{ "schemaVersion": 1, "rubricVersion": "1.1", "kind": "pair", "slug": "langdock-vs-nuwacom", "canonicalUrl": "https://onaihq.com/compare/agents/langdock-vs-nuwacom/", "markdownUrl": "https://onaihq.com/compare/agents/langdock-vs-nuwacom/index.md", "dataUrl": "https://onaihq.com/compare/agents/langdock-vs-nuwacom/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": "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" }, { "id": "nuwacom", "name": "nuwacom", "website": "https://nuwacom.com/en", "repository": null, "pageUrl": "https://onaihq.com/compare/agents/products/nuwacom/", "lifecycle": { "status": "unknown", "note": null }, "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "api", "name": "nuwacom completion, agents, skills and assets APIs", "type": "api" }, { "id": "mobile", "name": "nuwacom iOS/Android", "type": "mobile-app" }, { "id": "meeting", "name": "nuwacom Meeting Notetaker bot", "type": "teams-app" }, { "id": "self-managed", "name": "nuwacom Self-Managed Hosting", "type": "self-hosted-server" } ], "sourcedClaimCount": 49, "statedByVendorCount": 0, "crossCheckedClaimCount": 48, "sourcedOnlyClaimCount": 1, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-26" } ], "coverage": { "totalCriteria": 51, "sharedCrossCheckedCriteria": 47, "sharedSourcedCriteria": 48, "crossCheckedCriteriaByProduct": { "langdock": 50, "nuwacom": 48 }, "sourcedOnlyCriteriaByProduct": { "langdock": 0, "nuwacom": 1 }, "sourcedCriteriaByProduct": { "langdock": 50, "nuwacom": 49 }, "crossCheckedCriterionRows": 51, "sourcedOnlyCriterionRows": 1, "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Selectable models span closed and EU-hosted open-weight families with Auto routing and model-specific regions.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise with administrator-enabled models", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Model tables label each EU, US or Global route", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "api", "name": "nuwacom completion, agents, skills and assets APIs", "type": "api" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "supported", "answer": "OpenAI, Anthropic, Google, Mistral, Z.ai, DeepSeek, Moonshot/Kimi, Qwen/Alibaba, MiniMax and Black Forest Labs have named table entries.", "evidenceIds": [ "nuwacom:nuwacom:models", "nuwacom:nuwacom:model-web" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "partial", "answer": "Text list includes GPT6 Astra/Sol/Luna,6.1Sol,5.6Sol/Terra/Luna,5.5,5.4,5.2,5.1,5/mini/nano,4.1/mini/nano,4o/mini, o1/o3/o3mini/o4mini; Fable5/5.1, Opus4.5/4.6/4.7/4.8/5/5.5, Sonnet4.5/4.6/5/5.5, Haiku4.5/5.5; Gemini4Argon,3.8/3.7/3.6/3.5Flash/FlashLite,3.1ProPreview/3ProPreview,2.5Pro/Flash/ProReasoning; MistralLarge3, GLM5/5.1/5.2/5.3/5.3Flash, DeepSeekV4Flash0731/V4Pro0813/V4.1Flash/1017, KimiK3, Qwen3.8Max/3.8-27B/3.6-27B, MiniMaxM3. Availability is admin/provider/region dependent; not a tested authenticated picker.", "evidenceIds": [ "nuwacom:nuwacom:models", "nuwacom:nuwacom:model-web", "nuwacom:nuwacom:changes" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "Users can choose a model for each request; manual selection overrides Auto.", "evidenceIds": [ "nuwacom:nuwacom:chat" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "partial", "answer": "Auto routes simple tasks to Instant and complex tasks to a stronger assigned model; EU-hosted provider fallback is documented. The exact model display after routing was not established.", "evidenceIds": [ "nuwacom:nuwacom:models", "nuwacom:nuwacom:chat" ] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "partial", "answer": "Model tables flag image support; files/audio/video can be uploaded and processed by separate tools. DeepSeekV4Flash0731 lacks image input. Raw audio capability cannot be inferred for every text model.", "evidenceIds": [ "nuwacom:nuwacom:model-web", "nuwacom:nuwacom:chat" ] } ], "limitations": [ "current_models: Text list includes GPT6 Astra/Sol/Luna,6.1Sol,5.6Sol/Terra/Luna,5.5,5.4,5.2,5.1,5/mini/nano,4.1/mini/nano,4o/mini, o1/o3/o3mini/o4mini; Fable5/5.1, Opus4.5/4.6/4.7/4.8/5/5.5, Sonnet4.5/4.6/5/5.5, Haiku4.5/5.5; Gemini4Argon,3.8/3.7/3.6/3.5Flash/FlashLite,3.1ProPreview/3ProPreview,2.5Pro/Flash/ProReasoning; MistralLarge3, GLM5/5.1/5.2/5.3/5.3Flash, DeepSeekV4Flash0731/V4Pro0813/V4.1Flash/1017, KimiK3, Qwen3.8Max/3.8-27B/3.6-27B, MiniMaxM3. Availability is admin/provider/region dependent; not a tested authenticated picker.", "auto_routing: Auto routes simple tasks to Instant and complex tasks to a stronger assigned model; EU-hosted provider fallback is documented. The exact model display after routing was not established.", "multimodal_input: Model tables flag image support; files/audio/video can be uploaded and processed by separate tools. DeepSeekV4Flash0731 lacks image input. Raw audio capability cannot be inferred for every text model." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:models", "nuwacom:nuwacom:model-web", "nuwacom:nuwacom:changes", "nuwacom:nuwacom:chat" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:MOD-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dated model release notes exist; provider release lag and version retention were not verified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business SaaS unless Enterprise, custom deployment or beta is explicitly named; documentation pages do not generally specify plan entitlement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom 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 cross-checked last-three-release GA dates per provider, fixed deprecation notice or guaranteed older-version pinning was established from model/release/settings documentation.", "evidenceIds": [] }, { "id": "changelog", "question": "Is there a dated public model changelog?", "support": "supported", "answer": "Release notes through2026-10-16 identify Gemini4Argon and model access changes; older dated entries list provider additions.", "evidenceIds": [ "nuwacom:nuwacom: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 cross-checked last-three-release GA dates per provider, fixed deprecation notice or guaranteed older-version pinning was established from model/release/settings documentation.", "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 cross-checked last-three-release GA dates per provider, fixed deprecation notice or guaranteed older-version pinning was established from model/release/settings documentation.", "evidenceIds": [] } ], "limitations": [ "Unverified release_lag_days, deprecation_notice, version_pinning: No cross-checked last-three-release GA dates per provider, fixed deprecation notice or guaranteed older-version pinning was established from model/release/settings documentation." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom: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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:MOD-03", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:MOD-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "EU-hosted open-weight models are listed; customer-hosted inference integration is not specified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business SaaS unless Enterprise, custom deployment or beta is explicitly named; documentation pages do not generally specify plan entitlement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "self_hosted_chat", "question": "Can chat use a customer-hosted model?", "support": "unknown", "answer": "Can chat use a customer-hosted model? Unknown. Full-platform self-managed terms do not establish a documented chat/embedding route to customer-hosted models or its feature parity; no endpoint fixture was run.", "evidenceIds": [] }, { "id": "self_hosted_embeddings", "question": "Can retrieval use customer-hosted embeddings?", "support": "unknown", "answer": "Can retrieval use customer-hosted embeddings? Unknown. Full-platform self-managed terms do not establish a documented chat/embedding route to customer-hosted models or its feature parity; no endpoint fixture was run.", "evidenceIds": [] }, { "id": "feature_parity", "question": "Which features fail with self-hosted models?", "support": "unknown", "answer": "Which features fail with self-hosted models? Unknown. Full-platform self-managed terms do not establish a documented chat/embedding route to customer-hosted models or its feature parity; no endpoint fixture was run.", "evidenceIds": [] }, { "id": "vendor_hosted_open_models", "question": "Does the vendor host open-weight models in EU/CH?", "support": "partial", "answer": "Hosted EU entries include MistralLarge3, KimiK3, GLM5.x, DeepSeekV4.x, Qwen3.x and MiniMaxM3. Open-weight family naming is not a component licence audit.", "evidenceIds": [ "nuwacom:nuwacom:models", "nuwacom:nuwacom:model-web" ] } ], "limitations": [ "vendor_hosted_open_models: Hosted EU entries include MistralLarge3, KimiK3, GLM5.x, DeepSeekV4.x, Qwen3.x and MiniMaxM3. Open-weight family naming is not a component licence audit.", "Unverified self_hosted_chat, self_hosted_embeddings, feature_parity: Full-platform self-managed terms do not establish a documented chat/embedding route to customer-hosted models or its feature parity; no endpoint fixture was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:models", "nuwacom:nuwacom:model-web" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:MOD-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Admins choose models and defaults, with per-user/group access and published limit behavior but no absolute allowance.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?", "support": "partial", "answer": "The October 16 release describes user/group model access. Current settings document per-user restrictions, with default and Auto models always available. Agents fall back to the default model for users without access; workflows fail at a restricted step, and embedded agents bypass these checks.", "evidenceIds": [ "nuwacom:nuwacom:changes-20261026", "nuwacom:nuwacom:settings-20261026" ] }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?", "support": "partial", "answer": "Central enabled EU-only model configuration restricts regular-user routes, but a separate knowledge-versus-general model policy is not established and embeds are exempt from per-user checks.", "evidenceIds": [ "nuwacom:nuwacom:overview-20261026", "nuwacom:nuwacom:settings-20261026" ] }, { "id": "default_model", "question": "Can admins set the default model?", "support": "supported", "answer": "Workspace default Auto/specific model, Instant/stronger Auto assignments and image/video defaults are configurable; users may set personal default.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:models-20261026", "nuwacom:nuwacom:account-20261026" ] }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?", "support": "partial", "answer": "Standard/Premium/Power supply1x/2x/5x relative monthly usage; numeric message/token/base monetary allowances are not published.", "evidenceIds": [ "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:rules-20261026" ] }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?", "support": "supported", "answer": "Interactive usage falls back to Instant; API, workflow and chatbot usage pause at the approved budget. No automatic additional charges; admin approval or reset is needed.", "evidenceIds": [ "nuwacom:nuwacom:rules-20261026" ] } ], "limitations": [ "model_allowlist_by_group: The October 16 release describes user/group model access. Current settings document per-user restrictions, with default and Auto models always available. Agents fall back to the default model for users without access; workflows fail at a restricted step, and embedded agents bypass these checks.", "data_bound_models: Central enabled EU-only model configuration restricts regular-user routes, but a separate knowledge-versus-general model policy is not established and embeds are exempt from per-user checks.", "user_limits: Standard/Premium/Power supply1x/2x/5x relative monthly usage; numeric message/token/base monetary allowances are not published." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:changes-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:overview-20261026", "nuwacom:nuwacom:models-20261026", "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:rules-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Chat accepts broad office, text, image and media formats; parsing fidelity and total context limits are untested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "formats", "question": "Which formats are accepted?", "support": "supported", "answer": "PDF, Word/doc/docx, Excel/xls/xlsx/CSV, PowerPoint/ppt/pptx, ODT, EPUB, JSON, Markdown/plaintext/HTML/XML/RTF, reStructuredText, OutlookMSG/EML, JPEG/PNG/WebP/nonanimatedGIF, audioMP3/WAV/OGG/FLAC/AAC/AIFF/M4A, MP4/WebM and Google native documents are listed.", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026" ] }, { "id": "limits", "question": "What size and count limits apply per file and chat?", "support": "partial", "answer": "Document/slide template uploads are50MB; this does not establish universal attachment or chat-count limits.", "evidenceIds": [ "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026" ] }, { "id": "ocr", "question": "Are scanned PDFs read?", "support": "unknown", "answer": "Are scanned PDFs read? Unknown. No scanned-PDF/OCR or structured workbook fixture was run, and universal per-chat size/count/context limits were not established. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://docs.nuwacom.ai/en/documents.md, https://docs.nuwacom.ai/en/slides.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "spreadsheets", "question": "Are Excel tables read with structure intact?", "support": "partial", "answer": "Excel/CSV/Sheets can be analyzed through Python; preservation of merged cells/formulas/structure was not independently tested.", "evidenceIds": [ "nuwacom:nuwacom:analysis-20261026" ] }, { "id": "full_vs_chunked", "question": "Is the whole file used or only retrieved parts, and does the user see which?", "support": "partial", "answer": "Knowledge sync extracts content and retrieval uses selected sources; full-file versus retrieved chunk thresholds and user visibility are unspecified.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:chat-20261026" ] } ], "limitations": [ "limits: Document/slide template uploads are50MB; this does not establish universal attachment or chat-count limits.", "ocr: Are scanned PDFs read? Unknown. No scanned-PDF/OCR or structured workbook fixture was run, and universal per-chat size/count/context limits were not established. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://docs.nuwacom.ai/en/documents.md, https://docs.nuwacom.ai/en/slides.md. No additional scoped evidence established this answer.", "spreadsheets: Excel/CSV/Sheets can be analyzed through Python; preservation of merged cells/formulas/structure was not independently tested.", "full_vs_chunked: Knowledge sync extracts content and retrieval uses selected sources; full-file versus retrieved chunk thresholds and user visibility are unspecified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026", "nuwacom:nuwacom:analysis-20261026", "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "id": "KNOW-02", "title": "Knowledge bases and shared collections", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "Record curated document collections that persist across chats, who can create and share them, size limits, and how they attach to assistants. Distinguish personal, group and organisation-wide scope.", "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?" }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?" }, { "id": "size_limits", "question": "What are the collection limits?" }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?" } ], "products": [ { "productId": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-02", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Native Microsoft, Google, Atlassian and business connectors coexist with custom MCP; automatic sync is Enterprise.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise native connectors; Enterprise automated knowledge synchronization. Custom MCP entitlement is unverified.", "addOns": [ "Enterprise automated SharePoint/OneDrive/GoogleDrive/Confluence knowledge sync", "Custom/curated MCP, eligible tier unspecified" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?", "support": "supported", "answer": "SharePoint, OneDrive, Outlook, Teams, Excel, OneNote, Planner andPowerBI connectors expose search/read and selected writes. Enterprise knowledge sync names SharePoint/OneDrive.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:knowledge-20261026" ] }, { "id": "google_workspace", "question": "Which Google sources are connected?", "support": "supported", "answer": "Drive, Docs, Sheets, Gmail, Calendar andMeet transcripts; Drive knowledge sync is listed.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:knowledge-20261026" ] }, { "id": "atlassian", "question": "Confluence and Jira?", "support": "supported", "answer": "Jira andConfluence native connector actions; Confluence also appears in current Knowledge sync list.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:knowledge-20261026" ] }, { "id": "other_systems", "question": "Which other business systems?", "support": "partial", "answer": "The public directory lists Slack, Notion, Pipedrive, HubSpot and Personio. Custom MCP is documented, but its eligible plan is not established, so no Business/Enterprise MCP entitlement is asserted.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:pricing-20261026" ] }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?", "support": "unknown", "answer": "Can on-prem file shares or databases be connected? Unknown. No supported on-prem file-share/database connector matrix or network architecture was established. MCP alone does not prove an on-prem route. Search on 2026-10-26: https://docs.nuwacom.ai/en/connector-directory.md, https://nuwacom.com/en/pricing, https://docs.nuwacom.ai/en/product/knowledge.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "connector_provider", "question": "Who builds and maintains each connector?", "support": "partial", "answer": "The documented native Apps are preconfigured integrations managed by nuwacom. Custom MCP server operators and contracts vary; the plan entitlement and server-specific maintenance commitment remain unknown.", "evidenceIds": [ "nuwacom:nuwacom:connectors-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ], "limitations": [ "other_systems: The public directory lists Slack, Notion, Pipedrive, HubSpot and Personio. Custom MCP is documented, but its eligible plan is not established, so no Business/Enterprise MCP entitlement is asserted.", "on_prem_sources: Can on-prem file shares or databases be connected? Unknown. No supported on-prem file-share/database connector matrix or network architecture was established. MCP alone does not prove an on-prem route. Search on 2026-10-26: https://docs.nuwacom.ai/en/connector-directory.md, https://nuwacom.com/en/pricing, https://docs.nuwacom.ai/en/product/knowledge.md. No additional scoped evidence established this answer.", "connector_provider: The documented native Apps are preconfigured integrations managed by nuwacom. Custom MCP server operators and contracts vary; the plan entitlement and server-specific maintenance commitment remain unknown." