },
            {
              "id": "own_cloud_contract",
              "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?",
              "support": "supported",
              "answer": "Guides cover customer Azure deployment settings, Google cloud and AWS Bedrock, separately from simple direct provider keys.",
              "evidenceIds": [
                "langdock:langdock:byok-routes"
              ]
            },
            {
              "id": "custom_endpoint",
              "question": "Can an admin add any OpenAI-compatible endpoint?",
              "support": "supported",
              "answer": "Manual OpenAI-compatible endpoints include vLLM, LiteLLM, Ollama, TGI and LocalAI. Cloud requires public HTTPS; private/local hostnames are blocked by default.",
              "evidenceIds": [
                "langdock:langdock:byok-routes"
              ]
            },
            {
              "id": "byo_pricing",
              "question": "Does BYO change the licence price?",
              "support": "partial",
              "answer": "Customer model usage is billed by the customer provider under BYOK. The applicable Business/Enterprise BYOK licence rate is unknown: the public Standard headline and calculator do not reconcile, and the prior hashed asset is not a stable tariff source. No BYOK seat-rate arithmetic is retained.",
              "evidenceIds": [
                "langdock:langdock:byok",
                "langdock:langdock:billing"
              ]
            },
            {
              "id": "byo_restrictions",
              "question": "Which features stop working with BYO?",
              "support": "supported",
              "answer": "Completion, embeddings and image models must all be configured. Deep Research needs reasoning/fast-reasoning/backbone routes; absent categories leave features non-functional.",
              "evidenceIds": [
                "langdock:langdock:byok",
                "langdock:langdock:research"
              ]
            }
          ],
          "limitations": [
            "Cloud BYOK requires separately configured completion, embedding and image routes; local/private endpoints are not implied by a cloud key."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:byok",
            "langdock:langdock:byok-routes",
            "langdock:langdock:billing",
            "langdock:langdock:research"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:MOD-04",
          "verificationStatus": "not-published",
          "support": "not-published",
          "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.",
          "availability": null,
          "delivery": null,
          "scope": null,
          "questions": [],
          "limitations": [],
          "checkedAt": null,
          "crossCheckedAt": null,
          "nextCheckAt": null,
          "evidenceIds": []
        },
        {
          "productId": "langdock",
          "claimId": "langdock:MOD-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Self-hosted compatible inference is a documented BYOK route with network and capability requirements.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "self_hosted_chat",
              "question": "Can chat use a customer-hosted model?",
              "support": "supported",
              "answer": "vLLM/Ollama/TGI/LocalAI routes work through OpenAI-compatible HTTPS endpoints, not localhost/private addresses on default SaaS.",
              "evidenceIds": [
                "langdock:langdock:byok-routes"
              ]
            },
            {
              "id": "self_hosted_embeddings",
              "question": "Can retrieval use customer-hosted embeddings?",
              "support": "partial",
              "answer": "BYOK requires a configured embedding model for search; custom model setup includes embeddings. A private customer-hosted embedding network path was not independently verified.",
              "evidenceIds": [
                "langdock:langdock:byok",
                "langdock:langdock:byok-models"
              ]
            },
            {
              "id": "feature_parity",
              "question": "Which features fail with self-hosted models?",
              "support": "partial",
              "answer": "Manual setup needs correct image, tool and editor capability flags. Missing embeddings/images or research routes disables their corresponding features; there is no universal parity guarantee.",
              "evidenceIds": [
                "langdock:langdock:byok-models",
                "langdock:langdock:research"
              ]
            },
            {
              "id": "vendor_hosted_open_models",
              "question": "Does the vendor host open-weight models in EU/CH?",
              "support": "partial",
              "answer": "Catalogue includes Llama, GPT oss, Mistral and DeepSeek; terms identify Azure/Mistral EU routes, with global opt-ins separately described.",
              "evidenceIds": [
                "langdock:langdock:models",
                "langdock:langdock:terms"
              ]
            }
          ],
          "limitations": [
            "self_hosted_embeddings: BYOK requires a configured embedding model for search; custom model setup includes embeddings. A private customer-hosted embedding network path was not independently verified.",
            "feature_parity: Manual setup needs correct image, tool and editor capability flags. Missing embeddings/images or research routes disables their corresponding features; there is no universal parity guarantee.",
            "vendor_hosted_open_models: Catalogue includes Llama, GPT oss, Mistral and DeepSeek; terms identify Azure/Mistral EU routes, with global opt-ins separately described."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:byok-routes",
            "langdock:langdock:byok",
            "langdock:langdock:byok-models",
            "langdock:langdock:research",
            "langdock:langdock:models",
            "langdock:langdock:terms"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:MOD-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise has model/effort ceilings and ordinary defaults; always-start enforcement is a separate beta with project exceptions.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Enterprise organization/custom-role model access and defaults; Always start with the default model and effort level is beta",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "model_allowlist_by_group",
              "question": "Can admins limit models per group?",
              "support": "partial",
              "answer": "Enterprise organization model/effort ceilings constrain custom roles; Haiku cannot be disabled. Per-source data-binding rules remain unverified.",
              "evidenceIds": [
                "claude:cl-model-control-r2"
              ]
            },
            {
              "id": "data_bound_models",
              "question": "Can admins restrict which models receive connector or knowledge content?",
              "support": "unknown",
              "answer": "Can admins restrict which models receive connector or knowledge content? Unverified after checking Claude Team/Enterprise pricing, identity, connector, privacy and release documentation retrieved 2026-10-21; no paid organization or shared fixture.",
              "evidenceIds": []
            },
            {
              "id": "default_model",
              "question": "Can admins set the default model?",
              "support": "partial",
              "answer": "Enterprise can choose an ordinary organization/role default. The Always start switch is beta, still permits in-chat switching, and does not override remembered choices in existing chat projects. New projects and new project Cowork tasks use the default; unavailable product models fall back to Anthropic's recommendation.",
              "evidenceIds": [
                "claude:cl-default-r2"
              ]
            },
            {
              "id": "user_limits",
              "question": "What per-user message or token limits apply, and are they published?",
              "support": "supported",
              "answer": "Current usage-based Enterprise has no included token allowance or seat usage cap; Team/legacy plans differ.",
              "evidenceIds": [
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "limit_behaviour",
              "question": "What happens when a limit is reached?",
              "support": "partial",
              "answer": "Disabling an enabled Enterprise model can require fallback or explicit switching; default selection is not permission to access a disabled model. Spend-limit enforcement remains separate.",
              "evidenceIds": [
                "claude:cl-model-control-r2"
              ]
            }
          ],
          "limitations": [
            "Beta applies specifically to forced starting model/effort; ordinary model ceilings and defaults are documented separately. Team entitlement is not inferred.",
            "Existing chat-project selection is an explicit exception. No two-group/model restriction fixture; Chrome/Security and client-version coverage limits still apply."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-model-control-r2",
            "claude:cl-default-r2",
            "claude:cl-enterprise"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:MOD-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Workspace model defaults and usage/fallback behavior are documented; per-group model/data boundaries remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "model_allowlist_by_group",
              "question": "Can admins limit models per group?",
              "support": "unknown",
              "answer": "Can admins limit models per group? Unknown. Group-specific model allowlists and rules binding connectors/knowledge to certain models were not established in model and role documentation; no two-user test was run.",
              "evidenceIds": []
            },
            {
              "id": "data_bound_models",
              "question": "Can admins restrict which models receive connector or knowledge content?",
              "support": "unknown",
              "answer": "Can admins restrict which models receive connector or knowledge content? Unknown. Group-specific model allowlists and rules binding connectors/knowledge to certain models were not established in model and role documentation; no two-user test was run.",
              "evidenceIds": []
            },
            {
              "id": "default_model",
              "question": "Can admins set the default model?",
              "support": "supported",
              "answer": "Admins set a default across new chats and agents; users can have their own default.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "user_limits",
              "question": "What per-user message or token limits apply, and are they published?",
              "support": "partial",
              "answer": "Five-hour session and Monday-reset weekly limits depend on model-priced token consumption; numeric included budget is shown per account, not fully published. Spam protection is 250 messages/3h. Max is five times Standard.",
              "evidenceIds": [
                "langdock:langdock:limits",
                "langdock:langdock:pricing"
              ]
            },
            {
              "id": "limit_behaviour",
              "question": "What happens when a limit is reached?",
              "support": "supported",
              "answer": "With no usable extra usage, Cloud falls back to GPT-6 Luna; BYOK/dedicated use configured fallback. Current responses finish, so spend can slightly overshoot. Personal API calls error rather than fall back.",
              "evidenceIds": [
                "langdock:langdock:extra"
              ]
            }
          ],
          "limitations": [
            "user_limits: Five-hour session and Monday-reset weekly limits depend on model-priced token consumption; numeric included budget is shown per account, not fully published. Spam protection is 250 messages/3h. Max is five times Standard.",
            "Unverified model_allowlist_by_group, data_bound_models: Group-specific model allowlists and rules binding connectors/knowledge to certain models were not established in model and role documentation; no two-user test was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:workspace",
            "langdock:langdock:limits",
            "langdock:langdock:pricing",
            "langdock:langdock:extra"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Chat attachments, project knowledge files and code/file tools have separate published limits.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team/Enterprise Chat attachments and project Files; enabled Chat code/file path only where explicitly named",
            "addOns": [
              "Code execution/file creation must be enabled for XLSX and the computing/file-tool route"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              }
            ]
          },
          "questions": [
            {
              "id": "formats",
              "question": "Which formats are accepted?",
              "support": "supported",
              "answer": "Chat attachments support PDF/DOCX/CSV/TXT/HTML/ODT/RTF/EPUB/JSON and XLSX with code execution; JPEG/PNG/GIF/WebP images. This is not an Office/Cowork format matrix.",
              "evidenceIds": [
                "claude:cl-upload-r2"
              ]
            },
            {
              "id": "limits",
              "question": "What size and count limits apply per file and chat?",
              "support": "partial",
              "answer": "Chat Add files/photo attachments:500 MB/file,20/chat, PDF 1000-page maximum. Project Files:30 MB/file. The separate code/file-creation guide specifies30 MB per upload/download in its computing/file-tool path, with a separate larger-PDF processing caveat. A500 MB attachment is not promised to work in that30 MB tool path.",
              "evidenceIds": [
                "claude:cl-upload-r2",
                "claude:cl-code-files-r2"
              ]
            },
            {
              "id": "ocr",
              "question": "Are scanned PDFs read?",
              "support": "partial",
              "answer": "For Chat PDF processing, up to 100 pages receive visual/text analysis;101–1000 pages text only. Scanned-contract OCR accuracy was not tested.",
              "evidenceIds": [
                "claude:cl-upload-r2"
              ]
            },
            {
              "id": "spreadsheets",
              "question": "Are Excel tables read with structure intact?",
              "support": "partial",
              "answer": "Chat XLSX uploads require code/file creation; its file-tool guide has a30 MB upload/download limit. Formula/table preservation was not fixture-tested.",
              "evidenceIds": [
                "claude:cl-upload-r2",
                "claude:cl-code-files-r2"
              ]
            },
            {
              "id": "full_vs_chunked",
              "question": "Is the whole file used or only retrieved parts, and does the user see which?",
              "support": "partial",
              "answer": "Paid projects switch to search-based RAG near context limits and show an indicator; this does not establish every chat-file reading path.",
              "evidenceIds": [
                "claude:cl-rag"
              ]
            }
          ],
          "limitations": [
            "Limits are assigned to the named UI/repository/tool path rather than treated as conflicting universal maxima. Exact large-attachment transfer into the computing environment remains untested.",
            "Office/Cowork paths are excluded. No long PDF, scan, formula workbook or PowerPoint fixture."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-upload-r2",
            "claude:cl-code-files-r2",
            "claude:cl-rag"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Format/count limits and direct previews differ from semantic search paths.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "formats",
              "question": "Which formats are accepted?",
              "support": "supported",
              "answer": "PDF/Word/PowerPoint and text, Excel/CSV/TSV/Parquet, listed image, audio and video types are documented; Knowledge bases exclude tabular/media.",
              "evidenceIds": [
                "langdock:langdock:files"
              ]
            },
            {
              "id": "limits",
              "question": "What size and count limits apply per file and chat?",
              "support": "supported",
              "answer": "Web 50 files/message, mobile five; agent 50 files. PDF/Office 256 MB, text 10 MB, tabular 100 MB, images 20 MB; text 8M characters and PDF 5000 pages.",
              "evidenceIds": [
                "langdock:langdock:files",
                "langdock:langdock:file-count"
              ]
            },
            {
              "id": "ocr",
              "question": "Are scanned PDFs read?",
              "support": "unknown",
              "answer": "Are scanned PDFs read? Unknown. No shared scanned-PDF OCR or multilingual file fixture was uploaded.",
              "evidenceIds": []
            },
            {
              "id": "spreadsheets",
              "question": "Are Excel tables read with structure intact?",
              "support": "partial",
              "answer": "Spreadsheets use direct reading and file tools, not chunk embeddings; source formula/structure accuracy was not fixture-tested.",
              "evidenceIds": [
                "langdock:langdock:files",
                "langdock:langdock:retrieval"
              ]
            },
            {
              "id": "full_vs_chunked",
              "question": "Is the whole file used or only retrieved parts, and does the user see which?",
              "support": "supported",
              "answer": "Small direct files are previewed in full where possible; agent knowledge above 20 documents uses lists/tools. Knowledge-base/synced text uses up to 50 chunks of up to 2000 characters.",
              "evidenceIds": [
                "langdock:langdock:retrieval"
              ]
            }
          ],
          "limitations": [
            "spreadsheets: Spreadsheets use direct reading and file tools, not chunk embeddings; source formula/structure accuracy was not fixture-tested.",
            "Unverified ocr: No shared scanned-PDF OCR or multilingual file fixture was uploaded."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:files",
            "langdock:langdock:file-count",
            "langdock:langdock:retrieval"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Projects persist curated knowledge and instructions and support organizational sharing.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "persistent_collections",
              "question": "Can users keep document collections across chats?",
              "support": "supported",
              "answer": "Projects retain a knowledge base and instructions for related chats.",
              "evidenceIds": [
                "claude:cl-projects"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can collections be shared with users, groups or the whole organisation?",
              "support": "supported",
              "answer": "Team/Enterprise share projects with organization members; Enterprise groups can receive shared resources.",
              "evidenceIds": [
                "claude:cl-projects",
                "claude:cl-groups"
              ]
            },
            {
              "id": "size_limits",
              "question": "What are the collection limits?",
              "support": "partial",
              "answer": "Project files have a 30 MB limit; paid RAG expands effective knowledge capacity, with no fixed total capacity verified.",
              "evidenceIds": [
                "claude:cl-upload",
                "claude:cl-rag"
              ]
            },
            {
              "id": "assistant_binding",
              "question": "Can collections be bound to an assistant?",
              "support": "partial",
              "answer": "Project instructions and knowledge provide persistent task context; binding tools/model into a separately versioned assistant was not fully verified.",
              "evidenceIds": [
                "claude:cl-projects"
              ]
            }
          ],
          "limitations": [
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-projects",
            "claude:cl-groups",
            "claude:cl-upload",
            "claude:cl-rag"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-02",
          "verificationStatus": "agent-cross-checked",
          "support": "supported",
          "answer": "Persistent knowledge bases and library folders have separate limits and access roles.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "persistent_collections",
              "question": "Can users keep document collections across chats?",
              "support": "supported",
              "answer": "Knowledge bases persist for chat, agents, workflows and API use.",
              "evidenceIds": [
                "langdock:langdock:knowledge"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can collections be shared with users, groups or the whole organisation?",
              "support": "supported",
              "answer": "Owner/Editor/Viewer roles; share with persons, groups or workspace, subject to workspace-sharing permission.",
              "evidenceIds": [
                "langdock:langdock:knowledge"
              ]
            },
            {
              "id": "size_limits",
              "question": "What are the collection limits?",
              "support": "supported",
              "answer": "Cloud Knowledge bases support 1000 files, 8M characters/file. Normal folders have 100 files and 250 MB total; dedicated limits are configurable.",
              "evidenceIds": [
                "langdock:langdock:knowledge",
                "langdock:langdock:file-count"
              ]
            },
            {
              "id": "assistant_binding",
              "question": "Can collections be bound to an assistant?",
              "support": "supported",
              "answer": "Agent Folders attach knowledge bases/library folders/synced folders.",
              "evidenceIds": [
                "langdock:langdock:agents"
              ]
            }
          ],
          "limitations": [],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:knowledge",
            "langdock:langdock:file-count",
            "langdock:langdock:agents"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "First-party Microsoft/Google connectors and custom MCP provide distinct enterprise-data routes.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "microsoft_365",
              "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?",
              "support": "supported",
              "answer": "Anthropic-hosted Graph connector covers SharePoint, OneDrive, Outlook and Teams; Claude owner enablement and Entra consent are separate.",
              "evidenceIds": [
                "claude:cl-m365-20261026"
              ]
            },
            {
              "id": "google_workspace",
              "question": "Which Google sources are connected?",
              "support": "supported",
              "answer": "Gmail, Calendar and Drive are documented with owner enablement and user authorization; live Docs/Sheets/Slides are separate connectors.",
              "evidenceIds": [
                "claude:cl-google-20261026"
              ]
            },
            {
              "id": "atlassian",
              "question": "Confluence and Jira?",
              "support": "partial",
              "answer": "Claude Enterprise documents Atlassian Rovo MCP for Jira, Confluence and Teamwork Graph, including organization-managed authorization through Okta. This does not establish a native indexed Confluence connector, universal Team entitlement or observed ACL fidelity.",
              "evidenceIds": [
                "claude:claude:atlassian-enterprise-20261026",
                "claude:cl-mcp-20261026"
              ]
            },
            {
              "id": "other_systems",
              "question": "Which other business systems?",
              "support": "partial",
              "answer": "Enterprise docs list GitHub and Slack; Salesforce is a separately approved paid-plan beta in release notes. Box/ServiceNow details remain unverified.",
              "evidenceIds": [
                "claude:cl-enterprise-20261026",
                "claude:cl-release-20261026"
              ]
            },
            {
              "id": "on_prem_sources",
              "question": "Can on-prem file shares or databases be connected?",
              "support": "partial",
              "answer": "Remote MCP must be reachable from Anthropic cloud; Desktop-local MCP is separate and unavailable in cloud chat/Cowork. Named file-share/database connectors were not verified.",
              "evidenceIds": [
                "claude:cl-mcp-20261026"
              ]
            },
            {
              "id": "connector_provider",
              "question": "Who builds and maintains each connector?",
              "support": "supported",
              "answer": "Microsoft connector is Anthropic-hosted; custom MCP may be built/hosted by the customer or a third party.",
              "evidenceIds": [
                "claude:cl-m365-20261026",
                "claude:cl-mcp-20261026"
              ]
            }
          ],
          "limitations": [
            "atlassian: Claude Enterprise documents Atlassian Rovo MCP for Jira, Confluence and Teamwork Graph, including organization-managed authorization through Okta. This does not establish a native indexed Confluence connector, universal Team entitlement or observed ACL fidelity.",
            "other_systems: Enterprise docs list GitHub and Slack; Salesforce is a separately approved paid-plan beta in release notes. Box/ServiceNow details remain unverified.",
            "on_prem_sources: Remote MCP must be reachable from Anthropic cloud; Desktop-local MCP is separate and unavailable in cloud chat/Cowork. Named file-share/database connectors were not verified."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-m365-20261026",
            "claude:cl-google-20261026",
            "claude:cl-enterprise-20261026",
            "claude:cl-release-20261026",
            "claude:cl-mcp-20261026",
            "claude:claude:atlassian-enterprise-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Native tools, daily folder sync and customer MCP/API integrations are distinct routes.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "microsoft_365",
              "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?",
              "support": "supported",
              "answer": "Directory includes SharePoint, OneDrive, Outlook Email/Calendar and Teams. SharePoint/OneDrive also support indexed folder sync.",
              "evidenceIds": [
                "langdock:langdock:integrations",
                "langdock:langdock:sync"
              ]
            },
            {
              "id": "google_workspace",
              "question": "Which Google sources are connected?",
              "support": "supported",
              "answer": "Drive, Gmail, Calendar, Docs, Sheets, Slides and Meet are listed; Drive supports folder sync.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "atlassian",
              "question": "Confluence and Jira?",
              "support": "supported",
              "answer": "Confluence Cloud, self-hosted Confluence Data Center and Jira are in the native directory.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "other_systems",
              "question": "Which other business systems?",
              "support": "supported",
              "answer": "Named routes include Salesforce, ServiceNow, HubSpot, Slack, Notion, Airtable, Asana, GitHub, Azure AI Search, Kendra and Databricks; see directory for authentication and actions.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "on_prem_sources",
              "question": "Can on-prem file shares or databases be connected?",
              "support": "partial",
              "answer": "Confluence Data Center and customer API/MCP endpoints can connect; private network access is restricted by default in Cloud, so generic local shares are not established.",
              "evidenceIds": [
                "langdock:langdock:integrations",
                "langdock:langdock:mcp"
              ]
            },
            {
              "id": "connector_provider",
              "question": "Who builds and maintains each connector?",
              "support": "supported",
              "answer": "Langdock provides native integrations; customers build custom actions or connect official third-party MCP servers.",
              "evidenceIds": [
                "langdock:langdock:integrations",
                "langdock:langdock:mcp"
              ]
            }
          ],
          "limitations": [
            "on_prem_sources: Confluence Data Center and customer API/MCP endpoints can connect; private network access is restricted by default in Cloud, so generic local shares are not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:integrations",
            "langdock:langdock:sync",
            "langdock:langdock:mcp"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Documented live-source permissions do not replace the required two-user test.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "source_permissions_respected",
              "question": "Are source permissions enforced per user?",
              "support": "supported",
              "answer": "Microsoft and Google connectors use the connected user account permissions.",
              "evidenceIds": [
                "claude:cl-m365",
                "claude:cl-google"
              ]
            },
            {
              "id": "enforcement_point",
              "question": "Does the source system, a mirrored index or nothing enforce them?",
              "support": "supported",
              "answer": "Microsoft Graph delegated calls check source access; the connector is a proxy without a copied file-content cache.",
              "evidenceIds": [
                "claude:cl-m365"
              ]
            },
            {
              "id": "revocation_delay",
              "question": "How quickly does a removed permission take effect?",
              "support": "unknown",
              "answer": "How quickly does a removed permission take effect? Unverified after checking connector security and user docs; no restricted-document or revocation-latency fixture.",
              "evidenceIds": []
            },
            {
              "id": "admin_scope_controls",
              "question": "Can admins exclude sites, folders or labels?",
              "support": "partial",
              "answer": "Owners control connectors/tools; Microsoft Sites.Selected and a SharePoint site allowlist are explicitly unavailable in this connector.",
              "evidenceIds": [
                "claude:cl-m365-user"
              ]
            },
            {
              "id": "sensitivity_labels",
              "question": "Are Microsoft Purview or similar labels respected?",
              "support": "partial",
              "answer": "The Microsoft security guide says delegated access respects M365 DLP; exact Purview label exclusion behavior was not tested.",
              "evidenceIds": [
                "claude:cl-m365"
              ]
            }
          ],
          "limitations": [
            "No observed permission assurance or revocation SLA is established. Shared conversation output can reveal retrieved content to recipients."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-m365",
            "claude:cl-google",
            "claude:cl-m365-user"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Folder Sync checks each user source access; Purview labels add a separate, qualified control.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "source_permissions_respected",
              "question": "Are source permissions enforced per user?",
              "support": "partial",
              "answer": "Synced folder retrieval checks the user source rights in real time and requires the user connection. Static shared knowledge follows Langdock sharing instead. No fixture test was run.",
              "evidenceIds": [
                "langdock:langdock:sync",
                "langdock:langdock:knowledge"
              ]
            },
            {
              "id": "enforcement_point",
              "question": "Does the source system, a mirrored index or nothing enforce them?",
              "support": "supported",
              "answer": "A copied content index is searched while access is checked live against the source system for synced files.",
              "evidenceIds": [
                "langdock:langdock:sync"
              ]
            },
            {
              "id": "revocation_delay",
              "question": "How quickly does a removed permission take effect?",
              "support": "unknown",
              "answer": "How quickly does a removed permission take effect? Unknown. A two-user restricted-file/revocation test was not run; no measured source-permission revocation latency is asserted.",
              "evidenceIds": []
            },
            {
              "id": "admin_scope_controls",
              "question": "Can admins exclude sites, folders or labels?",
              "support": "supported",
              "answer": "Admins choose integrations/actions; synced folders scope imported content and labels can exclude documents.",
              "evidenceIds": [
                "langdock:langdock:actions",
                "langdock:langdock:labels",
                "langdock:langdock:sync"
              ]
            },
            {
              "id": "sensitivity_labels",
              "question": "Are Microsoft Purview or similar labels respected?",
              "support": "partial",
              "answer": "Request-enabled policy covers five Microsoft integrations, with exceptions for certain Outlook actions/copy attachments, unlabeled/new labels, custom MCP and uploaded files; saved-policy enforcement is conditional on integration rollout.",
              "evidenceIds": [
                "langdock:langdock:labels"
              ]
            }
          ],
          "limitations": [
            "source_permissions_respected: Synced folder retrieval checks the user source rights in real time and requires the user connection. Static shared knowledge follows Langdock sharing instead. No fixture test was run.",
            "sensitivity_labels: Request-enabled policy covers five Microsoft integrations, with exceptions for certain Outlook actions/copy attachments, unlabeled/new labels, custom MCP and uploaded files; saved-policy enforcement is conditional on integration rollout.",
            "Unverified revocation_delay: A two-user restricted-file/revocation test was not run; no measured source-permission revocation latency is asserted."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:sync",
            "langdock:langdock:knowledge",
            "langdock:langdock:labels",
            "langdock:langdock:actions"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Microsoft content is fetched on demand; Google project references have a separate sync path.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "live_or_indexed",
              "question": "Is content searched live or copied into an index?",
              "support": "partial",
              "answer": "Microsoft uses on-demand Graph access without caching file content. Google Docs attached to private projects sync from Drive.",
              "evidenceIds": [
                "claude:cl-m365",
                "claude:cl-google"
              ]
            },
            {
              "id": "sync_interval",
              "question": "How often does an index refresh?",
              "support": "unknown",
              "answer": "How often does an index refresh? Unverified after checking Microsoft proxy and Google Workspace docs; full sync interval, deletion propagation and copied-index storage map not measured.",
              "evidenceIds": []
            },
            {
              "id": "deletion_propagation",
              "question": "How quickly does a deleted document disappear?",
              "support": "unknown",
              "answer": "How quickly does a deleted document disappear? Unverified after checking Microsoft proxy and Google Workspace docs; full sync interval, deletion propagation and copied-index storage map not measured.",
              "evidenceIds": []
            },
            {
              "id": "index_location",
              "question": "Where is indexed content stored?",
              "support": "unknown",
              "answer": "Where is indexed content stored? Unverified after checking Microsoft proxy and Google Workspace docs; full sync interval, deletion propagation and copied-index storage map not measured.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: sync_interval, deletion_propagation, index_location.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-m365",
            "claude:cl-google"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Folder Sync copies indexed text and refreshes daily, with live access checks and manual refresh.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "live_or_indexed",
              "question": "Is content searched live or copied into an index?",
              "support": "supported",
              "answer": "Folder Sync downloads supported text into an index; spreadsheets remain direct-read files. Other integration actions query source APIs.",
              "evidenceIds": [
                "langdock:langdock:sync",
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "sync_interval",
              "question": "How often does an index refresh?",
              "support": "supported",
              "answer": "Daily updates, manual refresh and up to one hour initial sync.",
              "evidenceIds": [
                "langdock:langdock:sync"
              ]
            },
            {
              "id": "deletion_propagation",
              "question": "How quickly does a deleted document disappear?",
              "support": "partial",
              "answer": "Daily sync removes source-deleted files; no measured end-to-end deletion delay is available.",
              "evidenceIds": [
                "langdock:langdock:sync"
              ]
            },
            {
              "id": "index_location",
              "question": "Where is indexed content stored?",
              "support": "partial",
              "answer": "Terms place customer files/embeddings in EU Azure storage, with default Frankfurt hosting. Per-index backup copies are not separately mapped.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            }
          ],
          "limitations": [
            "deletion_propagation: Daily sync removes source-deleted files; no measured end-to-end deletion delay is available.",
            "index_location: Terms place customer files/embeddings in EU Azure storage, with default Frankfurt hosting. Per-index backup copies are not separately mapped."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:sync",
            "langdock:langdock:integrations",
            "langdock:langdock:terms"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Google-source citations are documented; grounding accuracy remains unmeasured.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "citations",
              "question": "Are answers linked to specific sources?",
              "support": "partial",
              "answer": "Google connector answers cite original email/calendar/document sources when available.",
              "evidenceIds": [
                "claude:cl-google"
              ]
            },
            {
              "id": "citation_accuracy",
              "question": "Do the cited passages support the answer?",
              "support": "unknown",
              "answer": "Do the cited passages support the answer? Unverified after checking Google connector citation docs; no multilingual shared corpus, cross-document, citation-accuracy or unanswerable-question test.",
              "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? Unverified after checking Google connector citation docs; no multilingual shared corpus, cross-document, citation-accuracy or unanswerable-question test.",
              "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? Unverified after checking Google connector citation docs; no multilingual shared corpus, cross-document, citation-accuracy or unanswerable-question test.",
              "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? Unverified after checking Google connector citation docs; no multilingual shared corpus, cross-document, citation-accuracy or unanswerable-question test.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "No observed accuracy or cross-language retrieval ranking."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-google"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Citations are documented; retrieval outcomes remain untested.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "citations",
              "question": "Are answers linked to specific sources?",
              "support": "partial",
              "answer": "Agent responses cite sources by default; source-access restriction can hide click-through while still using content.",
              "evidenceIds": [
                "langdock:langdock:agents"
              ]
            },
            {
              "id": "citation_accuracy",
              "question": "Do the cited passages support the answer?",
              "support": "unknown",
              "answer": "Do the cited passages support the answer? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "cross_language",
              "question": "Does a question in one language find documents in another?",
              "support": "unknown",
              "answer": "Does a question in one language find documents in another? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "no_answer_behaviour",
              "question": "Does it say when the corpus has no answer?",
              "support": "unknown",
              "answer": "Does it say when the corpus has no answer? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.",
              "evidenceIds": []
            },
            {
              "id": "observed_accuracy",
              "question": "How many of the question set were answered correctly?",
              "support": "unknown",
              "answer": "How many of the question set were answered correctly? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "citations: Agent responses cite sources by default; source-access restriction can hide click-through while still using content.",
            "Unverified citation_accuracy, cross_language, no_answer_behaviour, observed_accuracy: No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:agents"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:KNOW-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Improved memory and legacy memory have different Team/Enterprise administration and Cowork behavior.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team/Enterprise improved Settings>Memory experience; legacy Settings>Capabilities memory is separately qualified; project instructions are independent",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "custom_instructions",
              "question": "Can users set persistent instructions?",
              "support": "supported",