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:connectors-20261026", "nuwacom:nuwacom:mcp-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026" ] } ] }, { "id": "KNOW-04", "title": "Permission-aware retrieval", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "Using two test users, verify that a restricted document in the fixture tenant is never cited or summarised for the user without access, including after a permission change. Record whether permissions are enforced at query time by the source system, mirrored into an index, or not enforced. Record the propagation delay of a revocation.", "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?" }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?" }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?" }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?" }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?" } ], "products": [ { "productId": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Live personal connectors and synced knowledge have materially different permission boundaries.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise live connectors; automated knowledge sync requires Enterprise", "addOns": [ "Enterprise automated SharePoint/OneDrive/GoogleDrive/Confluence knowledge sync" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "partial", "answer": "Business/Enterprise personal live connections act with the connection owner's source permissions; shared/default accounts use the shared owner rights. Enterprise synced SharePoint/OneDrive/Drive knowledge uses nuwacom folder access and does not preserve source permissions, so recipients can see copied knowledge without source access.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:agent-config-20261026" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "partial", "answer": "The live connector enforces its connected account rights. Enterprise knowledge-sync copies are governed by nuwacom folder/agent permissions. The generic Enterprise Search permissions description is not used as proof that synced copies recheck source ACLs.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:connections-20261026" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "unknown", "answer": "How quickly does a removed permission take effect? Unknown. No revocation timing fixture or Microsoft Purview/other sensitivity-label handling was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/connections.md, https://docs.nuwacom.ai/en/product/knowledge.md, https://docs.nuwacom.ai/en/agent-configuration.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "partial", "answer": "Admins select files/folders to sync, enable/disable connectors and control account/folder/agent sharing; source sensitivity-label enforcement was not established.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:settings-20261026" ] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "unknown", "answer": "Are Microsoft Purview or similar labels respected? Unknown. No revocation timing fixture or Microsoft Purview/other sensitivity-label handling was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/connections.md, https://docs.nuwacom.ai/en/product/knowledge.md, https://docs.nuwacom.ai/en/agent-configuration.md. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "source_permissions_respected: Business/Enterprise personal live connections act with the connection owner's source permissions; shared/default accounts use the shared owner rights. Enterprise synced SharePoint/OneDrive/Drive knowledge uses nuwacom folder access and does not preserve source permissions, so recipients can see copied knowledge without source access.", "enforcement_point: The live connector enforces its connected account rights. Enterprise knowledge-sync copies are governed by nuwacom folder/agent permissions. The generic Enterprise Search permissions description is not used as proof that synced copies recheck source ACLs.", "revocation_delay: How quickly does a removed permission take effect? Unknown. No revocation timing fixture or Microsoft Purview/other sensitivity-label handling was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/connections.md, https://docs.nuwacom.ai/en/product/knowledge.md, https://docs.nuwacom.ai/en/agent-configuration.md. No additional scoped evidence established this answer.", "admin_scope_controls: Admins select files/folders to sync, enable/disable connectors and control account/folder/agent sharing; source sensitivity-label enforcement was not established.", "sensitivity_labels: Are Microsoft Purview or similar labels respected? Unknown. No revocation timing fixture or Microsoft Purview/other sensitivity-label handling was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/connections.md, https://docs.nuwacom.ai/en/product/knowledge.md, https://docs.nuwacom.ai/en/agent-configuration.md. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Live action access is temporary; knowledge sync copies extracted content one way.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise live connectors; automated knowledge sync requires Enterprise", "addOns": [ "Enterprise automated SharePoint/OneDrive/GoogleDrive/Confluence knowledge sync" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "supported", "answer": "Connected-email actions retrieve temporarily; knowledge sync extracts content without storing original files and indexes it for reuse; writes in nuwacom are not synced back.", "evidenceIds": [ "nuwacom:nuwacom:connectors-rev2", "nuwacom:nuwacom:knowledge-rev2" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "partial", "answer": "Knowledge markets real-time updates but FAQ says new files can take a few minutes. No fixed refresh SLA is documented.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-rev2" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "partial", "answer": "Deleting a synced file in nuwacom removes its folder entry without deleting source content; source-deletion-to-index delay is unknown.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-rev2" ] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "partial", "answer": "Business hosted content is in Azure EU. Enterprise may select STACKIT Germany eu01 in its order form. A separate index physical-site matrix is not published; model inference is a different processing path.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:plans-rev2" ] } ], "limitations": [ "Live personal OAuth and Enterprise synchronized knowledge have separate authorization and storage behavior." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:connectors-rev2", "nuwacom:nuwacom:knowledge-rev2", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:docs-full-recheck", "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:plans-rev2" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Chat documents clickable internal/web sources; grounding quality remains unmeasured.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business SaaS unless Enterprise, custom deployment or beta is explicitly named; documentation pages do not generally specify plan entitlement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "supported", "answer": "Internal document and web sources appear below answers; clicking opens original. Source list can include uncited material that influenced generation.", "evidenceIds": [ "nuwacom:nuwacom:chat" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "Do the cited passages support the answer? Unknown. No shared DE/FR/EN corpus fixture or no-answer/citation-accuracy test was run; cross-language retrieval and observed accuracy are unestablished.", "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 DE/FR/EN corpus fixture or no-answer/citation-accuracy test was run; cross-language retrieval and observed accuracy are unestablished.", "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 DE/FR/EN corpus fixture or no-answer/citation-accuracy test was run; cross-language retrieval and observed accuracy are unestablished.", "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 DE/FR/EN corpus fixture or no-answer/citation-accuracy test was run; cross-language retrieval and observed accuracy are unestablished.", "evidenceIds": [] } ], "limitations": [ "Unverified citation_accuracy, cross_language, no_answer_behaviour, observed_accuracy: No shared DE/FR/EN corpus fixture or no-answer/citation-accuracy test was run; cross-language retrieval and observed accuracy are unestablished." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:chat" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:KNOW-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Users opt into private chat memories and can manage them; administrative memory control is not established.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "custom_instructions", "question": "Can users set persistent instructions?", "support": "partial", "answer": "Private preferences/context, saved Voices and agent/project/workspace guidelines are documented; a distinct persistent personal instruction field is not specified.", "evidenceIds": [ "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:policy-20261026" ] }, { "id": "cross_chat_memory", "question": "Does the product remember facts across chats?", "support": "partial", "answer": "Opt-in Memories retain context across personal chats only, excluding agents/knowledge. Orchestrator documentation separately mentions persistent context without reconciling scope.", "evidenceIds": [ "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:orchestrator-20261026" ] }, { "id": "user_memory_controls", "question": "Can users view, edit and delete memories?", "support": "supported", "answer": "Enable/disable and view/edit/delete individual or all memories; memory import from other tools is documented.", "evidenceIds": [ "nuwacom:nuwacom:account-20261026" ] }, { "id": "admin_memory_controls", "question": "Can admins turn memory off?", "support": "unknown", "answer": "Can admins turn memory off? Unknown. No administrator memory-disable policy was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/policy-hierarchy.md, https://docs.nuwacom.ai/en/orchestrator.md. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "custom_instructions: Private preferences/context, saved Voices and agent/project/workspace guidelines are documented; a distinct persistent personal instruction field is not specified.", "cross_chat_memory: Opt-in Memories retain context across personal chats only, excluding agents/knowledge. Orchestrator documentation separately mentions persistent context without reconciling scope.", "admin_memory_controls: Can admins turn memory off? Unknown. No administrator memory-disable policy was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/policy-hierarchy.md, https://docs.nuwacom.ai/en/orchestrator.md. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:policy-20261026", "nuwacom:nuwacom:orchestrator-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:AGT-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "No-code agents combine instructions, knowledge, tools and skills with controlled creation/sharing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "create_assistants", "question": "Can users create assistants with instructions, knowledge and tools?", "support": "supported", "answer": "Agent Builder accepts natural-language instructions, selected files/folders, connector actions, nuwacom tools and skills.", "evidenceIds": [ "nuwacom:nuwacom:agents-20261026", "nuwacom:nuwacom:agent-config-20261026" ] }, { "id": "creator_permissions", "question": "Can admins limit who creates them?", "support": "supported", "answer": "Admin permission matrix controls Read/Write/Share for Agents by role/group; admins retain full access.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026" ] }, { "id": "sharing_scope", "question": "Can assistants be shared with users, groups or everyone?", "support": "partial", "answer": "Private, specific people/groups or workspace sharing; published embeds use domain whitelist and separate knowledge/account permissions.", "evidenceIds": [ "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:users-20261026" ] }, { "id": "catalogue", "question": "Is there an internal assistant directory?", "support": "supported", "answer": "Categorized internal agent library and personal sidebar pins are documented.", "evidenceIds": [ "nuwacom:nuwacom:agent-extra-20261026" ] }, { "id": "prompt_library", "question": "Are shared prompt templates available?", "support": "supported", "answer": "Custom/standard categorized prompts share internally; Prompts are disabled by default until admin re-enables the module.", "evidenceIds": [ "nuwacom:nuwacom:prompts-20261026" ] } ], "limitations": [ "sharing_scope: Private, specific people/groups or workspace sharing; published embeds use domain whitelist and separate knowledge/account permissions." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:agents-20261026", "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:users-20261026", "nuwacom:nuwacom:agent-extra-20261026", "nuwacom:nuwacom:prompts-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:AGT-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Native action tools and remote MCP support personal/shared credentials and central connector enablement.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise native tools and workflow approvals; custom MCP plan entitlement unverified", "addOns": [ "Enterprise custom integration enablement; shared credential/agent configuration as described" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "builtin_tools", "question": "Which tools are built in?", "support": "supported", "answer": "Knowledge/web search, document/email/slide creation, image/video generation, Python analysis and connector actions.", "evidenceIds": [ "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:analysis-20261026" ] }, { "id": "custom_actions", "question": "Can admins add API actions?", "support": "unknown", "answer": "The custom MCP setup guide is reachable, but neither it nor the pricing/Plans pages assigns a custom-action entitlement to Business or Enterprise. Search on 2026-10-26: https://docs.nuwacom.ai/en/agent-configuration.md, https://docs.nuwacom.ai/en/data-analysis.md, https://docs.nuwacom.ai/en/connect-mcp-server.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "mcp_client", "question": "Can it use remote MCP servers, and with what admin control?", "support": "unknown", "answer": "Remote MCP transport and authentication are documented, but the eligible Business/Enterprise plan or add-on is not identified. Search on 2026-10-26: https://docs.nuwacom.ai/en/agent-configuration.md, https://docs.nuwacom.ai/en/data-analysis.md, https://docs.nuwacom.ai/en/connect-mcp-server.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "tool_auth", "question": "Do tools act as the user or as a shared account?", "support": "partial", "answer": "Native connected accounts use personal OAuth or a shared/default account. Custom MCP authentication options are documented separately, but commercial eligibility for that module remains unknown.", "evidenceIds": [ "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:mcp-20261026" ] }, { "id": "tool_approval", "question": "Can admins approve or block tools, and can users confirm actions before they run?", "support": "partial", "answer": "Admins enable native connectors and agents select available actions. Workflows can pause at manually configured approval steps. A universal per-action confirmation requirement for chat/agent writes is not established.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:agent-config-20261026" ] } ], "limitations": [ "custom_actions: The custom MCP setup guide is reachable, but neither it nor the pricing/Plans pages assigns a custom-action entitlement to Business or Enterprise. Search on 2026-10-26: https://docs.nuwacom.ai/en/agent-configuration.md, https://docs.nuwacom.ai/en/data-analysis.md, https://docs.nuwacom.ai/en/connect-mcp-server.md. No additional scoped evidence established this answer.", "mcp_client: Remote MCP transport and authentication are documented, but the eligible Business/Enterprise plan or add-on is not identified. Search on 2026-10-26: https://docs.nuwacom.ai/en/agent-configuration.md, https://docs.nuwacom.ai/en/data-analysis.md, https://docs.nuwacom.ai/en/connect-mcp-server.md. No additional scoped evidence established this answer.", "tool_auth: Native connected accounts use personal OAuth or a shared/default account. Custom MCP authentication options are documented separately, but commercial eligibility for that module remains unknown.", "tool_approval: Admins enable native connectors and agents select available actions. Workflows can pause at manually configured approval steps. A universal per-action confirmation requirement for chat/agent writes is not established." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:analysis-20261026", "nuwacom:nuwacom:mcp-20261026", "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:AGT-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Web search and structured research cite sources; search-provider geography and universal toggle scope are not public.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "web_search", "question": "Is web search available?", "support": "supported", "answer": "Enabled by default, with per-chat source selection and agent Search Web action.", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:agent-config-20261026" ] }, { "id": "admin_toggle", "question": "Can admins disable it per organisation or group?", "support": "partial", "answer": "Admin role permissions and agent action selection are documented; a specific organization/group-wide web-search kill switch is not established.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:agent-config-20261026" ] }, { "id": "search_provider", "question": "Which search provider handles queries, and where?", "support": "unknown", "answer": "Which search provider handles queries, and where? Unknown. No named underlying web-search provider/query-processing region was established. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://docs.nuwacom.ai/en/agent-configuration.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "deep_research", "question": "Is multi-step research with a report available?", "support": "partial", "answer": "Research task gathers structured web/internal/app results; Orchestrator can invoke a Research Agent. No research-depth or quality fixture was run.", "evidenceIds": [ "nuwacom:nuwacom:research-20261026", "nuwacom:nuwacom:orchestrator-20261026" ] }, { "id": "web_citations", "question": "Are web sources cited?", "support": "supported", "answer": "Research source links and chat source list open original webpages.", "evidenceIds": [ "nuwacom:nuwacom:research-20261026", "nuwacom:nuwacom:chat-20261026" ] } ], "limitations": [ "admin_toggle: Admin role permissions and agent action selection are documented; a specific organization/group-wide web-search kill switch is not established.", "search_provider: Which search provider handles queries, and where? Unknown. No named underlying web-search provider/query-processing region was established. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://docs.nuwacom.ai/en/agent-configuration.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "deep_research: Research task gathers structured web/internal/app results; Orchestrator can invoke a Research Agent. No research-depth or quality fixture was run." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:research-20261026", "nuwacom:nuwacom:orchestrator-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:AGT-04", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Natural-language and visual workflows support automatic/event schedules and review steps.