              "answer": "Projects have persistent instructions for context and style.",
              "evidenceIds": [
                "claude:cl-projects"
              ]
            },
            {
              "id": "cross_chat_memory",
              "question": "Does the product remember facts across chats?",
              "support": "partial",
              "answer": "Improved memory: owners enable availability and members opt in; cloud Cowork shares Chat memory, local Cowork does not. Legacy memory is chat-only and unavailable in Cowork.",
              "evidenceIds": [
                "claude:cl-memory-r2"
              ]
            },
            {
              "id": "user_memory_controls",
              "question": "Can users view, edit and delete memories?",
              "support": "partial",
              "answer": "Improved memory users inspect/delete topics, pause/reset and choose sensitive-topic opt-in. Incognito remains subject to organization export/retention. Legacy settings and summary-memory behavior differ.",
              "evidenceIds": [
                "claude:cl-memory-r2"
              ]
            },
            {
              "id": "admin_memory_controls",
              "question": "Can admins turn memory off?",
              "support": "partial",
              "answer": "Improved memory: Owners/Primary Owners control availability; disabling it deletes existing entries. Legacy Team explicitly lacks org-level memory controls. Improved memory is unavailable under the named HIPAA/public-sector/custom-retention agreements.",
              "evidenceIds": [
                "claude:cl-memory-r2"
              ]
            }
          ],
          "limitations": [
            "Identify experience by Settings>Memory versus legacy Memory under Settings>Capabilities; neither control set is applied universally.",
            "No organization memory fixture. Current page retains a legacy section for a small number of Team/Enterprise organizations."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-projects",
            "claude:cl-memory-r2"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:KNOW-07",
          "verificationStatus": "agent-cross-checked",
          "support": "supported",
          "answer": "Regular-chat instructions and memory have user and workspace controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "custom_instructions",
              "question": "Can users set persistent instructions?",
              "support": "supported",
              "answer": "Personal instructions apply in regular chat; agent/project instructions replace them.",
              "evidenceIds": [
                "langdock:langdock:account"
              ]
            },
            {
              "id": "cross_chat_memory",
              "question": "Does the product remember facts across chats?",
              "support": "supported",
              "answer": "Regular chats use a personal store of up to 50 memories; projects/agents do not use this memory.",
              "evidenceIds": [
                "langdock:langdock:memory"
              ]
            },
            {
              "id": "user_memory_controls",
              "question": "Can users view, edit and delete memories?",
              "support": "supported",
              "answer": "Users inspect, edit, delete or disable memories in account settings and can update/forget through chat.",
              "evidenceIds": [
                "langdock:langdock:memory",
                "langdock:langdock:account"
              ]
            },
            {
              "id": "admin_memory_controls",
              "question": "Can admins turn memory off?",
              "support": "supported",
              "answer": "Memory availability requires workspace and personal enablement.",
              "evidenceIds": [
                "langdock:langdock:chat"
              ]
            }
          ],
          "limitations": [],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:account",
            "langdock:langdock:memory",
            "langdock:langdock:chat"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:AGT-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Projects, skills, plugins and artifacts provide reusable task context; full assistant governance remains partly unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "create_assistants",
              "question": "Can users create assistants with instructions, knowledge and tools?",
              "support": "partial",
              "answer": "Projects pair instructions/knowledge; skills and plugins provide reusable task behavior, while custom agent model/tool binding was not fully audited.",
              "evidenceIds": [
                "claude:cl-projects",
                "claude:cl-academy"
              ]
            },
            {
              "id": "creator_permissions",
              "question": "Can admins limit who creates them?",
              "support": "partial",
              "answer": "Enterprise groups/custom roles control plugin access and shared resources; a complete assistant-creator matrix was not verified.",
              "evidenceIds": [
                "claude:cl-groups"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can assistants be shared with users, groups or everyone?",
              "support": "supported",
              "answer": "Team/Enterprise projects share with organization members; Enterprise groups can receive projects/skills/plugins.",
              "evidenceIds": [
                "claude:cl-projects",
                "claude:cl-groups"
              ]
            },
            {
              "id": "catalogue",
              "question": "Is there an internal assistant directory?",
              "support": "partial",
              "answer": "Organization resources and plugins can be shared; a complete internal assistant directory was not inspected.",
              "evidenceIds": [
                "claude:cl-groups"
              ]
            },
            {
              "id": "prompt_library",
              "question": "Are shared prompt templates available?",
              "support": "partial",
              "answer": "Skills capture reusable instructions/processes across Office apps; plain prompt-template catalogue behavior was not verified.",
              "evidenceIds": [
                "claude:cl-office"
              ]
            }
          ],
          "limitations": [
            "No HR-policy assistant was built or shared with a test group."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-projects",
            "claude:cl-academy",
            "claude:cl-groups",
            "claude:cl-office"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:AGT-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Agents combine reusable knowledge and tools with creation/sharing controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "create_assistants",
              "question": "Can users create assistants with instructions, knowledge and tools?",
              "support": "supported",
              "answer": "Agents configure model, instructions, files, folders, integrations, subagents, skills and workflows.",
              "evidenceIds": [
                "langdock:langdock:agents"
              ]
            },
            {
              "id": "creator_permissions",
              "question": "Can admins limit who creates them?",
              "support": "supported",
              "answer": "System/custom roles and extra permissions control agent creation/sharing.",
              "evidenceIds": [
                "langdock:langdock:roles"
              ]
            },
            {
              "id": "sharing_scope",
              "question": "Can assistants be shared with users, groups or everyone?",
              "support": "partial",
              "answer": "Workspace/group resources and permissioned agent configuration are documented; no fixture was shared.",
              "evidenceIds": [
                "langdock:langdock:workspace",
                "langdock:langdock:agents"
              ]
            },
            {
              "id": "catalogue",
              "question": "Is there an internal assistant directory?",
              "support": "supported",
              "answer": "Workspace agent management has All/Unassigned/Verified views.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "prompt_library",
              "question": "Are shared prompt templates available?",
              "support": "supported",
              "answer": "The workspace guide documents group/workspace prompt-library sharing.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            }
          ],
          "limitations": [
            "sharing_scope: Workspace/group resources and permissioned agent configuration are documented; no fixture was shared."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:agents",
            "langdock:langdock:roles",
            "langdock:langdock:workspace"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:AGT-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Claude supports remote and local MCP with different execution and identity boundaries.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "builtin_tools",
              "question": "Which tools are built in?",
              "support": "supported",
              "answer": "Code execution, web search, Research and connector tools are listed for commercial plans.",
              "evidenceIds": [
                "claude:cl-pricing"
              ]
            },
            {
              "id": "custom_actions",
              "question": "Can admins add API actions?",
              "support": "partial",
              "answer": "Custom remote MCP can expose action tools; OpenAPI-specific action configuration was not separately verified.",
              "evidenceIds": [
                "claude:cl-mcp"
              ]
            },
            {
              "id": "mcp_client",
              "question": "Can it use remote MCP servers, and with what admin control?",
              "support": "supported",
              "answer": "Remote MCP works through Anthropic cloud. Desktop-local MCP is a separate local-network mechanism; Cowork/cloud chat cannot use that local configuration.",
              "evidenceIds": [
                "claude:cl-mcp"
              ]
            },
            {
              "id": "tool_auth",
              "question": "Do tools act as the user or as a shared account?",
              "support": "supported",
              "answer": "Remote connectors can use per-user OAuth or fixed shared request-header credentials; the latter exposes that credential's access to users.",
              "evidenceIds": [
                "claude:cl-mcp"
              ]
            },
            {
              "id": "tool_approval",
              "question": "Can admins approve or block tools, and can users confirm actions before they run?",
              "support": "partial",
              "answer": "Owners enable connectors and tools; Microsoft Teams sends require Ask, while other tools have configurable permission behavior.",
              "evidenceIds": [
                "claude:cl-m365",
                "claude:cl-mcp"
              ]
            }
          ],
          "limitations": [
            "No external-tool call or fixture permission test was performed."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-pricing",
            "claude:cl-mcp",
            "claude:cl-m365"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:AGT-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Remote MCP and custom actions have admin access controls and optional confirmations.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "builtin_tools",
              "question": "Which tools are built in?",
              "support": "supported",
              "answer": "Search, images, file work, document editor, memory, research and company knowledge are governed tools.",
              "evidenceIds": [
                "langdock:langdock:chat"
              ]
            },
            {
              "id": "custom_actions",
              "question": "Can admins add API actions?",
              "support": "supported",
              "answer": "Custom API integrations and shareable individual actions are documented.",
              "evidenceIds": [
                "langdock:langdock:actions"
              ]
            },
            {
              "id": "mcp_client",
              "question": "Can it use remote MCP servers, and with what admin control?",
              "support": "supported",
              "answer": "Streamable HTTP/SSE with OAuth CIMD/DCR/manual PKCE, API key or none; private network URLs blocked by default.",
              "evidenceIds": [
                "langdock:langdock:mcp"
              ]
            },
            {
              "id": "tool_auth",
              "question": "Do tools act as the user or as a shared account?",
              "support": "supported",
              "answer": "Native integrations use personal OAuth or service credentials per provider; MCP supports user OAuth or API headers.",
              "evidenceIds": [
                "langdock:langdock:integrations",
                "langdock:langdock:mcp"
              ]
            },
            {
              "id": "tool_approval",
              "question": "Can admins approve or block tools, and can users confirm actions before they run?",
              "support": "partial",
              "answer": "Admins share integrations/actions by user/group/key, but native core actions cannot be disabled. New MCP tools default to no confirmation; per-tool/agent confirmations can be configured.",
              "evidenceIds": [
                "langdock:langdock:actions",
                "langdock:langdock:mcp",
                "langdock:langdock:changes"
              ]
            }
          ],
          "limitations": [
            "tool_approval: Admins share integrations/actions by user/group/key, but native core actions cannot be disabled. New MCP tools default to no confirmation; per-tool/agent confirmations can be configured."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:chat",
            "langdock:langdock:actions",
            "langdock:langdock:mcp",
            "langdock:langdock:integrations",
            "langdock:langdock:changes"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:AGT-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web search and Research are offered; detailed search-provider geography and group policy remain open.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "web_search",
              "question": "Is web search available?",
              "support": "supported",
              "answer": "Commercial plans include web search.",
              "evidenceIds": [
                "claude:cl-pricing-20261026"
              ]
            },
            {
              "id": "admin_toggle",
              "question": "Can admins disable it per organisation or group?",
              "support": "supported",
              "answer": "An Owner or Primary Owner enables web search for the Team/Enterprise workspace under Organization settings > Capabilities. Members then enable it in chat; the new unified experience can invoke search without a per-chat toggle.",
              "evidenceIds": [
                "claude:claude:web-search-controls-20261026"
              ]
            },
            {
              "id": "search_provider",
              "question": "Which search provider handles queries, and where?",
              "support": "unknown",
              "answer": "Which search provider handles queries, and where? Unverified after checking commercial plan comparison, connector and release docs; current search provider, query location, web-specific citation behavior and full admin toggle matrix not established. Search on 2026-10-26: https://claude.com/pricing, https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork, https://support.claude.com/en/articles/10684626-enable-and-use-web-search. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "deep_research",
              "question": "Is multi-step research with a report available?",
              "support": "supported",
              "answer": "Commercial plans list Research; no shared-corpus report was run.",
              "evidenceIds": [
                "claude:cl-pricing-20261026"
              ]
            },
            {
              "id": "web_citations",
              "question": "Are web sources cited?",
              "support": "supported",
              "answer": "The web-search guide documents direct citations and links to the sources used in searched answers. Citation correctness was not fixture-tested.",
              "evidenceIds": [
                "claude:claude:web-search-controls-20261026"
              ]
            }
          ],
          "limitations": [
            "search_provider: Which search provider handles queries, and where? Unverified after checking commercial plan comparison, connector and release docs; current search provider, query location, web-specific citation behavior and full admin toggle matrix not established. Search on 2026-10-26: https://claude.com/pricing, https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork, https://support.claude.com/en/articles/10684626-enable-and-use-web-search. No additional scoped evidence established this answer."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-pricing-20261026",
            "claude:claude:web-search-controls-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:AGT-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Cited search and public-web Deep Research are available; provider/region details remain incomplete.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "web_search",
              "question": "Is web search available?",
              "support": "supported",
              "answer": "Chat tool generates a query and can open URLs; sources are inspectable.",
              "evidenceIds": [
                "langdock:langdock:web"
              ]
            },
            {
              "id": "admin_toggle",
              "question": "Can admins disable it per organisation or group?",
              "support": "partial",
              "answer": "Workspace admins disable web search and separate agent capabilities. Per-group search-toggle coverage was not established.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "search_provider",
              "question": "Which search provider handles queries, and where?",
              "support": "unknown",
              "answer": "Which search provider handles queries, and where? Unknown. Search/crawl provider contracts and query-processing region were not established in the public tool documentation.",
              "evidenceIds": []
            },
            {
              "id": "deep_research",
              "question": "Is multi-step research with a report available?",
              "support": "supported",
              "answer": "Regular chat only, public web only, cited PDF reports; standard keys allow 15 researches per rolling 30 days. BYOK needs research models.",
              "evidenceIds": [
                "langdock:langdock:research"
              ]
            },
            {
              "id": "web_citations",
              "question": "Are web sources cited?",
              "support": "supported",
              "answer": "Search sources link to corresponding paragraphs and Deep Research has activity/source lists.",
              "evidenceIds": [
                "langdock:langdock:web",
                "langdock:langdock:research"
              ]
            }
          ],
          "limitations": [
            "admin_toggle: Workspace admins disable web search and separate agent capabilities. Per-group search-toggle coverage was not established.",
            "Unverified search_provider: Search/crawl provider contracts and query-processing region were not established in the public tool documentation."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:web",
            "langdock:langdock:workspace",
            "langdock:langdock:research"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:AGT-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Cowork documents scheduled multi-step tasks; external-event triggers remain unverified.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team and Enterprise Cowork; cloud execution in beta",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "workflow_builder",
              "question": "Is there a workflow or chain builder?",
              "support": "partial",
              "answer": "Cowork turns outcome instructions into multi-step tasks and reusable scheduled work; a separate no-code graph builder was not verified.",
              "evidenceIds": [
                "claude:cl-cowork"
              ]
            },
            {
              "id": "scheduled_tasks",
              "question": "Can prompts or assistants run on a schedule?",
              "support": "partial",
              "answer": "Scheduled Cowork tasks run in the cloud with no device online, subject to commercial beta and admin access.",
              "evidenceIds": [
                "claude:cl-cowork"
              ]
            },
            {
              "id": "event_triggers",
              "question": "Can external events start a workflow?",
              "support": "unknown",
              "answer": "Can external events start a workflow? Unverified after checking Cowork task/schedule and connector docs; no external-event trigger contract or event fixture.",
              "evidenceIds": []
            },
            {
              "id": "builder_audience",
              "question": "Is building aimed at business users, IT or developers?",
              "support": "supported",
              "answer": "Cowork is aimed at knowledge work with no terminal required.",
              "evidenceIds": [
                "claude:cl-cowork"
              ]
            }
          ],
          "limitations": [
            "Unverified parts: event_triggers.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-cowork"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:AGT-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Multi-step workflows support automatic triggers and human review.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [
              "Workflow run package; model usage separately metered"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "workflow_builder",
              "question": "Is there a workflow or chain builder?",
              "support": "supported",
              "answer": "Workflows chain agents, integrations, logic, loops and custom code after workspace activation.",
              "evidenceIds": [
                "langdock:langdock:workflows"
              ]
            },
            {
              "id": "scheduled_tasks",
              "question": "Can prompts or assistants run on a schedule?",
              "support": "supported",
              "answer": "Schedule triggers are documented for workflows; the public API index also exposes recurring saved tasks.",
              "evidenceIds": [
                "langdock:langdock:workflows"
              ]
            },
            {
              "id": "event_triggers",
              "question": "Can external events start a workflow?",
              "support": "supported",
              "answer": "Connected-app events, forms and webhooks start runs; dated composable-workflow release supports multiple triggers.",
              "evidenceIds": [
                "langdock:langdock:workflows",
                "langdock:langdock:changes"
              ]
            },
            {
              "id": "builder_audience",
              "question": "Is building aimed at business users, IT or developers?",
              "support": "partial",
              "answer": "Quickstart and conversational Workflow Builder guide non-developers, with code/HTTP nodes for technical users.",
              "evidenceIds": [
                "langdock:langdock:workflows"
              ]
            }
          ],
          "limitations": [
            "builder_audience: Quickstart and conversational Workflow Builder guide non-developers, with code/HTTP nodes for technical users."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:workflows",
            "langdock:langdock:changes"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:AGT-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Cowork documents multi-step execution; broad action and stop-control behavior remains untested.",
          "availability": "beta",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-cowork",
              "claude-connectors"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team/Enterprise Cowork; cloud beta where stated",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              }
            ]
          },
          "questions": [
            {
              "id": "agent_mode",
              "question": "Is there an agent mode for multi-step tasks?",
              "support": "supported",
              "answer": "Paid Cowork plans and executes multi-step tasks with code, files and browser access where permitted.",
              "evidenceIds": [
                "claude:cl-cowork-20261026"
              ]
            },
            {
              "id": "visible_steps",
              "question": "Are steps and tool calls shown?",
              "support": "partial",
              "answer": "The documented task flow includes planning and subtasks; complete tool-step visibility was not independently observed.",
              "evidenceIds": [
                "claude:cl-cowork-20261026"
              ]
            },
            {
              "id": "side_effect_confirmation",
              "question": "Must the user confirm actions with side effects?",
              "support": "partial",
              "answer": "Microsoft connector has required confirmations for specified email/calendar/Teams actions; this does not establish mandatory confirmation for every Cowork side effect.",
              "evidenceIds": [
                "claude:cl-m365-20261026"
              ]
            },
            {
              "id": "stop_control",
              "question": "Can the user stop a running task?",
              "support": "partial",
              "answer": "The paid-plan Cowork safety guide documents user stopping/monitoring of tasks. It does not guarantee that stopping reverses a completed write or cancels every submitted external action.",
              "evidenceIds": [
                "claude:claude:cowork-stop-20261026",
                "claude:cl-cowork-20261026"
              ]
            }
          ],
          "limitations": [
            "visible_steps: The documented task flow includes planning and subtasks; complete tool-step visibility was not independently observed.",
            "side_effect_confirmation: Microsoft connector has required confirmations for specified email/calendar/Teams actions; this does not establish mandatory confirmation for every Cowork side effect.",
            "stop_control: The paid-plan Cowork safety guide documents user stopping/monitoring of tasks. It does not guarantee that stopping reverses a completed write or cancels every submitted external action."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-cowork-20261026",
            "claude:cl-m365-20261026",
            "claude:claude:cowork-stop-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:AGT-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Agents execute actions/subagents; workflow and add-in confirmation behavior is explicit.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "office"
            ],
            "version": "Public documentation checked 2026-10-26",
            "plan": "Business Chat & Agents/Workflows; Outlook add-in for paid plans and trials, enabled by workspace admin",
            "addOns": [
              "Workflow package as needed; compatible Microsoft Outlook/Exchange Online subscription"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              },
              {
                "id": "office",
                "name": "Langdock Excel and Outlook add-ins",
                "type": "office-add-in"
              }
            ]
          },
          "questions": [
            {
              "id": "agent_mode",
              "question": "Is there an agent mode for multi-step tasks?",
              "support": "supported",
              "answer": "Agents can call integrations, subagents and workflows to carry out multiple steps.",
              "evidenceIds": [
                "langdock:langdock:agents"
              ]
            },
            {
              "id": "visible_steps",
              "question": "Are steps and tool calls shown?",
              "support": "partial",
              "answer": "Deep Research shows search/page-read activity; workflows expose run history and nested run links. General agent step-display completeness was not independently observed.",
              "evidenceIds": [
                "langdock:langdock:research",
                "langdock:langdock:changes"
              ]
            },
            {
              "id": "side_effect_confirmation",
              "question": "Must the user confirm actions with side effects?",
              "support": "partial",
              "answer": "Web agents can require configured action confirmation; workflow action review is separate. Newly saved MCP actions default to no confirmation. In the Outlook add-in, edits ask by default, users can allow subsequent edits for the chat, and sending requires a requested action plus confirmation.",
              "evidenceIds": [
                "langdock:langdock:changes",
                "langdock:langdock:hitl",
                "langdock:langdock:mcp",
                "langdock:langdock:excel",
                "langdock:langdock:outlook-rev2",
                "langdock:langdock:outlook-marketplace"
              ]
            },
            {
              "id": "stop_control",
              "question": "Can the user stop a running task?",
              "support": "partial",
              "answer": "Deep Research has a stop button; general external side effects already committed cannot be inferred reversible.",
              "evidenceIds": [
                "langdock:langdock:research"
              ]
            }
          ],
          "limitations": [
            "visible_steps: Deep Research shows search/page-read activity; workflows expose run history and nested run links. General agent step-display completeness was not independently observed.",
            "side_effect_confirmation: Configurable per-agent confirmations and workflow action review exist. Newly saved MCP actions default to no confirmation; Office add-ins ask before edits by default.",
            "stop_control: Deep Research has a stop button; general external side effects already committed cannot be inferred reversible."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "langdock:langdock:agents",
            "langdock:langdock:research",
            "langdock:langdock:changes",
            "langdock:langdock:hitl",
            "langdock:langdock:mcp",
            "langdock:langdock:excel",
            "langdock:langdock:outlook-rev2",
            "langdock:langdock:outlook-marketplace",
            "langdock:langdock:outlook-rev2-20261026",
            "langdock:langdock:outlook-admin-20261026",
            "langdock:langdock:pricing-20261026",
            "langdock:langdock:agents-20261026",
            "langdock:langdock:research-20261026",
            "langdock:langdock:changes-20261026",
            "langdock:langdock:hitl-20261026",
            "langdock:langdock:mcp-20261026",
            "langdock:langdock:excel-20261026"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:AGT-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A public model API and separate compliance/analytics interfaces exist; workspace feature parity is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_api",
              "question": "Is there an API for chat and assistants?",
              "support": "partial",
              "answer": "Claude Platform has a public separately priced model API; this does not establish API access to the same Claude Team/Enterprise assistant conversations.",
              "evidenceIds": [
                "claude:cl-api-prices"
              ]
            },
            {
              "id": "knowledge_api",
              "question": "Can documents be loaded through an API?",
              "support": "unknown",
              "answer": "Can documents be loaded through an API? Unverified after checking Claude Platform pricing and commercial Compliance API docs; workspace knowledge ingestion and product MCP-server exposure not verified.",
              "evidenceIds": []
            },
            {
              "id": "api_governance",
              "question": "Do audit, budgets and model rules apply to API use?",
              "support": "partial",
              "answer": "Enterprise Compliance API covers eligible deployments; automatic parity of model, budget and audit policy with separately purchased API usage was not established.",
              "evidenceIds": [
                "claude:cl-compliance"
              ]
            },
            {
              "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? Unverified after checking Claude Platform pricing and commercial Compliance API docs; workspace knowledge ingestion and product MCP-server exposure not verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: knowledge_api, mcp_server.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-api-prices",
            "claude:cl-compliance"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:AGT-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public APIs include knowledge and agent MCP, with distinct personal/workspace governance boundaries.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "api"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "API/Agent/Knowledge scopes; workspace activation may apply",
            "addOns": [
              "Metered API usage"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "api",
                "name": "Langdock public APIs and agent MCP server",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_api",
              "question": "Is there an API for chat and assistants?",
              "support": "supported",
              "answer": "Public Completion and Agent APIs use scoped bearer keys. Workspace/personal key access is controlled by admins.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "knowledge_api",
              "question": "Can documents be loaded through an API?",
              "support": "supported",
              "answer": "Knowledge Folder API supports upload/update/delete/retrieve/search with API-key sharing roles.",
              "evidenceIds": [
                "langdock:langdock:knowledge"
              ]
            },
            {
              "id": "api_governance",
              "question": "Do audit, budgets and model rules apply to API use?",
              "support": "partial",
              "answer": "Personal API keys share member/workspace spend limits and error on exhaustion; workspace API keys and workflow costs use separate limits.",
              "evidenceIds": [
                "langdock:langdock:billing",
                "langdock:langdock:extra"
              ]
            },
            {
              "id": "mcp_server",
              "question": "Does the product expose itself to other agents over MCP?",
              "support": "supported",
              "answer": "https://api.langdock.com/mcp exposes find_agent/ask_agent/ask_custom_agent under Agent API key scope; dedicated URL differs.",
              "evidenceIds": [
                "langdock:langdock:mcp-server"
              ]
            }
          ],
          "limitations": [
            "api_governance: Personal API keys share member/workspace spend limits and error on exhaustion; workspace API keys and workflow costs use separate limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:workspace",
            "langdock:langdock:knowledge",
            "langdock:langdock:billing",
            "langdock:langdock:extra",
            "langdock:langdock:mcp-server"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web, native clients and Chrome access are documented, with distinct admin and beta eligibility.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "web",
              "question": "Is a full web client available?",
              "support": "supported",
              "answer": "Commercial Claude is available on the web.",
              "evidenceIds": [
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "desktop_apps",
              "question": "Windows and macOS apps?",
              "support": "supported",
              "answer": "Cowork supports macOS and Windows desktop clients on paid plans.",
              "evidenceIds": [
                "claude:cl-cowork"
              ]
            },
            {
              "id": "mobile_apps",
              "question": "iOS and Android apps with SSO?",
              "support": "partial",
              "answer": "iOS/Android clients support commercial accounts; SSO mobile login was not tested.",
              "evidenceIds": [
                "claude:cl-cowork",
                "claude:cl-m365-user"
              ]
            },
            {
              "id": "browser_extension",
              "question": "Is there a browser extension or sidebar?",
              "support": "partial",
              "answer": "Claude in Chrome is available with plan/Enterprise admin eligibility.",
              "evidenceIds": [
                "claude:cl-cowork"
              ]
            },
            {
              "id": "managed_deployment",
              "question": "Can IT deploy and configure clients through MDM?",
              "support": "partial",
              "answer": "Team and Enterprise plan comparisons list enterprise desktop deployment; exact MDM packages/policies were not reviewed.",
              "evidenceIds": [
                "claude:cl-pricing"
              ]
            },
            {
              "id": "client_feature_gaps",
              "question": "Which features are missing on mobile?",
              "support": "partial",
              "answer": "Exports require web/Desktop; cloud Cowork rollout and admin enablement differ from local desktop execution.",
              "evidenceIds": [
                "claude:cl-export-user",
                "claude:cl-cowork"
              ]
            }
          ],
          "limitations": [
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-enterprise",
            "claude:cl-cowork",
            "claude:cl-m365-user",
            "claude:cl-pricing",
            "claude:cl-export-user"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web, desktop and mobile clients are documented, with IT deployment guidance.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "desktop",
              "mobile"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business or contracted Enterprise workspace clients; the same subscription/approved models apply",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [
              "Windows",
              "macOS",
              "iOS",
              "Android"
            ],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              },
              {
                "id": "desktop",
                "name": "Langdock Windows/macOS desktop",
                "type": "desktop-app"
              },
              {
                "id": "mobile",
                "name": "Langdock iOS/Android",
                "type": "mobile-app"
              }
            ]
          },
          "questions": [
            {
              "id": "web",
              "question": "Is a full web client available?",
              "support": "supported",
              "answer": "The core platform is a browser workspace.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "desktop_apps",
              "question": "Windows and macOS apps?",
              "support": "supported",
              "answer": "Official Windows/macOS downloads use the same workspace and approved models as web. This is documented availability, not a hands-on parity test.",
              "evidenceIds": [
                "langdock:langdock:desktop-product"
              ]
            },
            {
              "id": "mobile_apps",
              "question": "iOS and Android apps with SSO?",
              "support": "partial",
              "answer": "The vendor publishes iOS/Android clients and official store links. Mobile-specific SSO and managed-access compatibility were not independently tested.",
              "evidenceIds": [
                "langdock:langdock:mobile-rev2",
                "langdock:langdock:mobile-product"
              ]
            },
            {
              "id": "browser_extension",
              "question": "Is there a browser extension or sidebar?",
              "support": "unknown",
              "answer": "Is there a browser extension or sidebar? Unknown. A general browser extension and exhaustive mobile/SSO/Intune parity matrix were not established.",
              "evidenceIds": []
            },
            {
              "id": "managed_deployment",
              "question": "Can IT deploy and configure clients through MDM?",
              "support": "partial",
              "answer": "Windows machine-wide MSIX/Intune and deployment kits are documented. macOS PKG/DMG works with Jamf, Kandji and Intune. These are client installation methods; separate mobile MAM/dedicated entitlements are not established by this finding.",
              "evidenceIds": [
                "langdock:langdock:desktop-rev2"
              ]
            },
            {
              "id": "client_feature_gaps",
              "question": "Which features are missing on mobile?",
              "support": "partial",
              "answer": "Mobile permits five files per message versus 50 on web; other parity gaps were not tested.",
              "evidenceIds": [
                "langdock:langdock:file-count"
              ]
            }
          ],
          "limitations": [
            "Native-client and SSO parity beyond the documented file limit was not tested. The source is installation guidance, not proof of a paid Enterprise-only client entitlement."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:terms",
            "langdock:langdock:desktop-product",
            "langdock:langdock:mobile-rev2",
            "langdock:langdock:mobile-product",
            "langdock:langdock:desktop-rev2",
            "langdock:langdock:file-count"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Native Microsoft add-ins and a separate Google Workspace beta have different approval and data paths.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-office",
              "claude-connectors",
              "claude-google-addon"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team/Enterprise Office; Outlook beta; Google Workspace native beta",
            "addOns": [
              "Microsoft/Google subscriptions and administrator deployment approval where required"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-google-addon",
                "name": "Claude native Google Workspace sidebar beta",
                "type": "suite-addin"
              }
            ]
          },
          "questions": [
            {
              "id": "word_excel_powerpoint",
              "question": "Does it work inside Word, Excel and PowerPoint?",
              "support": "supported",
              "answer": "Claude advertises native Excel/PowerPoint/Word add-ins as generally available on paid plans.",
              "evidenceIds": [
                "claude:cl-office"
              ]
            },
            {
              "id": "outlook",