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "supported", "answer": "Chat generates a multi-step canvas connecting agents, logic, integrations and output nodes.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "supported", "answer": "Scheduled triggers support recurring automatic execution for published workflows.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026" ] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "supported", "answer": "Forms, webhooks, App andnuwacom internal events such as new meeting note/file processing; event fields are passed downstream.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026" ] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "supported", "answer": "Business users describe tasks in chat and adjust a visual editor; advanced integration/MCP setup targets admins/technical teams.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:mcp-20261026" ] } ], "limitations": [], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:mcp-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:AGT-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Orchestrator plans and executes multi-step work; approvals are configurable, not proven mandatory for every side effect.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "agent_mode", "question": "Is there an agent mode for multi-step tasks?", "support": "supported", "answer": "Orchestrator coordinates agents, tools, planning, loop detection and checkpoints from chat under user-enabled agent access.", "evidenceIds": [ "nuwacom:nuwacom:orchestrator-20261026" ] }, { "id": "visible_steps", "question": "Are steps and tool calls shown?", "support": "partial", "answer": "Orchestrator promises planning/checkpoints; workflows show step statuses, timing and expandable progress/history. Complete chat tool traces were not verified.", "evidenceIds": [ "nuwacom:nuwacom:orchestrator-20261026", "nuwacom:nuwacom:workflows-20261026" ] }, { "id": "side_effect_confirmation", "question": "Must the user confirm actions with side effects?", "support": "partial", "answer": "Manual approval nodes can pause workflows for review; agent instructions can request send-preview. No universal enforced confirm-before-write policy was established.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:agent-config-20261026" ] }, { "id": "stop_control", "question": "Can the user stop a running task?", "support": "unknown", "answer": "Can the user stop a running task? Unknown. The cited public documentation does not establish these remaining details; no account or shared fixture was used. Search on 2026-10-26: https://docs.nuwacom.ai/en/orchestrator.md, https://docs.nuwacom.ai/en/product/workflows.md, https://docs.nuwacom.ai/en/agent-configuration.md. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "visible_steps: Orchestrator promises planning/checkpoints; workflows show step statuses, timing and expandable progress/history. Complete chat tool traces were not verified.", "side_effect_confirmation: Manual approval nodes can pause workflows for review; agent instructions can request send-preview. No universal enforced confirm-before-write policy was established.", "stop_control: Can the user stop a running task? Unknown. The cited public documentation does not establish these remaining details; no account or shared fixture was used. Search on 2026-10-26: https://docs.nuwacom.ai/en/orchestrator.md, https://docs.nuwacom.ai/en/product/workflows.md, https://docs.nuwacom.ai/en/agent-configuration.md. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:orchestrator-20261026", "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:AGT-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The September 16 release makes Agents and Skills APIs available in all workspaces; complete Assets API entitlement remains unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise workspaces for Agents/Skills APIs and agent chat; Assets API entitlement unverified", "addOns": [ "Workspace API enablement, scoped administrator key and AI usage allowance; eligible tier and fee unknown" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "api", "name": "nuwacom completion, agents, skills and assets APIs", "type": "api" } ] }, "questions": [ { "id": "chat_api", "question": "Is there an API for chat and assistants?", "support": "supported", "answer": "The September 16 release explicitly makes Agents and Skills APIs available in all workspaces and describes agent chat through OpenAI-compatible completions. Workspace admins create scoped keys.", "evidenceIds": [ "nuwacom:nuwacom:changes-20261026", "nuwacom:nuwacom:api-20261026", "nuwacom:nuwacom:agent-api-20261026" ] }, { "id": "knowledge_api", "question": "Can documents be loaded through an API?", "support": "unknown", "answer": "Assets upload/get/delete APIs are documented, but the all-workspaces announcement names Agents and Skills only. No eligible Business/Enterprise tier for Assets was established. Search on 2026-10-26: https://docs.nuwacom.ai/admin/api/introduction.md, https://docs.nuwacom.ai/admin/api/agents-overview.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "api_governance", "question": "Do audit, budgets and model rules apply to API use?", "support": "partial", "answer": "API usage has analytics, scoped revocable keys, per-user model checks and pause at budget; embedded agents bypass per-user model access. Full audit/export parity was not verified.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:rules-20261026", "nuwacom:nuwacom:analytics-20261026" ] }, { "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? Unknown. No first-party nuwacom MCP server exposing its own agents was established; incoming remote MCP client support is separate. Search on 2026-10-26: https://docs.nuwacom.ai/admin/api/introduction.md, https://docs.nuwacom.ai/admin/api/agents-overview.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "knowledge_api: Assets upload/get/delete APIs are documented, but the all-workspaces announcement names Agents and Skills only. No eligible Business/Enterprise tier for Assets was established. Search on 2026-10-26: https://docs.nuwacom.ai/admin/api/introduction.md, https://docs.nuwacom.ai/admin/api/agents-overview.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "api_governance: API usage has analytics, scoped revocable keys, per-user model checks and pause at budget; embedded agents bypass per-user model access. Full audit/export parity was not verified.", "mcp_server: Does the product expose itself to other agents over MCP? Unknown. No first-party nuwacom MCP server exposing its own agents was established; incoming remote MCP client support is separate. Search on 2026-10-26: https://docs.nuwacom.ai/admin/api/introduction.md, https://docs.nuwacom.ai/admin/api/agents-overview.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:api-20261026", "nuwacom:nuwacom:agent-api-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:rules-20261026", "nuwacom:nuwacom:analytics-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:asset-delete-20261026", "nuwacom:nuwacom:changes-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A web workspace and newly launched iOS/Android apps are documented.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "mobile" ], "version": "Public documentation checked 2026-10-21", "plan": "Business SaaS unless Enterprise, custom deployment or beta is explicitly named; documentation pages do not generally specify plan entitlement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "mobile", "name": "nuwacom iOS/Android", "type": "mobile-app" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "Hosted Business/Enterprise workspace is available in browser.", "evidenceIds": [ "nuwacom:nuwacom:chat", "nuwacom:nuwacom:plans" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "Windows and macOS apps? Unknown. No current Windows/macOS native application, browser extension/sidebar, managed MDM deployment instructions or mobile SSO fixture was established.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "partial", "answer": "First-party iOS/Android apps launched2026-09-29, use workspace sign-in and expose approved models, knowledge, agents, skills, projects andnotetaker. Mobile SAML/OIDC behavior was not tested.", "evidenceIds": [ "nuwacom:nuwacom:mobile" ] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "unknown", "answer": "Is there a browser extension or sidebar? Unknown. No current Windows/macOS native application, browser extension/sidebar, managed MDM deployment instructions or mobile SSO fixture was established.", "evidenceIds": [] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "unknown", "answer": "Can IT deploy and configure clients through MDM? Unknown. No current Windows/macOS native application, browser extension/sidebar, managed MDM deployment instructions or mobile SSO fixture was established.", "evidenceIds": [] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "partial", "answer": "Mobile article lists supported core tasks but no exhaustive parity matrix for workflows/admin/editor.", "evidenceIds": [ "nuwacom:nuwacom:mobile" ] } ], "limitations": [ "mobile_apps: First-party iOS/Android apps launched2026-09-29, use workspace sign-in and expose approved models, knowledge, agents, skills, projects andnotetaker. Mobile SAML/OIDC behavior was not tested.", "client_feature_gaps: Mobile article lists supported core tasks but no exhaustive parity matrix for workflows/admin/editor.", "Unverified desktop_apps, browser_extension, managed_deployment: No current Windows/macOS native application, browser extension/sidebar, managed MDM deployment instructions or mobile SSO fixture was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:chat", "nuwacom:nuwacom:plans", "nuwacom:nuwacom:mobile" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Microsoft/Google connectors work from nuwacom; embedded office add-in coverage is not established.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "meeting" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise workspace connectors and enabled Meeting Notetaker; embedded Office add-ins unverified", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "meeting", "name": "nuwacom Meeting Notetaker bot", "type": "teams-app" } ] }, "questions": [ { "id": "word_excel_powerpoint", "question": "Does it work inside Word, Excel and PowerPoint?", "support": "partial", "answer": "Excel connector reads/writes cells/formulas/charts; generated DOCX/PPTX files export. This does not establish in-Word/PowerPoint/Excel add-ins.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026" ] }, { "id": "outlook", "question": "Does it work inside Outlook?", "support": "partial", "answer": "Connected Outlook searches/drafts/sends email; nuwacom email editor opens drafts in Outlook for review/send. In-Outlook add-in not established.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:emails-20261026" ] }, { "id": "teams", "question": "Is there a Teams app or bot?", "support": "partial", "answer": "Teams connector posts/searches messages; Notetaker joins Teams calls as guest. An interactive Teams chat app/bot beyond meetings was not established.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:notetaker-20261026" ] }, { "id": "google_workspace_apps", "question": "Does it work inside Docs, Sheets or Gmail?", "support": "partial", "answer": "Gmail/Docs/Sheets/Calendar connectors and open-in-Gmail handoff; these are workspace actions rather than verified embedded add-ons.", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:emails-20261026" ] }, { "id": "licence_prerequisites", "question": "Which licences or consents are needed?", "support": "partial", "answer": "OAuth account consent and appropriate source permissions; Notetaker calendar requires reading/editing events and bot meeting admission. Exact source licence/admin-consent matrix is not listed.", "evidenceIds": [ "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:notetaker-20261026" ] } ], "limitations": [ "word_excel_powerpoint: Excel connector reads/writes cells/formulas/charts; generated DOCX/PPTX files export. This does not establish in-Word/PowerPoint/Excel add-ins.", "outlook: Connected Outlook searches/drafts/sends email; nuwacom email editor opens drafts in Outlook for review/send. In-Outlook add-in not established.", "teams: Teams connector posts/searches messages; Notetaker joins Teams calls as guest. An interactive Teams chat app/bot beyond meetings was not established.", "google_workspace_apps: Gmail/Docs/Sheets/Calendar connectors and open-in-Gmail handoff; these are workspace actions rather than verified embedded add-ons.", "licence_prerequisites: OAuth account consent and appropriate source permissions; Notetaker calendar requires reading/editing events and bot meeting admission. Exact source licence/admin-consent matrix is not listed." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:directory-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026", "nuwacom:nuwacom:emails-20261026", "nuwacom:nuwacom:notetaker-20261026", "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Voices, writing prompts and document editors support rewriting; specialized translation fidelity is untested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "document_translation", "question": "Can whole documents be translated with formatting kept?", "support": "unknown", "answer": "Can whole documents be translated with formatting kept? Unknown. No formatting-preserving whole-document translation, named translation engine or company glossary feature was established in writing/language/connector documentation. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/product/chat.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "translation_engine", "question": "Which engine translates?", "support": "unknown", "answer": "Which engine translates? Unknown. No formatting-preserving whole-document translation, named translation engine or company glossary feature was established in writing/language/connector documentation. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/product/chat.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "glossaries", "question": "Are company glossaries supported?", "support": "unknown", "answer": "Are company glossaries supported? Unknown. No formatting-preserving whole-document translation, named translation engine or company glossary feature was established in writing/language/connector documentation. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/product/chat.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?", "support": "partial", "answer": "Voices specify formal/informal style and workspace content languages. Dedicated de-CH/localized glossary enforcement is not specified.", "evidenceIds": [ "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:settings-20261026" ] }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?", "support": "supported", "answer": "Prompt library has grammar/spelling, TextTools and style prompts; document/email editors rewrite, shorten, rephrase and change tone.", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:emails-20261026" ] } ], "limitations": [ "document_translation: Can whole documents be translated with formatting kept? Unknown. No formatting-preserving whole-document translation, named translation engine or company glossary feature was established in writing/language/connector documentation. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/product/chat.md. No additional scoped evidence established this answer.", "translation_engine: Which engine translates? Unknown. No formatting-preserving whole-document translation, named translation engine or company glossary feature was established in writing/language/connector documentation. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/product/chat.md. No additional scoped evidence established this answer.", "glossaries: Are company glossaries supported? Unknown. No formatting-preserving whole-document translation, named translation engine or company glossary feature was established in writing/language/connector documentation. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/product/chat.md. No additional scoped evidence established this answer.", "formality_and_variants: Voices specify formal/informal style and workspace content languages. Dedicated de-CH/localized glossary enforcement is not specified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:emails-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Image generation and reference-image edits use admin-enabled model routes; the actual default and its region remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "image_generation", "question": "Can users generate images, with which models?", "support": "partial", "answer": "Business/Enterprise image generation has selectable Gemini image, GPTImage and FLUX model routes, including EU and global locations. The image guide also lists Imagen. Actual default model/region is unknown because the models and image guides disagree; no default-residency guarantee is inferred.", "evidenceIds": [ "nuwacom:nuwacom:images-20261026", "nuwacom:nuwacom:models-20261026" ] }, { "id": "image_editing", "question": "Can users edit uploaded images?", "support": "supported", "answer": "Upload image references to change style, background and colors; return downloadable edited images.", "evidenceIds": [ "nuwacom:nuwacom:images-20261026" ] }, { "id": "admin_control", "question": "Can admins restrict image generation?", "support": "supported", "answer": "Workspace admins set the image-generation default, enable or disable image models, and restrict enabled image-model access to selected users. The non-restrictable exception names the default workspace model and Auto Mode models; the guide does not explicitly extend it to the default image model.", "evidenceIds": [ "nuwacom:nuwacom:review-fix-image-model-access-20261026" ] }, { "id": "usage_terms", "question": "What usage rights apply to output?", "support": "partial", "answer": "Terms preserve nuwacom IP and require output review/third-party rights compliance, but do not establish a model-by-model image-output rights grant.", "evidenceIds": [ "nuwacom:nuwacom:terms" ] } ], "limitations": [ "image_generation: Business/Enterprise image generation has selectable Gemini image, GPTImage and FLUX model routes, including EU and global locations. The image guide also lists Imagen. Actual default model/region is unknown because the models and image guides disagree; no default-residency guarantee is inferred.", "usage_terms: Terms preserve nuwacom IP and require output review/third-party rights compliance, but do not establish a model-by-model image-output rights grant.", "The guide does not establish a default-image-model access exception. The separate disagreement between the models and images guides about the current image default remains unresolved." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:models-20261026", "nuwacom:nuwacom:images-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:review-fix-image-model-access-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business/Enterprise Notetaker documents meeting transcripts and summaries; retained audio/video format and duration require configuration-specific confirmation.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "meeting", "mobile" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise Meeting Notetaker and chat dictation; meeting feature enabled by workspace admin", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "meeting", "name": "nuwacom Meeting Notetaker bot", "type": "teams-app" }, { "id": "mobile", "name": "nuwacom iOS/Android", "type": "mobile-app" } ] }, "questions": [ { "id": "dictation", "question": "Can users dictate prompts?", "support": "supported", "answer": "Chat microphone converts spoken requests into prompts; mobile voice capture makes structured notes.", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:mobile-20261026" ] }, { "id": "read_aloud", "question": "Can answers be read aloud?", "support": "unknown", "answer": "Can answers be read aloud? Unknown. No read-aloud/live voice mode or Swiss German recognition fixture/explicit language guarantee was established. Meeting FAQ still says Team plans, while current pricing calls it Business. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://nuwacom.com/en/resources/blog/nuwacom-mobile-app, https://docs.nuwacom.ai/en/product/notetaker.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "voice_conversation", "question": "Is a live voice mode available?", "support": "unknown", "answer": "Is a live voice mode available? Unknown. No read-aloud/live voice mode or Swiss German recognition fixture/explicit language guarantee was established. Meeting FAQ still says Team plans, while current pricing calls it Business. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://nuwacom.com/en/resources/blog/nuwacom-mobile-app, https://docs.nuwacom.ai/en/product/notetaker.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?", "support": "partial", "answer": "Meeting Notetaker joins Teams/Meet/Zoom/Webex via calendar or meeting link and creates searchable transcripts, summaries and action items with customer consent. The DPA section3(3) permits customer-enabled recording and temporary or permanent audio/video storage. Actual media retention is unknown: the feature guide claims text-only retention and does not establish which configuration the DPA permits.", "evidenceIds": [ "nuwacom:nuwacom:notetaker-20261026", "nuwacom:nuwacom:dpa-rev2" ] }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?", "support": "unknown", "answer": "Is Swiss German speech recognised? Unknown. No read-aloud/live voice mode or Swiss German recognition fixture/explicit language guarantee was established. Meeting FAQ still says Team plans, while current pricing calls it Business. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://nuwacom.com/en/resources/blog/nuwacom-mobile-app, https://docs.nuwacom.ai/en/product/notetaker.md. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "read_aloud: Can answers be read aloud? Unknown. No read-aloud/live voice mode or Swiss German recognition fixture/explicit language guarantee was established. Meeting FAQ still says Team plans, while current pricing calls it Business. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://nuwacom.com/en/resources/blog/nuwacom-mobile-app, https://docs.nuwacom.ai/en/product/notetaker.md. No additional scoped evidence established this answer.", "voice_conversation: Is a live voice mode available? Unknown. No read-aloud/live voice mode or Swiss German recognition fixture/explicit language guarantee was established. Meeting FAQ still says Team plans, while current pricing calls it Business. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://nuwacom.com/en/resources/blog/nuwacom-mobile-app, https://docs.nuwacom.ai/en/product/notetaker.md. No additional scoped evidence established this answer.", "meeting_summaries: Meeting Notetaker joins Teams/Meet/Zoom/Webex via calendar or meeting link and creates searchable transcripts, summaries and action items with customer consent. The DPA section3(3) permits customer-enabled recording and temporary or permanent audio/video storage. Actual media retention is unknown: the feature guide claims text-only retention and does not establish which configuration the DPA permits.", "swiss_german_speech: Is Swiss German speech recognised? Unknown. No read-aloud/live voice mode or Swiss German recognition fixture/explicit language guarantee was established. Meeting FAQ still says Team plans, while current pricing calls it Business. Search on 2026-10-26: https://docs.nuwacom.ai/product/chat.md, https://nuwacom.com/en/resources/blog/nuwacom-mobile-app, https://docs.nuwacom.ai/en/product/notetaker.md. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:mobile-20261026", "nuwacom:nuwacom:notetaker-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:dpa-rev2" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Python analysis and collaborative document/slide editors create office outputs.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "data_analysis", "question": "Can it analyse spreadsheets with executed code?", "support": "partial", "answer": "Integrated Python interpreter processes Excel, CSV andGoogleSheets data; actual execution accuracy and workbook fidelity untested.", "evidenceIds": [ "nuwacom:nuwacom:analysis-20261026" ] }, { "id": "charts", "question": "Can it produce charts?", "support": "supported", "answer": "Python creates visualizations/charts and downloadable files.", "evidenceIds": [ "nuwacom:nuwacom:analysis-20261026" ] }, { "id": "office_file_output", "question": "Can it create Word, Excel or PowerPoint files?", "support": "supported", "answer": "DOCX/PDF document, email exports; PPTX/PDF presentations; XLSX/CSV and other Python output files.", "evidenceIds": [ "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026", "nuwacom:nuwacom:emails-20261026", "nuwacom:nuwacom:analysis-20261026" ] }, { "id": "canvas_editing", "question": "Is there a document or canvas editor for iterating on output?", "support": "supported", "answer": "Inline/chat document and slide editors support versions, layout, images and team refinement. Slide layouts may differ from uploaded masters.", "evidenceIds": [ "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026" ] } ], "limitations": [ "data_analysis: Integrated Python interpreter processes Excel, CSV andGoogleSheets data; actual execution accuracy and workbook fidelity untested." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:analysis-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026", "nuwacom:nuwacom:emails-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Chats, documents and project spaces share internally with explicit access expansion through knowledge/accounts.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise chat/project collaboration; Enterprise synchronized knowledge access treated separately", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "share_chats", "question": "Can chats be shared inside the organisation?", "support": "supported", "answer": "Chats/results share with individuals or workspace/team.", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026" ] }, { "id": "team_spaces", "question": "Are shared projects or workspaces available?", "support": "supported", "answer": "Shared projects combine chats, documents, knowledge and guidelines; user groups control access.", "evidenceIds": [ "nuwacom:nuwacom:projects-20261026", "nuwacom:nuwacom:users-20261026" ] }, { "id": "group_chat", "question": "Can several people chat together with the AI?", "support": "partial", "answer": "Pricing describes real-time collaboration, and chat/project docs describe shared continuation; simultaneous multi-user conversation semantics were not explicitly established.", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:chat-20261026" ] }, { "id": "share_permission_boundary", "question": "Does sharing respect the recipient's access to sources?", "support": "partial", "answer": "Sharing an agent shares attached knowledge; shared/default connections use the owner rights. Synced knowledge can reach recipients lacking source access. Recipient source ACLs are not universally rechecked.", "evidenceIds": [ "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:knowledge-20261026" ] } ], "limitations": [ "group_chat: Pricing describes real-time collaboration, and chat/project docs describe shared continuation; simultaneous multi-user conversation semantics were not explicitly established.", "share_permission_boundary: Sharing an agent shares attached knowledge; shared/default connections use the owner rights. Synced knowledge can reach recipients lacking source access. Recipient source ACLs are not universally rechecked." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:chat-20261026", "nuwacom:nuwacom:projects-20261026", "nuwacom:nuwacom:users-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:agent-config-20261026", "nuwacom:nuwacom:connections-20261026", "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:WORK-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Account settings document German, English andFrench interfaces; no independent quality/accessibility audit was run.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "ui_languages", "question": "Which UI languages are offered?", "support": "partial", "answer": "Preferences explicitly give German, English orFrench as interface-language examples, not an exhaustive list.", "evidenceIds": [ "nuwacom:nuwacom:account-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? Unknown. Italian UI coverage, complete DE/FR/IT translation quality, German admin-interface completeness and a current WCAG conformance statement were not established. Content languages in workspace settings are not the same as interface languages. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/llms-full.txt. 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? Unknown. Italian UI coverage, complete DE/FR/IT translation quality, German admin-interface completeness and a current WCAG conformance statement were not established. Content languages in workspace settings are not the same as interface languages. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/llms-full.txt. 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? Unknown. Italian UI coverage, complete DE/FR/IT translation quality, German admin-interface completeness and a current WCAG conformance statement were not established. Content languages in workspace settings are not the same as interface languages. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "ui_languages: Preferences explicitly give German, English orFrench as interface-language examples, not an exhaustive list.", "dach_language_quality: Are German, French and Italian UIs complete and natural? Unknown. Italian UI coverage, complete DE/FR/IT translation quality, German admin-interface completeness and a current WCAG conformance statement were not established. Content languages in workspace settings are not the same as interface languages. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer.", "accessibility_statement: Is there a WCAG conformance statement? Unknown. Italian UI coverage, complete DE/FR/IT translation quality, German admin-interface completeness and a current WCAG conformance statement were not established. Content languages in workspace settings are not the same as interface languages. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer.", "admin_ui_languages: Is the admin interface available in German? Unknown. Italian UI coverage, complete DE/FR/IT translation quality, German admin-interface completeness and a current WCAG conformance statement were not established. Content languages in workspace settings are not the same as interface languages. Search on 2026-10-26: https://docs.nuwacom.ai/en/account.md, https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:account-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-01", "verificationStatus": "sourced", "support": "partial", "answer": "The public security page claims MFA. SAML/OIDC setup is documented, but its eligible Business/Enterprise plan remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise public security description; SSO plan entitlement not established", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "unknown", "answer": "The SSO guide documents SAML 2.0/OIDC, but pricing, Plans and the guide do not establish a named Business/Enterprise entitlement. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "unknown", "answer": "Which plan includes SSO? Unknown. Exact plan entitlement for SSO, first-login behavior and tested Entra Conditional Access behavior were not established. Self-service availability explicitly excludes single-tenant standard setup. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "partial", "answer": "Measures/security pages claim MFA support; an enforceable tenant-level MFA setting or exact IdP policy mapping is not documented.", "evidenceIds": [ "nuwacom:nuwacom:measures-20261026", "nuwacom:nuwacom:security-rev2" ] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "unknown", "answer": "Do Entra conditional-access policies apply? Unknown. Exact plan entitlement for SSO, first-login behavior and tested Entra Conditional Access behavior were not established. Self-service availability explicitly excludes single-tenant standard setup. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "unknown", "answer": "Domain routing is described in the SSO guide, but the eligible plan and domain ownership/account-capture guarantees remain unverified. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "sso_protocols: The SSO guide documents SAML 2.0/OIDC, but pricing, Plans and the guide do not establish a named Business/Enterprise entitlement. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "sso_plan: Which plan includes SSO? Unknown. Exact plan entitlement for SSO, first-login behavior and tested Entra Conditional Access behavior were not established. Self-service availability explicitly excludes single-tenant standard setup. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "mfa: Measures/security pages claim MFA support; an enforceable tenant-level MFA setting or exact IdP policy mapping is not documented.", "conditional_access: Do Entra conditional-access policies apply? Unknown. Exact plan entitlement for SSO, first-login behavior and tested Entra Conditional Access behavior were not established. Self-service availability explicitly excludes single-tenant standard setup. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer.", "domain_capture: Domain routing is described in the SSO guide, but the eligible plan and domain ownership/account-capture guarantees remain unverified. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://nuwacom.com/en/secure-ai-for-business, https://docs.nuwacom.ai/en/security/measures.md. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": null, "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:sso-20261026", "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:measures-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business/Enterprise seat assignment is documented; SCIM/group-sync/JIT entitlements and leaver asset handling remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise seat administration; SSO/SCIM commercial entitlement unverified", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?", "support": "unknown", "answer": "The public SSO/User Sync guide describes this technical configuration, but no named Business/Enterprise entitlement was established in Plans or pricing. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "group_sync", "question": "Are identity-provider groups synced?", "support": "unknown", "answer": "The public SSO/User Sync guide describes this technical configuration, but no named Business/Enterprise entitlement was established in Plans or pricing. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "jit_provisioning", "question": "Are users created at first login?", "support": "unknown", "answer": "The public SSO/User Sync guide describes this technical configuration, but no named Business/Enterprise entitlement was established in Plans or pricing. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?", "support": "unknown", "answer": "The security overview assigns identity deactivation to customers who use SCIM, but commercial entitlement and the fate of chats, agents, shared knowledge and connections after removal are not established. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?", "support": "partial", "answer": "Admins assign/reassign Standard/Premium/Power seats and additional usage; price/billing reclamation on leaver removal is not specified.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:usage-20261026" ] } ], "limitations": [ "scim: The public SSO/User Sync guide describes this technical configuration, but no named Business/Enterprise entitlement was established in Plans or pricing. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "group_sync: The public SSO/User Sync guide describes this technical configuration, but no named Business/Enterprise entitlement was established in Plans or pricing. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "jit_provisioning: The public SSO/User Sync guide describes this technical configuration, but no named Business/Enterprise entitlement was established in Plans or pricing. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "deprovisioning: The security overview assigns identity deactivation to customers who use SCIM, but commercial entitlement and the fate of chats, agents, shared knowledge and connections after removal are not established. Search on 2026-10-26: https://docs.nuwacom.ai/en/sso-and-usersync.md, https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/en/workspacesettings.md. No additional scoped evidence established this answer.", "seat_assignment: Admins assign/reassign Standard/Premium/Power seats and additional usage; price/billing reclamation on leaver removal is not specified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:sso-20261026", "nuwacom:nuwacom:overview-20261026", "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Role/group permissions and separate workspaces are documented with a contractual affiliate restriction.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_roles", "question": "Which admin roles exist, and can admin rights be delegated?", "support": "partial", "answer": "Admin, Editor, Reader/Viewer roles, plus superadmin administration references. Admin permissions cannot be restricted; formal delegated custom-admin role design is unspecified.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:users-20261026" ] }, { "id": "groups", "question": "Can permissions be set per group?", "support": "supported", "answer": "Groups drive sharing of chats, documents, projects, agents andknowledge; permission matrices govern role/group access.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026" ] }, { "id": "feature_toggles", "question": "Which features can be switched on or off per group?", "support": "supported", "answer": "Read/Write/Share permissions by role/group for Agents, Workflows, Projects, Skills, Prompts, Orchestrator and content modules; connector/model controls are separate.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:changes-20261026" ] }, { "id": "multi_entity", "question": "Can subsidiaries or departments be separated within one contract?", "support": "partial", "answer": "Users are invited per workspace and organization SSO applies across them; terms say affiliates are not automatically entitled to use. Multi-entity contracts need separate permission.