              "question": "Does it work inside Outlook?",
              "support": "supported",
              "answer": "Outlook add-in is beta and opens drafts in the native composer for user sending.",
              "evidenceIds": [
                "claude:cl-office"
              ]
            },
            {
              "id": "teams",
              "question": "Is there a Teams app or bot?",
              "support": "partial",
              "answer": "Teams read/write is through the separate Microsoft connector; a native Teams app was not established.",
              "evidenceIds": [
                "claude:cl-m365"
              ]
            },
            {
              "id": "google_workspace_apps",
              "question": "Does it work inside Docs, Sheets or Gmail?",
              "support": "supported",
              "answer": "Native Google Docs/Sheets/Slides sidebar is beta for Team/Enterprise, installed via Google Marketplace. It edits the open file under the user identity with ask-before-edits by default; connectors are a separate feature.",
              "evidenceIds": [
                "claude:cl-google-addon"
              ]
            },
            {
              "id": "licence_prerequisites",
              "question": "Which licences or consents are needed?",
              "support": "partial",
              "answer": "Paid Claude or supported cloud credentials are advertised for Office; Google add-in needs a paid supported plan and Marketplace approval. Microsoft source connector needs work-account/Entra consent.",
              "evidenceIds": [
                "claude:cl-office",
                "claude:cl-google-addon",
                "claude:cl-m365-user"
              ]
            }
          ],
          "limitations": [
            "No deployment or native-edit fixture. Google extension retains its own local per-file history and does not inherit custom organization retention."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-office",
            "claude:cl-m365",
            "claude:cl-google-addon",
            "claude:cl-m365-user"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Excel and Outlook add-ins and a Teams bot are documented; broad Office-suite coverage is not inferred.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "office",
              "teams"
            ],
            "version": "Public documentation checked 2026-10-26",
            "plan": "Business or Enterprise workspace; Outlook available on paid plans/trials, Excel/Teams require workspace-admin enablement",
            "addOns": [
              "Compatible Microsoft licences not priced"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "office",
                "name": "Langdock Excel and Outlook add-ins",
                "type": "office-add-in"
              },
              {
                "id": "teams",
                "name": "Langdock Teams bot",
                "type": "teams-app"
              }
            ]
          },
          "questions": [
            {
              "id": "word_excel_powerpoint",
              "question": "Does it work inside Word, Excel and PowerPoint?",
              "support": "partial",
              "answer": "Excel add-in reads/writes workbooks with formulas/charts; no Word or PowerPoint add-in was established.",
              "evidenceIds": [
                "langdock:langdock:excel"
              ]
            },
            {
              "id": "outlook",
              "question": "Does it work inside Outlook?",
              "support": "supported",
              "answer": "Outlook reads connected mailbox/calendar and edits drafts; sending requires a requested action and confirmation. Exchange Online is required.",
              "evidenceIds": [
                "langdock:langdock:outlook-rev2",
                "langdock:langdock:outlook-marketplace"
              ]
            },
            {
              "id": "teams",
              "question": "Is there a Teams app or bot?",
              "support": "supported",
              "answer": "Admin-installed Teams bot supports private chat and collaborative channel mentions.",
              "evidenceIds": [
                "langdock:langdock:teams",
                "langdock:langdock:teams-20261026"
              ]
            },
            {
              "id": "google_workspace_apps",
              "question": "Does it work inside Docs, Sheets or Gmail?",
              "support": "unknown",
              "answer": "Does it work inside Docs, Sheets or Gmail? Unknown. Google in-editor apps were not established; Google content integrations are recorded separately. Rechecked 2026-10-26 in Outlook Add-in, Excel Add-in, How to use the Teams Bot. The Teams Markdown guide was retrieved with HTTP 200; Google in-editor app coverage remains undocumented in these sources.",
              "evidenceIds": []
            },
            {
              "id": "licence_prerequisites",
              "question": "Which licences or consents are needed?",
              "support": "partial",
              "answer": "Excel web/Windows/Mac version matrix and Outlook Exchange Online requirement are explicit; workspace admin access controls apply and extra M365 seat costs were not priced.",
              "evidenceIds": [
                "langdock:langdock:excel",
                "langdock:langdock:outlook-rev2",
                "langdock:langdock:teams",
                "langdock:langdock:outlook-marketplace",
                "langdock:langdock:teams-20261026"
              ]
            }
          ],
          "limitations": [
            "word_excel_powerpoint: Excel add-in reads/writes workbooks with formulas/charts; no Word or PowerPoint add-in was established.",
            "licence_prerequisites: Excel web/Windows/Mac version matrix and Outlook Exchange Online requirement are explicit; workspace admin access controls apply and extra M365 seat costs were not priced.",
            "Unverified google_workspace_apps: Google in-editor apps were not established; Google content integrations are recorded separately."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "langdock:langdock:excel",
            "langdock:langdock:outlook-rev2",
            "langdock:langdock:outlook-marketplace",
            "langdock:langdock:teams",
            "langdock:langdock:outlook-rev2-20261026",
            "langdock:langdock:outlook-admin-20261026",
            "langdock:langdock:pricing-20261026",
            "langdock:langdock:excel-20261026",
            "langdock:langdock:teams-20261026"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Office rewriting/review is documented; translation fidelity and glossary controls remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "document_translation",
              "question": "Can whole documents be translated with formatting kept?",
              "support": "unknown",
              "answer": "Can whole documents be translated with formatting kept? Unverified after checking Office and project-instruction docs; layout-preserving DE-to-FR/IT translation, dedicated engine, glossary and Swiss-language controls not established.",
              "evidenceIds": []
            },
            {
              "id": "translation_engine",
              "question": "Which engine translates?",
              "support": "unknown",
              "answer": "Which engine translates? Unverified after checking Office and project-instruction docs; layout-preserving DE-to-FR/IT translation, dedicated engine, glossary and Swiss-language controls not established.",
              "evidenceIds": []
            },
            {
              "id": "glossaries",
              "question": "Are company glossaries supported?",
              "support": "unknown",
              "answer": "Are company glossaries supported? Unverified after checking Office and project-instruction docs; layout-preserving DE-to-FR/IT translation, dedicated engine, glossary and Swiss-language controls not established.",
              "evidenceIds": []
            },
            {
              "id": "formality_and_variants",
              "question": "Can formality and regional variants (de-CH) be set?",
              "support": "unknown",
              "answer": "Can formality and regional variants (de-CH) be set? Unverified after checking Office and project-instruction docs; layout-preserving DE-to-FR/IT translation, dedicated engine, glossary and Swiss-language controls not established.",
              "evidenceIds": []
            },
            {
              "id": "writing_tools",
              "question": "Are dedicated rewrite and proofreading tools available?",
              "support": "partial",
              "answer": "Word add-in advertises tracked revisions, comments and company styles; no proofreading/translation fixture was run.",
              "evidenceIds": [
                "claude:cl-office"
              ]
            }
          ],
          "limitations": [
            "Unverified parts: document_translation, translation_engine, glossaries, formality_and_variants.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-office"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "DeepL integration offers document translation and glossaries; end-to-end layout quality is untested.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "document_translation",
              "question": "Can whole documents be translated with formatting kept?",
              "support": "partial",
              "answer": "Native DeepL integration lists document translation; its supported layout guarantees were not verified in a trial.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "translation_engine",
              "question": "Which engine translates?",
              "support": "supported",
              "answer": "The dedicated DeepL integration uses the customer DeepL API key; ordinary chat rewriting uses the chosen model.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "glossaries",
              "question": "Are company glossaries supported?",
              "support": "partial",
              "answer": "DeepL integration lists glossary management; full enterprise glossary rollout was not tested.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "formality_and_variants",
              "question": "Can formality and regional variants (de-CH) be set?",
              "support": "unknown",
              "answer": "Can formality and regional variants (de-CH) be set? Unknown. Formality/de-CH configuration and DE-to-FR/IT layout-preservation fixtures remain unverified.",
              "evidenceIds": []
            },
            {
              "id": "writing_tools",
              "question": "Are dedicated rewrite and proofreading tools available?",
              "support": "supported",
              "answer": "DeepL integration includes writing polish; Document Editor supports selected-text and whole-document AI edits.",
              "evidenceIds": [
                "langdock:langdock:integrations",
                "langdock:langdock:editor"
              ]
            }
          ],
          "limitations": [
            "document_translation: Native DeepL integration lists document translation; its supported layout guarantees were not verified in a trial.",
            "glossaries: DeepL integration lists glossary management; full enterprise glossary rollout was not tested.",
            "Unverified formality_and_variants: Formality/de-CH configuration and DE-to-FR/IT layout-preservation fixtures remain unverified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:integrations",
            "langdock:langdock:editor"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Claude explicitly excludes native photo/illustration generation; HTML/SVG visuals and uploaded-image analysis are separate capabilities.",
          "availability": "unknown",
          "delivery": "unknown",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients"
            ],
            "version": "Public help checked 2026-10-26",
            "plan": "Team/Enterprise native Claude web and desktop; third-party image tools excluded",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Supported commercial regions",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              }
            ]
          },
          "questions": [
            {
              "id": "image_generation",
              "question": "Can users generate images, with which models?",
              "support": "unsupported",
              "answer": "The official image FAQ explicitly says Claude does not generate photos or illustrations like dedicated image-generation tools. Its beta HTML/SVG diagrams/charts are not a native raster image-generation model.",
              "evidenceIds": [
                "claude:claude:image-generation-boundary-20261026"
              ]
            },
            {
              "id": "image_editing",
              "question": "Can users edit uploaded images?",
              "support": "unknown",
              "answer": "Can users edit uploaded images? Unverified after checking Claude pricing, artifacts and code/file-creation docs; design/artifact creation does not establish a native raster image model, uploaded-image editing, per-image controls or image-specific licence terms. Search on 2026-10-26: https://support.claude.com/en/articles/9002504-can-claude-produce-images, https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "admin_control",
              "question": "Can admins restrict image generation?",
              "support": "unknown",
              "answer": "Can admins restrict image generation? Unverified after checking Claude pricing, artifacts and code/file-creation docs; design/artifact creation does not establish a native raster image model, uploaded-image editing, per-image controls or image-specific licence terms. Search on 2026-10-26: https://support.claude.com/en/articles/9002504-can-claude-produce-images, https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "usage_terms",
              "question": "What usage rights apply to output?",
              "support": "unknown",
              "answer": "What usage rights apply to output? Unverified after checking Claude pricing, artifacts and code/file-creation docs; design/artifact creation does not establish a native raster image model, uploaded-image editing, per-image controls or image-specific licence terms. Search on 2026-10-26: https://support.claude.com/en/articles/9002504-can-claude-produce-images, https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language. No additional scoped evidence established this answer.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "image_editing: Can users edit uploaded images? Unverified after checking Claude pricing, artifacts and code/file-creation docs; design/artifact creation does not establish a native raster image model, uploaded-image editing, per-image controls or image-specific licence terms. Search on 2026-10-26: https://support.claude.com/en/articles/9002504-can-claude-produce-images, https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language. No additional scoped evidence established this answer.",
            "admin_control: Can admins restrict image generation? Unverified after checking Claude pricing, artifacts and code/file-creation docs; design/artifact creation does not establish a native raster image model, uploaded-image editing, per-image controls or image-specific licence terms. Search on 2026-10-26: https://support.claude.com/en/articles/9002504-can-claude-produce-images, https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language. No additional scoped evidence established this answer.",
            "usage_terms: What usage rights apply to output? Unverified after checking Claude pricing, artifacts and code/file-creation docs; design/artifact creation does not establish a native raster image model, uploaded-image editing, per-image controls or image-specific licence terms. Search on 2026-10-26: https://support.claude.com/en/articles/9002504-can-claude-produce-images, https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language. No additional scoped evidence established this answer."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:claude:image-generation-boundary-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Image generation and model-specific editing are documented with workspace controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "image_generation",
              "question": "Can users generate images, with which models?",
              "support": "partial",
              "answer": "Image-generation tool invokes a chosen available image model; dated September release names EU GPT-Image 2.5 Flare and Sunburst.",
              "evidenceIds": [
                "langdock:langdock:images",
                "langdock:langdock:changes"
              ]
            },
            {
              "id": "image_editing",
              "question": "Can users edit uploaded images?",
              "support": "partial",
              "answer": "The release describes image editing and BYOK model setup has an image-editing capability flag; exhaustive per-model editing limits were not verified.",
              "evidenceIds": [
                "langdock:langdock:changes",
                "langdock:langdock:byok-models"
              ]
            },
            {
              "id": "admin_control",
              "question": "Can admins restrict image generation?",
              "support": "supported",
              "answer": "Workspace admins can disable image generation and manage available models.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "usage_terms",
              "question": "What usage rights apply to output?",
              "support": "partial",
              "answer": "As between customer/vendor, customer content rights belong to the customer; third-party model terms and rights restrictions remain applicable.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            }
          ],
          "limitations": [
            "image_generation: Image-generation tool invokes a chosen available image model; dated September release names EU GPT-Image 2.5 Flare and Sunburst.",
            "image_editing: The release describes image editing and BYOK model setup has an image-editing capability flag; exhaustive per-model editing limits were not verified.",
            "usage_terms: As between customer/vendor, customer content rights belong to the customer; third-party model terms and rights restrictions remain applicable."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:images",
            "langdock:langdock:changes",
            "langdock:langdock:byok-models",
            "langdock:langdock:workspace",
            "langdock:langdock:terms"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Voice and Office dictation are listed; meeting and dialect details need evidence.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "dictation",
              "question": "Can users dictate prompts?",
              "support": "supported",
              "answer": "Claude for Microsoft 365 advertises dictation in its sidebar.",
              "evidenceIds": [
                "claude:cl-office"
              ]
            },
            {
              "id": "read_aloud",
              "question": "Can answers be read aloud?",
              "support": "unknown",
              "answer": "Can answers be read aloud? Unverified after checking commercial Voice listing, Office and connector docs; standalone read-aloud, live meeting transcription and Swiss German accuracy not verified.",
              "evidenceIds": []
            },
            {
              "id": "voice_conversation",
              "question": "Is a live voice mode available?",
              "support": "partial",
              "answer": "Team/Enterprise feature comparison lists Voice mode; exact client/language/audio-processing scope was not fully verified.",
              "evidenceIds": [
                "claude:cl-pricing"
              ]
            },
            {
              "id": "meeting_summaries",
              "question": "Are meetings transcribed and summarised?",
              "support": "unknown",
              "answer": "Are meetings transcribed and summarised? Unverified after checking commercial Voice listing, Office and connector docs; standalone read-aloud, live meeting transcription and Swiss German accuracy not verified.",
              "evidenceIds": []
            },
            {
              "id": "swiss_german_speech",
              "question": "Is Swiss German speech recognised?",
              "support": "unknown",
              "answer": "Is Swiss German speech recognised? Unverified after checking commercial Voice listing, Office and connector docs; standalone read-aloud, live meeting transcription and Swiss German accuracy not verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: read_aloud, meeting_summaries, swiss_german_speech.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-office",
            "claude:cl-pricing"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Audio/meeting-source integrations are documented; live voice and Swiss German remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "dictation",
              "question": "Can users dictate prompts?",
              "support": "unknown",
              "answer": "Can users dictate prompts? Unknown. Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.",
              "evidenceIds": []
            },
            {
              "id": "read_aloud",
              "question": "Can answers be read aloud?",
              "support": "partial",
              "answer": "ElevenLabs integration offers text-to-speech using a customer API key; this is not a guaranteed native read-aloud control.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "voice_conversation",
              "question": "Is a live voice mode available?",
              "support": "unknown",
              "answer": "Is a live voice mode available? Unknown. Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.",
              "evidenceIds": []
            },
            {
              "id": "meeting_summaries",
              "question": "Are meetings transcribed and summarised?",
              "support": "partial",
              "answer": "Google Meet/Zoom and ElevenLabs integrations can retrieve transcripts; source recordings and processing depend on the connected service. No native meeting-bot transcription fixture was run.",
              "evidenceIds": [
                "langdock:langdock:integrations"
              ]
            },
            {
              "id": "swiss_german_speech",
              "question": "Is Swiss German speech recognised?",
              "support": "unknown",
              "answer": "Is Swiss German speech recognised? Unknown. Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "read_aloud: ElevenLabs integration offers text-to-speech using a customer API key; this is not a guaranteed native read-aloud control.",
            "meeting_summaries: Google Meet/Zoom and ElevenLabs integrations can retrieve transcripts; source recordings and processing depend on the connected service. No native meeting-bot transcription fixture was run.",
            "Unverified dictation, voice_conversation, swiss_german_speech: Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:integrations"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enabled Chat code/file tools provide sandboxed analysis and Office/PDF output; Team egress defaults are not established by this finding.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team/Enterprise Chat code execution, file creation and artifact editing where enabled; excludes native Office and Cowork execution defaults",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              }
            ]
          },
          "questions": [
            {
              "id": "data_analysis",
              "question": "Can it analyse spreadsheets with executed code?",
              "support": "supported",
              "answer": "Enabled Chat code/file creation runs code in a sandboxed container and can create Python analysis scripts. This does not establish a particular Team egress default.",
              "evidenceIds": [
                "claude:cl-code-files-r2"
              ]
            },
            {
              "id": "charts",
              "question": "Can it produce charts?",
              "support": "supported",
              "answer": "The Chat computing path can create PNG data visualizations; native Office add-in charts are outside this narrowed scope.",
              "evidenceIds": [
                "claude:cl-code-files-r2"
              ]
            },
            {
              "id": "office_file_output",
              "question": "Can it create Word, Excel or PowerPoint files?",
              "support": "supported",
              "answer": "Enabled Chat file creation produces downloadable XLSX/PPTX/DOCX/PDF, subject to the file-tool guide's30 MB upload/download path.",
              "evidenceIds": [
                "claude:cl-code-files-r2"
              ]
            },
            {
              "id": "canvas_editing",
              "question": "Is there a document or canvas editor for iterating on output?",
              "support": "partial",
              "answer": "Docs/Design/Slides artifact templates support editing; template availability differs by type and plan.",
              "evidenceIds": [
                "claude:cl-artifacts-admin"
              ]
            }
          ],
          "limitations": [
            "Narrowed to verified file creation/execution. The guide's conflicting Team default is retained as a named configuration gap, not a claim about an enabled tenant.",
            "No formula/PPT/PDF output fixture. Separate enabled MCP routes are not controlled by the code-sandbox egress setting."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-code-files-r2",
            "claude:cl-artifacts-admin"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "File analysis, charts and editable document generation are documented; execution-location detail is incomplete.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "data_analysis",
              "question": "Can it analyse spreadsheets with executed code?",
              "support": "partial",
              "answer": "The data-analysis guide documents spreadsheet metrics/calculations; exact executed-code sandbox/model configuration was not verified.",
              "evidenceIds": [
                "langdock:langdock:analysis"
              ]
            },
            {
              "id": "charts",
              "question": "Can it produce charts?",
              "support": "supported",
              "answer": "Charts and downloadable chart images are supported in the guide.",
              "evidenceIds": [
                "langdock:langdock:analysis"
              ]
            },
            {
              "id": "office_file_output",
              "question": "Can it create Word, Excel or PowerPoint files?",
              "support": "supported",
              "answer": "Analysis lists Excel/CSV/Word/PDF/JSON; changelog and agent file templates also describe PowerPoint.",
              "evidenceIds": [
                "langdock:langdock:analysis",
                "langdock:langdock:changes"
              ]
            },
            {
              "id": "canvas_editing",
              "question": "Is there a document or canvas editor for iterating on output?",
              "support": "partial",
              "answer": "Document Editor replaces Canvas; it exports Markdown/Word/PDF but cannot directly edit imported Word/PDF files.",
              "evidenceIds": [
                "langdock:langdock:editor"
              ]
            }
          ],
          "limitations": [
            "data_analysis: The data-analysis guide documents spreadsheet metrics/calculations; exact executed-code sandbox/model configuration was not verified.",
            "canvas_editing: Document Editor replaces Canvas; it exports Markdown/Word/PDF but cannot directly edit imported Word/PDF files."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:analysis",
            "langdock:langdock:changes",
            "langdock:langdock:editor"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial projects and artifacts support shared work; recipient source boundaries need tests.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "share_chats",
              "question": "Can chats be shared inside the organisation?",
              "support": "partial",
              "answer": "Shared project members can see project content and chat within it; a full chat-link audience matrix was not verified.",
              "evidenceIds": [
                "claude:cl-projects"
              ]
            },
            {
              "id": "team_spaces",
              "question": "Are shared projects or workspaces available?",
              "support": "supported",
              "answer": "Team/Enterprise have shared projects; Enterprise groups receive shared projects/skills/plugins.",
              "evidenceIds": [
                "claude:cl-projects",
                "claude:cl-groups"
              ]
            },
            {
              "id": "group_chat",
              "question": "Can several people chat together with the AI?",
              "support": "unknown",
              "answer": "Can several people chat together with the AI? Unverified after checking project sharing, group controls and connector security; synchronous group AI chat and cross-group sharing fixture not verified.",
              "evidenceIds": []
            },
            {
              "id": "share_permission_boundary",
              "question": "Does sharing respect the recipient's access to sources?",
              "support": "partial",
              "answer": "Microsoft connector guide says shared-chat recipients see the response incorporating tool data; original source authorization does not prove recipient-safe output sharing.",
              "evidenceIds": [
                "claude:cl-m365"
              ]
            }
          ],
          "limitations": [
            "Unverified parts: group_chat.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-projects",
            "claude:cl-groups",
            "claude:cl-m365"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Shared projects expose chats/files, and Teams channels support group interaction.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "teams"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business/Enterprise workspace sharing; Teams bot requires workspace-admin setup and Microsoft tenant installation",
            "addOns": [
              "Microsoft Teams access; bot installed and permitted by tenant admin"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              },
              {
                "id": "teams",
                "name": "Langdock Teams bot",
                "type": "teams-app"
              }
            ]
          },
          "questions": [
            {
              "id": "share_chats",
              "question": "Can chats be shared inside the organisation?",
              "support": "supported",
              "answer": "Workspace chat-link sharing is managed under account shared chats.",
              "evidenceIds": [
                "langdock:langdock:account"
              ]
            },
            {
              "id": "team_spaces",
              "question": "Are shared projects or workspaces available?",
              "support": "supported",
              "answer": "Projects shared with users/groups include all current and future project chats, files and instructions; cannot share a project to the whole workspace.",
              "evidenceIds": [
                "langdock:langdock:projects"
              ]
            },
            {
              "id": "group_chat",
              "question": "Can several people chat together with the AI?",
              "support": "supported",
              "answer": "Teams channel threads allow several people to participate with @Langdock.",
              "evidenceIds": [
                "langdock:langdock:teams"
              ]
            },
            {
              "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? Unknown. No cross-group source-boundary sharing fixture was run; project sharing does not by itself prove permission-safe redistribution of generated answers.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified share_permission_boundary: No cross-group source-boundary sharing fixture was run; project sharing does not by itself prove permission-safe redistribution of generated answers."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:account",
            "langdock:langdock:projects",
            "langdock:langdock:teams"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:WORK-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Web and desktop interface languages include German, French and Italian; UI quality, complete admin localization and WCAG conformance remain unverified.",
          "availability": "unknown",
          "delivery": "unknown",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team and Enterprise using the documented web/desktop language setting",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              }
            ]
          },
          "questions": [
            {
              "id": "ui_languages",
              "question": "Which UI languages are offered?",
              "support": "supported",
              "answer": "The public display-language guide lists German, French and Italian, alongside English, Hindi, Indonesian, Japanese, Korean, Brazilian Portuguese and two Spanish variants, for web and desktop.",
              "evidenceIds": [
                "claude:claude:display-languages-20261026"
              ]
            },
            {
              "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? Unverified after checking Claude support/pricing/client documentation and language-setting searches; no plan-specific German/French/Italian UI inventory, linguistic inspection, localized admin inspection or WCAG conformance report retrieved. Search on 2026-10-26: https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language, https://support.claude.com/en/articles/9002504-can-claude-produce-images. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "accessibility_statement",
              "question": "Is there a WCAG conformance statement?",
              "support": "unknown",
              "answer": "Is there a WCAG conformance statement? Unverified after checking Claude support/pricing/client documentation and language-setting searches; no plan-specific German/French/Italian UI inventory, linguistic inspection, localized admin inspection or WCAG conformance report retrieved. Search on 2026-10-26: https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language, https://support.claude.com/en/articles/9002504-can-claude-produce-images. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "admin_ui_languages",
              "question": "Is the admin interface available in German?",
              "support": "unknown",
              "answer": "Is the admin interface available in German? Unverified after checking Claude support/pricing/client documentation and language-setting searches; no plan-specific German/French/Italian UI inventory, linguistic inspection, localized admin inspection or WCAG conformance report retrieved. Search on 2026-10-26: https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language, https://support.claude.com/en/articles/9002504-can-claude-produce-images. No additional scoped evidence established this answer.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "dach_language_quality: Are German, French and Italian UIs complete and natural? Unverified after checking Claude support/pricing/client documentation and language-setting searches; no plan-specific German/French/Italian UI inventory, linguistic inspection, localized admin inspection or WCAG conformance report retrieved. Search on 2026-10-26: https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language, https://support.claude.com/en/articles/9002504-can-claude-produce-images. No additional scoped evidence established this answer.",
            "accessibility_statement: Is there a WCAG conformance statement? Unverified after checking Claude support/pricing/client documentation and language-setting searches; no plan-specific German/French/Italian UI inventory, linguistic inspection, localized admin inspection or WCAG conformance report retrieved. Search on 2026-10-26: https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language, https://support.claude.com/en/articles/9002504-can-claude-produce-images. No additional scoped evidence established this answer.",
            "admin_ui_languages: Is the admin interface available in German? Unverified after checking Claude support/pricing/client documentation and language-setting searches; no plan-specific German/French/Italian UI inventory, linguistic inspection, localized admin inspection or WCAG conformance report retrieved. Search on 2026-10-26: https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude, https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language, https://support.claude.com/en/articles/9002504-can-claude-produce-images. No additional scoped evidence established this answer."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:claude:display-languages-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:WORK-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Five interface languages are documented; quality and accessibility have not been audited.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "ui_languages",
              "question": "Which UI languages are offered?",
              "support": "supported",
              "answer": "English, German, Spanish, French and Italian are listed in Account Preferences.",
              "evidenceIds": [
                "langdock:langdock:account"
              ]
            },
            {
              "id": "dach_language_quality",
              "question": "Are German, French and Italian UIs complete and natural?",
              "support": "unknown",
              "answer": "Are German, French and Italian UIs complete and natural? Unknown. No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.",
              "evidenceIds": []
            },
            {
              "id": "accessibility_statement",
              "question": "Is there a WCAG conformance statement?",
              "support": "unknown",
              "answer": "Is there a WCAG conformance statement? Unknown. No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.",
              "evidenceIds": []
            },
            {
              "id": "admin_ui_languages",
              "question": "Is the admin interface available in German?",
              "support": "unknown",
              "answer": "Is the admin interface available in German? Unknown. No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified dach_language_quality, accessibility_statement, admin_ui_languages: No authenticated language-quality/admin-translation inspection or WCAG conformance report was established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:account"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial SSO and domain controls are documented; exact client MFA/Conditional Access coverage remains open.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "sso_protocols",
              "question": "Which SSO protocols and identity providers work?",
              "support": "partial",
              "answer": "The SSO/provisioning guides document SAML IdPs including Entra, Okta, Google and others; full OIDC/direct-LDAP matrix was not established.",
              "evidenceIds": [
                "claude:cl-sso",
                "claude:cl-provision"
              ]
            },
            {
              "id": "sso_plan",
              "question": "Which plan includes SSO?",
              "support": "supported",
              "answer": "SSO is available on Team and Enterprise.",
              "evidenceIds": [
                "claude:cl-sso"
              ]
            },
            {
              "id": "mfa",
              "question": "Can MFA be enforced?",
              "support": "unknown",
              "answer": "Can MFA be enforced? Unverified after checking SSO/provisioning and Microsoft connector security docs; direct MFA policy enforcement and client Conditional Access compatibility not tested.",
              "evidenceIds": []
            },
            {
              "id": "conditional_access",
              "question": "Do Entra conditional-access policies apply?",
              "support": "unknown",
              "answer": "Do Entra conditional-access policies apply? Unverified after checking SSO/provisioning and Microsoft connector security docs; direct MFA policy enforcement and client Conditional Access compatibility not tested.",
              "evidenceIds": []
            },
            {
              "id": "domain_capture",
              "question": "Can the company claim its email domain?",
              "support": "partial",
              "answer": "SSO requires domain verification; Enterprise account claiming and Team migration differ.",
              "evidenceIds": [
                "claude:cl-sso",
                "claude:cl-pricing"
              ]
            }
          ],
          "limitations": [
            "Connector token/device policy caveats must not be generalized to Claude SSO itself. No trial login was performed."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-sso",
            "claude:cl-provision",
            "claude:cl-pricing"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Business includes SAML SSO and verified domains; MFA relies on the identity provider.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "sso_protocols",
              "question": "Which SSO protocols and identity providers work?",
              "support": "supported",
              "answer": "SAML 2.0 with Entra ID, Google Workspace and Okta; account docs also name Google/Microsoft SSO.",
              "evidenceIds": [
                "langdock:langdock:saml",
                "langdock:langdock:account"
              ]
            },
            {
              "id": "sso_plan",
              "question": "Which plan includes SSO?",
              "support": "supported",
              "answer": "Business up to 1000 users includes SSO, SCIM and SAML.",
              "evidenceIds": [
                "langdock:langdock:billing"
              ]
            },
            {
              "id": "mfa",
              "question": "Can MFA be enforced?",
              "support": "partial",
              "answer": "No standalone Langdock MFA; SAML identity provider enforces MFA.",
              "evidenceIds": [
                "langdock:langdock:saml"
              ]
            },
            {
              "id": "conditional_access",
              "question": "Do Entra conditional-access policies apply?",
              "support": "unknown",
              "answer": "Do Entra conditional-access policies apply? Unknown. OIDC/LDAP enterprise options and a tested Entra Conditional Access compatibility matrix were not established.",
              "evidenceIds": []
            },
            {
              "id": "domain_capture",
              "question": "Can the company claim its email domain?",
              "support": "supported",
              "answer": "Join by domain and verified email domains are prerequisites for SAML; SAML remains required on those verified domains.",
              "evidenceIds": [
                "langdock:langdock:saml"
              ]
            }
          ],
          "limitations": [
            "mfa: No standalone Langdock MFA; SAML identity provider enforces MFA.",