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:sso-20261026", "nuwacom:nuwacom:terms" ] } ], "limitations": [ "admin_roles: Admin, Editor, Reader/Viewer roles, plus superadmin administration references. Admin permissions cannot be restricted; formal delegated custom-admin role design is unspecified.", "multi_entity: Users are invited per workspace and organization SSO applies across them; terms say affiliates are not automatically entitled to use. Multi-entity contracts need separate permission." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:users-20261026", "nuwacom:nuwacom:changes-20261026", "nuwacom:nuwacom:sso-20261026", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Admin analytics are aggregated, with model/feature/agent breakdowns and CSV charts.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise workspace analytics; API analytics apply only to enabled API integration module", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "adoption_dashboard", "question": "Is there an adoption dashboard?", "support": "supported", "answer": "Active users, messages, agents, workflows anddocuments with date/day/week/month grouping.", "evidenceIds": [ "nuwacom:nuwacom:analytics-20261026" ] }, { "id": "breakdowns", "question": "Can usage be broken down by group, model, feature and assistant?", "support": "partial", "answer": "Chat/model/knowledge-search, agent users/messages/model, workflow completion/failure/cancel andAPI calls; group-level breakdown not established.", "evidenceIds": [ "nuwacom:nuwacom:analytics-20261026" ] }, { "id": "export", "question": "Can usage data be exported?", "support": "supported", "answer": "Each chart exports aggregated CSV.", "evidenceIds": [ "nuwacom:nuwacom:analytics-20261026" ] }, { "id": "privacy_modes", "question": "Can per-person reporting be limited or pseudonymised?", "support": "partial", "answer": "Overview says only aggregated/anonymized service statistics and no vendor employee-performance analysis. A customer toggle to restrict individual reporting is not specified.", "evidenceIds": [ "nuwacom:nuwacom:overview-20261026" ] } ], "limitations": [ "breakdowns: Chat/model/knowledge-search, agent users/messages/model, workflow completion/failure/cancel andAPI calls; group-level breakdown not established.", "privacy_modes: Overview says only aggregated/anonymized service statistics and no vendor employee-performance analysis. A customer toggle to restrict individual reporting is not specified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:analytics-20261026", "nuwacom:nuwacom:overview-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Seats and additional AI usage act as budgets; costs pause/fallback without automatic overage billing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise Seats and Additional AI Usage; API/automation budget controls apply to enabled modules", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_visibility", "question": "Can admins see cost or consumption per user and group?", "support": "partial", "answer": "Admins see workspace/per-user consumption, assigned seat type andAdditional AI Usage. Monetary/cost-centre detail is not fully specified.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026" ] }, { "id": "budgets", "question": "Can budgets be set per user or group?", "support": "partial", "answer": "Seat1x/2x/5x allowance and central Additional AI Usage assigned to individuals/use cases. Independent group monetary hard caps are not established.", "evidenceIds": [ "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:pricing-20261026" ] }, { "id": "budget_enforcement", "question": "Does reaching a budget alert, block or downgrade?", "support": "supported", "answer": "High-use notifications; interactive Instant fallback; workflows/API/chatbots pause until approved extra budget or monthly reset.", "evidenceIds": [ "nuwacom:nuwacom:rules-20261026" ] }, { "id": "chargeback", "question": "Can costs be exported per cost centre?", "support": "unknown", "answer": "Can costs be exported per cost centre? Unknown. No finance-ready cost-centre chargeback export was established; analytics CSV is not necessarily cost allocation. Search on 2026-10-26: https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/en/ai-usage.md, https://nuwacom.com/en/pricing. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "cost_visibility: Admins see workspace/per-user consumption, assigned seat type andAdditional AI Usage. Monetary/cost-centre detail is not fully specified.", "budgets: Seat1x/2x/5x allowance and central Additional AI Usage assigned to individuals/use cases. Independent group monetary hard caps are not established.", "chargeback: Can costs be exported per cost centre? Unknown. No finance-ready cost-centre chargeback export was established; analytics CSV is not necessarily cost allocation. Search on 2026-10-26: https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/en/ai-usage.md, https://nuwacom.com/en/pricing. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:rules-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Vendor documents audit/access logs and exportable interactions; compliance retention controls remain incomplete.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_events", "question": "Are admin and security events logged?", "support": "partial", "answer": "Security site promises timestamped, user-attributed interaction audit logs; overview calls audit logs tamper-resistant. Complete admin event taxonomy/integrity implementation was not verified.", "evidenceIds": [ "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:overview-rev2" ] }, { "id": "content_logging", "question": "Can prompts and answers be retained for compliance, and is it configurable?", "support": "partial", "answer": "User prompts/chats and interaction logs are stored; specific configurable full-content compliance archive/legal hold is not established.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:security-rev2" ] }, { "id": "siem_export", "question": "Can logs stream to a SIEM or be exported?", "support": "partial", "answer": "Security site says audit data exportable for auditing/reporting; no SIEM stream protocol/API setup was established.", "evidenceIds": [ "nuwacom:nuwacom:security-rev2" ] }, { "id": "ediscovery", "question": "Are eDiscovery and legal hold supported?", "support": "unknown", "answer": "Are eDiscovery and legal hold supported? Unknown. No eDiscovery or legal-hold interface was established.", "evidenceIds": [] }, { "id": "log_retention", "question": "How long are logs kept?", "support": "partial", "answer": "Overview sets audit/access logs30–90 days then deletion; which plan/configuration chooses each duration is unspecified.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2" ] } ], "limitations": [ "admin_events: Security site promises timestamped, user-attributed interaction audit logs; overview calls audit logs tamper-resistant. Complete admin event taxonomy/integrity implementation was not verified.", "content_logging: User prompts/chats and interaction logs are stored; specific configurable full-content compliance archive/legal hold is not established.", "siem_export: Security site says audit data exportable for auditing/reporting; no SIEM stream protocol/API setup was established.", "ediscovery: Are eDiscovery and legal hold supported? Unknown. No eDiscovery or legal-hold interface was established.", "log_retention: Overview sets audit/access logs30–90 days then deletion; which plan/configuration chooses each duration is unspecified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:docs-full-recheck", "nuwacom:nuwacom:pricing-rev2" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise open-beta Privacy Mode reversibly masks personal data before external inference.", "availability": "beta", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise Privacy Mode module, customer-success enablement required; open beta documented2026-09-21", "addOns": [ "Enterprise Privacy Mode; commercial terms after introductory access unknown" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "pii_detection", "question": "Is personal data detected in prompts and files?", "support": "partial", "answer": "Names, email, phone, identifiers andfinancial/contact attributes in chat input anduploaded documents; IBAN is a settings example. Detection accuracy/AHV was not tested.", "evidenceIds": [ "nuwacom:nuwacom:pii-rev2", "nuwacom:nuwacom:settings-rev2" ] }, { "id": "pii_action", "question": "Is it redacted, masked, blocked or only warned?", "support": "supported", "answer": "Neutral placeholders replace clear text, protected internal mapping restores responses. This is reversible pseudonymization; no block-on-hit behavior is documented.", "evidenceIds": [ "nuwacom:nuwacom:pii-rev2" ] }, { "id": "custom_patterns", "question": "Can admins add custom patterns or terms?", "support": "partial", "answer": "Documentation mentions configurable attributes but no self-service regex/custom dictionary syntax or exact administrator controls.", "evidenceIds": [ "nuwacom:nuwacom:pii-rev2" ] }, { "id": "dlp_integration", "question": "Does it integrate with an existing DLP product?", "support": "unknown", "answer": "Does it integrate with an existing DLP product? Unknown. No Microsoft Purview/third-party DLP integration or AHV/IBAN bounded fixture was established.", "evidenceIds": [] }, { "id": "filter_location", "question": "Where does filtering run?", "support": "partial", "answer": "A locally operated detection model runs inside controlled nuwacom environment before external LLM transmission. Physical site per deployment is not specified.", "evidenceIds": [ "nuwacom:nuwacom:pii-rev2" ] } ], "limitations": [ "The dated security overview explicitly says open beta. The undated pricing list is an entitlement listing, not a general-availability announcement. No GA finding is made." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:pii-rev2", "nuwacom:nuwacom:settings-rev2", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:docs-full-recheck", "nuwacom:nuwacom:pricing-rev2" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:ADM-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Workspace guidelines/Voices shape content, while stricter policy acceptance/enforcement is unspecified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise model/feature controls; Enterprise-only Privacy Mode in open beta with customer-success enablement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "org_instructions", "question": "Can admins set organisation-wide instructions?", "support": "partial", "answer": "Markdown workspace Guidelines apply to responses, with project/agent/style layers. Agent/system instructions and Tone of Voice can take precedence, so this is not a guaranteed immutable safety policy.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:policy-20261026" ] }, { "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? Unknown. No required AI policy acceptance, runtime policy-violation reporting or general prompt-safety filter configuration was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/en/policy-hierarchy.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "content_filters", "question": "Are content filters configurable?", "support": "partial", "answer": "Business/Enterprise model and feature controls are documented. Privacy Mode requires Enterprise and customer-success enablement, and is described as open beta. Organization-wide configurable topical/content-safety filters remain unverified.", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:pii-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:overview-20261026" ] }, { "id": "violation_reporting", "question": "Are policy hits visible to admins?", "support": "unknown", "answer": "Are policy hits visible to admins? Unknown. No required AI policy acceptance, runtime policy-violation reporting or general prompt-safety filter configuration was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/en/policy-hierarchy.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "org_instructions: Markdown workspace Guidelines apply to responses, with project/agent/style layers. Agent/system instructions and Tone of Voice can take precedence, so this is not a guaranteed immutable safety policy.", "usage_notice: Can users be required to accept a usage policy? Unknown. No required AI policy acceptance, runtime policy-violation reporting or general prompt-safety filter configuration was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/en/policy-hierarchy.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer.", "content_filters: Business/Enterprise model and feature controls are documented. Privacy Mode requires Enterprise and customer-success enablement, and is described as open beta. Organization-wide configurable topical/content-safety filters remain unverified.", "violation_reporting: Are policy hits visible to admins? Unknown. No required AI policy acceptance, runtime policy-violation reporting or general prompt-safety filter configuration was established. Search on 2026-10-26: https://docs.nuwacom.ai/en/workspacesettings.md, https://docs.nuwacom.ai/en/policy-hierarchy.md, https://docs.nuwacom.ai/llms-full.txt. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:settings-20261026", "nuwacom:nuwacom:policy-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:pii-20261026", "nuwacom:nuwacom:overview-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business stores platform content in Azure EU; Enterprise may select Germany STACKIT. Inference location depends on an explicitly configured model allowlist; detailed backup/log mapping remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business Azure EU storage; Enterprise selectable STACKIT Germany; explicitly configured EU model routes only for EU-only inference", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "storage_region", "question": "Where are chats, files and indexes stored?", "support": "partial", "answer": "Customer data at rest in Azure EU, or customer-selected STACKIT eu01 Germany under order form. Separate chat/file/index sites are not itemized.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2" ] }, { "id": "inference_region", "question": "Where do model calls run, per provider?", "support": "partial", "answer": "Inference follows the enabled model route, not the platform storage region. The model table contains EU, US and Global routes. Administrators can centrally allow only EEA-hosted models and disable other regions. No unconfigured-default EU-only processing claim is made.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:models-rev2", "nuwacom:nuwacom:settings-rev2" ] }, { "id": "backups_logs_region", "question": "Where are backups, logs and telemetry?", "support": "unknown", "answer": "Unknown detailed backup/log geography for a particular contract. Public documents agree on EU backups but differ between same-region zone redundancy and a physically separate Azure location. Exact region, site, telemetry and support mapping was not established.", "evidenceIds": [] }, { "id": "support_access_region", "question": "From where can vendor staff access data?", "support": "partial", "answer": "Technical support access only on customer instruction/request and logged, per overview. Staff access geography was not specified.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2" ] }, { "id": "swiss_hosting", "question": "Is Swiss hosting available?", "support": "unknown", "answer": "Is Swiss hosting available? Unknown. No Swiss full-platform hosting option or staff/telemetry-residency matrix was established.", "evidenceIds": [] }, { "id": "residency_plan", "question": "Which plan or option provides residency?", "support": "partial", "answer": "Business platform storage is Azure Europe; Enterprise can order Germany STACKIT eu01. EU-only inference requires an explicit EEA model allowlist. The image default is unknown and global/US routes remain possible unless disabled.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:settings-rev2", "nuwacom:nuwacom:models-rev2", "nuwacom:nuwacom:plans-rev2" ] } ], "limitations": [ "storage_region: Customer data at rest in Azure EU, or customer-selected STACKIT eu01 Germany under order form. Separate chat/file/index sites are not itemized.", "inference_region: Inference follows the enabled model route, not the platform storage region. The model table contains EU, US and Global routes. Administrators can centrally allow only EEA-hosted models and disable other regions. No unconfigured-default EU-only processing claim is made.", "backups_logs_region: Unknown detailed backup/log geography for a particular contract. Public documents agree on EU backups but differ between same-region zone redundancy and a physically separate Azure location. Exact region, site, telemetry and support mapping was not established.", "support_access_region: Technical support access only on customer instruction/request and logged, per overview. Staff access geography was not specified.", "swiss_hosting: Is Swiss hosting available? Unknown. No Swiss full-platform hosting option or staff/telemetry-residency matrix was established.", "residency_plan: Business platform storage is Azure Europe; Enterprise can order Germany STACKIT eu01. EU-only inference requires an explicit EEA model allowlist. The image default is unknown and global/US routes remain possible unless disabled." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:models-rev2", "nuwacom:nuwacom:measures-rev2", "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:docs-full-recheck", "nuwacom:nuwacom:settings-rev2", "nuwacom:nuwacom:plans-rev2" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Deployment thresholds are1000 dedicated,2000 own cloud and4000 on-premise, distinct from 20-user Enterprise entry.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "self-managed" ], "version": "Public documentation checked 2026-10-21", "plan": "Business shared Azure EU; quoted Enterprise for STACKIT and custom deployment at1000/2000/4000-user thresholds", "addOns": [ "Dedicated/own-cloud/on-premise quotation required" ], "deploymentMode": null, "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "self-managed", "name": "nuwacom Self-Managed Hosting", "type": "self-hosted-server" } ] }, "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?", "support": "partial", "answer": "Business shared SaaS runs in Azure EU. Enterprise can select Germany STACKIT. The generic all-plans shared-SaaS statement is not used to promise STACKIT on Business.", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:plans-20261026" ] }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?", "support": "supported", "answer": "Dedicated isolated single-tenant from 1000 users.", "evidenceIds": [ "nuwacom:nuwacom:security-rev2" ] }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?", "support": "partial", "answer": "Bring Your Own Cloud in customer cloud environment from 2000 users. Public infrastructure/operator matrix not specified.", "evidenceIds": [ "nuwacom:nuwacom:security-rev2" ] }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?", "support": "partial", "answer": "Whole-platform Kubernetes/on-own-infrastructure from 4000 users; Enterprise Self-Managed Hosting rents platform in customer environment.", "evidenceIds": [ "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:enterprise-20261026" ] }, { "id": "air_gapped", "question": "Can it run without internet access?", "support": "unknown", "answer": "Can it run without internet access? Unknown. No air-gapped operational mode or detailed external dependency matrix was established. Search on 2026-10-26: https://nuwacom.com/en/secure-ai-for-business, https://nuwacom.com/en/enterprise-terms-of-service, https://docs.nuwacom.ai/en/sso-and-usersync.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?", "support": "partial", "answer": "The SSO/UserSync configuration guide supports multi-tenant app.nuwacom.ai/app-de.nuwacom.ai only. Single-tenant SSO uses a custom arrangement. Enterprise Self-Managed customers operate and secure their deployment; the hosted Enterprise SLA excludes Self-Managed. Full mode parity is unverified.", "evidenceIds": [ "nuwacom:nuwacom:sso-20261026", "nuwacom:nuwacom:enterprise-20261026" ] } ], "limitations": [ "multi_tenant_saas: Business shared SaaS runs in Azure EU. Enterprise can select Germany STACKIT. The generic all-plans shared-SaaS statement is not used to promise STACKIT on Business.", "customer_cloud: Bring Your Own Cloud in customer cloud environment from 2000 users. Public infrastructure/operator matrix not specified.", "on_premise: Whole-platform Kubernetes/on-own-infrastructure from 4000 users; Enterprise Self-Managed Hosting rents platform in customer environment.", "air_gapped: Can it run without internet access? Unknown. No air-gapped operational mode or detailed external dependency matrix was established. Search on 2026-10-26: https://nuwacom.com/en/secure-ai-for-business, https://nuwacom.com/en/enterprise-terms-of-service, https://docs.nuwacom.ai/en/sso-and-usersync.md. No additional scoped evidence established this answer.", "mode_feature_gaps: The SSO/UserSync configuration guide supports multi-tenant app.nuwacom.ai/app-de.nuwacom.ai only. Single-tenant SSO uses a custom arrangement. Enterprise Self-Managed customers operate and secure their deployment; the hosted Enterprise SLA excludes Self-Managed. Full mode parity is unverified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:enterprise-20261026", "nuwacom:nuwacom:sso-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:plans-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "No vendor/provider general model training is promised; route-specific retention and abuse review are not fully published.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "partial", "answer": "Overview excludes using customer data to train general AI models or for own content analysis. Terms allow anonymized service-improvement data and a broad service-purpose data licence; do not confuse it with a general-model training right.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:terms" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "partial", "answer": "Overview and measures exclude provider model training under nuwacom processor contracts. Full individual provider contract texts were not verified.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:measures-rev2" ] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "partial", "answer": "Overview excludes permanent model-provider storage but gives no per-provider temporary/abuse-monitoring duration or model exceptions.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2" ] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "unknown", "answer": "Is zero data retention available, and on which plan? Unknown. Zero-retention eligibility/duration and abuse-monitoring exceptions per model/provider are not established by no-training or no-permanent-storage statements.", "evidenceIds": [] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "unknown", "answer": "Unknown provider/model-specific human-review exceptions. A no-training statement and a broad no-provider-access statement do not establish an abuse/security review policy for every inference route.", "evidenceIds": [] } ], "limitations": [ "vendor_training: Overview excludes using customer data to train general AI models or for own content analysis. Terms allow anonymized service-improvement data and a broad service-purpose data licence; do not confuse it with a general-model training right.", "provider_training: Overview and measures exclude provider model training under nuwacom processor contracts. Full individual provider contract texts were not verified.", "provider_retention: Overview excludes permanent model-provider storage but gives no per-provider temporary/abuse-monitoring duration or model exceptions.", "zero_retention: Is zero data retention available, and on which plan? Unknown. Zero-retention eligibility/duration and abuse-monitoring exceptions per model/provider are not established by no-training or no-permanent-storage statements.", "human_review: Unknown provider/model-specific human-review exceptions. A no-training statement and a broad no-provider-access statement do not establish an abuse/security review policy for every inference route." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:measures-rev2", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Published DPA requires customer-data deletion30days after end and backup deletion within90days; persistent-chat/file defaults remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise published DPA contractual deletion schedule; runtime defaults excluded", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "api", "name": "nuwacom completion, agents, skills and assets APIs", "type": "api" } ] }, "questions": [ { "id": "default_retention", "question": "What is retained and for how long by default?", "support": "unknown", "answer": "Unknown applicable default for persistent chats/files. The September21 overview describes30-day rolling data,12-month snapshots and30-90-day backups without a contract/runtime mapping; these are not asserted as a coherent platform policy. Search on 2026-10-26: https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/admin/api/introduction.md, https://nuwacom.com/en/data-processing-agreement. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "admin_retention", "question": "Can admins set retention periods?", "support": "partial", "answer": "Meeting transcript retention is customer-configured; a universal chat/file retention policy setting and range are not established.", "evidenceIds": [ "nuwacom:nuwacom:overview-20261026" ] }, { "id": "user_deletion", "question": "Can users delete their chats and files permanently?", "support": "partial", "answer": "The data-security overview says deleted meeting transcripts are removed from active systems and backups within 30 days. The Assets DELETE endpoint documents file/embedding deletion, but its plan eligibility is unknown, so no Business/Enterprise Assets entitlement or universal chat deletion guarantee is asserted.", "evidenceIds": [ "nuwacom:nuwacom:overview-20261026" ] }, { "id": "contract_end_deletion", "question": "What is deleted at contract end, and when?", "support": "supported", "answer": "DPA section9 requires deletion of customer data/copies30days after the agreement ends and deletion of backup copies no later than90days. Legal proof-of-processing documentation may remain under applicable retention periods. This states the published contract obligation, not an independently tested deletion result.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2" ] } ], "limitations": [ "default_retention: Unknown applicable default for persistent chats/files. The September21 overview describes30-day rolling data,12-month snapshots and30-90-day backups without a contract/runtime mapping; these are not asserted as a coherent platform policy. Search on 2026-10-26: https://docs.nuwacom.ai/en/overviewdatasecurity.md, https://docs.nuwacom.ai/admin/api/introduction.md, https://nuwacom.com/en/data-processing-agreement. No additional scoped evidence established this answer.", "admin_retention: Meeting transcript retention is customer-configured; a universal chat/file retention policy setting and range are not established.", "user_deletion: The data-security overview says deleted meeting transcripts are removed from active systems and backups within 30 days. The Assets DELETE endpoint documents file/embedding deletion, but its plan eligibility is unknown, so no Business/Enterprise Assets entitlement or universal chat deletion guarantee is asserted." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:overview-20261026", "nuwacom:nuwacom:api-20261026", "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:asset-delete-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Subprocessor register is linked through client-rendered Trust Center; contracts disclose transfer and change rules.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "partial", "answer": "DPA/overview point to current Trust Center register with location/service/transfer basis; the retrieved HTML provided no usable list, so its date/completeness was not verified.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:trust" ] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "partial", "answer": "Azure EU andSTACKIT Germany hosting are named; model/connector provider brands are known, but the legal subprocessor entities, countries and support subprocessors were not verified.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:models-rev2" ] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "supported", "answer": "DPA section 10 provides general notice of subprocessor changes and 15 days after receipt to object on reasonable data-protection grounds, without a minimum lead time in that clause. For restricted transfers under SCC Module 2, DPA section 7.4 specifies 15 days of prior notice of subprocessor changes.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2" ] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "partial", "answer": "Germany Enterprise customers contract nuwacom GmbH, Koblenz; all others nuwacom Sàrl, Luxembourg. Ultimate ownership/parent chain not established.", "evidenceIds": [ "nuwacom:nuwacom:terms" ] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "supported", "answer": "EEA processing default; permitted non-EEA needs controller instruction/safeguards, EU SCC Module 2 or adequacy/DPF. Swiss/UK modifications are described.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:overview-rev2" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "unknown", "answer": "Is there a published government-access or transparency policy? Unknown. No separately verified government-access/transparency policy or complete current named processor register was obtained.", "evidenceIds": [] } ], "limitations": [ "subprocessor_list: DPA/overview point to current Trust Center register with location/service/transfer basis; the retrieved HTML provided no usable list, so its date/completeness was not verified.", "subprocessor_countries: Azure EU andSTACKIT Germany hosting are named; model/connector provider brands are known, but the legal subprocessor entities, countries and support subprocessors were not verified.", "parent_jurisdiction: Germany Enterprise customers contract nuwacom GmbH, Koblenz; all others nuwacom Sàrl, Luxembourg. Ultimate ownership/parent chain not established.", "government_access_policy: Is there a published government-access or transparency policy? Unknown. No separately verified government-access/transparency policy or complete current named processor register was obtained.", "change_notification: Section 10 specifies no minimum lead time; section 7.4 provides 15 days of prior notice for SCC Module 2 restricted transfers." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:trust", "nuwacom:nuwacom:models-rev2", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Published DPA and terms provide GDPR/Swiss references and agreement priorities. The sensitive-data restriction cited here is meeting-specific; regulated-workload permissions require separate contract evidence.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "Public DPA forms part of terms, with written instructions and order-form priority; individualized negotiability not promised.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:terms" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "partial", "answer": "GDPR, UK GDPR and Swiss data protection included, but DPA definition still cites Swiss Federal Act 1992 rather than expressly confirming revised DSG; current Swiss coverage needs review.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "partial", "answer": "General/DPA Luxembourg law and Luxembourg City courts; Enterprise terms identify German entity customers with German law/court at company seat. Exact order/work order controls.", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:enterprise" ] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "partial", "answer": "Public AI Act article/webinars; terms prohibit high-risk AI use absent written agreement. No product conformity/technical compliance pack verified.", "evidenceIds": [ "nuwacom:nuwacom:ai-act", "nuwacom:nuwacom:webinars", "nuwacom:nuwacom:terms" ] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "partial", "answer": "Enterprise publicly offers DORA and §203 supplementary documentation. DPA Appendix1 restricts sensitive-data processing in the meeting-recording/transcription subsection; this is not treated as a universal platform prohibition. Specific regulated-workload permissions and any supplementary agreement remain unverified; no FINMA attestation established.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:secrecy-announcement", "nuwacom:nuwacom:dpa-rev2" ] } ], "limitations": [ "dpa: Public DPA forms part of terms, with written instructions and order-form priority; individualized negotiability not promised.", "revdsg_gdpr: GDPR, UK GDPR and Swiss data protection included, but DPA definition still cites Swiss Federal Act 1992 rather than expressly confirming revised DSG; current Swiss coverage needs review.", "governing_law: General/DPA Luxembourg law and Luxembourg City courts; Enterprise terms identify German entity customers with German law/court at company seat. Exact order/work order controls.", "ai_act_materials: Public AI Act article/webinars; terms prohibit high-risk AI use absent written agreement. No product conformity/technical compliance pack verified.", "sector_materials: Enterprise publicly offers DORA and §203 supplementary documentation. DPA Appendix1 restricts sensitive-data processing in the meeting-recording/transcription subsection; this is not treated as a universal platform prohibition. Specific regulated-workload permissions and any supplementary agreement remain unverified; no FINMA attestation established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:enterprise", "nuwacom:nuwacom:ai-act", "nuwacom:nuwacom:webinars", "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:docs-full-recheck", "nuwacom:nuwacom:secrecy-announcement" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "ISO certification is vendor-claimed; certificate scope, expiry and other report coverage were not verified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "iso_27001", "question": "ISO 27001 with scope and validity?", "support": "partial", "answer": "Overview claims ISO/IEC 27001:2022, SOCOTEC,27 October 2025. Without accessible certificate scope/expiry this is not certificate-verified.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2" ] }, { "id": "soc2", "question": "SOC 2 type, period and covered service?", "support": "unknown", "answer": "Unknown product-specific SOC2 TypeII status, report period and scope. The current public Measures page links general Azure/AWS compliance material but supplies no nuwacom SOC2 report; infrastructure references are not a product attestation.", "evidenceIds": [] }, { "id": "c5", "question": "BSI C5 attestation?", "support": "partial", "answer": "Security site says aligned with BSI C5 and displays badge; no dated nuwacom attestation/type/scope was obtained.", "evidenceIds": [ "nuwacom:nuwacom:security-rev2" ] }, { "id": "other_certifications", "question": "Which other certificates (27701, 42001, TISAX)?", "support": "unknown", "answer": "Which other certificates (27701, 42001, TISAX)? Unknown. No ISO 27701/42001/TISAX certificate or verified product-specificSOC 2/C5 period/scope was established.", "evidenceIds": [] }, { "id": "report_access", "question": "How can customers obtain reports?", "support": "partial", "answer": "Trust Center is the linked location for certification/TOM information, but the public HTML did not expose reports. NDA/access requirements not verified.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:trust" ] }, { "id": "pentest", "question": "Are independent penetration test summaries available?", "support": "partial", "answer": "Overview says annual pentests, security site says independent OWASP Top 10/LLM Top 10 testing; actual report/summary not obtained.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:security-rev2" ] } ], "limitations": [ "iso_27001: Overview claims ISO/IEC 27001:2022, SOCOTEC,27 October 2025. Without accessible certificate scope/expiry this is not certificate-verified.", "soc2: Measures refer to SOC 2-certified data centres, not a verified nuwacom SOC 2 Type II report. Vendor-specific type/period/service unknown.", "c5: Security site says aligned with BSI C5 and displays badge; no dated nuwacom attestation/type/scope was obtained.", "other_certifications: Which other certificates (27701, 42001, TISAX)? Unknown. No ISO 27701/42001/TISAX certificate or verified product-specificSOC 2/C5 period/scope was established.", "report_access: Trust Center is the linked location for certification/TOM information, but the public HTML did not expose reports. NDA/access requirements not verified.", "pentest: Overview says annual pentests, security site says independent OWASP Top 10/LLM Top 10 testing; actual report/summary not obtained.", "soc2: No product attestation is inferred from general cloud-infrastructure compliance links." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:measures-rev2", "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:trust", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared SaaS documents encryption and logical tenant separation; dedicated hardware is outside the shared-plan finding.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise multi-tenant SaaS encryption and logical isolation; dedicated hardware not claimed for shared plans", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "encryption_at_rest", "question": "Is data encrypted at rest?", "support": "supported", "answer": "AES256 at rest; TLS 1.2/1.3 in transit. Algorithms are documented claims, not independent cryptographic audit.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2" ] }, { "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. No customer-managed/held-key configuration or native private-network/IP-allowlist controls were established.", "evidenceIds": [] }, { "id": "private_networking", "question": "Is private connectivity or IP restriction available?", "support": "unknown", "answer": "Is private connectivity or IP restriction available? Unknown. No customer-managed/held-key configuration or native private-network/IP-allowlist controls were established.", "evidenceIds": [] }, { "id": "tenant_isolation", "question": "How are customers separated in shared SaaS?", "support": "partial", "answer": "The security overview describes a logically segregated tenant with row-level security, and the public security page confirms strict tenant separation. These are the scoped shared-SaaS controls. A separate dedicated deployment is advertised from1000users; no exclusive hardware promise is inferred for Business.