            "Unverified conditional_access: OIDC/LDAP enterprise options and a tested Entra Conditional Access compatibility matrix were not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:saml",
            "langdock:langdock:account",
            "langdock:langdock:billing"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Team JIT and Enterprise SCIM have different synchronization and removal behavior.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "scim",
              "question": "Is SCIM provisioning supported?",
              "support": "supported",
              "answer": "SCIM is available on Enterprise and explicitly unavailable on Team.",
              "evidenceIds": [
                "claude:cl-provision"
              ]
            },
            {
              "id": "group_sync",
              "question": "Are identity-provider groups synced?",
              "support": "partial",
              "answer": "Enterprise SCIM can synchronize groups; JIT group mappings change role/seat at login and do not synchronize custom-role groups.",
              "evidenceIds": [
                "claude:cl-provision"
              ]
            },
            {
              "id": "jit_provisioning",
              "question": "Are users created at first login?",
              "support": "supported",
              "answer": "Team/Enterprise JIT can provision at first SSO login; unassigned JIT users can retain their seat until manual removal.",
              "evidenceIds": [
                "claude:cl-provision"
              ]
            },
            {
              "id": "deprovisioning",
              "question": "What happens to a removed user's data and shared assets?",
              "support": "partial",
              "answer": "Enterprise SCIM automatically removes users when IdP access is revoked; underlying chat/project ownership and retention were not fixture-tested.",
              "evidenceIds": [
                "claude:cl-provision"
              ]
            },
            {
              "id": "seat_assignment",
              "question": "Can admins assign and reclaim seats?",
              "support": "supported",
              "answer": "Admins/owners manage standard/premium or current Enterprise access seats; group mappings can assign role/tier on supported plans.",
              "evidenceIds": [
                "claude:cl-provision"
              ]
            }
          ],
          "limitations": [
            "No leaver fixture or asset transfer test was performed."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-provision"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "SCIM synchronizes users/groups and preserves functioning ownerless agents.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "scim",
              "question": "Is SCIM provisioning supported?",
              "support": "supported",
              "answer": "SCIM 2.0 via Entra, with prior SAML and verified domains.",
              "evidenceIds": [
                "langdock:langdock:scim"
              ]
            },
            {
              "id": "group_sync",
              "question": "Are identity-provider groups synced?",
              "support": "supported",
              "answer": "Entra SCIM group sync is documented and can be disabled; default group roles are separately configurable.",
              "evidenceIds": [
                "langdock:langdock:scim-entra",
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "jit_provisioning",
              "question": "Are users created at first login?",
              "support": "unknown",
              "answer": "Are users created at first login? Unknown. Just-in-time first-login provisioning and complete user-chat/knowledge ownership effects were not tested or fully specified.",
              "evidenceIds": []
            },
            {
              "id": "deprovisioning",
              "question": "What happens to a removed user's data and shared assets?",
              "support": "partial",
              "answer": "Entra Update removes unassigned/blocked/soft-deleted memberships when enabled. Agents become unassigned, continue to work and need a new owner before editing; sync-folder owner removal can interrupt refresh.",
              "evidenceIds": [
                "langdock:langdock:scim-entra",
                "langdock:langdock:leaver",
                "langdock:langdock:sync"
              ]
            },
            {
              "id": "seat_assignment",
              "question": "Can admins assign and reclaim seats?",
              "support": "partial",
              "answer": "Admins assign roles/plans in member management; exact reclaimed-seat billing rules depend on subscription.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            }
          ],
          "limitations": [
            "deprovisioning: Entra Update removes unassigned/blocked/soft-deleted memberships when enabled. Agents become unassigned, continue to work and need a new owner before editing; sync-folder owner removal can interrupt refresh.",
            "seat_assignment: Admins assign roles/plans in member management; exact reclaimed-seat billing rules depend on subscription.",
            "Unverified jit_provisioning: Just-in-time first-login provisioning and complete user-chat/knowledge ownership effects were not tested or fully specified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:scim",
            "langdock:langdock:scim-entra",
            "langdock:langdock:workspace",
            "langdock:langdock:leaver",
            "langdock:langdock:sync"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise custom roles/groups add granular controls beyond Team owner/admin roles.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_roles",
              "question": "Which admin roles exist, and can admin rights be delegated?",
              "support": "supported",
              "answer": "Team has Owner/Admin/User; Enterprise also has custom roles and Primary Owner responsibilities.",
              "evidenceIds": [
                "claude:cl-provision",
                "claude:cl-compliance"
              ]
            },
            {
              "id": "groups",
              "question": "Can permissions be set per group?",
              "support": "supported",
              "answer": "Enterprise groups can be manual or SCIM-synchronized and receive roles/resources.",
              "evidenceIds": [
                "claude:cl-groups"
              ]
            },
            {
              "id": "feature_toggles",
              "question": "Which features can be switched on or off per group?",
              "support": "partial",
              "answer": "Enterprise roles control model/effort and plugin access; owners manage connectors, artifacts and egress. A full feature-by-group matrix was not tested.",
              "evidenceIds": [
                "claude:cl-model-control",
                "claude:cl-groups",
                "claude:cl-artifacts-admin"
              ]
            },
            {
              "id": "multi_entity",
              "question": "Can subsidiaries or departments be separated within one contract?",
              "support": "partial",
              "answer": "Parent/linked organization identity and compliance are documented, but full subsidiary data-isolation behavior was not verified.",
              "evidenceIds": [
                "claude:cl-compliance"
              ]
            }
          ],
          "limitations": [
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-provision",
            "claude:cl-compliance",
            "claude:cl-groups",
            "claude:cl-model-control",
            "claude:cl-artifacts-admin"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "System/custom roles and delegated groups govern product and action permissions.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_roles",
              "question": "Which admin roles exist, and can admin rights be delegated?",
              "support": "supported",
              "answer": "Member, Editor, Admin, up to five custom roles and extra permissions; group admins are separate from workspace admins.",
              "evidenceIds": [
                "langdock:langdock:roles"
              ]
            },
            {
              "id": "groups",
              "question": "Can permissions be set per group?",
              "support": "supported",
              "answer": "Groups can be SCIM-synced, admin-created or user-created if allowed; group rights and resources are distinct from system roles.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "feature_toggles",
              "question": "Which features can be switched on or off per group?",
              "support": "partial",
              "answer": "Role permissions plus integration/action sharing can target people/groups. Global chat/agent capabilities include search, images and file work; universal per-group toggle parity was not established.",
              "evidenceIds": [
                "langdock:langdock:roles",
                "langdock:langdock:actions",
                "langdock:langdock:workspace"
              ]
            },
            {
              "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? Unknown. Subsidiary/contract-level isolation beyond group and workspace boundaries was not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "feature_toggles: Role permissions plus integration/action sharing can target people/groups. Global chat/agent capabilities include search, images and file work; universal per-group toggle parity was not established.",
            "Unverified multi_entity: Subsidiary/contract-level isolation beyond group and workspace boundaries was not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:roles",
            "langdock:langdock:workspace",
            "langdock:langdock:actions"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial analytics expose adoption and spend with plan-specific roles and CSV exports.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "adoption_dashboard",
              "question": "Is there an adoption dashboard?",
              "support": "supported",
              "answer": "Team owners and Enterprise owners/admins have usage analytics; Enterprise admins cannot see Spend.",
              "evidenceIds": [
                "claude:cl-analytics"
              ]
            },
            {
              "id": "breakdowns",
              "question": "Can usage be broken down by group, model, feature and assistant?",
              "support": "partial",
              "answer": "Product, group, member, model, skill and connector read/write activity are documented; availability varies by billing mode.",
              "evidenceIds": [
                "claude:cl-analytics"
              ]
            },
            {
              "id": "export",
              "question": "Can usage data be exported?",
              "support": "supported",
              "answer": "CSV spend reports include user/model token and estimated-spend fields, updated daily, with up to 90-day selectable history.",
              "evidenceIds": [
                "claude:cl-analytics"
              ]
            },
            {
              "id": "privacy_modes",
              "question": "Can per-person reporting be limited or pseudonymised?",
              "support": "unknown",
              "answer": "Can per-person reporting be limited or pseudonymised? Unverified after checking analytics and role docs; organization-wide pseudonymization/works-council reporting settings not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: privacy_modes.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-analytics"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-04",
          "verificationStatus": "agent-cross-checked",
          "support": "supported",
          "answer": "Analytics and exports cover adoption and consumption with user-detail controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "adoption_dashboard",
              "question": "Is there an adoption dashboard?",
              "support": "supported",
              "answer": "Active users, message trends, agent/group counts and leaderboards are documented.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "breakdowns",
              "question": "Can usage be broken down by group, model, feature and assistant?",
              "support": "supported",
              "answer": "Products, models, users, groups, API keys, agents, workflows, projects and add-ins have dashboard/export breakdowns.",
              "evidenceIds": [
                "langdock:langdock:workspace",
                "langdock:langdock:exports"
              ]
            },
            {
              "id": "export",
              "question": "Can usage data be exported?",
              "support": "supported",
              "answer": "CSV and Usage Export API, up to 12 months, one million rows per export and 15-minute generation limit.",
              "evidenceIds": [
                "langdock:langdock:exports"
              ]
            },
            {
              "id": "privacy_modes",
              "question": "Can per-person reporting be limited or pseudonymised?",
              "support": "supported",
              "answer": "User-level data toggle omits listed identifying fields from CSV; whole analytics can be disabled via support.",
              "evidenceIds": [
                "langdock:langdock:exports",
                "langdock:langdock:workspace"
              ]
            }
          ],
          "limitations": [],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:workspace",
            "langdock:langdock:exports"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise has user/group limits, with pooled group budgets in beta.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_visibility",
              "question": "Can admins see cost or consumption per user and group?",
              "support": "supported",
              "answer": "Enterprise analytics show model/member spend; legacy seat-based reports cover overage only.",
              "evidenceIds": [
                "claude:cl-analytics"
              ]
            },
            {
              "id": "budgets",
              "question": "Can budgets be set per user or group?",
              "support": "partial",
              "answer": "Enterprise supports organization/user limits and group per-user limits; shared monthly group budgets are beta.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-groups"
              ]
            },
            {
              "id": "budget_enforcement",
              "question": "Does reaching a budget alert, block or downgrade?",
              "support": "partial",
              "answer": "Docs expose blocked-by-limit behavior and individual/group resolution order; exact overshoot/timing was not tested.",
              "evidenceIds": [
                "claude:cl-groups"
              ]
            },
            {
              "id": "chargeback",
              "question": "Can costs be exported per cost centre?",
              "support": "partial",
              "answer": "Per-user/model CSVs can inform allocation; a native cost-centre chargeback export was not established.",
              "evidenceIds": [
                "claude:cl-analytics"
              ]
            }
          ],
          "limitations": [
            "No small-budget enforced-stop fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-analytics",
            "claude:cl-enterprise",
            "claude:cl-groups"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Chat/BYOK, workspace API and workflows have separate spend controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_visibility",
              "question": "Can admins see cost or consumption per user and group?",
              "support": "supported",
              "answer": "BYOK analytics show estimated USD from configured custom-model rates; API/extra usage has billed costs. These can differ from provider invoices.",
              "evidenceIds": [
                "langdock:langdock:workspace",
                "langdock:langdock:byok"
              ]
            },
            {
              "id": "budgets",
              "question": "Can budgets be set per user or group?",
              "support": "supported",
              "answer": "Workspace, plan, group, user and agent BYOK limits; personal extra limits; workflow workspace and individual limits.",
              "evidenceIds": [
                "langdock:langdock:byok-limits",
                "langdock:langdock:extra",
                "langdock:langdock:workflow-limits"
              ]
            },
            {
              "id": "budget_enforcement",
              "question": "Does reaching a budget alert, block or downgrade?",
              "support": "partial",
              "answer": "Chat/agents fall back; personal API errors; workflow AI runs stop. Current response overshoot, unpriced models and excluded backbone/workspace API/workflow costs limit a single-budget interpretation.",
              "evidenceIds": [
                "langdock:langdock:extra",
                "langdock:langdock:byok-limits",
                "langdock:langdock:workflow-limits"
              ]
            },
            {
              "id": "chargeback",
              "question": "Can costs be exported per cost centre?",
              "support": "partial",
              "answer": "Usage CSV/API include cost and department/company grouping fields; a full accounting chargeback integration was not established.",
              "evidenceIds": [
                "langdock:langdock:exports"
              ]
            }
          ],
          "limitations": [
            "budget_enforcement: Chat/agents fall back; personal API errors; workflow AI runs stop. Current response overshoot, unpriced models and excluded backbone/workspace API/workflow costs limit a single-budget interpretation.",
            "chargeback: Usage CSV/API include cost and department/company grouping fields; a full accounting chargeback integration was not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:workspace",
            "langdock:langdock:byok",
            "langdock:langdock:byok-limits",
            "langdock:langdock:extra",
            "langdock:langdock:workflow-limits",
            "langdock:langdock:exports"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise audit metadata and content/compliance exports are distinct.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_events",
              "question": "Are admin and security events logged?",
              "support": "supported",
              "answer": "Enterprise audit events cover member, SSO, configuration, file and conversation metadata; exported fields include actor/device/IP.",
              "evidenceIds": [
                "claude:cl-audit"
              ]
            },
            {
              "id": "content_logging",
              "question": "Can prompts and answers be retained for compliance, and is it configurable?",
              "support": "supported",
              "answer": "Audit export excludes chat titles/content; organization data exports or Compliance API provide eligible content.",
              "evidenceIds": [
                "claude:cl-audit",
                "claude:cl-compliance"
              ]
            },
            {
              "id": "siem_export",
              "question": "Can logs stream to a SIEM or be exported?",
              "support": "supported",
              "answer": "Enterprise Compliance API and partner integrations provide event/chat/file access for security tools.",
              "evidenceIds": [
                "claude:cl-compliance",
                "claude:cl-compliance-partners"
              ]
            },
            {
              "id": "ediscovery",
              "question": "Are eDiscovery and legal hold supported?",
              "support": "partial",
              "answer": "Partner integrations include preservation/eDiscovery workflows; a native legal-hold setting was not verified.",
              "evidenceIds": [
                "claude:cl-compliance-partners"
              ]
            },
            {
              "id": "log_retention",
              "question": "How long are logs kept?",
              "support": "partial",
              "answer": "UI audit export aggregates the past 180 days; its download link lasts 24 hours. API retention/integrity guarantees were not fully inspected.",
              "evidenceIds": [
                "claude:cl-audit"
              ]
            }
          ],
          "limitations": [
            "CMEK disables the UI Export logs route; audit events remain accessible through Compliance API. No export or integrity fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-audit",
            "claude:cl-compliance",
            "claude:cl-compliance-partners"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise dedicated deployment documents separate administrative-event and conversation-content export APIs. Cloud content export requires workspace enablement and is outside this dedicated finding.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": "Public documentation checked 2026-10-26",
            "plan": "Enterprise dedicated deployment: administrative and resource APIs plus separately enabled Compliance API; Business Cloud outside this finding",
            "addOns": [
              "Dedicated Enterprise deployment and relevant API scopes; Compliance API deployment enablement"
            ],
            "deploymentMode": "dedicated-instance",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              },
              {
                "id": "api",
                "name": "Langdock public APIs and agent MCP server",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "admin_events",
              "question": "Are admin and security events logged?",
              "support": "partial",
              "answer": "API logs workspace/model/role/skill/action/workflow changes and failed logins with actor/IP/diff; immutable storage guarantees were not verified.",
              "evidenceIds": [
                "langdock:langdock:audit"
              ]
            },
            {
              "id": "content_logging",
              "question": "Can prompts and answers be retained for compliance, and is it configurable?",
              "support": "partial",
              "answer": "Dedicated deployments serve the Compliance API unless disabled for that deployment. A key with the Compliance API scope is required. Conversation message content and tool inputs/outputs are included only when include_message_content=true and include_action_results=true are both set. On Cloud the scope is hidden and requests return 404 until workspace enablement; Business Cloud entitlement is not inferred.",
              "evidenceIds": [
                "langdock:langdock:compliance-rev2-20261026"
              ]
            },
            {
              "id": "siem_export",
              "question": "Can logs stream to a SIEM or be exported?",
              "support": "supported",
              "answer": "Cursor-paginated event API is documented for SIEM ingestion, under AUDIT_LOG_API scope.",
              "evidenceIds": [
                "langdock:langdock:audit"
              ]
            },
            {
              "id": "ediscovery",
              "question": "Are eDiscovery and legal hold supported?",
              "support": "unknown",
              "answer": "Are eDiscovery and legal hold supported? Unknown. Native legal hold/eDiscovery and audit integrity guarantees were not established. Rechecked 2026-10-26 in Audit Logs API Overview, Export tool parameters and outputs.",
              "evidenceIds": []
            },
            {
              "id": "log_retention",
              "question": "How long are logs kept?",
              "support": "supported",
              "answer": "Administrative audit events have documented90-day retention. Conversation data follows the deployment workspace retention settings. A separate SaaS workflow pricing retention period is not asserted for this dedicated deployment.",
              "evidenceIds": [
                "langdock:langdock:audit",
                "langdock:langdock:workspace",
                "langdock:langdock:pricing"
              ]
            }
          ],
          "limitations": [
            "Audit events, usage rows and conversation-content exports are distinct API functions. The dedicated-deployment behavior is not universal Business Cloud availability."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "langdock:langdock:audit",
            "langdock:langdock:compliance-rev2",
            "langdock:langdock:workspace",
            "langdock:langdock:pricing",
            "langdock:langdock:compliance-rev2-20261026",
            "langdock:langdock:audit-20261026",
            "langdock:langdock:workspace-20261026",
            "langdock:langdock:pricing-20261026"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Eligible Enterprise organizations can use Compliance API partner monitoring; native inline PII handling remains unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-connectors"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Enterprise with Primary-Owner-enabled Compliance API and separately configured partner integration; no Team entitlement",
            "addOns": [
              "Enterprise plan",
              "Compliance API activation by Primary Owner",
              "Applicable partner subscription and configuration"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              }
            ]
          },
          "questions": [
            {
              "id": "pii_detection",
              "question": "Is personal data detected in prompts and files?",
              "support": "unknown",
              "answer": "Is personal data detected in prompts and files? Unverified after checking Compliance API integration, connector and security docs; no Swiss AHV/IBAN test, native PII action/custom patterns or filter geography verified.",
              "evidenceIds": []
            },
            {
              "id": "pii_action",
              "question": "Is it redacted, masked, blocked or only warned?",
              "support": "unknown",
              "answer": "Is it redacted, masked, blocked or only warned? Unverified after checking Compliance API integration, connector and security docs; no Swiss AHV/IBAN test, native PII action/custom patterns or filter geography verified.",
              "evidenceIds": []
            },
            {
              "id": "custom_patterns",
              "question": "Can admins add custom patterns or terms?",
              "support": "unknown",
              "answer": "Can admins add custom patterns or terms? Unverified after checking Compliance API integration, connector and security docs; no Swiss AHV/IBAN test, native PII action/custom patterns or filter geography verified.",
              "evidenceIds": []
            },
            {
              "id": "dlp_integration",
              "question": "Does it integrate with an existing DLP product?",
              "support": "partial",
              "answer": "Enterprise Compliance API partners offer monitoring/security/DLP integrations after Primary Owner activation. Claude Platform is a separate scope, and these integrations do not prove native inline pre-model redaction.",
              "evidenceIds": [
                "claude:cl-compliance-partners-r2"
              ]
            },
            {
              "id": "filter_location",
              "question": "Where does filtering run?",
              "support": "unknown",
              "answer": "Where does filtering run? Unverified after checking Compliance API integration, connector and security docs; no Swiss AHV/IBAN test, native PII action/custom patterns or filter geography verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "The positive integration statement is Enterprise-only. Team integration support remains unverified.",
            "No Swiss AHV/IBAN fixture, custom-pattern behavior, pre-model blocking/redaction or filter geography verified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-compliance-partners-r2"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Purview source filtering is documented; generic prompt/file PII redaction remains unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "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. The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.",
              "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. The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "custom_patterns",
              "question": "Can admins add custom patterns or terms?",
              "support": "unknown",
              "answer": "Can admins add custom patterns or terms? Unknown. The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.",
              "evidenceIds": []
            },
            {
              "id": "dlp_integration",
              "question": "Does it integrate with an existing DLP product?",
              "support": "partial",
              "answer": "Request-enabled Purview label policy can withhold content before AI access for supported Microsoft integrations, with substantial documented exclusions.",
              "evidenceIds": [
                "langdock:langdock:labels"
              ]
            },
            {
              "id": "filter_location",
              "question": "Where does filtering run?",
              "support": "partial",
              "answer": "The label check runs in Langdock integration code before permitted content reaches the AI; it is not a generic AHV/IBAN detector.",
              "evidenceIds": [
                "langdock:langdock:labels"
              ]
            }
          ],
          "limitations": [
            "dlp_integration: Request-enabled Purview label policy can withhold content before AI access for supported Microsoft integrations, with substantial documented exclusions.",
            "filter_location: The label check runs in Langdock integration code before permitted content reaches the AI; it is not a generic AHV/IBAN detector.",
            "Unverified pii_detection, pii_action, custom_patterns: The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:labels"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:ADM-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise has feature/model and plugin safeguards; broader policy enforcement remains partly unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "org_instructions",
              "question": "Can admins set organisation-wide instructions?",
              "support": "unknown",
              "answer": "Can admins set organisation-wide instructions? Unverified after checking commercial terms, Enterprise controls and security scanning releases; organization-wide enforced instructions and mandatory AUP acknowledgment not established.",
              "evidenceIds": []
            },
            {
              "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? Unverified after checking commercial terms, Enterprise controls and security scanning releases; organization-wide enforced instructions and mandatory AUP acknowledgment not established.",
              "evidenceIds": []
            },
            {
              "id": "content_filters",
              "question": "Are content filters configurable?",
              "support": "partial",
              "answer": "Enterprise release notes announce skill/plugin security scanning beta; it does not establish a configurable prompt/topic content-filter system.",
              "evidenceIds": [
                "claude:cl-release"
              ]
            },
            {
              "id": "violation_reporting",
              "question": "Are policy hits visible to admins?",
              "support": "partial",
              "answer": "Security/compliance integrations can analyze events; a complete native policy-violation dashboard was not verified.",
              "evidenceIds": [
                "claude:cl-compliance-partners"
              ]
            }
          ],
          "limitations": [
            "Unverified parts: org_instructions, usage_notice.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-release",
            "claude:cl-compliance-partners"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:ADM-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Instructions, disclaimers and agent compliance checks exist; prompt-level topic enforcement remains incomplete.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "org_instructions",
              "question": "Can admins set organisation-wide instructions?",
              "support": "partial",
              "answer": "Company description supplies up to 10000 characters in regular chats; agent/project instructions replace that field.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "usage_notice",
              "question": "Can users be required to accept a usage policy?",
              "support": "partial",
              "answer": "Admins can set chat/folder disclaimers and custom guidance links; required acceptance is not established.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "content_filters",
              "question": "Are content filters configurable?",
              "support": "partial",
              "answer": "Governance rules evaluate agent configurations when created/published, not every prompt; failure can lead to manual flag/disable.",
              "evidenceIds": [
                "langdock:langdock:gov"
              ]
            },
            {
              "id": "violation_reporting",
              "question": "Are policy hits visible to admins?",
              "support": "partial",
              "answer": "Rule severity/results and per-rule failure analytics are visible in Governance; runtime prompt-policy reporting was not established.",
              "evidenceIds": [
                "langdock:langdock:gov"
              ]
            }
          ],
          "limitations": [
            "org_instructions: Company description supplies up to 10000 characters in regular chats; agent/project instructions replace that field.",
            "usage_notice: Admins can set chat/folder disclaimers and custom guidance links; required acceptance is not established.",
            "content_filters: Governance rules evaluate agent configurations when created/published, not every prompt; failure can lead to manual flag/disable.",
            "violation_reporting: Rule severity/results and per-rule failure analytics are visible in Governance; runtime prompt-policy reporting was not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:workspace",
            "langdock:langdock:gov"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial privacy documentation describes US storage and global inference; US-only Enterprise inference is a separate option.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "storage_region",
              "question": "Where are chats, files and indexes stored?",
              "support": "partial",
              "answer": "The commercial server-location article specifies US storage for Enterprise/API; exact Team and per-feature chat/file/index mapping was not established.",
              "evidenceIds": [
                "claude:cl-servers"
              ]
            },
            {
              "id": "inference_region",
              "question": "Where do model calls run, per provider?",
              "support": "supported",
              "answer": "Default commercial inference may run in the US, Europe, Asia or Australia; usage-based Enterprise can select US-only inference.",
              "evidenceIds": [
                "claude:cl-servers",
                "claude:cl-us-only"
              ]
            },
            {
              "id": "backups_logs_region",
              "question": "Where are backups, logs and telemetry?",
              "support": "unknown",
              "answer": "Where are backups, logs and telemetry? Unverified after checking commercial location and US-only inference guides; no EU/Swiss-only hosting guarantee or backup/log/telemetry country matrix retrieved.",
              "evidenceIds": []
            },
            {
              "id": "support_access_region",
              "question": "From where can vendor staff access data?",
              "support": "partial",
              "answer": "Internal support/safety processing can take place in countries with Anthropic affiliates; the full personnel/country/access map is not enumerated here.",
              "evidenceIds": [
                "claude:cl-servers"
              ]
            },
            {
              "id": "swiss_hosting",
              "question": "Is Swiss hosting available?",
              "support": "unknown",
              "answer": "Is Swiss hosting available? Unverified after checking commercial location and US-only inference guides; no EU/Swiss-only hosting guarantee or backup/log/telemetry country matrix retrieved.",
              "evidenceIds": []
            },
            {
              "id": "residency_plan",
              "question": "Which plan or option provides residency?",
              "support": "supported",
              "answer": "US-only inference is limited to usage-based Enterprise, excludes Team and legacy seat-based Enterprise, and has model-specific 1.1x pricing. It does not control storage or third-party services.",
              "evidenceIds": [
                "claude:cl-us-only"
              ]
            }
          ],
          "limitations": [
            "Do not substitute cloud-provider model availability for residency of the hosted Claude workspace. Design and Google add-in retention have separate rules."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-servers",
            "claude:cl-us-only"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Default Azure Frankfurt/EU storage and provider-specific inference are contractually distinguished.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "storage_region",
              "question": "Where are chats, files and indexes stored?",
              "support": "supported",
              "answer": "Terms Appendix 1 places files, prompts, outputs and embeddings in selected EU Azure data centres; Frankfurt named.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "inference_region",
              "question": "Where do model calls run, per provider?",
              "support": "supported",
              "answer": "Azure, OpenAI, Google, AWS Bedrock and Mistral have described EU routes. Opt-in Global Azure/Google/AWS/OpenAI routes can infer worldwide, including US; default model enablement is EU only.",
              "evidenceIds": [
                "langdock:langdock:terms",
                "langdock:langdock:dpa",
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "backups_logs_region",
              "question": "Where are backups, logs and telemetry?",
              "support": "partial",
              "answer": "DPA Appendix 2 places Sentry diagnostic data in EU; full backup/telemetry physical region matrix was not disclosed.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "support_access_region",
              "question": "From where can vendor staff access data?",
              "support": "partial",
              "answer": "User-granted Support sharing expires after 72 hours and is unavailable on dedicated deployments; staff access geography is not specified.",
              "evidenceIds": [
                "langdock:langdock:account"
              ]
            },
            {
              "id": "swiss_hosting",
              "question": "Is Swiss hosting available?",
              "support": "partial",
              "answer": "Custom model setup allows CH region on some dedicated deployments, which does not prove end-to-end Swiss platform/support residency.",
              "evidenceIds": [
                "langdock:langdock:byok-models"
              ]
            },
            {
              "id": "residency_plan",
              "question": "Which plan or option provides residency?",
              "support": "supported",
              "answer": "Standard multi-tenant uses EU Azure; global model activation is a controller instruction under DPA section 8.",
              "evidenceIds": [
                "langdock:langdock:security",
                "langdock:langdock:dpa"
              ]
            }
          ],
          "limitations": [
            "backups_logs_region: DPA Appendix 2 places Sentry diagnostic data in EU; full backup/telemetry physical region matrix was not disclosed.",
            "swiss_hosting: Custom model setup allows CH region on some dedicated deployments, which does not prove end-to-end Swiss platform/support residency.",
            "support_access_region: User-granted Support sharing expires after 72 hours and is unavailable on dedicated deployments; staff access geography is not specified."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:terms",
            "langdock:langdock:dpa",
            "langdock:langdock:workspace",
            "langdock:langdock:byok-models",
            "langdock:langdock:account",
            "langdock:langdock:security"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Team/Enterprise are vendor-hosted workspaces; whole-platform private deployment is unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "multi_tenant_saas",
              "question": "Is a shared SaaS offered?",
              "support": "supported",
              "answer": "Team/Enterprise provide Anthropic-operated commercial SaaS; the DPA specifies logical separation of customer data.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-dpa"
              ]
            },
            {
              "id": "dedicated_instance",
              "question": "Is a dedicated single-tenant instance offered, from what size?",
              "support": "unknown",
              "answer": "Is a dedicated single-tenant instance offered, from what size? Unverified after checking commercial plans, DPA, remote MCP and Office cloud-credential documentation; dedicated instance, whole-platform customer cloud/on-premises, air-gap and feature/seat thresholds not verified.",
              "evidenceIds": []
            },
            {
              "id": "customer_cloud",
              "question": "Can it run in the customer's own cloud account, from what size?",
              "support": "unknown",
              "answer": "Can it run in the customer's own cloud account, from what size? Unverified after checking commercial plans, DPA, remote MCP and Office cloud-credential documentation; dedicated instance, whole-platform customer cloud/on-premises, air-gap and feature/seat thresholds not verified.",
              "evidenceIds": []
            },
            {
              "id": "on_premise",
              "question": "Can the whole platform run on customer infrastructure, from what size?",
              "support": "unknown",
              "answer": "Can the whole platform run on customer infrastructure, from what size? Unverified after checking commercial plans, DPA, remote MCP and Office cloud-credential documentation; dedicated instance, whole-platform customer cloud/on-premises, air-gap and feature/seat thresholds not verified.",
              "evidenceIds": []
            },
            {
              "id": "air_gapped",
              "question": "Can it run without internet access?",
              "support": "unknown",
              "answer": "Can it run without internet access? Unverified after checking commercial plans, DPA, remote MCP and Office cloud-credential documentation; dedicated instance, whole-platform customer cloud/on-premises, air-gap and feature/seat thresholds not verified.",
              "evidenceIds": []
            },
            {
              "id": "mode_feature_gaps",
              "question": "Which features are missing outside SaaS?",