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:security-rev2" ] } ], "limitations": [ "customer_managed_keys: Can the customer manage or hold the keys? Unknown. No customer-managed/held-key configuration or native private-network/IP-allowlist controls were established.", "private_networking: Is private connectivity or IP restriction available? Unknown. No customer-managed/held-key configuration or native private-network/IP-allowlist controls were established.", "tenant_isolation: The security overview describes a logically segregated tenant with row-level security, and the public security page confirms strict tenant separation. These are the scoped shared-SaaS controls. A separate dedicated deployment is advertised from1000users; no exclusive hardware promise is inferred for Business." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:measures-rev2", "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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": [] }, { "productId": "nuwacom", "claimId": "nuwacom:DATA-09", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise advertises §203 supplementary secrecy documentation; the signed agreement and downstream flow-down clauses remain inaccessible in this pass.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked2026-10-21", "plan": "Quoted Enterprise from20users; separate §203 supplementary agreement, contract-dependent", "addOns": [ "Enterprise professional-secrecy addendum; fee and executed terms unknown" ], "deploymentMode": "multi-tenant-saas", "region": "Germany/EU platform; model route and deployment exceptions apply", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "secrecy_undertaking", "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?", "support": "partial", "answer": "June19 announcement and September21 security overview offer a separate §203 agreement for professional secrecy holders. Full template/signed staff obligations and SwissArt321 wording were not retrieved.", "evidenceIds": [ "nuwacom:nuwacom:secrecy-announcement", "nuwacom:nuwacom:overview-rev2" ] }, { "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? Unknown. subprocessor_coverage:Actual §203 addendum and downstream undertaking texts were not retrieved from client-rendered Trust Center. Staff clause details,SwissArt321 coverage and agreement-specific access restrictions remain unknown. Ordinary DPA confidentiality is not treated as proof of professional-secrecy flow-down.", "evidenceIds": [] }, { "id": "secrecy_offering", "question": "Is it a dedicated offering or add-on, and on which plan?", "support": "partial", "answer": "Current pricing places §203/confidentiality compliance in quoted Enterprise,starting20 users. Agreement is separately described; no standalone add-on fee is published.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:secrecy-announcement" ] }, { "id": "content_access", "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?", "support": "partial", "answer": "The security overview limits vendor support access to customer-requested, logged support. Optional Enterprise Privacy Mode is documented as open beta. These ordinary operating controls do not establish the separate secrecy agreement's plaintext restrictions or downstream model-provider obligations.", "evidenceIds": [ "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:pii-rev2" ] }, { "id": "secrecy_documentation", "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?", "support": "partial", "answer": "Public dated §203 announcement and overview link the agreement through TrustCenter. Actual agreement text,provider undertakings and Swiss professional-body guidance were not retrieved.", "evidenceIds": [ "nuwacom:nuwacom:secrecy-announcement", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:trust" ] } ], "limitations": [ "secrecy_undertaking: June19 announcement and September21 security overview offer a separate §203 agreement for professional secrecy holders. Full template/signed staff obligations and SwissArt321 wording were not retrieved.", "subprocessor_coverage: Does the undertaking extend to its sub-processors, and is that documented? Unknown. subprocessor_coverage:Actual §203 addendum and downstream undertaking texts were not retrieved from client-rendered Trust Center. Staff clause details,SwissArt321 coverage and agreement-specific access restrictions remain unknown. Ordinary DPA confidentiality is not treated as proof of professional-secrecy flow-down.", "secrecy_offering: Current pricing places §203/confidentiality compliance in quoted Enterprise,starting20 users. Agreement is separately described; no standalone add-on fee is published.", "content_access: The security overview limits vendor support access to customer-requested, logged support. Optional Enterprise Privacy Mode is documented as open beta. These ordinary operating controls do not establish the separate secrecy agreement's plaintext restrictions or downstream model-provider obligations.", "secrecy_documentation: Public dated §203 announcement and overview link the agreement through TrustCenter. Actual agreement text,provider undertakings and Swiss professional-body guidance were not retrieved." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:secrecy-announcement", "nuwacom:nuwacom:overview-rev2", "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:pii-rev2", "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:trust", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Annual Business list prices are EUR25/49/99 per seat, with relative usage and quoted Enterprise/extras.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "supported", "answer": "Per named user per month by Standard, Premium or Power seat type within Business or Enterprise; optional central AI budget.", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:plans-20261026" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "partial", "answer": "As of 2026-10-21: Business Standard EUR25, Premium EUR49, Power EUR99 per user/month billed annually, excluding VAT under terms. Enterprise quote-only from 20 users. Monthly option advertises16% annual discount; exact monthly tariffs were not verified.", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:terms" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "partial", "answer": "Standard1x, Premium2x, Power5x relative monthly AI usage; same features within a plan. Business modules are included; absolute usage allowance is unpublished.", "evidenceIds": [ "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:plans-20261026" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "partial", "answer": "Enterprise adds automated knowledge sync, Privacy Mode, custom integrations, onboarding and SLA. Additional AI Usage can be purchased separately in annual packages listed by Plans from EUR1500 through EUR48000 or individual arrangements; package allowance conversion and contractual entitlement remain unknown. Privacy Mode introductory access requires Enterprise customer-success enablement.", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:plans-20261026", "nuwacom:nuwacom:pii-20261026" ] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "partial", "answer": "No automatic additional spend is incurred without approved purchases. Chat falls back to the configured Auto Mode Instant model when included use is exhausted; workflows/external chatbots/API pause at budget. Additional AI Usage package prices do not disclose per-token conversion, so a workload tariff is not verified.", "evidenceIds": [ "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:plans-20261026", "nuwacom:nuwacom:rules-20261026" ] } ], "limitations": [ "list_prices: As of 2026-10-21: Business Standard EUR25, Premium EUR49, Power EUR99 per user/month billed annually, excluding VAT under terms. Enterprise quote-only from 20 users. Monthly option advertises16% annual discount; exact monthly tariffs were not verified.", "included_usage: Standard1x, Premium2x, Power5x relative monthly AI usage; same features within a plan. Business modules are included; absolute usage allowance is unpublished.", "add_ons: Enterprise adds automated knowledge sync, Privacy Mode, custom integrations, onboarding and SLA. Additional AI Usage can be purchased separately in annual packages listed by Plans from EUR1500 through EUR48000 or individual arrangements; package allowance conversion and contractual entitlement remain unknown. Privacy Mode introductory access requires Enterprise customer-success enablement.", "overage: No automatic additional spend is incurred without approved purchases. Chat falls back to the configured Auto Mode Instant model when included use is exhausted; workflows/external chatbots/API pause at budget. Additional AI Usage package prices do not disclose per-token conversion, so a workload tariff is not verified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:plans-20261026", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:usage-20261026", "nuwacom:nuwacom:pii-20261026", "nuwacom:nuwacom:rules-20261026", "nuwacom:nuwacom:model-web", "nuwacom:nuwacom:docs-full-recheck-20261026" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared v1.4 costs use Business Standard seat floors plus unknown workload/Enterprise components at each requested size.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [ "No automatic Premium/Power allocation; optional features and extra AI budget unpriced" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Business Standard seat floor at 200 users: from EUR60000.00 / CHF55422.00 + unknown over12months,VAT excluded. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21. All seats Standard; Premium/Power upgrades are not inferred from the common user mix because absolute allowances are unpublished. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. Base chat may fall back to Instant; model-preserving workload fit,extra AI budget and Enterprise/deployment features remain unknown.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2", "nuwacom:nuwacom:rules-rev2", "nuwacom:nuwacom:ecb-fx" ] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Business Standard seat floor at 1000 users: from EUR300000.00 / CHF277110.00 + unknown over12months,VAT excluded. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21. All seats Standard; Premium/Power upgrades are not inferred from the common user mix because absolute allowances are unpublished. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. Base chat may fall back to Instant; model-preserving workload fit,extra AI budget and Enterprise/deployment features remain unknown.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2", "nuwacom:nuwacom:rules-rev2", "nuwacom:nuwacom:ecb-fx" ] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Business Standard seat floor at 5000 users: from EUR1500000.00 / CHF1385550.00 + unknown over12months,VAT excluded. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21. All seats Standard; Premium/Power upgrades are not inferred from the common user mix because absolute allowances are unpublished. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. Base chat may fall back to Instant; model-preserving workload fit,extra AI budget and Enterprise/deployment features remain unknown.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2", "nuwacom:nuwacom:rules-rev2", "nuwacom:nuwacom:ecb-fx" ] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "partial", "answer": "Business Standard base is EUR25/user/month annual.1x/2x/5x seat allowances and extra company budget respond to workload,model/tool mix. Absolute allowance and extra-budget rate are not public; no vendor-usage proxy or arbitrary Premium/Power seat allocation is applied.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "supported", "answer": "Workload fit,purchased AI budget,needed seat upgrades,Enterprise terms,sync/PII/custom deployment,volume rates and services are unknown. The Business seat floor is not an Enterprise quote.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2", "nuwacom:nuwacom:enterprise" ] } ], "limitations": [ "cost_200: ALM-14 shared cost assumptions v1.4, 2026-10-21. Business Standard seat floor at 200 users: from EUR60000.00 / CHF55422.00 + unknown over12months,VAT excluded. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21. All seats Standard; Premium/Power upgrades are not inferred from the common user mix because absolute allowances are unpublished. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. Base chat may fall back to Instant; model-preserving workload fit,extra AI budget and Enterprise/deployment features remain unknown.", "cost_1000: ALM-14 shared cost assumptions v1.4, 2026-10-21. Business Standard seat floor at 1000 users: from EUR300000.00 / CHF277110.00 + unknown over12months,VAT excluded. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21. All seats Standard; Premium/Power upgrades are not inferred from the common user mix because absolute allowances are unpublished. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. Base chat may fall back to Instant; model-preserving workload fit,extra AI budget and Enterprise/deployment features remain unknown.", "cost_5000: ALM-14 shared cost assumptions v1.4, 2026-10-21. Business Standard seat floor at 5000 users: from EUR1500000.00 / CHF1385550.00 + unknown over12months,VAT excluded. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21. All seats Standard; Premium/Power upgrades are not inferred from the common user mix because absolute allowances are unpublished. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. Base chat may fall back to Instant; model-preserving workload fit,extra AI budget and Enterprise/deployment features remain unknown.", "variable_share: Business Standard base is EUR25/user/month annual.1x/2x/5x seat allowances and extra company budget respond to workload,model/tool mix. Absolute allowance and extra-budget rate are not public; no vendor-usage proxy or arbitrary Premium/Power seat allocation is applied." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2", "nuwacom:nuwacom:rules-rev2", "nuwacom:nuwacom:ecb-fx", "nuwacom:nuwacom:enterprise", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Seven-day self-serve Business trial exists; Enterprise-only evaluation remains gated.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "free_tier", "question": "Is there a free tier for business use?", "support": "partial", "answer": "EUR0 trial is limited to seven days; permanent business free access was not established.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2" ] }, { "id": "self_serve_trial", "question": "Is a self-serve business trial available?", "support": "supported", "answer": "Seven days, no credit card, all Business features and basic AI usage.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2" ] }, { "id": "trial_scope", "question": "Do trials include SSO, connectors and admin features?", "support": "partial", "answer": "The public7-day trial includes Business features. Enterprise automated sync, Privacy Mode, SSO/API integration and custom deployment are not established trial entitlements. The Notetaker FAQ still names a legacy Team plan; a binding current Business meeting quota was not established.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:notetaker-rev2" ] }, { "id": "sales_gate", "question": "Does meaningful evaluation require sales contact?", "support": "partial", "answer": "Base Business signup/trial is self-serve; Enterprise/custom terms and Privacy Mode activation require an expert/CSM. No contact was made.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:pii-rev2" ] } ], "limitations": [ "free_tier: EUR0 trial is limited to seven days; permanent business free access was not established.", "trial_scope: The public7-day trial includes Business features. Enterprise automated sync, Privacy Mode, SSO/API integration and custom deployment are not established trial entitlements. The Notetaker FAQ still names a legacy Team plan; a binding current Business meeting quota was not established.", "sales_gate: Base Business signup/trial is self-serve; Enterprise/custom terms and Privacy Mode activation require an expert/CSM. No contact was made." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:notetaker-rev2", "nuwacom:nuwacom:pii-rev2", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Monthly/annual contracts renew automatically; Enterprise starts at 20 users and contracting entity depends on customer.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and Enterprise hosted workspace; advanced modules only where explicitly scoped below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "partial", "answer": "Enterprise starts at 20 users; Business minimum seat/spend was not verified.1000/2000/4000-user thresholds refer to deployment.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:security-rev2" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "supported", "answer": "Monthly or annual, renewing for the same period;16% annual discount advertised.", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:pricing-rev2" ] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "partial", "answer": "Monthly: at least 7 days before period end. Annual: at least 3 months before term end. Seat-reduction timing was not fully specified.", "evidenceIds": [ "nuwacom:nuwacom:terms" ] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "partial", "answer": "EUR public prices and electronic invoices due within 14 days. German Enterprise customers contract the GmbH, others the Luxembourg Sàrl. CHF invoicing was not established.", "evidenceIds": [ "nuwacom:nuwacom:terms" ] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "partial", "answer": "Partial: seat prices and limit behavior are public; absolute included allowances, extra AI budget and Enterprise/deployment rates are not.", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:usage-rev2" ] } ], "limitations": [ "minimum_commitment: Enterprise starts at 20 users; Business minimum seat/spend was not verified.1000/2000/4000-user thresholds refer to deployment.", "cancellation: Monthly: at least 7 days before period end. Annual: at least 3 months before term end. Seat-reduction timing was not fully specified.", "local_invoicing: EUR public prices and electronic invoices due within 14 days. German Enterprise customers contract the GmbH, others the Luxembourg Sàrl. CHF invoicing was not established.", "transparency_class: Partial: seat prices and limit behavior are public; absolute included allowances, extra AI budget and Enterprise/deployment rates are not." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:pricing-rev2", "nuwacom:nuwacom:security-rev2", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:usage-rev2", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Platform is proprietary SaaS or rented self-managed software.