              "support": "unknown",
              "answer": "Which features are missing outside SaaS? Unverified after checking commercial plans, DPA, remote MCP and Office cloud-credential documentation; dedicated instance, whole-platform customer cloud/on-premises, air-gap and feature/seat thresholds not verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Local Cowork tasks, Desktop MCP and Office cloud credentials do not establish deployment of the whole hosted workspace."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-enterprise",
            "claude:cl-dpa"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Deployment minimums differ from Enterprise subscription entry.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Standard SaaS; Enterprise 1000+; managed dedicated 2000+; own cloud/on-premise 5000+",
            "addOns": [
              "Deployment and operations quoted"
            ],
            "deploymentMode": null,
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "multi_tenant_saas",
              "question": "Is a shared SaaS offered?",
              "support": "supported",
              "answer": "Standard multi-tenant SaaS is hosted on Microsoft Azure within EU.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "dedicated_instance",
              "question": "Is a dedicated single-tenant instance offered, from what size?",
              "support": "supported",
              "answer": "Langdock-managed single-tenant SaaS from 2000+ seats.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "customer_cloud",
              "question": "Can it run in the customer's own cloud account, from what size?",
              "support": "partial",
              "answer": "Customer-cloud dedicated deployment from 5000+ seats; detailed operator and feature allocation are contract-specific.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "on_premise",
              "question": "Can the whole platform run on customer infrastructure, from what size?",
              "support": "partial",
              "answer": "Custom Kubernetes via Helm from 5000+ seats; operator split and infrastructure requirements are not public here.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "air_gapped",
              "question": "Can it run without internet access?",
              "support": "unknown",
              "answer": "Can it run without internet access? Unknown. Air-gapped operation was not established. Thresholds are not universal feature or pricing entitlements.",
              "evidenceIds": []
            },
            {
              "id": "mode_feature_gaps",
              "question": "Which features are missing outside SaaS?",
              "support": "partial",
              "answer": "Dedicated lacks Support chat-sharing and password/profile editing in Langdock; other feature controls depend on deployment configuration. No exhaustive parity list was found.",
              "evidenceIds": [
                "langdock:langdock:account",
                "langdock:langdock:chat"
              ]
            }
          ],
          "limitations": [
            "customer_cloud: Customer-cloud dedicated deployment from 5000+ seats; detailed operator and feature allocation are contract-specific.",
            "on_premise: Custom Kubernetes via Helm from 5000+ seats; operator split and infrastructure requirements are not public here.",
            "mode_feature_gaps: Dedicated lacks Support chat-sharing and password/profile editing in Langdock; other feature controls depend on deployment configuration. No exhaustive parity list was found.",
            "Unverified air_gapped: Air-gapped operation was not established. Thresholds are not universal feature or pricing entitlements."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:security",
            "langdock:langdock:account",
            "langdock:langdock:chat"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Hosted commercial Chat/Cowork retention is separate from API/Code/provider ZDR arrangements and limited Fable exceptions.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Direct hosted Claude Team/Enterprise Chat and Cowork under Commercial Terms; API/ClaudeCode/third-party-provider ZDR routes discussed only as separate exceptions",
            "addOns": [
              "Standard hosted commercial retention; no assumed special ZDR agreement"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "vendor_training",
              "question": "Does the vendor train on customer content?",
              "support": "supported",
              "answer": "Commercial Terms section B prohibits training on Customer Content; the privacy guide describes explicit feedback/bug submissions as an exception to default no-training.",
              "evidenceIds": [
                "claude:cl-terms",
                "claude:cl-training"
              ]
            },
            {
              "id": "provider_training",
              "question": "Do model providers train on it under this product's contracts?",
              "support": "partial",
              "answer": "Direct hosted Claude uses Anthropic models under its commercial no-training terms. Separate API, Office BYO cloud or third-party integrations require their own contracts and are outside this hosted inference finding.",
              "evidenceIds": [
                "claude:cl-terms"
              ]
            },
            {
              "id": "provider_retention",
              "question": "How long do model providers keep prompts, including for abuse monitoring?",
              "support": "partial",
              "answer": "Hosted saved commercial chats persist until deletion; normal backend deletion is within 30 days with safety/legal exceptions. Covered Models have an additional default minimum 30-day safety-retention rule; ordinary saved-chat history is not thereby limited to30 days.",
              "evidenceIds": [
                "claude:cl-retention-r2",
                "claude:cl-covered-r2"
              ]
            },
            {
              "id": "zero_retention",
              "question": "Is zero data retention available, and on which plan?",
              "support": "partial",
              "answer": "The route guide says hosted Enterprise Chat/Cowork already operate with standard retention. Separately, Console/API, Enterprise Code and provider ZDR configurations follow their own rules. The default Covered Model rule has a limited temporary Fable exception for eligible notified/agreement-based internal business applications; no general hosted Chat/Cowork ZDR entitlement is established.",
              "evidenceIds": [
                "claude:cl-covered-r2",
                "claude:cl-covered-routes-r2"
              ]
            },
            {
              "id": "human_review",
              "question": "Can provider staff review content?",
              "support": "partial",
              "answer": "Commercial confidentiality/DPA measures permit authorized, least-privileged personnel processing. The detailed approved-reviewer path concerns the described Covered Model retained-monitoring configurations; it is not a complete hosted-chat human-access map. No no-human-access guarantee is made.",
              "evidenceIds": [
                "claude:cl-terms",
                "claude:cl-dpa",
                "claude:cl-covered-routes-r2"
              ]
            }
          ],
          "limitations": [
            "Reconciliation: the Covered Model minimum is a default rule; its temporary agreement-based exception is conditional. The current route guide expressly excludes notified exception customers from the general ZDR-transition instructions.",
            "No-training, saved history, safety-monitoring copies and specialized ZDR agreements are distinct. No sales contact or agreement signing."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-terms",
            "claude:cl-training",
            "claude:cl-retention-r2",
            "claude:cl-covered-r2",
            "claude:cl-covered-routes-r2",
            "claude:cl-dpa"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-03",
          "verificationStatus": "agent-cross-checked",
          "support": "supported",
          "answer": "Microsoft Azure model routes use the contract-described no-training and Modified Abuse Monitoring configuration. Other providers are outside this finding.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business/Enterprise managed Microsoft Azure model routes only; BYOK and Fable/other-provider routes excluded",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default; explicitly selected global Azure models may infer outside EU",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "vendor_training",
              "question": "Does the vendor train on customer content?",
              "support": "supported",
              "answer": "Terms section9 prohibits Langdock use of customer data for model development, training or improvement.",
              "evidenceIds": [
                "langdock:langdock:terms-rev2"
              ]
            },
            {
              "id": "provider_training",
              "question": "Do model providers train on it under this product's contracts?",
              "support": "supported",
              "answer": "Appendix1 Microsoft Azure obligations exclude sharing customer prompts/files/embeddings with model developers and using them to train or improve models.",
              "evidenceIds": [
                "langdock:langdock:terms-rev2"
              ]
            },
            {
              "id": "provider_retention",
              "question": "How long do model providers keep prompts, including for abuse monitoring?",
              "support": "supported",
              "answer": "For the scoped Microsoft Azure model route, Langdock states Modified Abuse Monitoring disables provider storage of prompts/outputs for abuse monitoring. Platform conversation storage is separate.",
              "evidenceIds": [
                "langdock:langdock:terms-rev2"
              ]
            },
            {
              "id": "zero_retention",
              "question": "Is zero data retention available, and on which plan?",
              "support": "supported",
              "answer": "The Azure route has the Modified Abuse Monitoring zero-retention configuration described in Appendix1. This does not establish ZDR for arbitrary customer keys or other providers.",
              "evidenceIds": [
                "langdock:langdock:terms-rev2"
              ]
            },
            {
              "id": "human_review",
              "question": "Can provider staff review content?",
              "support": "supported",
              "answer": "Appendix1 states Azure human abuse review of the scoped prompts/outputs is disabled by Modified Abuse Monitoring.",
              "evidenceIds": [
                "langdock:langdock:terms-rev2"
              ]
            }
          ],
          "limitations": [
            "Fable5/5.1 and direct/OpenAI image/file exceptions are outside this Azure-only scope; no platform-wide ZDR claim is made."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:terms-rev2"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Current Enterprise retention guidance schedules deletion on save and removes content through a daily process, with project precedence and feature exclusions.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Team/Enterprise saved commercial Chat; Enterprise owner-configured Chat/project retention. Cowork is included only for documented project-activity effects, not blanket cloud-Code retention",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "default_retention",
              "question": "What is retained and for how long by default?",
              "support": "partial",
              "answer": "Saved commercial chats persist until deletion; Enterprise chats/projects default to indefinite retention without configured periods. Incognito normally deletes within 30 days. Other file/index/log schedules are not fully mapped.",
              "evidenceIds": [
                "claude:cl-retention-r2",
                "claude:cl-retention-admin-r2"
              ]
            },
            {
              "id": "admin_retention",
              "question": "Can admins set retention periods?",
              "support": "supported",
              "answer": "Enterprise Owners/Primary Owners set a minimum 30-day Chat/project period. Project retention overrides contained chats, including indefinite projects. Shortening a period schedules over-age data on save; a daily process can take several days. Design/Tag/Managed Agents and other cloud-Code features are excluded.",
              "evidenceIds": [
                "claude:cl-retention-admin-r2"
              ]
            },
            {
              "id": "user_deletion",
              "question": "Can users delete their chats and files permanently?",
              "support": "partial",
              "answer": "User-deleted chats leave visible history immediately and normally delete from backend within 30 days, subject to legal/safety exceptions. This is different from the daily custom-retention job.",
              "evidenceIds": [
                "claude:cl-retention-r2"
              ]
            },
            {
              "id": "contract_end_deletion",
              "question": "What is deleted at contract end, and when?",
              "support": "partial",
              "answer": "DPA H requires return on request within 30 days and deletion within 30 days after expiry/termination, except legal requirements, disputes or combating harmful use. Confirmation/copy completeness were not tested.",
              "evidenceIds": [
                "claude:cl-dpa"
              ]
            }
          ],
          "limitations": [
            "Reconciliation: current English text is authoritative for this snapshot; the earlier cached immediate-deletion wording is superseded and is not a current factual claim. Scheduling on save does not mean instant physical deletion.",
            "No retention/deletion fixture. Google Workspace add-in and the named excluded cloud features have separate retention behavior."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-retention-r2",
            "claude:cl-retention-admin-r2",
            "claude:cl-dpa"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Admins control chat retention; file cleanup depends on all remaining references.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "default_retention",
              "question": "What is retained and for how long by default?",
              "support": "partial",
              "answer": "No universal default duration is specified. File retention depends on recent files, chats, agents, folders or knowledge links; workflow pricing lists 30-day run retention.",
              "evidenceIds": [
                "langdock:langdock:retention",
                "langdock:langdock:pricing"
              ]
            },
            {
              "id": "admin_retention",
              "question": "Can admins set retention periods?",
              "support": "supported",
              "answer": "Chat inactivity retention options are seven days, one/three/twelve months or forever, with daily irreversible deletion.",
              "evidenceIds": [
                "langdock:langdock:workspace"
              ]
            },
            {
              "id": "user_deletion",
              "question": "Can users delete their chats and files permanently?",
              "support": "partial",
              "answer": "Deleted chats become unavailable immediately; files belonging only to them are deleted at overnight cleanup. Files linked elsewhere remain; deleting a folder alone retains its files.",
              "evidenceIds": [
                "langdock:langdock:retention"
              ]
            },
            {
              "id": "contract_end_deletion",
              "question": "What is deleted at contract end, and when?",
              "support": "supported",
              "answer": "DPA section 11 requires deletion within 30 days of termination subject to legal retention, confirmation on request and export access until deletion.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            }
          ],
          "limitations": [
            "default_retention: No universal default duration is specified. File retention depends on recent files, chats, agents, folders or knowledge links; workflow pricing lists 30-day run retention.",
            "user_deletion: Deleted chats become unavailable immediately; files belonging only to them are deleted at overnight cleanup. Files linked elsewhere remain; deleting a folder alone retains its files."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:retention",
            "langdock:langdock:pricing",
            "langdock:langdock:workspace",
            "langdock:langdock: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": "claude",
          "claimId": "claude:DATA-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The DPA provides subprocessor and transfer rules; the current country list remains inaccessible in this pass.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "subprocessor_list",
              "question": "Is a dated sub-processor list published?",
              "support": "partial",
              "answer": "DPA Schedule 4 links to a published trust-portal list; its entries and revision were not extractable during retrieval.",
              "evidenceIds": [
                "claude:cl-dpa",
                "claude:cl-trust-route"
              ]
            },
            {
              "id": "subprocessor_countries",
              "question": "Which countries do sub-processors operate in?",
              "support": "unknown",
              "answer": "Which countries do sub-processors operate in? Unverified after checking DPA Schedule 4, trust redirect and commercial terms; full current subprocessor countries, list date and ownership chain not retrieved.",
              "evidenceIds": []
            },
            {
              "id": "change_notification",
              "question": "Are customers notified of sub-processor changes?",
              "support": "supported",
              "answer": "DPA C.3 provides notice before a new subprocessor gains data access and a 15-day objection window on reasonable privacy/security concerns.",
              "evidenceIds": [
                "claude:cl-dpa"
              ]
            },
            {
              "id": "parent_jurisdiction",
              "question": "Which jurisdiction governs the vendor and its parent?",
              "support": "partial",
              "answer": "Commercial Terms contract with Anthropic Ireland Limited for EEA/Swiss/UK customers and Anthropic PBC elsewhere; the ultimate ownership/entity chain was not independently established.",
              "evidenceIds": [
                "claude:cl-terms"
              ]
            },
            {
              "id": "transfer_mechanism",
              "question": "Which transfer mechanism applies to non-EU/CH processing?",
              "support": "supported",
              "answer": "DPA incorporates controller-to-processor/processor-to-processor SCCs and UK/Swiss schedules where applicable.",
              "evidenceIds": [
                "claude:cl-dpa"
              ]
            },
            {
              "id": "government_access_policy",
              "question": "Is there a published government-access or transparency policy?",
              "support": "supported",
              "answer": "Published policy requires valid process with emergency exceptions, reviews deficient requests, usually redirects enterprise requests to the customer and provides notice subject to exceptions.",
              "evidenceIds": [
                "claude:cl-gov"
              ]
            }
          ],
          "limitations": [
            "Unverified parts: subprocessor_countries.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-dpa",
            "claude:cl-trust-route",
            "claude:cl-terms",
            "claude:cl-gov"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "DPA publishes seven default subprocessors and conditional Global routes with transfer mechanisms.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "subprocessor_list",
              "question": "Is a dated sub-processor list published?",
              "support": "supported",
              "answer": "DPA 2.1 Appendix 2 embeds the current named list; trust-centre subprocessor page needs client rendering and did not return text.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "subprocessor_countries",
              "question": "Which countries do sub-processors operate in?",
              "support": "supported",
              "answer": "Default entities: Microsoft Ireland, AWS EMEA Luxembourg, Google Cloud EMEA Ireland, OpenAI Ireland, Mistral France, Sentry US and Cloudflare US; default processing column is EU. Global opt-ins include worldwide/US inference and Azure EU storage.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "change_notification",
              "question": "Are customers notified of sub-processor changes?",
              "support": "supported",
              "answer": "At least 14 days before new/replaced subprocessor via public register and email only if subscribed; objection within 14 days of publication.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "parent_jurisdiction",
              "question": "Which jurisdiction governs the vendor and its parent?",
              "support": "partial",
              "answer": "Langdock GmbH, Berlin, Germany is contracting entity. Parent-company ownership was not fully established.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "transfer_mechanism",
              "question": "Which transfer mechanism applies to non-EU/CH processing?",
              "support": "supported",
              "answer": "DPA lists EU-US/Swiss-US DPF, UK extension and EU/UK SCCs with Swiss addenda per provider; Global OpenAI lists EU/UK SCCs.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "government_access_policy",
              "question": "Is there a published government-access or transparency policy?",
              "support": "partial",
              "answer": "Confidentiality clause requires minimizing legally compelled disclosure and notifying where legally permitted; no separate request statistics/transparency report was found.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            }
          ],
          "limitations": [
            "parent_jurisdiction: Langdock GmbH, Berlin, Germany is contracting entity. Parent-company ownership was not fully established.",
            "government_access_policy: Confidentiality clause requires minimizing legally compelled disclosure and notifying where legally permitted; no separate request statistics/transparency report was found."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:dpa",
            "langdock:langdock:terms"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public commercial contracts include a DPA and Swiss transfer terms; this is not a regulatory suitability verdict.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "dpa",
              "question": "Is a DPA available, and is it negotiable?",
              "support": "partial",
              "answer": "Commercial Terms incorporate the public DPA; standard acceptance is documented, while negotiability for this account was not verified.",
              "evidenceIds": [
                "claude:cl-terms",
                "claude:cl-dpa"
              ]
            },
            {
              "id": "revdsg_gdpr",
              "question": "Does the DPA cover revDSG and GDPR?",
              "support": "supported",
              "answer": "DPA defines GDPR and includes a Swiss Addendum covering Swiss data protection laws and new/revised versions.",
              "evidenceIds": [
                "claude:cl-dpa"
              ]
            },
            {
              "id": "governing_law",
              "question": "Which law and court govern the contract?",
              "support": "supported",
              "answer": "For EEA/Swiss/UK customers, Terms M.7 specify Irish law and Irish courts for proceedings not subject to section J arbitration; specific orders may differ.",
              "evidenceIds": [
                "claude:cl-terms"
              ]
            },
            {
              "id": "ai_act_materials",
              "question": "Is EU AI Act documentation provided?",
              "support": "partial",
              "answer": "Provider materials describe transparency-code commitments, text watermarking and an eligible-organization detection API private preview. A complete deployer compliance pack was not inspected.",
              "evidenceIds": [
                "claude:cl-ai-act"
              ]
            },
            {
              "id": "sector_materials",
              "question": "Are FINMA or other sector materials provided?",
              "support": "partial",
              "answer": "Enterprise plan documentation lists HIPAA-ready configurations; scope/BAA conditions and FINMA/banking/public-sector materials were not fully retrieved.",
              "evidenceIds": [
                "claude:cl-enterprise"
              ]
            }
          ],
          "limitations": [
            "Generic confidentiality/DPA language does not establish a German section 203 or Swiss article 321 professional-secrecy undertaking."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-terms",
            "claude:cl-dpa",
            "claude:cl-ai-act",
            "claude:cl-enterprise"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "DPA automatically forms part of German-law terms; Swiss and sector materials need qualification.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "dpa",
              "question": "Is a DPA available, and is it negotiable?",
              "support": "partial",
              "answer": "Terms section 16 automatically incorporates public DPA 2.1; nonstandard instructions require written amendment, and negotiability is not promised.",
              "evidenceIds": [
                "langdock:langdock:terms",
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "revdsg_gdpr",
              "question": "Does the DPA cover revDSG and GDPR?",
              "support": "partial",
              "answer": "GDPR Article 28 governs; provider transfer table includes Swiss safeguards but a complete revDSG scope/addendum was not established.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            },
            {
              "id": "governing_law",
              "question": "Which law and court govern the contract?",
              "support": "supported",
              "answer": "German law, Berlin exclusive jurisdiction; German language version binds over English translation.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "ai_act_materials",
              "question": "Is EU AI Act documentation provided?",
              "support": "partial",
              "answer": "Governance templates include EU AI Act/GDPR/security checks of agent definitions; these do not establish a complete product provider/deployer dossier.",
              "evidenceIds": [
                "langdock:langdock:pricing",
                "langdock:langdock:gov"
              ]
            },
            {
              "id": "sector_materials",
              "question": "Are FINMA or other sector materials provided?",
              "support": "partial",
              "answer": "Legal-links page advertises a Professional Secrecy Addendum in Trust Center; no FINMA package was obtained.",
              "evidenceIds": [
                "langdock:langdock:legal"
              ]
            }
          ],
          "limitations": [
            "dpa: Terms section 16 automatically incorporates public DPA 2.1; nonstandard instructions require written amendment, and negotiability is not promised.",
            "revdsg_gdpr: GDPR Article 28 governs; provider transfer table includes Swiss safeguards but a complete revDSG scope/addendum was not established.",
            "ai_act_materials: Governance templates include EU AI Act/GDPR/security checks of agent definitions; these do not establish a complete product provider/deployer dossier.",
            "sector_materials: Legal-links page advertises a Professional Secrecy Addendum in Trust Center; no FINMA package was obtained."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:terms",
            "langdock:langdock:dpa",
            "langdock:langdock:pricing",
            "langdock:langdock:gov",
            "langdock:langdock:legal"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The DPA documents report and penetration-test access; actual certification scope and validity remain open.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "iso_27001",
              "question": "ISO 27001 with scope and validity?",
              "support": "partial",
              "answer": "Anthropic publicly claims ISO 27001:2022 for its commercial products. The issuing body, full certificate scope and validity dates were not inspected; this is vendor-claimed evidence.",
              "evidenceIds": [
                "claude:claude:commercial-certifications-20261026"
              ]
            },
            {
              "id": "soc2",
              "question": "SOC 2 type, period and covered service?",
              "support": "partial",
              "answer": "The commercial privacy page lists SOC 2 Type I and Type II. The auditor, report period and detailed service scope were not inspected.",
              "evidenceIds": [
                "claude:claude:commercial-certifications-20261026"
              ]
            },
            {
              "id": "c5",
              "question": "BSI C5 attestation?",
              "support": "unknown",
              "answer": "BSI C5 attestation? Unverified after checking public DPA and Trust Center; issuer, covered entity/product, period and validity of ISO/SOC/C5/other attestations were not verified. Search on 2026-10-26: https://www.anthropic.com/legal/data-processing-addendum, https://www.anthropic.com/legal/commercial-terms, https://trust.anthropic.com/. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "other_certifications",
              "question": "Which other certificates (27701, 42001, TISAX)?",
              "support": "partial",
              "answer": "The commercial privacy page claims ISO/IEC 42001:2023. No issuing-body certificate, validity dates or TISAX/ISO 27701 scope was inspected.",
              "evidenceIds": [
                "claude:claude:commercial-certifications-20261026"
              ]
            },
            {
              "id": "report_access",
              "question": "How can customers obtain reports?",
              "support": "supported",
              "answer": "DPA F and Schedule 2 direct customers to the Trust Center and offer applicable reports/certificates on written request under confidentiality. No protected report was requested or downloaded.",
              "evidenceIds": [
                "claude:cl-dpa-20261026"
              ]
            },
            {
              "id": "pentest",
              "question": "Are independent penetration test summaries available?",
              "support": "partial",
              "answer": "DPA Schedule 2 G.2 commits to annual external penetration tests and a customer-request summary; no summary or testing period was inspected.",
              "evidenceIds": [
                "claude:cl-dpa-20261026"
              ]
            }
          ],
          "limitations": [
            "iso_27001: Anthropic publicly claims ISO 27001:2022 for its commercial products. The issuing body, full certificate scope and validity dates were not inspected; this is vendor-claimed evidence.",
            "soc2: The commercial privacy page lists SOC 2 Type I and Type II. The auditor, report period and detailed service scope were not inspected.",
            "c5: BSI C5 attestation? Unverified after checking public DPA and Trust Center; issuer, covered entity/product, period and validity of ISO/SOC/C5/other attestations were not verified. Search on 2026-10-26: https://www.anthropic.com/legal/data-processing-addendum, https://www.anthropic.com/legal/commercial-terms, https://trust.anthropic.com/. No additional scoped evidence established this answer.",
            "other_certifications: The commercial privacy page claims ISO/IEC 42001:2023. No issuing-body certificate, validity dates or TISAX/ISO 27701 scope was inspected.",
            "pentest: DPA Schedule 2 G.2 commits to annual external penetration tests and a customer-request summary; no summary or testing period was inspected."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-dpa-20261026",
            "claude:claude:commercial-certifications-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "ISO 27001 and SOC 2 Type II are vendor claims pending certificate/report verification.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "iso_27001",
              "question": "ISO 27001 with scope and validity?",
              "support": "partial",
              "answer": "Security page claims Langdock ISO 27001; issuer, exact scope and validity were not retrieved.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "soc2",
              "question": "SOC 2 type, period and covered service?",
              "support": "partial",
              "answer": "Security page claims SOC 2 Type II; report period/auditor/service scope was not retrieved.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "c5",
              "question": "BSI C5 attestation?",
              "support": "unknown",
              "answer": "BSI C5 attestation? Unknown. No C5, other product certificate, issuer-register verification or gated report was established.",
              "evidenceIds": []
            },
            {
              "id": "other_certifications",
              "question": "Which other certificates (27701, 42001, TISAX)?",
              "support": "unknown",
              "answer": "Which other certificates (27701, 42001, TISAX)? Unknown. No C5, other product certificate, issuer-register verification or gated report was established.",
              "evidenceIds": []
            },
            {
              "id": "report_access",
              "question": "How can customers obtain reports?",
              "support": "partial",
              "answer": "Public legal-links page sends certificate/report requests to the Trust Center, which rendered no text in this access method.",
              "evidenceIds": [
                "langdock:langdock:legal"
              ]
            },
            {
              "id": "pentest",
              "question": "Are independent penetration test summaries available?",
              "support": "partial",
              "answer": "Vendor describes frequent independent penetration testing; no test report or bounded result was retrieved.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            }
          ],
          "limitations": [
            "iso_27001: Security page claims Langdock ISO 27001; issuer, exact scope and validity were not retrieved.",
            "soc2: Security page claims SOC 2 Type II; report period/auditor/service scope was not retrieved.",
            "report_access: Public legal-links page sends certificate/report requests to the Trust Center, which rendered no text in this access method.",
            "pentest: Vendor describes frequent independent penetration testing; no test report or bounded result was retrieved.",
            "Unverified c5, other_certifications: No C5, other product certificate, issuer-register verification or gated report was established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:security",
            "langdock:langdock:legal"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "The DPA specifies encryption and logical isolation; Enterprise adds eligible customer keys and IP controls.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "encryption_at_rest",
              "question": "Is data encrypted at rest?",
              "support": "supported",
              "answer": "DPA Schedule 2 E specifies at least AES-256 at rest and TLS 1.2+ over public networks.",
              "evidenceIds": [
                "claude:cl-dpa"
              ]
            },
            {
              "id": "customer_managed_keys",
              "question": "Can the customer manage or hold the keys?",
              "support": "partial",
              "answer": "Eligible Enterprise organizations can connect AWS/GCP/Azure KMS keys for specified content; key locations and all feature exclusions need account-specific verification.",
              "evidenceIds": [
                "claude:cl-cmek"
              ]
            },
            {
              "id": "private_networking",
              "question": "Is private connectivity or IP restriction available?",
              "support": "partial",
              "answer": "Enterprise IP CIDR allowlisting is enabled through support; externally shared artifacts can remain outside it. Private Link/VPN-only service endpoints were not established.",
              "evidenceIds": [
                "claude:cl-ip"
              ]
            },
            {
              "id": "tenant_isolation",
              "question": "How are customers separated in shared SaaS?",
              "support": "supported",
              "answer": "DPA Schedule 2 H specifies logical separation of customer data and network segmentation; no independent isolation test was performed.",
              "evidenceIds": [
                "claude:cl-dpa"
              ]
            }
          ],
          "limitations": [
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-dpa",
            "claude:cl-cmek",
            "claude:cl-ip"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Encryption and network restrictions are documented; customer key custody is not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "encryption_at_rest",
              "question": "Is data encrypted at rest?",
              "support": "supported",
              "answer": "Vendor states AES-256 storage and TLS 1.2+ transport.",
              "evidenceIds": [
                "langdock:langdock:security"
              ]
            },
            {
              "id": "customer_managed_keys",
              "question": "Can the customer manage or hold the keys?",
              "support": "unknown",
              "answer": "Can the customer manage or hold the keys? Unknown. Customer-managed encryption keys and exact shared-SaaS tenant isolation implementation were not established; LLM BYOK is a separate concept.",
              "evidenceIds": []
            },
            {
              "id": "private_networking",
              "question": "Is private connectivity or IP restriction available?",
              "support": "partial",
              "answer": "CIDR IP allowlists block workspace login/use from unapproved networks; private-link endpoint availability was not established.",
              "evidenceIds": [
                "langdock:langdock:ip"
              ]
            },
            {
              "id": "tenant_isolation",
              "question": "How are customers separated in shared SaaS?",
              "support": "unknown",
              "answer": "How are customers separated in shared SaaS? Unknown. Customer-managed encryption keys and exact shared-SaaS tenant isolation implementation were not established; LLM BYOK is a separate concept.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "private_networking: CIDR IP allowlists block workspace login/use from unapproved networks; private-link endpoint availability was not established.",
            "Unverified customer_managed_keys, tenant_isolation: Customer-managed encryption keys and exact shared-SaaS tenant isolation implementation were not established; LLM BYOK is a separate concept."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:security",
            "langdock:langdock:ip"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:DATA-09",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Personnel confidentiality and controlled safety review are documented; a qualified professional-secrecy contract or add-on remains unverified.",
          "availability": "unknown",
          "delivery": "unknown",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "German §203 StGB and Swiss Art.321 StGB use cases; existing hosting, support and provider-location exceptions still apply.",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "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": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff? Unverified after checking Commercial Terms E, DPA B.7/C.2 and technical measures, Trust Center, Covered Model access/retention rules and official searches for professional secrecy/§203/Art.321. No qualified staff undertaking, corresponding subprocessor undertaking chain, public contract template or dedicated plan/add-on was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "subprocessor_coverage",
              "question": "Does the undertaking extend to its sub-processors, and is that documented?",
              "support": "unknown",
              "answer": "Does the undertaking extend to its sub-processors, and is that documented? Unverified after checking Commercial Terms E, DPA B.7/C.2 and technical measures, Trust Center, Covered Model access/retention rules and official searches for professional secrecy/§203/Art.321. No qualified staff undertaking, corresponding subprocessor undertaking chain, public contract template or dedicated plan/add-on was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "secrecy_offering",
              "question": "Is it a dedicated offering or add-on, and on which plan?",
              "support": "unknown",
              "answer": "Is it a dedicated offering or add-on, and on which plan? Unverified after checking Commercial Terms E, DPA B.7/C.2 and technical measures, Trust Center, Covered Model access/retention rules and official searches for professional secrecy/§203/Art.321. No qualified staff undertaking, corresponding subprocessor undertaking chain, public contract template or dedicated plan/add-on was retrieved.",
              "evidenceIds": []
            },
            {
              "id": "content_access",
              "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?",
              "support": "partial",
              "answer": "Commercial Terms E and DPA B.7/Schedule2 constrain authorized personnel and subprocessor processing; Covered Model retained data can be accessed by approved safety reviewers through a logged controlled path. A complete subprocessor plain-text access matrix and §203/Art.321-specific restriction were not verified.",
              "evidenceIds": [
                "claude:cl-terms",
                "claude:cl-dpa",
                "claude:cl-covered-review"
              ]
            },
            {
              "id": "secrecy_documentation",
              "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?",
              "support": "unknown",
              "answer": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)? Unverified after checking Commercial Terms E, DPA B.7/C.2 and technical measures, Trust Center, Covered Model access/retention rules and official searches for professional secrecy/§203/Art.321. No qualified staff undertaking, corresponding subprocessor undertaking chain, public contract template or dedicated plan/add-on was retrieved.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "General confidentiality, a DPA and no-training commitments do not establish a professional-secrecy undertaking. No vendor/sales contact or agreement signing was performed.",
            "No legal compliance verdict; unknown does not mean the offering is unavailable."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-terms",
            "claude:cl-dpa",
            "claude:cl-covered-review"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:DATA-09",
          "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": "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": "claude",
          "claimId": "claude:VEN-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Team bundles usage while current Enterprise separates seat access from all token usage.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "pricing_unit",
              "question": "What is the pricing unit?",
              "support": "supported",
              "answer": "Team uses Standard/Premium seats with included limits; usage-based Enterprise uses access seats plus separate API-rate token consumption. Legacy Enterprise has different billing.",
              "evidenceIds": [
                "claude:cl-pricing",
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "list_prices",
              "question": "What are list prices per plan, with date and currency?",
              "support": "supported",
              "answer": "Retrieved 2026-10-21: Team Standard USD 20/month annual or USD 25 monthly; Premium USD 100 annual or USD 125 monthly. Enterprise USD 20/seat/month billed annually, before usage/tax.",
              "evidenceIds": [
                "claude:cl-pricing",
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "included_usage",
              "question": "What usage is included?",
              "support": "partial",
              "answer": "Team Premium advertises five times Standard usage; exact reproducible message/token quotas were not established. Current Enterprise includes no token usage.",
              "evidenceIds": [
                "claude:cl-pricing",
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "add_ons",
              "question": "Which features cost extra?",
              "support": "partial",
              "answer": "Enterprise model usage costs extra; applicable US-only inference adds 10%. Third-party services/credits and optional-service charges are not fully priced.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-us-only"
              ]
            },
            {
              "id": "overage",
              "question": "What do usage beyond limits and premium models cost?",
              "support": "partial",
              "answer": "Enterprise bills all usage at current API rates; Sonnet 5.5 list rate is USD 2/M input and USD 10/M output. Team/legacy overage and each tool surcharge were not exhaustively priced.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-api-prices"
              ]
            }
          ],
          "limitations": [
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-pricing",
            "claude:cl-enterprise",
            "claude:cl-us-only",
            "claude:cl-api-prices"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-01",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Business uses seats with included managed-chat usage; workflow/API and other add-ons are separate. An applicable Standard/BYOK licence tariff is not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents and optional modules; Enterprise quoted at1000+; applicable Standard/BYOK tariff unknown",
            "addOns": [
              "Workflows",
              "Governance",
              "API/Extra Usage"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "pricing_unit",
              "question": "What is the pricing unit?",
              "support": "supported",
              "answer": "Seat/month platform, per-workspace workflow packages, metered API/workflow AI/extra usage, optional per-seat Governance.",
              "evidenceIds": [
                "langdock:langdock:pricing-rev2"
              ]
            },
            {
              "id": "list_prices",
              "question": "What are list prices per plan, with date and currency?",
              "support": "unknown",
              "answer": "Unknown applicable Standard/BYOK seat tariff. The public Business headline is EUR25 while the annual price breakdown starts at EUR23.20; billing docs refer to the same pricing page without reconciling them. Enterprise1000+ is quote-only. Prior hashed-calculator rates are excluded.",
              "evidenceIds": []
            },
            {
              "id": "included_usage",
              "question": "What usage is included?",
              "support": "partial",
              "answer": "Standard includes managed chat/agent usage under five-hour and weekly windows; Max has 5x. Precise numerical included cost budgets are not public. Starter includes 2500 workflow runs/month but no workflow model tokens.",
              "evidenceIds": [
                "langdock:langdock:pricing-rev2",
                "langdock:langdock:limits"
              ]
            },
            {
              "id": "add_ons",
              "question": "Which features cost extra?",
              "support": "partial",
              "answer": "Workflow Starter includes2500runs/month with AI tokens billed separately. The public add-on page lists40k/100k packages and Governance free until2027-01-01, then separately priced per base-plan seat. The applicable binding package/billing-period amounts are not established here.",
              "evidenceIds": [
                "langdock:langdock:pricing-rev2"
              ]
            },
            {
              "id": "overage",
              "question": "What do usage beyond limits and premium models cost?",
              "support": "supported",
              "answer": "Extra usage is charged at API rates. Model page lists GPT-5 Mini EUR 0.22 input/1.78 output per million; workflow and API spend use separate caps.",
              "evidenceIds": [
                "langdock:langdock:extra",
                "langdock:langdock:models"
              ]
            }
          ],
          "limitations": [
            "Inconsistent price representations are retained as a named price gap, not combined into a synthetic tariff."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:pricing-rev2",
            "langdock:langdock:limits",
            "langdock:langdock:extra",
            "langdock:langdock:models"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:VEN-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise list-cost scenarios separate the USD 240 annual access seat floor from modeled Sonnet usage and unpriced services.",
          "availability": "generally-available",
          "delivery": "unknown",
          "scope": {
            "surfaceIds": [
              "claude-web"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Current usage-based Enterprise; standard global inference; admin-configured Sonnet 5.5 low-effort chat scenario",
            "addOns": [
              "All token usage at API list rates",
              "Third-party services and implementation unpriced"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_200",
              "question": "Year-one cost at 200 users?",
              "support": "partial",
              "answer": "From USD 57,504.00 / EUR 51,274.19 / CHF 47,361.97 + unknown services under the disclosed Sonnet 5.5 low-effort chat workload: USD 48,000.00 access seats + USD 9,504.00 modeled tokens. The seat-only floor is USD 48,000.00 / EUR 42,799.82 / CHF 39,534.20. This is modeled list cost, not observed usage or a quote.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-api-prices",
                "claude:cl-consumption",
                "claude:fx-20261020"
              ]
            },
            {
              "id": "cost_1000",
              "question": "Year-one cost at 1,000 users?",
              "support": "partial",
              "answer": "From USD 287,520.00 / EUR 256,370.93 / CHF 236,809.83 + unknown services under the disclosed Sonnet 5.5 low-effort chat workload: USD 240,000.00 access seats + USD 47,520.00 modeled tokens. The seat-only floor is USD 240,000.00 / EUR 213,999.11 / CHF 197,670.98. This is modeled list cost, not observed usage or a quote.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-api-prices",
                "claude:cl-consumption",
                "claude:fx-20261020"
              ]
            },
            {
              "id": "cost_5000",
              "question": "Year-one cost at 5,000 users?",
              "support": "partial",
              "answer": "From USD 1,437,600.00 / EUR 1,281,854.66 / CHF 1,184,049.15 + unknown services under the disclosed Sonnet 5.5 low-effort chat workload: USD 1,200,000.00 access seats + USD 237,600.00 modeled tokens. The seat-only floor is USD 1,200,000.00 / EUR 1,069,995.54 / CHF 988,354.88. This is modeled list cost, not observed usage or a quote.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-api-prices",
                "claude:cl-consumption",
                "claude:fx-20261020"
              ]
            },
            {
              "id": "variable_share",
              "question": "Which part depends on usage?",
              "support": "supported",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: 12 months, 60% light 100/30% regular 400/10% power 1500 messages monthly = 330/user/month; 3000 input+600 billable output tokens/message incl retrieval/thinking. At Sonnet 5.5 USD 2/M input+USD 10/M output, 11.88M input+2.376M output/year costs USD 47.52/user; access USD 240 => modeled USD 287.52/user/year. Sonnet low effort is the scenario choice, with an admin-configurable default, based on the consumption guide; not a universal fixed default.",
              "evidenceIds": [
                "claude:cl-consumption",
                "claude:cl-api-prices",
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "unknown_parts",
              "question": "Which costs could not be priced?",
              "support": "partial",
              "answer": "Unpriced: implementation, onboarding/support add-ons, third-party subscriptions and workflow-specific extra tool/context/repeated-step tokens. Scenario excludes US-only 1.1x premium, tax, discounts, cache/batch benefits and agent workloads beyond the fixed token allowance; these require separate pricing. EUR=USD/1.1215; CHF=EUR*0.9237, ECB 2026-10-20.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-us-only",
                "claude:cl-api-prices",
                "claude:fx-20261020"
              ]
            }
          ],
          "limitations": [
            "All figures exclude VAT and invented discounts. Team is capped at 150 seats and is not extrapolated to these sizes. Annual Enterprise access commitment is separate from consumption."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-enterprise",
            "claude:cl-api-prices",
            "claude:cl-consumption",
            "claude:fx-20261020",
            "claude:cl-us-only"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-02",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "All requested200/1000/5000-user totals are unknown because an applicable Business Standard tariff or Enterprise quote is not verified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Standard up to1000 users; Enterprise1000+; all applicable scenario licence totals unknown",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "cost_200",
              "question": "Year-one cost at 200 users?",
              "support": "unknown",
              "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown total for200users over12months excluding VAT. No applicable Business Standard tariff is established from the conflicting headline/breakdown; Enterprise at1000+ is quote-only. No calculator-derived base floor or inferred discount is retained. Included managed-chat use is not separately billed by the token mix.",
              "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. Unknown total for1000users over12months excluding VAT. No applicable Business Standard tariff is established from the conflicting headline/breakdown; Enterprise at1000+ is quote-only. No calculator-derived base floor or inferred discount is retained. Included managed-chat use is not separately billed by the token mix.",
              "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. Unknown total for5000users over12months excluding VAT. No applicable Business Standard tariff is established from the conflicting headline/breakdown; Enterprise at1000+ is quote-only. No calculator-derived base floor or inferred discount is retained. Included managed-chat use is not separately billed by the token mix.",
              "evidenceIds": []
            },
            {
              "id": "variable_share",
              "question": "Which part depends on usage?",
              "support": "partial",
              "answer": "Managed Business chat includes model usage subject to usage limits. ExtraUsage,workflow/API,Governance and customer-provider BYOK bills are separate. Missing applicable tariff/allowance components remain unknown; no proxy substitutes for vendor-billed usage.",
              "evidenceIds": [
                "langdock:langdock:billing",
                "langdock:langdock:extra"
              ]
            },
            {
              "id": "unknown_parts",
              "question": "Which costs could not be priced?",
              "support": "partial",
              "answer": "Business Standard/BYOK applicable seat rate, Enterprise licence/deployment quote, workload-preserving overage and required modules/services are unknown. This prevents a verifiable EUR/CHF total.",
              "evidenceIds": [
                "langdock:langdock:pricing-rev2",
                "langdock:langdock:billing"
              ]
            }
          ],
          "limitations": [
            "ALM-14 shared cost assumptions v1.4, 2026-10-21:12months, list prices, excluding VAT;60/30/10 users at100/400/1500messages monthly,3000input+600output tokens/message. Only separately billed usage uses this token mix.",
            "ECB2026-10-20 EUR1=USD1.1215=CHF0.9237. Unknown base/variable components prevent totals; no silent conversion."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:pricing-rev2",
            "langdock:langdock:billing",
            "langdock:langdock:extra",
            "langdock:langdock: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": "claude",
          "claimId": "claude:VEN-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial self-service purchase is documented; free consumer access is not a scoped Enterprise trial.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "free_tier",
              "question": "Is there a free tier for business use?",
              "support": "partial",
              "answer": "Claude Free is a separate consumer plan; no free Team/Enterprise organization entitlement was established.",
              "evidenceIds": [
                "claude:cl-pricing"
              ]
            },
            {
              "id": "self_serve_trial",
              "question": "Is a self-serve business trial available?",
              "support": "unknown",
              "answer": "Is a self-serve business trial available? Unverified after checking pricing and Enterprise acquisition guides; no self-serve business trial duration, card rule or trial identity/compliance/connector inclusion confirmed.",
              "evidenceIds": []
            },
            {
              "id": "trial_scope",
              "question": "Do trials include SSO, connectors and admin features?",
              "support": "unknown",
              "answer": "Do trials include SSO, connectors and admin features? Unverified after checking pricing and Enterprise acquisition guides; no self-serve business trial duration, card rule or trial identity/compliance/connector inclusion confirmed.",
              "evidenceIds": []
            },
            {
              "id": "sales_gate",
              "question": "Does meaningful evaluation require sales contact?",
              "support": "supported",
              "answer": "Team can be bought self-serve. Enterprise self-serve starts at 20 seats; sales-assisted Enterprise starts at 50. No purchase or sales contact was performed.",
              "evidenceIds": [
                "claude:cl-enterprise"
              ]
            }
          ],
          "limitations": [
            "Unverified parts: self_serve_trial, trial_scope.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-pricing",
            "claude:cl-enterprise"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-03",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "A seven-day self-serve business trial is advertised without a card.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "free_tier",
              "question": "Is there a free tier for business use?",
              "support": "partial",
              "answer": "Terms describe a time-limited trial that ends automatically; permanent business free access is not established.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "self_serve_trial",
              "question": "Is a self-serve business trial available?",
              "support": "supported",
              "answer": "Seven days, no card, EUR 5 model credit and team invitations.",
              "evidenceIds": [
                "langdock:langdock:pricing"
              ]
            },
            {
              "id": "trial_scope",
              "question": "Do trials include SSO, connectors and admin features?",
              "support": "partial",
              "answer": "Pricing says test all platform features, but enterprise deployments and optional enablement cannot be inferred; SAML/SCIM trial configuration was not run.",
              "evidenceIds": [
                "langdock:langdock:pricing"
              ]
            },
            {
              "id": "sales_gate",
              "question": "Does meaningful evaluation require sales contact?",
              "support": "partial",
              "answer": "Base trial is self-serve; enterprise deployment and custom terms require an offer.",
              "evidenceIds": [
                "langdock:langdock:billing"
              ]
            }
          ],
          "limitations": [
            "free_tier: Terms describe a time-limited trial that ends automatically; permanent business free access is not established.",
            "trial_scope: Pricing says test all platform features, but enterprise deployments and optional enablement cannot be inferred; SAML/SCIM trial configuration was not run.",
            "sales_gate: Base trial is self-serve; enterprise deployment and custom terms require an offer."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:terms",
            "langdock:langdock:pricing",
            "langdock:langdock:billing"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:VEN-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Seat prices are public, with plan caps, annual Enterprise commitment and variable usage.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "minimum_commitment",
              "question": "What seat or spend minimum applies?",
              "support": "supported",
              "answer": "Team: 2-150 seats. Current Enterprise self-serve: 20-seat minimum; sales-assisted: 50.",
              "evidenceIds": [
                "claude:cl-pricing",
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "contract_length",
              "question": "What contract lengths are offered?",
              "support": "supported",
              "answer": "Team lists monthly and annual billing; Enterprise access seats are annual. Consumption is additional under the purchase route.",
              "evidenceIds": [
                "claude:cl-pricing",
                "claude:cl-enterprise"
              ]
            },
            {
              "id": "cancellation",
              "question": "How can the contract be cancelled or reduced?",
              "support": "partial",
              "answer": "General Terms I.2 permit customer termination with notice and vendor convenience termination with30-day notice; annual seat refunds, reductions and renewal cancellation depend on plan/order and were not verified.",
              "evidenceIds": [
                "claude:cl-terms"
              ]
            },
            {
              "id": "local_invoicing",
              "question": "Can it be invoiced in CHF or EUR from a European entity?",
              "support": "partial",
              "answer": "Enterprise self-serve bills USD by credit/ACH; sales-assisted supports multicurrency/invoicing. Irish contracting is stated for Swiss/EEA customers, but a CHF/EUR invoice tariff was not verified.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-terms"
              ]
            },
            {
              "id": "transparency_class",
              "question": "Is pricing transparent, partial, quote-only or unknown?",
              "support": "partial",
              "answer": "Partially specified: public seat/API rates and minimums, but actual consumption, third-party services, Enterprise optional charges and local invoice terms require more detail.",
              "evidenceIds": [
                "claude:cl-enterprise",
                "claude:cl-api-prices"
              ]
            }
          ],
          "limitations": [
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-pricing",
            "claude:cl-enterprise",
            "claude:cl-terms",
            "claude:cl-api-prices"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-04",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Monthly/annual contract defaults and EUR invoices are public; some pricing representations conflict.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "minimum_commitment",
              "question": "What seat or spend minimum applies?",
              "support": "partial",
              "answer": "Calculator starts at one user and Business supports up to1000; Enterprise/deployment minimums differ.",
              "evidenceIds": [
                "langdock:langdock:pricing",
                "langdock:langdock:security"
              ]
            },
            {
              "id": "contract_length",
              "question": "What contract lengths are offered?",
              "support": "supported",
              "answer": "Monthly or annual; annual offers 20% reduction on Standard tiers.",
              "evidenceIds": [
                "langdock:langdock:billing"
              ]
            },
            {
              "id": "cancellation",
              "question": "How can the contract be cancelled or reduced?",
              "support": "supported",
              "answer": "Terms specify seven-day notice before monthly end, fourteen days before annual/multiyear end; automatic monthly/12-month renewals; notices by text/email or platform.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "local_invoicing",
              "question": "Can it be invoiced in CHF or EUR from a European entity?",
              "support": "partial",
              "answer": "Langdock GmbH invoices EUR excl tax; contract specifies market-rate conversion of provider foreign-currency charges. CHF invoices were not established.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "transparency_class",
              "question": "Is pricing transparent, partial, quote-only or unknown?",
              "support": "partial",
              "answer": "Partially specified public rates and usage rules; Enterprise quote-only and headline/calculator rates differ.",
              "evidenceIds": [
                "langdock:langdock:pricing",
                "langdock:langdock:billing"
              ]
            }
          ],
          "limitations": [
            "minimum_commitment: Calculator starts at one user and Business supports up to1000; Enterprise/deployment minimums differ.",
            "local_invoicing: Langdock GmbH invoices EUR excl tax; contract specifies market-rate conversion of provider foreign-currency charges. CHF invoices were not established.",
            "transparency_class: Partially specified public rates and usage rules; Enterprise quote-only and headline/calculator rates differ."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:pricing",
            "langdock:langdock:security",
            "langdock:langdock:billing",
            "langdock:langdock:terms"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:VEN-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial service rights are public; a complete component-source licence inventory was not established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "licence_type",
              "question": "Which licence applies to each component?",
              "support": "partial",
              "answer": "Commercial Terms grant service use and allocate customer input/output rights; this does not establish an OSI licence for the hosted platform, clients or connector code.",
              "evidenceIds": [
                "claude:cl-terms"
              ]
            },
            {
              "id": "branding_restrictions",
              "question": "Do licence terms restrict branding or user counts?",
              "support": "unknown",
              "answer": "Do licence terms restrict branding or user counts? Unverified after checking Commercial Terms and public Claude Code issue repository; component revisions, client/server/connector source licences, branding restrictions and separate enterprise-edition source status not verified.",
              "evidenceIds": []
            },
            {
              "id": "enterprise_features_closed",
              "question": "Are enterprise features in a separate closed edition?",
              "support": "unknown",
              "answer": "Are enterprise features in a separate closed edition? Unverified after checking Commercial Terms and public Claude Code issue repository; component revisions, client/server/connector source licences, branding restrictions and separate enterprise-edition source status not verified.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: branding_restrictions, enterprise_features_closed.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-terms"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-05",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Commercial platform rights are proprietary and time-limited.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "licence_type",
              "question": "Which licence applies to each component?",
              "support": "partial",
              "answer": "Terms grant a nonexclusive/nontransferable contract-term right, not an OSI source licence. Component-level connector/client licences are not enumerated.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "branding_restrictions",
              "question": "Do licence terms restrict branding or user counts?",
              "support": "partial",
              "answer": "Terms prohibit removing proprietary notices and reselling platform access; admin branding options do not transfer platform IP.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "enterprise_features_closed",
              "question": "Are enterprise features in a separate closed edition?",
              "support": "unknown",
              "answer": "Are enterprise features in a separate closed edition? Unknown. A public component-by-component source licence/current revision and distinct open/closed enterprise edition mapping were not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "licence_type: Terms grant a nonexclusive/nontransferable contract-term right, not an OSI source licence. Component-level connector/client licences are not enumerated.",
            "branding_restrictions: Terms prohibit removing proprietary notices and reselling platform access; admin branding options do not transfer platform IP.",
            "Unverified enterprise_features_closed: A public component-by-component source licence/current revision and distinct open/closed enterprise edition mapping were not established."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:terms"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:VEN-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Team/Enterprise exports provide conversations but do not prove portable assistants and knowledge.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_export",
              "question": "Can admins export all chats?",
              "support": "partial",
              "answer": "Team/Enterprise Primary Owners export organization conversation/user data, excluding deleted items. Members can export their own chats if enabled; uploaded-file contents are excluded.",
              "evidenceIds": [
                "claude:cl-export-org-20261026",
                "claude:cl-export-user-20261026"
              ]
            },
            {
              "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? Unverified after checking organization/member export and Compliance API docs; no export fixture, reusable assistant/prompts or complete knowledge-base/source-file package verified. Search on 2026-10-26: https://support.claude.com/en/articles/13346720-export-your-organization-s-data, https://support.claude.com/en/articles/9450526-export-your-claude-data, https://support.claude.com/en/articles/13015708-access-the-compliance-api. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "knowledge_export",
              "question": "Can knowledge bases and their sources be exported?",
              "support": "partial",
              "answer": "The organization export guide covers conversation/user data and excludes generated Office/PDF files; members’ personal exports exclude uploaded-file contents. A complete reusable project/knowledge-source archive was not established and no export fixture was run.",
              "evidenceIds": [
                "claude:cl-export-org-20261026",
                "claude:cl-export-user-20261026"
              ]
            },
            {
              "id": "export_format",
              "question": "Are formats documented and machine-readable?",
              "support": "partial",
              "answer": "Documented exports and Compliance API support structured access; the complete archive schema/file manifest was not downloaded or inspected.",
              "evidenceIds": [
                "claude:cl-export-org-20261026",
                "claude:cl-compliance-20261026"
              ]
            },
            {
              "id": "post_termination_window",
              "question": "How long can data be retrieved after termination?",
              "support": "supported",
              "answer": "DPA H requires a return request within 30 days after expiry/termination, with deletion obligations and legal/dispute/harmful-use exceptions.",
              "evidenceIds": [
                "claude:cl-dpa-20261026"
              ]
            }
          ],
          "limitations": [
            "chat_export: Team/Enterprise Primary Owners export organization conversation/user data, excluding deleted items. Members can export their own chats if enabled; uploaded-file contents are excluded.",
            "assistant_export: Can assistants and prompts be exported in a reusable format? Unverified after checking organization/member export and Compliance API docs; no export fixture, reusable assistant/prompts or complete knowledge-base/source-file package verified. Search on 2026-10-26: https://support.claude.com/en/articles/13346720-export-your-organization-s-data, https://support.claude.com/en/articles/9450526-export-your-claude-data, https://support.claude.com/en/articles/13015708-access-the-compliance-api. No additional scoped evidence established this answer.",
            "knowledge_export: The organization export guide covers conversation/user data and excludes generated Office/PDF files; members’ personal exports exclude uploaded-file contents. A complete reusable project/knowledge-source archive was not established and no export fixture was run.",
            "export_format: Documented exports and Compliance API support structured access; the complete archive schema/file manifest was not downloaded or inspected."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-export-org-20261026",
            "claude:cl-export-user-20261026",
            "claude:cl-compliance-20261026",
            "claude:cl-dpa-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-06",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Enterprise dedicated resource/configuration and conversation-content APIs document exports. A complete source/index/ACL workspace exit bundle has not been established.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web",
              "api"
            ],
            "version": "Public documentation checked 2026-10-26",
            "plan": "Enterprise dedicated deployment: administrative and resource APIs plus separately enabled Compliance API; Business Cloud outside this finding",
            "addOns": [
              "Dedicated Enterprise deployment and relevant API scopes; Compliance API deployment enablement"
            ],
            "deploymentMode": "dedicated-instance",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              },
              {
                "id": "api",
                "name": "Langdock public APIs and agent MCP server",
                "type": "api"
              }
            ]
          },
          "questions": [
            {
              "id": "chat_export",
              "question": "Can admins export all chats?",
              "support": "partial",
              "answer": "The dedicated-deployment Compliance API documents paginated conversation/message exports. include_message_content=true adds messages; both it and include_action_results=true add tool arguments and outputs. A scoped key is required. Cloud workspaces need separate enablement and no Business Cloud entitlement is inferred.",
              "evidenceIds": [
                "langdock:langdock:compliance-rev2-20261026"
              ]
            },
            {
              "id": "assistant_export",
              "question": "Can assistants and prompts be exported in a reusable format?",
              "support": "partial",
              "answer": "Agent API Get/Create migration exports configuration; attachments/skills must be handled separately and some fields/ownership do not transfer.",
              "evidenceIds": [
                "langdock:langdock:migration"
              ]
            },
            {
              "id": "knowledge_export",
              "question": "Can knowledge bases and their sources be exported?",
              "support": "partial",
              "answer": "Knowledge Folder API can retrieve/list files; a complete original-source/index/ACL export bundle was not demonstrated.",
              "evidenceIds": [
                "langdock:langdock:knowledge",
                "langdock:langdock:knowledge-20261026"
              ]
            },
            {
              "id": "export_format",
              "question": "Are formats documented and machine-readable?",
              "support": "partial",
              "answer": "Agent and Compliance API JSON plus usage CSV/JSON are documented; this is not a one-click complete workspace export.",
              "evidenceIds": [
                "langdock:langdock:compliance-rev2",
                "langdock:langdock:migration",
                "langdock:langdock:exports",
                "langdock:langdock:exports-20261026"
              ]
            },
            {
              "id": "post_termination_window",
              "question": "How long can data be retrieved after termination?",
              "support": "supported",
              "answer": "DPA permits exports during contract and until deletion, which occurs no later than30 days after termination subject to legal retention.",
              "evidenceIds": [
                "langdock:langdock:dpa"
              ]
            }
          ],
          "limitations": [
            "Configuration/file APIs are separate from conversation export. Dedicated Compliance API availability does not establish a Business Cloud entitlement."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "langdock:langdock:compliance-rev2",
            "langdock:langdock:migration",
            "langdock:langdock:knowledge",
            "langdock:langdock:exports",
            "langdock:langdock:dpa",
            "langdock:langdock:compliance-rev2-20261026",
            "langdock:langdock:migration-20261026",
            "langdock:langdock:knowledge-20261026",
            "langdock:langdock:exports-20261026",
            "langdock:langdock:dpa-20261026"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:VEN-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Public support/status channels exist; local-language commitments and contractual SLA remain unverified.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "support_channels",
              "question": "Which support channels are available on each plan?",
              "support": "partial",
              "answer": "Help Center support is available; Enterprise self-serve and sales-assisted support/CSM arrangements differ. Exact response times/hours were not established.",
              "evidenceIds": [
                "claude:cl-enterprise-20261026"
              ]
            },
            {
              "id": "support_languages",
              "question": "Is support available in German, French or Italian?",
              "support": "unknown",
              "answer": "Is support available in German, French or Italian? Unverified after checking Enterprise support comparison, official Help Center, status history and Commercial Terms; DE/FR/IT support guarantees, DACH/Swiss staffing, response targets and uptime/credit SLA not verified. Search on 2026-10-26: https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan, https://status.claude.com/, https://claude.com/pricing. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "regional_presence",
              "question": "Is there a DACH or Swiss entity, team or partner?",
              "support": "partial",
              "answer": "Anthropic’s November 2025 company announcement identifies an existing Zurich office and planned Munich expansion. Current staffing, Swiss contracting terms and local-language support guarantees were not established.",
              "evidenceIds": [
                "claude:claude:regional-presence-20261026"
              ]
            },
            {
              "id": "uptime_sla",
              "question": "Is there an uptime SLA with credits?",
              "support": "unknown",
              "answer": "Is there an uptime SLA with credits? Unverified after checking Enterprise support comparison, official Help Center, status history and Commercial Terms; DE/FR/IT support guarantees, DACH/Swiss staffing, response targets and uptime/credit SLA not verified. Search on 2026-10-26: https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan, https://status.claude.com/, https://claude.com/pricing. No additional scoped evidence established this answer.",
              "evidenceIds": []
            },
            {
              "id": "status_page",
              "question": "Is there a public status page with history?",
              "support": "supported",
              "answer": "status.claude.com publishes component health and incident history; it is not a contractual reliability score.",
              "evidenceIds": [
                "claude:cl-status-20261026"
              ]
            }
          ],
          "limitations": [
            "support_channels: Help Center support is available; Enterprise self-serve and sales-assisted support/CSM arrangements differ. Exact response times/hours were not established.",
            "support_languages: Is support available in German, French or Italian? Unverified after checking Enterprise support comparison, official Help Center, status history and Commercial Terms; DE/FR/IT support guarantees, DACH/Swiss staffing, response targets and uptime/credit SLA not verified. Search on 2026-10-26: https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan, https://status.claude.com/, https://claude.com/pricing. No additional scoped evidence established this answer.",
            "regional_presence: Anthropic’s November 2025 company announcement identifies an existing Zurich office and planned Munich expansion. Current staffing, Swiss contracting terms and local-language support guarantees were not established.",
            "uptime_sla: Is there an uptime SLA with credits? Unverified after checking Enterprise support comparison, official Help Center, status history and Commercial Terms; DE/FR/IT support guarantees, DACH/Swiss staffing, response targets and uptime/credit SLA not verified. Search on 2026-10-26: https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan, https://status.claude.com/, https://claude.com/pricing. No additional scoped evidence established this answer."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-enterprise-20261026",
            "claude:cl-status-20261026",
            "claude:claude:regional-presence-20261026"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-07",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Berlin vendor support, public status history and a 99% monthly availability term are documented.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "support_channels",
              "question": "Which support channels are available on each plan?",
              "support": "partial",
              "answer": "Support email is documented; Enterprise has custom account management/support, and rollout programmes have shared Teams/Slack channels.",
              "evidenceIds": [
                "langdock:langdock:billing",
                "langdock:langdock:playbook"
              ]
            },
            {
              "id": "support_languages",
              "question": "Is support available in German, French or Italian?",
              "support": "partial",
              "answer": "The imprint says users and authorities can contact support@langdock.com in German and English. It does not specify contractual French or Italian support, hours or response times.",
              "evidenceIds": [
                "langdock:langdock:imprint-20261026"
              ]
            },
            {
              "id": "regional_presence",
              "question": "Is there a DACH or Swiss entity, team or partner?",
              "support": "supported",
              "answer": "Langdock GmbH contracts from Berlin, Germany.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "uptime_sla",
              "question": "Is there an uptime SLA with credits?",
              "support": "partial",
              "answer": "Terms promise at least99% monthly availability with defined exclusions and up to5h scheduled maintenance/month. Statutory remedy/credit procedure exists, but no fixed percentage-credit schedule is published.",
              "evidenceIds": [
                "langdock:langdock:terms"
              ]
            },
            {
              "id": "status_page",
              "question": "Is there a public status page with history?",
              "support": "supported",
              "answer": "Public status separates app/API/Workflow/Integration history.",
              "evidenceIds": [
                "langdock:langdock:status"
              ]
            }
          ],
          "limitations": [
            "support_channels: Support email is documented; Enterprise has custom account management/support, and rollout programmes have shared Teams/Slack channels.",
            "uptime_sla: Terms promise at least99% monthly availability with defined exclusions and up to5h scheduled maintenance/month. Statutory remedy/credit procedure exists, but no fixed percentage-credit schedule is published.",
            "Unverified support_languages: Contractual DE/FR/IT support languages, full hours/timezone and dedicated response/credit schedules were not established."
          ],
          "checkedAt": "2026-10-26",
          "crossCheckedAt": "2026-10-26",
          "nextCheckAt": "2026-12-25",
          "evidenceIds": [
            "langdock:langdock:billing",
            "langdock:langdock:playbook",
            "langdock:langdock:terms",
            "langdock:langdock:status",
            "langdock:langdock:imprint-20261026",
            "langdock:langdock:terms-20261026",
            "langdock:langdock:status-20261026"
          ]
        }
      ]
    },
    {
      "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": "claude",
          "claimId": "claude:VEN-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Academy tutorials and use-case material are public; commercial service entitlements need clarification.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "claude-web",
              "claude-clients",
              "claude-connectors",
              "claude-office",
              "claude-cowork"
            ],
            "version": "Continuously updated commercial service, retrieved 2026-10-21",
            "plan": "Claude Team Standard/Premium versus current usage-based Enterprise; legacy Enterprise only when explicitly named",
            "addOns": [
              "Enterprise token usage at API rates",
              "Optional US-only inference surcharge",
              "External provider/app subscriptions and Office deployment approval where applicable",
              "CMEK and compliance only on eligible Enterprise configurations"
            ],
            "deploymentMode": "multi-tenant-saas",
            "region": "Commercial supported regions; default global inference and US storage where documented; no EU/Swiss-only residency assumption",
            "os": [],
            "surfaces": [
              {
                "id": "claude-web",
                "name": "Claude Team and Enterprise web workspaces",
                "type": "web-app"
              },
              {
                "id": "claude-clients",
                "name": "Claude desktop and mobile clients",
                "type": "native-app"
              },
              {
                "id": "claude-connectors",
                "name": "Claude connectors and remote MCP integrations",
                "type": "integration"
              },
              {
                "id": "claude-office",
                "name": "Claude for Microsoft 365 official add-ins",
                "type": "suite-addin"
              },
              {
                "id": "claude-cowork",
                "name": "Claude Cowork cloud and desktop task execution",
                "type": "agent-workspace"
              }
            ]
          },
          "questions": [
            {
              "id": "onboarding_service",
              "question": "Is guided onboarding included?",
              "support": "unknown",
              "answer": "Is guided onboarding included? Unverified after checking Academy, pricing and Enterprise comparison; included guided onboarding, champion programme, paid professional-services scope and charges not established.",
              "evidenceIds": []
            },
            {
              "id": "user_training",
              "question": "Is end-user training offered, in which languages?",
              "support": "partial",
              "answer": "Claude Academy provides written/video training for chat, Cowork, Office, connectors and skills; German/French/Italian delivery was not established.",
              "evidenceIds": [
                "claude:cl-academy"
              ]
            },
            {
              "id": "use_case_library",
              "question": "Are role-based use cases and templates provided?",
              "support": "partial",
              "answer": "Academy has workflow/tutorial examples and Office use cases; the library was not exhaustively mapped to organizational roles.",
              "evidenceIds": [
                "claude:cl-academy"
              ]
            },
            {
              "id": "adoption_programme",
              "question": "Is there a champion or adoption programme?",
              "support": "unknown",
              "answer": "Is there a champion or adoption programme? Unverified after checking Academy, pricing and Enterprise comparison; included guided onboarding, champion programme, paid professional-services scope and charges not established.",
              "evidenceIds": []
            },
            {
              "id": "service_cost",
              "question": "Which services cost extra?",
              "support": "unknown",
              "answer": "Which services cost extra? Unverified after checking Academy, pricing and Enterprise comparison; included guided onboarding, champion programme, paid professional-services scope and charges not established.",
              "evidenceIds": []
            }
          ],
          "limitations": [
            "Unverified parts: onboarding_service, adoption_programme, service_cost.",
            "Read each atomic answer for its plan, access and feature limits."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "claude:cl-academy"
          ]
        },
        {
          "productId": "langdock",
          "claimId": "langdock:VEN-08",
          "verificationStatus": "agent-cross-checked",
          "support": "partial",
          "answer": "Rollout support starts at 250 licences; public learning material and champion guidance are available.",
          "availability": "generally-available",
          "delivery": "native",
          "scope": {
            "surfaceIds": [
              "web"
            ],
            "version": "Public documentation checked 2026-10-21",
            "plan": "Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named",
            "addOns": [],
            "deploymentMode": "multi-tenant-saas",
            "region": "Azure EU default, with admin-enabled global model exceptions",
            "os": [],
            "surfaces": [
              {
                "id": "web",
                "name": "Langdock hosted workspace",
                "type": "web-app"
              }
            ]
          },
          "questions": [
            {
              "id": "onboarding_service",
              "question": "Is guided onboarding included?",
              "support": "partial",
              "answer": "Dedicated rollout/workshops/shared channels are available from250 seats; exact included versus chargeable services depends on contract.",
              "evidenceIds": [
                "langdock:langdock:playbook"
              ]
            },
            {
              "id": "user_training",
              "question": "Is end-user training offered, in which languages?",
              "support": "partial",
              "answer": "Public workshops have recordings/slides; the complete delivery-language and included-live-training matrix is not specified.",
              "evidenceIds": [
                "langdock:langdock:training"
              ]
            },
            {
              "id": "use_case_library",
              "question": "Are role-based use cases and templates provided?",
              "support": "supported",
              "answer": "Playbook recommends role-specific prompts/agents and gives structured use-case discovery material.",
              "evidenceIds": [
                "langdock:langdock:playbook"
              ]
            },
            {
              "id": "adoption_programme",
              "question": "Is there a champion or adoption programme?",
              "support": "supported",
              "answer": "Playbook includes department champions, follow-ups, hackathons and AI challenges.",
              "evidenceIds": [
                "langdock:langdock:playbook"
              ]
            },
            {
              "id": "service_cost",
              "question": "Which services cost extra?",
              "support": "partial",
              "answer": "Enterprise custom onboarding/support is quote-based; public per-workshop fees were not found.",
              "evidenceIds": [
                "langdock:langdock:billing"
              ]
            }
          ],
          "limitations": [
            "onboarding_service: Dedicated rollout/workshops/shared channels are available from250 seats; exact included versus chargeable services depends on contract.",
            "user_training: Public workshops have recordings/slides; the complete delivery-language and included-live-training matrix is not specified.",
            "service_cost: Enterprise custom onboarding/support is quote-based; public per-workshop fees were not found."
          ],
          "checkedAt": "2026-10-21",
          "crossCheckedAt": "2026-10-21",
          "nextCheckAt": "2026-12-20",
          "evidenceIds": [
            "langdock:langdock:playbook",
            "langdock:langdock:training",
            "langdock:langdock:billing"
          ]
        }
      ]
    }
  ],
  "sources": [
    {
      "id": "claude:claude:fable-plan-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15424964-claude-fable-models-on-your-plan",
      "title": "Claude Fable models on your plan",
      "locator": "How Fable models work on each plan and model-picker access; HTTP 200, body SHA256 c7e39ae19952ae2186de8c95a8034bd16a43b7da9e5b6750eca0b7c30614456a",
      "sourceDate": "2026-09-02",
      "retrievedAt": "2026-10-26",
      "finding": "Fable 5/5.1 are available on paid plans. Team/legacy Enterprise Premium include a capped share of weekly usage; Standard uses paid usage credits. Current usage-based Enterprise bills at API rates. Organization model access can restrict availability."
    },
    {
      "id": "claude:claude:transparent-fallback-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15363606-why-claude-switched-models-in-your-conversation-with-fable-5-or-fable-5-1",
      "title": "Claude Fable automatic model switching",
      "locator": "What happens after a fallback, settings and where switching applies; HTTP 200, body SHA256 98a2769ab04b54a170b3034afde3b042c016f76ccd332e98c4065288a60ea846",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Hosted Fable safety fallbacks rerun requests on an Opus model with a visible switch notice and response model label. Users can disable automatic switching. This is a safety fallback, not general task-based multi-provider routing."
    },
    {
      "id": "claude:cl-model-menu-r2-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/8664678-change-the-model-effort-and-thinking-settings",
      "title": "Change the model, effort, and thinking settings",
      "locator": "Chat selector; supported effort models; Enterprise restrictions; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 74026587f919fac61d5fc3f4747ea1c889b2d3b2b6b2ee895dfbcc2dfae25cae on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The chat-selector guide names model families and effort controls but does not provide a complete Team seat-tier or per-product entitlement matrix."
    },
    {
      "id": "claude:cl-context-plans-r2-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/8606394-how-large-is-the-context-window-on-paid-claude-plans",
      "title": "Context windows on paid Claude plans",
      "locator": "Paid-plan scope; separate Chat and Cowork tables; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 6f8fa356708c3a887106e33876dea65b71a3a9dae2ec09600ef035e14cb448e4 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The paid-plan guide distinguishes Chat and Cowork context/model tables; it does not guarantee every model on each Team seat tier or Office add-in."
    },
    {
      "id": "claude:cl-upload-r2-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/8241126-upload-files-to-claude",
      "title": "Upload files to Claude",
      "locator": "Chat attachments versus project Files; PDF handling; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 640974fd8725ee528375e7fca7fe66265f94a30fb0c82071022d3da529b437ed on 2026-10-26",
      "sourceDate": "2026-07-23",
      "retrievedAt": "2026-10-26",
      "finding": "The attachment guide specifies500 MB chat uploads,30 MB project files, and separate PDF visual/text behavior; these are not universal tool-path limits."
    },
    {
      "id": "claude:cl-pricing-20261026",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://claude.com/pricing",
      "title": "Claude pricing",
      "locator": "Team/Enterprise cards; commercial comparison; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9dac8ef940d7d07738f28ea203879b59cd98dfefd0bef624a91b361049a23a9f on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Team is listed for 2-150 seats with Standard/Premium pricing; current Enterprise lists USD 20/seat/month annual access plus usage and a 20-seat self-serve minimum."
    },
    {
      "id": "claude:cl-model-control-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15694740-manage-model-access-for-your-organization",
      "title": "Manage model access for your organization",
      "locator": "Organization and custom-role ceilings; Haiku exception; coverage; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 449e547e02b145fe3878d3591a80eca230ddff996580d601b38f007b78aba179 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Enterprise controls model/effort access by organization and custom role, while Haiku cannot be disabled and coverage has named exceptions."
    },
    {
      "id": "langdock:langdock:models",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/models",
      "title": "AI Models | Langdock",
      "locator": "Provider tables",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Public model table lists current text models and EUR metered prices."
    },
    {
      "id": "langdock:langdock:model-guide",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/models-and-limits/models.md",
      "title": "Model Guide",
      "locator": "Selecting a Model, Auto and Thinking",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Users select models or Auto routing; reasoning levels vary by model."
    },
    {
      "id": "claude:cl-release",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/12138966-release-notes",
      "title": "Claude release notes",
      "locator": "Model launches; memory; Office/connector changes; Cowork transition",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Dated notes distinguish current models, cloud/unified Cowork rollout, memory defaults and connector changes."
    },
    {
      "id": "claude:cl-haiku-notice",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/17444146-claude-haiku-4-5-is-leaving-the-model-selector",
      "title": "Claude Haiku 4.5 is leaving the model selector",
      "locator": "October 15 notice; October 29 removal; Team/Enterprise exceptions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The dated consumer Haiku retirement excludes Team/Enterprise, so it does not prove removal from their model catalogue."
    },
    {
      "id": "langdock:langdock:changes",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/changelog",
      "title": "Product Changelog | Langdock",
      "locator": "13 October 2026 model release; 15/10 September feature releases",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Dated releases document model additions, desktop apps and per-agent confirmations."
    },
    {
      "id": "claude:cl-office",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://claude.com/claude-for-microsoft-365",
      "title": "Claude for Microsoft 365",
      "locator": "App capabilities; GA/beta; cloud credentials; review controls",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Claude advertises native Excel/PowerPoint/Word add-ins, Outlook beta and optional Foundry/Bedrock/Gemini Enterprise Agent Platform credentials."
    },
    {
      "id": "langdock:langdock:billing",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/billing/pricing.md",
      "title": "https://docs.langdock.com/en/admin/billing/pricing.md",
      "locator": "Products, volume tiers, Enterprise and API",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Business covers up to 1000 users, BYOK separates model costs, workflows/API are metered and Enterprise is quoted."
    },
    {
      "id": "langdock:langdock:byok",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/byok/byok.md",
      "title": "https://docs.langdock.com/en/admin/byok/byok.md",
      "locator": "Options, requirements, setup and usage export",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "BYOK replaces completion, embedding and image routes; missing model categories break relevant features."
    },
    {
      "id": "langdock:langdock:byok-routes",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/byok/setup-guides.md",
      "title": "Setup Guides",
      "locator": "Provider setup tabs and OpenAI-compatible endpoints",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Named BYOK routes include cloud providers, Vercel Gateway and self-hosted OpenAI-compatible HTTPS endpoints."
    },
    {
      "id": "langdock:langdock:research",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/tools/deep-research.md",
      "title": "Deep Research",
      "locator": "Model configuration, limitations and usage",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Deep Research creates cited public-web reports and has a 15-per-30-days cap for standard keys."
    },
    {
      "id": "langdock:langdock:terms",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/terms",
      "title": "Terms of Use | Langdock",
      "locator": "Sections 6/7/9/12/15/16/19 and Appendix 1",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Terms 2.1 prohibit training and describe provider-specific residency and retention agreements, proprietary use rights and contract defaults."
    },
    {
      "id": "langdock:langdock:byok-models",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/byok/adding-models.md",
      "title": "How to add your own models",
      "locator": "Custom model setup and deployment configuration",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins configure completion, image and embedding models, deployments, capability flags and USD accounting rates."
    },
    {
      "id": "claude:cl-enterprise",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan",
      "title": "What is the Enterprise plan?",
      "locator": "Pricing; self-serve versus sales-assisted; legacy sections",
      "sourceDate": "2026-09-01",
      "retrievedAt": "2026-10-21",
      "finding": "Current Enterprise has no included tokens, bills all usage at API rates and differs from legacy seat-based arrangements."
    },
    {
      "id": "claude:cl-model-control-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15694740-manage-model-access-for-your-organization",
      "title": "Manage model access for your organization",
      "locator": "Enterprise eligibility; role ceilings; Haiku; fallback/coverage",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise model and effort access uses organization ceilings/custom roles; Haiku cannot be disabled and product/version limits apply."
    },
    {
      "id": "claude:cl-default-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15330088-set-a-default-model-for-your-organization",
      "title": "Set a default model for your organization",
      "locator": "Ordinary defaults; Always start beta; projects and product fallback",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise defaults are distinct from the beta forced-start switch, which preserves existing chat-project choices and permits in-chat changes."
    },
    {
      "id": "langdock:langdock:pricing",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/pricing",
      "title": "Pricing Plans | Langdock",
      "locator": "Chat & Agents, price breakdown, add-ons and API",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Business headline prices, annual discounts, workflow packages and Governance promotion are public."
    },
    {
      "id": "langdock:langdock:workspace",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/workspace/workspace.md",
      "title": "Workspace Settings",
      "locator": "Product Settings, Models, Analytics and Customizations",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Workspace settings define retention, model defaults, EU-only default enablement, analytics and product controls."
    },
    {
      "id": "langdock:langdock:limits",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/models-and-limits/fair-usage-policy.md",
      "title": "Usage Limits",
      "locator": "Usage windows and exhaustion",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Five-hour and weekly usage windows trigger extra usage or a fallback; spam protection caps 250 messages per three hours."
    },
    {
      "id": "langdock:langdock:extra",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-usage/extra-usage.md",
      "title": "Extra Usage",
      "locator": "Enabling extra usage, spend limits and API exceptions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Extra usage has workspace/plan/user caps and fallback behavior with possible final-response overshoot."
    },
    {
      "id": "claude:cl-rag",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/11473015-retrieval-augmented-generation-rag-for-projects",
      "title": "Retrieval augmented generation for projects",
      "locator": "Activation; search tool; context indicator",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Paid projects automatically switch to retrieval when knowledge approaches context limits and show a RAG indicator."
    },
    {
      "id": "claude:cl-upload-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/8241126-upload-files-to-claude",
      "title": "Upload files to Claude",
      "locator": "Chat attachments versus project Files; PDF handling",
      "sourceDate": "2026-07-23",
      "retrievedAt": "2026-10-21",
      "finding": "The attachment guide specifies500 MB chat uploads,30 MB project files, and separate PDF visual/text behavior; these are not universal tool-path limits."
    },
    {
      "id": "claude:cl-code-files-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/12111783-create-and-edit-files-with-claude",
      "title": "Create and edit files with Claude",
      "locator": "Availability; computing/file-tool limits; file output; network sections",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Chat code/file tools create Office/PDF output and document a30 MB upload/download path; the same page has inconsistent Team egress defaults."
    },
    {
      "id": "langdock:langdock:files",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/troubleshooting/faq/supported-file-types.md",
      "title": "Which file types does Langdock support?",
      "locator": "Format/size tables and processing limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Supported files have different type-specific size limits and processing restrictions."
    },
    {
      "id": "langdock:langdock:file-count",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/troubleshooting/faq/file-limit.md",
      "title": "What are the file limits in the chat and in agents?",
      "locator": "Chat and agent attachment limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Web message uploads allow 50 files, mobile five; agent knowledge and knowledge bases have separate limits."
    },
    {
      "id": "langdock:langdock:retrieval",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/knowledge/knowledge-basics.md",
      "title": "Knowledge Basics",
      "locator": "Direct context and embedding search",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Direct file previews differ from semantic search over 2000-character chunks, returning up to 50 passages."
    },
    {
      "id": "claude:cl-upload",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/8241126-upload-files-to-claude",
      "title": "Upload files to Claude",
      "locator": "Formats; chat/project limits; visual PDF processing",
      "sourceDate": "2026-07-23",
      "retrievedAt": "2026-10-21",
      "finding": "The page distinguishes 500 MB chat uploads, 30 MB project files and PDF visual processing up to 100 pages."
    },
    {
      "id": "claude:cl-projects",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9517075-what-are-projects",
      "title": "What are projects?",
      "locator": "Knowledge; instructions; Team/Enterprise collaboration",
      "sourceDate": "2026-07-23",
      "retrievedAt": "2026-10-21",
      "finding": "Projects persist selected knowledge/instructions and provide organization sharing with view/edit permissions."
    },
    {
      "id": "claude:cl-groups",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13799932-manage-groups-and-group-spend-limits-on-enterprise-plans",
      "title": "Manage groups and group spend limits on Enterprise plans",
      "locator": "Group sharing; SCIM; role controls; budgets",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise groups support roles and shared resources, per-user limits and optional shared monthly budgets in beta."
    },
    {
      "id": "langdock:langdock:knowledge",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/library/knowledge-bases.md",
      "title": "Knowledge bases",
      "locator": "Creation, sharing, limits and agent use",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Persistent shareable knowledge bases accept up to 1000 text documents, search chunks and attach to agents."
    },
    {
      "id": "langdock:langdock:agents",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/agents/configuration.md",
      "title": "Agent Configuration",
      "locator": "Agent configuration, knowledge and source restriction",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Agents combine instructions, files, folders, models, actions, skills and subagents, with optional source-access restrictions."
    },
    {
      "id": "claude:claude:atlassian-enterprise-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://claude.com/blog/enterprise-managed-auth",
      "title": "Enterprise-managed authorization for MCP connectors",
      "locator": "August 24 GA update and Atlassian Rovo MCP description; HTTP 200, body SHA256 5d973cd85982883fc28f409f6919e829a1e3791223634ca167e12524c411284e",
      "sourceDate": "2026-08-24",
      "retrievedAt": "2026-10-26",
      "finding": "Claude Enterprise documents generally available organization-managed authorization through Okta for named MCP providers including Atlassian. Its Atlassian section names Jira, Confluence and Teamwork Graph."
    },
    {
      "id": "claude:cl-mcp-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/11175166-get-started-with-custom-connectors-using-remote-mcp",
      "title": "Get started with custom connectors using remote MCP",
      "locator": "Network route; owner publication; OAuth/request headers; local distinction; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 e6307ff6f907b387075c5f8db3a45fae8cf8ea9eb15fd576b44f3368e1c5ed43 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Remote MCP originates from Anthropic cloud, can use per-user OAuth or shared credentials, and differs from Desktop-local MCP."
    },
    {
      "id": "claude:cl-release-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/12138966-release-notes",
      "title": "Claude release notes",
      "locator": "Model launches; memory; Office/connector changes; Cowork transition; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 07f9dcfff3c0fc1f7a6060ad0b718558075286175f3b4e1b13c665d79cab3616 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Dated notes distinguish current models, cloud/unified Cowork rollout, memory defaults and connector changes."
    },
    {
      "id": "claude:cl-enterprise-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9797531-what-is-the-enterprise-plan",
      "title": "What is the Enterprise plan?",
      "locator": "Pricing; self-serve versus sales-assisted; legacy sections; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 de2b461205d4426c558e88750f5be23f7d495804c407827fc5695ecd5e1a20ee on 2026-10-26",
      "sourceDate": "2026-09-01",
      "retrievedAt": "2026-10-26",
      "finding": "Current Enterprise has no included tokens, bills all usage at API rates and differs from legacy seat-based arrangements."
    },
    {
      "id": "claude:cl-m365-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/12684923-microsoft-365-connector-security-guide",
      "title": "Microsoft 365 connector security guide",
      "locator": "On-demand proxy; delegated permissions; consent; write controls; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8965fd2ee1dbdd7b494b834a1cbae1cd4194bf096abd2d916244178108738d3f on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The Anthropic-hosted Microsoft Graph proxy retrieves on demand without file-content caching and has separately enabled write tools and delegated permissions."
    },
    {
      "id": "claude:cl-google-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/10166901-use-google-workspace-connectors",
      "title": "Use Google Workspace connectors",
      "locator": "Sources; private project sync; live Docs/Sheets/Slides; authorization; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 b61eb14f3e2efb4ab2a9cc441eb6beb363b5514d3c55e6f9dc8cd2565d48d135 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Google connectors retrieve user-authorized data, sync referenced Google Docs and support live editing with separate app controls."
    },
    {
      "id": "langdock:langdock:sync",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/integrations/folder-sync.md",
      "title": "Folder Sync",
      "locator": "Setup, permission checks, sync behavior and owner removal",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Daily folder sync supports SharePoint, OneDrive, Drive and Confluence, with real-time user access checks."
    },
    {
      "id": "langdock:langdock:integrations",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/integrations/integration-directory.md",
      "title": "Integration Directory",
      "locator": "Native integration directory",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The native directory lists Microsoft, Google, Atlassian, CRM, BI, vector search, DeepL and audio integrations."
    },
    {
      "id": "langdock:langdock:mcp",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/integrations/mcp/mcp.md",
      "title": "Model Context Protocol (MCP)",
      "locator": "Transports, authentication and tool confirmation",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "MCP clients support Streamable HTTP/SSE and several authentication types; new tools do not require confirmation by default."
    },
    {
      "id": "claude:cl-m365",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/12684923-microsoft-365-connector-security-guide",
      "title": "Microsoft 365 connector security guide",
      "locator": "On-demand proxy; delegated permissions; consent; write controls",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The Anthropic-hosted Microsoft Graph proxy retrieves on demand without file-content caching and has separately enabled write tools and delegated permissions."
    },
    {
      "id": "claude:cl-m365-user",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15183774-connect-to-microsoft-365",
      "title": "Connect to Microsoft 365",
      "locator": "Setup; supported content; site restrictions; permissions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Microsoft 365 connects SharePoint/OneDrive/Outlook/Teams, excludes Sites.Selected allowlisting and OneNote reads, and requires organizational consent."
    },
    {
      "id": "claude:cl-google",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/10166901-use-google-workspace-connectors",
      "title": "Use Google Workspace connectors",
      "locator": "Sources; private project sync; live Docs/Sheets/Slides; authorization",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Google connectors retrieve user-authorized data, sync referenced Google Docs and support live editing with separate app controls."
    },
    {
      "id": "langdock:langdock:labels",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-integrations/sensitivity-label-policy.md",
      "title": "Sensitivity Label Policy",
      "locator": "Availability, enforcement, exceptions and unsupported areas",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A request-enabled Purview label policy filters supported integrations, with documented actions and upload exceptions."
    },
    {
      "id": "langdock:langdock:actions",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-integrations/manage-action-access.md",
      "title": "Manage Action Access",
      "locator": "Access settings and native-action exception",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins share integrations and actions with users/groups/API keys; native core actions cannot be disabled."
    },
    {
      "id": "claude:cl-memory-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/11817273-use-claude-s-chat-search-and-memory-to-build-on-previous-context",
      "title": "Chat search and memory",
      "locator": "Improved Settings>Memory versus legacy; owners; Cowork; exclusions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Improved memory has Team/Enterprise owner controls and cloud-Cowork sharing; legacy Team lacks org controls and legacy memory is chat-only."
    },
    {
      "id": "langdock:langdock:chat",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/functionalities.md",
      "title": "Basic Chat functionalities",
      "locator": "Model selector and tool availability",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Chat supports model selection and governed tools; memory, deep research and agent tool conditions differ."
    },
    {
      "id": "langdock:langdock:account",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/account/account.md",
      "title": "Account Settings",
      "locator": "Preferences, shared chats, custom instructions and memory",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Account settings include five UI languages, personal controls and temporary 72-hour Support sharing."
    },
    {
      "id": "langdock:langdock:memory",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/tools/memory.md",
      "title": "Memory",
      "locator": "Availability, management and limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Memory works in regular chats only, with a 50-memory cap and view/edit/delete controls."
    },
    {
      "id": "claude:cl-academy",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://academy.claude.com/tutorials",
      "title": "Claude Academy tutorials",
      "locator": "Chat; Cowork; Office; AI fluency guides",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Academy publishes written/video guides for chat, connectors, agents, Office work and skills."
    },
    {
      "id": "langdock:langdock:roles",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/workspace/roles.md",
      "title": "Roles and extra permissions",
      "locator": "System roles, custom roles and group permissions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "System roles, up to five custom roles and delegated group permissions are configurable."
    },
    {
      "id": "claude:cl-pricing",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://claude.com/pricing",
      "title": "Claude pricing",
      "locator": "Team/Enterprise cards; commercial comparison",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Team is listed for 2-150 seats with Standard/Premium pricing; current Enterprise lists USD 20/seat/month annual access plus usage and a 20-seat self-serve minimum."
    },
    {
      "id": "claude:cl-mcp",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/11175166-get-started-with-custom-connectors-using-remote-mcp",
      "title": "Get started with custom connectors using remote MCP",
      "locator": "Network route; owner publication; OAuth/request headers; local distinction",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Remote MCP originates from Anthropic cloud, can use per-user OAuth or shared credentials, and differs from Desktop-local MCP."
    },
    {
      "id": "claude:claude:web-search-controls-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/10684626-enable-and-use-web-search",
      "title": "Enable and use Claude web search",
      "locator": "Team/Enterprise workspace enablement and How web search works; HTTP 200, body SHA256 76f79d8a3eb4181b4e1028b23a4df9821c316008015fe0290feb4582d6b9a83d",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Team/Enterprise Owners first enable web search for the workspace, after which members use it in chat. Search answers include citations and source links. The article does not identify a universal search backend or query-processing region."
    },
    {
      "id": "langdock:langdock:web",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/tools/web-search.md",
      "title": "Web Search",
      "locator": "Search behavior and source inspection",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Web search returns inspectable citations and has a separate open-URL tool."
    },
    {
      "id": "claude:cl-cowork",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork",
      "title": "Get started with Claude Cowork",
      "locator": "Availability; cloud beta; task flow; tools; scheduling",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Paid Cowork runs multi-step tasks with local access where permitted and cloud task persistence, with Team/Enterprise cloud availability in beta."
    },
    {
      "id": "langdock:langdock:workflows",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/workflows/introduction.md",
      "title": "Introduction to Workflows",
      "locator": "Introduction and activation",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Workflows chain agents, integrations and logic with form, schedule and event triggers after admin activation."
    },
    {
      "id": "claude:claude:cowork-stop-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13364135-use-claude-cowork-safely",
      "title": "Use Claude Cowork safely",
      "locator": "Paid-plan availability, monitoring tasks and stopping suspicious behavior; HTTP 200, body SHA256 363aa11b90d168d68950bcf4820d677b076c63c1f27598be7d17ef04c727da24",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The paid-plan Cowork safety guide instructs users to monitor and stop a task when needed. It does not promise rollback of completed external actions or a guaranteed cancellation boundary."
    },
    {
      "id": "claude:cl-cowork-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork",
      "title": "Get started with Claude Cowork",
      "locator": "Availability; cloud beta; task flow; tools; scheduling; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 0c2c6bcedbe79e9bc84268a92da091133ea4c9737d6790eb74583def73350c02 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Paid Cowork runs multi-step tasks with local access where permitted and cloud task persistence, with Team/Enterprise cloud availability in beta."
    },
    {
      "id": "langdock:langdock:hitl",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/workflows/fundamentals/human-in-the-loop.md",
      "title": "Human in the Loop",
      "locator": "Approval and action confirmation",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Workflow runs can pause for editor approval or per-action confirmation."
    },
    {
      "id": "langdock:langdock:excel",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/microsoft-add-ins/excel.md",
      "title": "Excel Add-in",
      "locator": "Install, workbook operations and edit permissions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The Excel add-in reads and writes workbooks with default edit confirmation and named version prerequisites."
    },
    {
      "id": "langdock:langdock:outlook-rev2",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/microsoft-add-ins/outlook.md",
      "title": "Outlook Add-in",
      "locator": "Installation and Exchange Online prerequisites; edit permissions; HTTP200 Markdown re-read2026-10-21",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The Outlook add-in requires workspace-admin access and Exchange Online; edits ask by default and sending requires an explicit requested and confirmed action."
    },
    {
      "id": "langdock:langdock:outlook-marketplace",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://marketplace.microsoft.com/en-us/product/WA200011534?tab=Overview",
      "title": "Langdock for Outlook, by Langdock GmbH",
      "locator": "Overview and eligibility sentence",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Vendor listing offers the add-in to every paid Langdock plan and trials, with draft review before sending."
    },
    {
      "id": "langdock:langdock:outlook-rev2-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/microsoft-add-ins/outlook.md",
      "title": "Outlook Add-in",
      "locator": "Installation and Exchange Online prerequisites; edit permissions; HTTP200 Markdown re-read2026-10-21",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The Outlook add-in requires workspace-admin access and Exchange Online; edits ask by default and sending requires an explicit requested and confirmed action."
    },
    {
      "id": "langdock:langdock:pricing-20261026",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/pricing",
      "title": "Pricing Plans | Langdock",
      "locator": "Chat & Agents, price breakdown, add-ons and API",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Business headline prices, annual discounts, workflow packages and Governance promotion are public."
    },
    {
      "id": "langdock:langdock:changes-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/changelog",
      "title": "Product Changelog | Langdock",
      "locator": "13 October 2026 model release; 15/10 September feature releases",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Dated releases document model additions, desktop apps and per-agent confirmations."
    },
    {
      "id": "langdock:langdock:outlook-admin-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-integrations/add-in-setup-guides/outlook.md",
      "title": "Outlook Add-in setup",
      "locator": "Availability and access settings",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Admins set Outlook add-in access to Nobody, Everyone or Specific members and groups; Outlook Email and Calendar integrations have separate access/scopes."
    },
    {
      "id": "langdock:langdock:agents-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/agents/configuration.md",
      "title": "Agent Configuration",
      "locator": "Agent configuration, knowledge and source restriction",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Agents combine instructions, files, folders, models, actions, skills and subagents, with optional source-access restrictions."
    },
    {
      "id": "langdock:langdock:research-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/tools/deep-research.md",
      "title": "Deep Research",
      "locator": "Model configuration, limitations and usage",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Deep Research creates cited public-web reports and has a 15-per-30-days cap for standard keys."
    },
    {
      "id": "langdock:langdock:hitl-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/workflows/fundamentals/human-in-the-loop.md",
      "title": "Human in the Loop",
      "locator": "Approval and action confirmation",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Workflow runs can pause for editor approval or per-action confirmation."
    },
    {
      "id": "langdock:langdock:mcp-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/integrations/mcp/mcp.md",
      "title": "Model Context Protocol (MCP)",
      "locator": "Transports, authentication and tool confirmation",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "MCP clients support Streamable HTTP/SSE and several authentication types; new tools do not require confirmation by default."
    },
    {
      "id": "langdock:langdock:excel-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/microsoft-add-ins/excel.md",
      "title": "Excel Add-in",
      "locator": "Install, workbook operations and edit permissions",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The Excel add-in reads and writes workbooks with default edit confirmation and named version prerequisites."
    },
    {
      "id": "claude:cl-compliance",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13015708-access-the-compliance-api",
      "title": "Access the Compliance API",
      "locator": "Eligibility; primary-owner activation; event/chat/file data",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise Compliance API exposes events, chats and file content with primary-owner activation and scoped organization keys."
    },
    {
      "id": "claude:cl-api-prices",
      "productId": "claude",
      "kind": "documented",
      "url": "https://platform.claude.com/docs/en/about-claude/pricing",
      "title": "Claude Platform pricing",
      "locator": "Model pricing table; regional rates; tool token charges",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Current public API prices include Sonnet 5.5 at USD 2/M input and USD 10/M output, while model choice, tokens and features change usage cost."
    },
    {
      "id": "langdock:langdock:mcp-server",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/integrations/mcp/langdock-agent-mcp-server.md",
      "title": "Langdock Agent MCP Server",
      "locator": "Endpoint, authentication and tools",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A public MCP endpoint exposes workspace agents under Agent API scope."
    },
    {
      "id": "claude:cl-export-user",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9450526-export-your-claude-data",
      "title": "Export your Claude data",
      "locator": "Team/Enterprise owner enablement; contents; 24-hour link",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Organization members can export their own chats when enabled, without uploaded-file contents; exports are web/Desktop only."
    },
    {
      "id": "langdock:langdock:desktop-rev2",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/desktop-app/deploy.md",
      "title": "Enterprise Guide for Langdock Desktop",
      "locator": "Windows machine-wide MSIX/Intune; macOS PKG/DMG/Jamf/Kandji; HTTP200 Markdown re-read2026-10-21",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Managed desktop rollout supports machine-wide Windows packages and signed/notarized macOS installers; these installation instructions do not change subscription entitlements."
    },
    {
      "id": "langdock:langdock:mobile-rev2",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/mobile-app/introduction.md",
      "title": "Mobile App",
      "locator": "Download routes",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "HTTP200 Markdown introduction links official Apple App Store and Google Play mobile clients."
    },
    {
      "id": "langdock:langdock:desktop-product",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/products/desktop",
      "title": "Langdock Desktop",
      "locator": "Downloads and Q&A",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Windows/macOS desktop clients use the same workspace and approved models as web."
    },
    {
      "id": "langdock:langdock:mobile-product",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/mobile",
      "title": "Langdock Mobile",
      "locator": "App Store/Google Play links and Q&A",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Vendor mobile page offers iOS/Android clients using the workspace-approved models."
    },
    {
      "id": "claude:cl-google-addon",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/16951679-use-claude-in-google-docs-sheets-and-slides",
      "title": "Use Claude in Google Docs, Sheets, and Slides",
      "locator": "Beta eligibility; native extension; approvals; data retention",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "A native Google Workspace sidebar beta supports Team/Enterprise, separate from connectors; edits require approval by default and extension data does not inherit organization retention."
    },
    {
      "id": "langdock:langdock:teams",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/chatbots/teams-bot.md",
      "title": "How to use the Teams Bot",
      "locator": "Private chats, channels and admin install",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Teams has personal bot chats and channel threads with team participation."
    },
    {
      "id": "langdock:langdock:teams-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/chatbots/teams-bot.md",
      "title": "How to use the Teams Bot",
      "locator": "Installation note; Two Ways to Use the Teams Bot; Private Chat; Using Langdock in Channels; Limitations",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The public Markdown guide was retrieved with HTTP 200. A workspace admin installs the Teams app, which supports private bot chat and channel threads using @Langdock; it is separate from the web chat history."
    },
    {
      "id": "langdock:langdock:editor",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/document-editor.md",
      "title": "Document Editor",
      "locator": "Editor, AI edits, export and limitations",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Document Editor replaces Canvas and exports Markdown, Word and PDF; imported Word/PDF cannot be edited directly there."
    },
    {
      "id": "claude:claude:image-generation-boundary-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9002504-can-claude-produce-images",
      "title": "Can Claude produce images?",
      "locator": "Native image generation versus HTML/SVG custom visuals; HTTP 200, body SHA256 4d918af1acc08fe9d2c1ea21ae840029c1c9109acad12cb2eaeeb8b8daab4da9",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The vendor explicitly says Claude does not generate photos or illustrations like image-generation tools. HTML/SVG diagrams, charts and interactive visuals are a separate beta web/desktop capability; uploaded-image analysis is also separate."
    },
    {
      "id": "langdock:langdock:images",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/tools/image-generation.md",
      "title": "Image Generation",
      "locator": "Generating images and model choice",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Chat invokes configured image-generation models with a user model selector."
    },
    {
      "id": "claude:cl-artifacts-admin",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/16994751-artifacts-admin-guide-for-team-and-enterprise-plans",
      "title": "Artifacts admin guide for Team and Enterprise plans",
      "locator": "Templates; October defaults; standalone Design closure; data handling",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins control artifact templates, while standalone Claude Design closes 2026-12-14 and in-Claude design continues."
    },
    {
      "id": "langdock:langdock:analysis",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/guides/data-analysis.md",
      "title": "Using Langdock for Data Analysis",
      "locator": "Analysis procedure and outputs",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Tabular analysis produces charts and downloadable spreadsheet and document formats."
    },
    {
      "id": "langdock:langdock:projects",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/chat/projects.md",
      "title": "Projects",
      "locator": "Project sharing and permissions",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Shared projects expose all project chats/files to members and can be shared with users/groups, not the whole workspace."
    },
    {
      "id": "claude:claude:display-languages-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language",
      "title": "Claude display-language settings",
      "locator": "Supported Languages and On Web and Desktop; HTTP 200, body SHA256 9a6fd87cbba7b558c9972e24b7bcd94249d6cb04003eea26541794f93dbae61b",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Claude documents English, French, German, Italian, Hindi, Indonesian, Japanese, Korean, Brazilian Portuguese and Latin American/Spain Spanish interfaces on web and desktop. Voice language is a separate setting."
    },
    {
      "id": "claude:cl-sso",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13132885-set-up-single-sign-on-sso",
      "title": "Set up single sign-on",
      "locator": "Team/Enterprise eligibility; IdP; owner roles; provisioning",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "SSO and JIT are available to Team/Enterprise with owner configuration and verified domains."
    },
    {
      "id": "claude:cl-provision",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13133195-set-up-jit-or-scim-provisioning",
      "title": "Set up JIT or SCIM provisioning",
      "locator": "Plan eligibility; provisioning matrix; group mapping",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Team supports JIT but not SCIM; Enterprise SCIM synchronizes membership and role/seat mappings with documented removal differences."
    },
    {
      "id": "langdock:langdock:saml",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/security/saml/saml.md",
      "title": "https://docs.langdock.com/en/admin/security/saml/saml.md",
      "locator": "Checklist, supported IdPs, external authentication and MFA",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "SAML 2.0 requires a verified domain; MFA comes from the IdP rather than standalone Langdock MFA."
    },
    {
      "id": "langdock:langdock:scim",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/security/scim/scim.md",
      "title": "https://docs.langdock.com/en/admin/security/scim/scim.md",
      "locator": "Overview and prerequisites",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "SCIM 2.0 supports Entra provisioning after SAML setup and domain verification."
    },
    {
      "id": "langdock:langdock:scim-entra",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/security/scim/entra.md",
      "title": "https://docs.langdock.com/en/admin/security/scim/entra.md",
      "locator": "Target Object Actions and optional group synchronization",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Entra target actions control provisioning/deactivation and group synchronization."
    },
    {
      "id": "langdock:langdock:leaver",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-agents/unassign-agents.md",
      "title": "Unassign Agents",
      "locator": "Unassigned agents and reassignment",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Agents whose owner is deactivated keep functioning but cannot be edited until reassigned."
    },
    {
      "id": "claude:cl-model-control",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15694740-manage-model-access-for-your-organization",
      "title": "Manage model access for your organization",
      "locator": "Organization and custom-role ceilings; Haiku exception; coverage",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise controls model/effort access by organization and custom role, while Haiku cannot be disabled and coverage has named exceptions."
    },
    {
      "id": "claude:cl-analytics",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/12883420-view-usage-analytics-for-team-and-enterprise-plans",
      "title": "View usage analytics for Team and Enterprise plans",
      "locator": "Roles; product/model/user data; CSV exports",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Admins have plan-scoped adoption and spend views, including per-user/model CSVs and separate seat-based overage reporting."
    },
    {
      "id": "langdock:langdock:exports",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/compliance-and-governance/usage-exports.md",
      "title": "Usage Exports",
      "locator": "Export data types, limits and user-level data",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Usage CSV exports span users, agents, keys, projects, models and workflows, with user-detail privacy controls."
    },
    {
      "id": "langdock:langdock:byok-limits",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-usage/byok/usage-limits.md",
      "title": "Usage and spend limits",
      "locator": "Scope, unpriced models and spend limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "BYOK cost limits depend on configured prices and exclude backbone, workflows and workspace API usage."
    },
    {
      "id": "langdock:langdock:workflow-limits",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/manage-workflows/spend-limits.md",
      "title": "Workflow limits",
      "locator": "Spend limits and execution step cap",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Workflow AI use has a separate workspace EUR limit and per-workflow USD limits that block new runs."
    },
    {
      "id": "claude:cl-audit",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9970975-access-audit-logs",
      "title": "Access audit logs",
      "locator": "Enterprise export; 180 days; fields; content exclusion; CMEK",
      "sourceDate": "2026-06-15",
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise audit export covers 180 days of metadata, excludes prompt content and has a CMEK export limitation with a Compliance API alternative."
    },
    {
      "id": "claude:cl-compliance-partners",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15167101-get-started-with-claude-compliance-api-integrations",
      "title": "Get started with Claude Compliance API integrations",
      "locator": "Security, archive and eDiscovery partners",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The documentation lists partner compliance/eDiscovery/monitoring integrations; each integration needs separate scope and behavior verification."
    },
    {
      "id": "langdock:langdock:audit",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/developer/audit-logs-api/intro-to-audit-logs-api.md",
      "title": "Audit Logs API Overview",
      "locator": "Event schema, retention and prerequisites",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Audit events retain 90 days and are retrievable by a dedicated-scope admin API for SIEM ingestion."
    },
    {
      "id": "langdock:langdock:compliance-rev2",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/developer/compliance-api/export-tool-results.md",
      "title": "Export tool parameters and outputs",
      "locator": "Before You Start, parameters and conversation endpoints; HTTP200 Markdown re-read2026-10-21",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Cloud Compliance API is workspace-enable­ment gated; dedicated deployments serve it unless disabled. Conversation exports include messages and tool inputs/outputs only with both explicit flags."
    },
    {
      "id": "langdock:langdock:compliance-rev2-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/developer/compliance-api/export-tool-results.md",
      "title": "Export tool parameters and outputs",
      "locator": "Before You Start, parameters and conversation endpoints; HTTP200 Markdown re-read2026-10-21",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Cloud Compliance API is workspace-enable­ment gated; dedicated deployments serve it unless disabled. Conversation exports include messages and tool inputs/outputs only with both explicit flags."
    },
    {
      "id": "langdock:langdock:audit-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/developer/audit-logs-api/intro-to-audit-logs-api.md",
      "title": "Audit Logs API Overview",
      "locator": "Event schema, retention and prerequisites",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Audit events retain 90 days and are retrievable by a dedicated-scope admin API for SIEM ingestion."
    },
    {
      "id": "langdock:langdock:workspace-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/workspace/workspace.md",
      "title": "Workspace Settings",
      "locator": "Product Settings, Models, Analytics and Customizations",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Workspace settings define retention, model defaults, EU-only default enablement, analytics and product controls."
    },
    {
      "id": "claude:cl-compliance-partners-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15167101-get-started-with-claude-compliance-api-integrations",
      "title": "Get started with Claude Compliance API integrations",
      "locator": "Eligibility and Enterprise activation; monitoring/DLP partners",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise Compliance integrations are Primary-Owner-enabled; Claude Platform has a separate scope and this is not a Team entitlement or proof of inline redaction."
    },
    {
      "id": "langdock:langdock:gov",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/governance/compliance-rules.md",
      "title": "Compliance Rules",
      "locator": "Rule operation, failures and analytics",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Custom agent compliance checks produce pass/fail and severity results with per-rule analytics."
    },
    {
      "id": "claude:cl-servers",
      "productId": "claude",
      "kind": "documented",
      "url": "https://privacy.claude.com/en/articles/7996890-where-are-your-servers-located-do-you-host-your-models-on-eu-servers",
      "title": "Where are your servers located? Do you host your models on EU servers?",
      "locator": "Commercial global routing; US storage; internal processing",
      "sourceDate": "2026-06-15",
      "retrievedAt": "2026-10-21",
      "finding": "Commercial documentation says data is stored in the US, inference can route globally and internal support/safety processes can occur in affiliate countries."
    },
    {
      "id": "claude:cl-us-only",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15422948-enable-us-only-inference-for-your-organization",
      "title": "Enable US-only inference for your organization",
      "locator": "Eligibility; billing; exclusions",
      "sourceDate": "2026-06-15",
      "retrievedAt": "2026-10-21",
      "finding": "Usage-based Enterprise offers US-only inference at 1.1 times standard rates for applicable newer models, excluding storage and third-party processing."
    },
    {
      "id": "langdock:langdock:security",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/security",
      "title": "security",
      "locator": "Deployment, security, BYOK and certifications",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Default Azure EU SaaS, managed dedicated from 2000 and customer-cloud/on-premise from 5000 seats are advertised."
    },
    {
      "id": "langdock:langdock:dpa",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/dpa",
      "title": "Data Processing Agreement | Langdock",
      "locator": "Sections 7-12 and Appendices 1/2",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "DPA 2.1 defines third-country instructions, subprocessor notice and deletion/export rules, with an embedded provider table."
    },
    {
      "id": "claude:cl-dpa",
      "productId": "claude",
      "kind": "documented",
      "url": "https://www.anthropic.com/legal/data-processing-addendum",
      "title": "Data Processing Addendum",
      "locator": "B.7; C; E/F; H; SCC/Swiss schedules",
      "sourceDate": "2025-02-24",
      "retrievedAt": "2026-10-21",
      "finding": "The DPA covers confidential processing, subprocessors, audit access, security and post-termination return/deletion with transfer schedules."
    },
    {
      "id": "claude:cl-terms",
      "productId": "claude",
      "kind": "documented",
      "url": "https://www.anthropic.com/legal/commercial-terms",
      "title": "Commercial Terms of Service",
      "locator": "Customer content; confidentiality; contracting party; fees",
      "sourceDate": "2025-06-17",
      "retrievedAt": "2026-10-21",
      "finding": "Commercial terms prohibit model training on customer content, define EEA/Swiss/UK Irish contracting and provide confidentiality and commercial-use restrictions."
    },
    {
      "id": "claude:cl-training",
      "productId": "claude",
      "kind": "documented",
      "url": "https://privacy.claude.com/en/articles/7996868-is-my-data-used-for-model-training",
      "title": "Is my data used for model training?",
      "locator": "Commercial default; feedback; disable feedback",
      "sourceDate": "2026-08-18",
      "retrievedAt": "2026-10-21",
      "finding": "Commercial content is not used for training by default; explicit feedback can be used and retained up to five years, with owner controls."
    },
    {
      "id": "claude:cl-covered-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15425695-covered-models",
      "title": "Covered Models",
      "locator": "Default retention; temporary eligible Fable exception; EFS",
      "sourceDate": "2026-09-01",
      "retrievedAt": "2026-10-21",
      "finding": "Covered Models have default minimum retention, with a separate limited agreement-based Fable ZDR exception for eligible internal-business applications."
    },
    {
      "id": "claude:cl-covered-routes-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15425996-data-retention-practices-for-covered-models",
      "title": "Data retention practices for Covered Models",
      "locator": "ZDR configurations; eligible notices; cloud-provider storage; hosted Chat/Cowork",
      "sourceDate": "2026-09-05",
      "retrievedAt": "2026-10-21",
      "finding": "The updated guide excludes notified exception customers from the standard ZDR-transition instructions and says hosted Enterprise Chat/Cowork already use standard retention."
    },
    {
      "id": "claude:cl-retention-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://privacy.claude.com/en/articles/7996866-how-long-do-you-store-my-organization-s-data",
      "title": "How long do you store organization data?",
      "locator": "Saved commercial chats; deletion; safety and feedback exceptions",
      "sourceDate": "2026-07-01",
      "retrievedAt": "2026-10-21",
      "finding": "Commercial saved-chat retention differs from API retention; backend deletion normally takes up to 30 days and safety/legal/feedback exceptions remain."
    },
    {
      "id": "langdock:langdock:terms-rev2",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/terms",
      "title": "Terms of Use | Langdock",
      "locator": "Section9 and Appendix1 Microsoft Azure service terms",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Microsoft Azure routes use Modified Abuse Monitoring, disabling provider prompt/output retention and human abuse review. Other provider/model routes require separate assessment."
    },
    {
      "id": "claude:cl-retention-admin-r2",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/10440198-configure-custom-data-retention-controls-for-enterprise-plans",
      "title": "Configure custom data retention controls for Enterprise plans",
      "locator": "Project precedence; daily deletion process; role and feature limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Current English guidance schedules over-age content on save and deletes through a daily background process, preserving project precedence and feature exclusions."
    },
    {
      "id": "langdock:langdock:retention",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/troubleshooting/faq/data-retention-for-files.md",
      "title": "How long are files saved in Langdock?",
      "locator": "Retention by object type",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Deleted chats are immediately unavailable and unreferenced files are cleaned overnight; shared file references survive."
    },
    {
      "id": "claude:cl-gov",
      "productId": "claude",
      "kind": "documented",
      "url": "https://privacy.claude.com/en/articles/9519291-what-is-anthropic-s-policy-for-handling-governmental-requests-for-user-information",
      "title": "Government requests for user information",
      "locator": "Valid process; challenge; customer notice; exceptions",
      "sourceDate": "2026-03-16",
      "retrievedAt": "2026-10-21",
      "finding": "Anthropic documents valid-process review, rejection of deficient requests, notice exceptions and generally directing enterprise requests to the customer."
    },
    {
      "id": "claude:cl-trust-route",
      "productId": "claude",
      "kind": "documented",
      "url": "https://www.anthropic.com/subprocessors",
      "title": "Anthropic subprocessor list access route",
      "locator": "DPA Schedule 4 link; redirect to trust.anthropic.com/subprocessors",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The public list URL redirects to a trust portal that returned no extractable entries in this research; countries and revision remain unverified."
    },
    {
      "id": "claude:cl-ai-act",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://www.anthropic.com/claude-fable-and-mythos-5-1",
      "title": "Introducing Claude Fable 5.1 and Claude Mythos 5.1",
      "locator": "Compliance with the EU AI Act",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The provider announcement describes transparency-code signing, watermarking for later models and a restricted-preview detection API; this is not a deployer compliance verdict."
    },
    {
      "id": "langdock:langdock:legal",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/compliance-and-governance/legal-compliance.md",
      "title": "https://docs.langdock.com/en/admin/compliance-and-governance/legal-compliance.md",
      "locator": "Legal and compliance links",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "DPA applies automatically and a Professional Secrecy Addendum and certificates are linked from the Trust Center."
    },
    {
      "id": "claude:claude:commercial-certifications-20261026",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://privacy.claude.com/en/articles/10015870-what-certifications-has-anthropic-obtained",
      "title": "Anthropic commercial compliance credentials",
      "locator": "Commercial-products applicability and credential list; HTTP 200, body SHA256 d44ecb66e9cf7636e39a9b9da3c61cc6513dfca890e68fcdaa1bc7051f310335",
      "sourceDate": "2026-03-16",
      "retrievedAt": "2026-10-26",
      "finding": "The commercial privacy page claims ISO 27001:2022, ISO/IEC 42001:2023 and SOC 2 Type I/II. Copies are request-gated; issuer, certificate/report scope, period and validity were not inspected."
    },
    {
      "id": "claude:cl-dpa-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://www.anthropic.com/legal/data-processing-addendum",
      "title": "Data Processing Addendum",
      "locator": "B.7; C; E/F; H; SCC/Swiss schedules; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c11e0d2d380f6155e900d4357d2a154e85cd0b38db427ca11e5048e02c375218 on 2026-10-26",
      "sourceDate": "2025-02-24",
      "retrievedAt": "2026-10-26",
      "finding": "The DPA covers confidential processing, subprocessors, audit access, security and post-termination return/deletion with transfer schedules."
    },
    {
      "id": "claude:cl-cmek",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15505325-what-are-customer-managed-encryption-keys-cmek",
      "title": "What are customer-managed encryption keys?",
      "locator": "Eligibility; customer KMS; scope",
      "sourceDate": "2026-06-15",
      "retrievedAt": "2026-10-21",
      "finding": "Eligible Enterprise organizations can use customer AWS/GCP/Azure master keys for certain chats, projects and files, with feature limitations."
    },
    {
      "id": "claude:cl-ip",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13200993-restrict-access-to-claude-with-ip-allowlisting",
      "title": "Restrict access to Claude with IP allowlisting",
      "locator": "Enterprise eligibility; coverage; external sharing exception",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Enterprise supports source-IP CIDR restrictions configured through support; externally shared artifacts can remain outside that restriction."
    },
    {
      "id": "langdock:langdock:ip",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/security/ip-restrictions.md",
      "title": "IP Restrictions",
      "locator": "Prerequisites and enforcement",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "CIDR allowlists immediately block unauthorized network access when enabled."
    },
    {
      "id": "claude:cl-covered-review",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/15425996-data-retention-practices-for-covered-models",
      "title": "Data retention practices for Covered Models",
      "locator": "Human review; 30 days; affected ZDR configurations",
      "sourceDate": "2026-09-05",
      "retrievedAt": "2026-10-21",
      "finding": "Controlled reviewers may inspect safety-flagged retained data, with logged access; normal chat/Cowork already use standard retention."
    },
    {
      "id": "langdock:langdock:pricing-rev2",
      "productId": "langdock",
      "kind": "vendor-claimed",
      "url": "https://langdock.com/pricing",
      "title": "Pricing Plans | Langdock",
      "locator": "Business/Enterprise cards; price breakdown; product add-ons",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The page maps Business to up to1000 users and Enterprise to1000+; the Standard headline and breakdown disagree, so no applicable Standard/BYOK tariff is established here."
    },
    {
      "id": "claude:fx-20261020",
      "productId": "claude",
      "kind": "documented",
      "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml",
      "title": "ECB euro reference historical rates",
      "locator": "Cube time=2026-10-20; USD and CHF",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-21",
      "finding": "Directly retrieved ECB XML gives EUR 1 = USD 1.1215 = CHF 0.9237."
    },
    {
      "id": "claude:cl-consumption",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/14782391-claude-enterprise-consumption-guide",
      "title": "Claude Enterprise consumption guide",
      "locator": "Model/effort recommendations; defaults; limits",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The guide recommends Sonnet for routine/high-volume work and lower effort, while administrators configure the actual default and usage controls."
    },
    {
      "id": "langdock:langdock:ecb-fx",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml",
      "title": "ECB historical euro reference rates, 20 October 2026",
      "locator": "Cube time=2026-10-20, USD and CHF currency entries",
      "sourceDate": "2026-10-20",
      "retrievedAt": "2026-10-21",
      "finding": "ECB2026-10-20 reference rates:EUR1=USD1.1215=CHF0.9237, implying USD1=EUR0.89166206."
    },
    {
      "id": "claude:cl-export-org-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13346720-export-your-organization-s-data",
      "title": "Export your organization data",
      "locator": "Primary owner; scope; deleted items; link expiry; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 57af2f5ad8f732b35209851f2ba150423ac16e9d6a5c59718d6b0dd9ef672cae on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Team/Enterprise Primary Owners can export organization conversation/user data; deleted content is excluded and links expire in 24 hours."
    },
    {
      "id": "claude:cl-export-user-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/9450526-export-your-claude-data",
      "title": "Export your Claude data",
      "locator": "Team/Enterprise owner enablement; contents; 24-hour link; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 5fe1cfd761095719efd95b5bc63049b1ceed6ddc3ed081373247053022153bfc on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Organization members can export their own chats when enabled, without uploaded-file contents; exports are web/Desktop only."
    },
    {
      "id": "claude:cl-compliance-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://support.claude.com/en/articles/13015708-access-the-compliance-api",
      "title": "Access the Compliance API",
      "locator": "Eligibility; primary-owner activation; event/chat/file data; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f641744bc193c80154bdb21a45e3c0527566f256728552432047c12936b79225 on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Enterprise Compliance API exposes events, chats and file content with primary-owner activation and scoped organization keys."
    },
    {
      "id": "langdock:langdock:migration",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/developer/agents-api/agent-migration.md",
      "title": "Agent Migration Guide",
      "locator": "Prerequisites, exported settings and field mapping",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Agent API export/import preserves selected configuration; files/skills and some fields require separate migration."
    },
    {
      "id": "langdock:langdock:dpa-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/dpa",
      "title": "Data Processing Agreement | Langdock",
      "locator": "Sections 7-12 and Appendices 1/2",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "DPA 2.1 defines third-country instructions, subprocessor notice and deletion/export rules, with an embedded provider table."
    },
    {
      "id": "langdock:langdock:migration-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/developer/agents-api/agent-migration.md",
      "title": "Agent Migration Guide",
      "locator": "Prerequisites, exported settings and field mapping",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Agent API export/import preserves selected configuration; files/skills and some fields require separate migration."
    },
    {
      "id": "langdock:langdock:knowledge-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/library/knowledge-bases.md",
      "title": "Knowledge bases",
      "locator": "Create a Knowledge base and add documents, API upload; Share search access; Convert a Knowledge base to a folder",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The public Markdown guide was retrieved with HTTP 200. The Knowledge Folder API can upload, update, delete, retrieve and search files; Viewer supports retrieval, while writes need Editor. This does not establish a complete index/ACL workspace export bundle."
    },
    {
      "id": "langdock:langdock:exports-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/compliance-and-governance/usage-exports.md",
      "title": "Usage Exports",
      "locator": "Accessing Usage Exports; Export Limits; Export Data Structure; Usage Exports; Data Retention",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The public Markdown guide was retrieved with HTTP 200. Workspace administrators can export usage analytics as CSV or through the Usage Export API, with up to 12 months of history and JSON-valued mapping fields. Usage analytics are distinct from a complete chat/knowledge export."
    },
    {
      "id": "claude:claude:regional-presence-20261026",
      "productId": "claude",
      "kind": "vendor-claimed",
      "url": "https://www.anthropic.com/news/new-offices-in-paris-and-munich-expand-european-presence",
      "title": "Anthropic European office announcement",
      "locator": "November 7, 2025 announcement, Zurich and planned Munich offices; HTTP 200, body SHA256 f73fca94192490d5216bd82ba233110af7093cfb2d08e3848eb79d3c055eea72",
      "sourceDate": "2025-11-07",
      "retrievedAt": "2026-10-26",
      "finding": "The dated company announcement identifies an existing Zurich office and plans for Munich and Paris. It does not establish current staffing, a Swiss contracting entity or guaranteed local-language support."
    },
    {
      "id": "claude:cl-status-20261026",
      "productId": "claude",
      "kind": "documented",
      "url": "https://status.claude.com/",
      "title": "Claude Status",
      "locator": "Component health; incident history; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 dabd165cf98d3b64e94051b42876be9d30ed1383af03d4c1a201674b97acb34e on 2026-10-26",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Claude publishes separate hosted-product components and an incident history without providing a scoped contractual SLA in this page."
    },
    {
      "id": "langdock:langdock:playbook",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/admin/ai-adoption-and-rollout/getting-started/rollout-playbook.md",
      "title": "Rollout Playbook",
      "locator": "Programme qualification and rollout phases",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Dedicated rollout support/workshops start at 250 licences and include a champion approach."
    },
    {
      "id": "langdock:langdock:status",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://status.langdock.com/",
      "title": "status",
      "locator": "Components and history",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "The public status page covers the app, APIs, Workflows and Integrations with history."
    },
    {
      "id": "langdock:langdock:terms-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/terms",
      "title": "Terms of Use | Langdock",
      "locator": "Sections 6/7/9/12/15/16/19 and Appendix 1",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Terms 2.1 prohibit training and describe provider-specific residency and retention agreements, proprietary use rights and contract defaults."
    },
    {
      "id": "langdock:langdock:imprint-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://langdock.com/imprint",
      "title": "Langdock imprint and contact point",
      "locator": "Contact Point for Users and Authorities",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "Users and authorities can contact support@langdock.com in German and English; the imprint identifies Langdock GmbH in Berlin."
    },
    {
      "id": "langdock:langdock:status-20261026",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://status.langdock.com/",
      "title": "status",
      "locator": "Components and history",
      "sourceDate": null,
      "retrievedAt": "2026-10-26",
      "finding": "The public status page covers the app, APIs, Workflows and Integrations with history."
    },
    {
      "id": "langdock:langdock:training",
      "productId": "langdock",
      "kind": "documented",
      "url": "https://docs.langdock.com/en/using-langdock/resources/langdock-workshops.md",
      "title": "Langdock Workshops",
      "locator": "Workshop catalogue",
      "sourceDate": null,
      "retrievedAt": "2026-10-21",
      "finding": "Official workshop recordings/slides cover chat, skills, integrations, agents and workflows."
    }
  ]
}