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business SaaS unless Enterprise, custom deployment or beta is explicitly named; documentation pages do not generally specify plan entitlement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "licence_type", "question": "Which licence applies to each component?", "support": "partial", "answer": "Terms reserve platform/software/documentation IP, prohibit reverse engineering and disclaim source-code delivery. Self-Managed Hosting supplies confidential deployment files under commercial rights; no component source-licence matrix is published.", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:enterprise" ] }, { "id": "branding_restrictions", "question": "Do licence terms restrict branding or user counts?", "support": "supported", "answer": "Customers cannot remove proprietary notices/brands or resell/sublicense without permission; named authorized-user subscriptions apply.", "evidenceIds": [ "nuwacom:nuwacom:terms" ] }, { "id": "enterprise_features_closed", "question": "Are enterprise features in a separate closed edition?", "support": "partial", "answer": "Business and Enterprise are commercial plans; self-managed platform rights are rented. A separate open-core edition was not established.", "evidenceIds": [ "nuwacom:nuwacom:plans", "nuwacom:nuwacom:enterprise" ] } ], "limitations": [ "licence_type: Terms reserve platform/software/documentation IP, prohibit reverse engineering and disclaim source-code delivery. Self-Managed Hosting supplies confidential deployment files under commercial rights; no component source-licence matrix is published.", "enterprise_features_closed: Business and Enterprise are commercial plans; self-managed platform rights are rented. A separate open-core edition was not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:enterprise", "nuwacom:nuwacom:plans" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Native workflow and Skill exports and original uploaded-file downloads are documented; complete administrator workspace export remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise native exports; Agents/Skills APIs announced for all workspaces; Assets API eligibility unverified", "addOns": [ "API enablement, key and space permissions for programmatic exports; eligible tier and fee unknown" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" }, { "id": "api", "name": "nuwacom completion, agents, skills and assets APIs", "type": "api" } ] }, "questions": [ { "id": "chat_export", "question": "Can admins export all chats?", "support": "unknown", "answer": "Can admins export all chats? Unknown. No administrator export-all-chats endpoint or independent exit fixture was established. Search on 2026-10-26: https://docs.nuwacom.ai/admin/api/agents-overview.md, https://docs.nuwacom.ai/en/product/workflows.md, https://docs.nuwacom.ai/en/product/knowledge.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "assistant_export", "question": "Can assistants and prompts be exported in a reusable format?", "support": "partial", "answer": "Workflow JSON can be exported/imported and Skills exported as .md, .zip or .skill. The September 16 announcement makes Agents/Skills APIs available in all workspaces. A complete portable assistant package including credentials and knowledge was not verified.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:changes-20261026", "nuwacom:nuwacom:agent-api-20261026" ] }, { "id": "knowledge_export", "question": "Can knowledge bases and their sources be exported?", "support": "partial", "answer": "Knowledge permits selecting and downloading uploaded files. Synchronized sources retain extracted content rather than original files. No complete index/ACL export bundle or eligible-tier Assets API export entitlement was established.", "evidenceIds": [ "nuwacom:nuwacom:knowledge-20261026" ] }, { "id": "export_format", "question": "Are formats documented and machine-readable?", "support": "partial", "answer": "Native workflow JSON, Skill .md/.zip/.skill, DOCX/PDF/PPTX/XLSX/CSV outputs and aggregated analytics CSV are documented. These do not establish one complete administrator workspace archive.", "evidenceIds": [ "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:changes-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026", "nuwacom:nuwacom:analysis-20261026", "nuwacom:nuwacom:analytics-20261026" ] }, { "id": "post_termination_window", "question": "How long can data be retrieved after termination?", "support": "supported", "answer": "DPA requires export/backup before contract end and gives no access afterward; its30-day deletion period is not an export window. Trial data may be deleted at end.", "evidenceIds": [ "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:terms" ] } ], "limitations": [ "chat_export: Can admins export all chats? Unknown. No administrator export-all-chats endpoint or independent exit fixture was established. Search on 2026-10-26: https://docs.nuwacom.ai/admin/api/agents-overview.md, https://docs.nuwacom.ai/en/product/workflows.md, https://docs.nuwacom.ai/en/product/knowledge.md. No additional scoped evidence established this answer.", "assistant_export: Workflow JSON can be exported/imported and Skills exported as .md, .zip or .skill. The September 16 announcement makes Agents/Skills APIs available in all workspaces. A complete portable assistant package including credentials and knowledge was not verified.", "knowledge_export: Knowledge permits selecting and downloading uploaded files. Synchronized sources retain extracted content rather than original files. No complete index/ACL export bundle or eligible-tier Assets API export entitlement was established.", "export_format: Native workflow JSON, Skill .md/.zip/.skill, DOCX/PDF/PPTX/XLSX/CSV outputs and aggregated analytics CSV are documented. These do not establish one complete administrator workspace archive." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:agent-api-20261026", "nuwacom:nuwacom:workflows-20261026", "nuwacom:nuwacom:knowledge-20261026", "nuwacom:nuwacom:api-20261026", "nuwacom:nuwacom:documents-20261026", "nuwacom:nuwacom:slides-20261026", "nuwacom:nuwacom:analysis-20261026", "nuwacom:nuwacom:analytics-20261026", "nuwacom:nuwacom:dpa-rev2", "nuwacom:nuwacom:terms", "nuwacom:nuwacom:docs-full-recheck-20261026", "nuwacom:nuwacom:changes-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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise 99.9% SLA has defined service-day credits; public status history is available.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business general support; hosted Enterprise support/SLA under Enterprise terms; Self-Managed excluded", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "supported", "answer": "General email support on business days. Enterprise email/service desk M–F09–18 CET/CEST excluding Luxembourg/German holidays; critical2 h, high8 h, low16 h first response in business hours.", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:enterprise" ] }, { "id": "support_languages", "question": "Is support available in German, French or Italian?", "support": "unknown", "answer": "Is support available in German, French or Italian? Unknown. Contracted DE/FR/IT support delivery languages were not specified.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "supported", "answer": "nuwacom GmbH in Koblenz, Germany and nuwacom Sàrl in Luxembourg. A Swiss entity was not established.", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:imprint" ] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "supported", "answer": "Hosted Enterprise terms set99.9% monthly uptime, with3service-day credits below99.9%,7below99%,15below95%, capped15days/month. Maintenance and third-party AI are excluded; Self-Managed has no hosted SLA. The generic Measures99.99% statement is excluded from this contractual SLA finding.", "evidenceIds": [ "nuwacom:nuwacom:enterprise" ] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "supported", "answer": "Public history separates standard/Germany applications, login, AI, API, integrations, files and workflows. October 15 incident records slow Germany responses.", "evidenceIds": [ "nuwacom:nuwacom:status" ] } ], "limitations": [ "support_languages: Is support available in German, French or Italian? Unknown. Contracted DE/FR/IT support delivery languages were not specified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:terms", "nuwacom:nuwacom:enterprise", "nuwacom:nuwacom:imprint", "nuwacom:nuwacom:measures-rev2", "nuwacom:nuwacom:status", "nuwacom:nuwacom:docs-full-recheck" ] } ] }, { "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": "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" ] }, { "productId": "nuwacom", "claimId": "nuwacom:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise includes success/onboarding; public training and champion guidance are available.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business self-service guidance; Enterprise onboarding/consultancy only under its contract", "addOns": [ "Enterprise consultancy or development services by work order" ], "deploymentMode": "multi-tenant-saas", "region": "Azure EU hosted workspace; optional Germany STACKIT and model-specific global routes", "os": [], "surfaces": [ { "id": "web", "name": "nuwacom hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "supported", "answer": "Enterprise advertises a dedicated success team and custom onboarding; Business is self-serve.", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026" ] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "partial", "answer": "German webinar recordings cover Skills, MCP, Apps, AI Act and knowledge. Included live-training volume and languages were not defined.", "evidenceIds": [ "nuwacom:nuwacom:webinars" ] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "supported", "answer": "Standard/custom shared prompts, categorized agents and workflow task examples; rollout guides recommend seeding role-based examples.", "evidenceIds": [ "nuwacom:nuwacom:prompts-20261026", "nuwacom:nuwacom:agents-20261026", "nuwacom:nuwacom:playbook-20261026" ] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "partial", "answer": "Rollout guides recommend an AI owner, department champions, train-the-trainer, pilots, community events and success measurement. Delivery as an included managed programme was not established.", "evidenceIds": [ "nuwacom:nuwacom:rollout-20261026", "nuwacom:nuwacom:playbook-20261026" ] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "partial", "answer": "Enterprise consulting/technical services are separately ordered under Enterprise terms; public rates were not verified.", "evidenceIds": [ "nuwacom:nuwacom:enterprise-20261026" ] } ], "limitations": [ "user_training: German webinar recordings cover Skills, MCP, Apps, AI Act and knowledge. Included live-training volume and languages were not defined.", "adoption_programme: Rollout guides recommend an AI owner, department champions, train-the-trainer, pilots, community events and success measurement. Delivery as an included managed programme was not established.", "service_cost: Enterprise consulting/technical services are separately ordered under Enterprise terms; public rates were not verified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "nuwacom:nuwacom:pricing-20261026", "nuwacom:nuwacom:webinars", "nuwacom:nuwacom:prompts-20261026", "nuwacom:nuwacom:agents-20261026", "nuwacom:nuwacom:playbook-20261026", "nuwacom:nuwacom:rollout-20261026", "nuwacom:nuwacom:enterprise-20261026", "nuwacom:nuwacom:docs-full-recheck-20261026" ] } ] } ], "sources": [ { "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": "nuwacom:nuwacom:models", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/aimodels.md", "title": "AI Models", "locator": "Auto Mode, model tables, image and video defaults", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The model table identifies providers, text/image/video models and EU/global regions." }, { "id": "nuwacom:nuwacom:model-web", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/all-ai-models-in-nuwacom", "title": "Performance and usage of AI Models in nuwacom | nuwacom.com", "locator": "Model comparison table", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The public model table lists hosted regions, capabilities and provider list-price indicators." }, { "id": "nuwacom:nuwacom:chat", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/product/chat.md", "title": "Chat", "locator": "Model selection, files, Enterprise Search, Source references and outputs", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Chat supports model routing, file/context selection, dictation, citations, sharing and document tools." }, { "id": "nuwacom:nuwacom:changes", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/releasenotes.md", "title": "Release Notes", "locator": "October16/7 2026 and previous releases", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dated release notes add per-user/group model access and design systems on October 16." }, { "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": "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": "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": "nuwacom:nuwacom:changes-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/releasenotes.md", "title": "Release Notes", "locator": "October16/7 2026 and previous releases; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f8f028d62aa482bb5113c42f219c4904802f35228aaad805bdeff7453dbaaf69 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Dated release notes add per-user/group model access and design systems on October 16." }, { "id": "nuwacom:nuwacom:settings-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/workspacesettings.md", "title": "Workspace settings", "locator": "Models, API Keys, Permissions, Connectors and AI Guardrails; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 405bee8d1964a0a505a1732391db4ad97ecbf52ac10a07cea2c009ba50f31241 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Admin settings govern models, permissions, connector sharing, keys, usage, analytics and Privacy Mode." }, { "id": "nuwacom:nuwacom:overview-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/overviewdatasecurity.md", "title": "Overview Data Security", "locator": "Sections 1–12; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 7029b43e958933d57ffdd540b2a3ca8c4bcd01f08cd6a8531c11a605ed26b045 on 2026-10-26", "sourceDate": "2026-09-21", "retrievedAt": "2026-10-26", "finding": "Security overview describes tenant isolation, EU-only configuration, no training and data-specific retention." }, { "id": "nuwacom:nuwacom:models-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/aimodels.md", "title": "AI Models", "locator": "Auto Mode, model tables, image and video defaults; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8348b4d2f90cd6f42ba6791de9f5521917f4dc5195f68153f9ec570f18bc04d3 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The model table identifies providers, text/image/video models and EU/global regions." }, { "id": "nuwacom:nuwacom:account-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/account.md", "title": "Account", "locator": "Preferences, Memories, Orchestrator and Voices; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 dfc18c122e2ad169ae01163d0568fe65ca5b909a645424bc00557a488c6e3950 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Account preferences list German/English/French UI and private opt-in chat memory controls." }, { "id": "nuwacom:nuwacom:usage-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/ai-usage.md", "title": "AI Usage", "locator": "Seat types, Additional AI Usage and usage limits; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 428303677ead94cb2ddc529da317910ffa11bdb63d540a03b716915183997f68 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Standard/Premium/Power provide 1x/2x/5x relative usage plus optional centrally allocated usage." }, { "id": "nuwacom:nuwacom:rules-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/usage-rules.md", "title": "Usage Rules", "locator": "Included usage and limit behavior; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 eee127131ed311135910bacc727ef9102ff3155d82ab64dac0f11f1ab08ac0e3 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "At usage limits interactive chats fall back to Instant while workflows, API and chatbots pause without automatic charges." }, { "id": "nuwacom:nuwacom:docs-full-recheck-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/llms-full.txt", "title": "nuwacom complete public documentation", "locator": "Document headings and Source URLs; public bulk Markdown; retrieved HTTP200; SHA256 8bc6fd239ea8cb6bee5693ca53d17aba1348270a0a2977b4bdeb65e3569415be; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 6af793cb8c205bbfc5ba3ad0d5fbe82607e35635d29132e4ad41c3c9af779caf on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The vendor publishes a retrievable bulk Markdown copy of its product, admin and developer documentation; individual canonical Markdown pages were also re-read with HTTP200 responses." }, { "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": "nuwacom:nuwacom:chat-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/product/chat.md", "title": "Chat", "locator": "Model selection, files, Enterprise Search, Source references and outputs; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 d1138f9daa51ff9fc61b0b5561d6ccd72efbfec31acf4b0bc8e77eed01d53380 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Chat supports model routing, file/context selection, dictation, citations, sharing and document tools." }, { "id": "nuwacom:nuwacom:documents-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/documents.md", "title": "Documents", "locator": "Templates, Edit document and Export; 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No SSO/API tier entitlement is stated here." }, { "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": "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; 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native core actions cannot be disabled." }, { "id": "nuwacom:nuwacom:agent-config-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/agent-configuration.md", "title": "Agent Configuration", "locator": "Actions, Knowledge, Settings, Publish externally and Save/share; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c9aaa442627de5d16cc603cc7bfb613c1e1793df99d087f5cf2292027c8744bd on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Agents bind instructions, files/folders, connectors and skills, and can be privately or externally published." }, { "id": "nuwacom:nuwacom:connections-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/connections.md", "title": "Connections", "locator": "Who Can Use a Connection; Default Account in an Agent; Apps; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 85363bb53be84272eb7b54a76dd787ef26cae0e60a5ed96dd17f4c815677116c on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Personal OAuth enforces the owner rights, while shared/default accounts lend owner access to other users." }, { "id": "nuwacom:nuwacom:overview-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/overviewdatasecurity.md", "title": "Overview Data Security", "locator": "Sections 1–12; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 7029b43e958933d57ffdd540b2a3ca8c4bcd01f08cd6a8531c11a605ed26b045", "sourceDate": "2026-09-21", "retrievedAt": "2026-10-21", "finding": "Security overview describes tenant isolation, EU-only configuration, no training and data-specific retention." }, { "id": "nuwacom:nuwacom:plans-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/plans.md", "title": "Plans", "locator": "Plans and Seats; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 a29c7eb20e666c52a8f37f999667a47aff38bdb5d920810a4516708928c9f9b3", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Two plans have three seat types, with same feature scope within a plan and quoted Enterprise from 20 users." }, { "id": "nuwacom:nuwacom:knowledge-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/knowledge.md", "title": "Knowledge", "locator": "Sharing, Sync external connectors FAQ, formats and file operations; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 67347cb093589a2fb67b0cfd8f074df6eb2c8efee17155b26d7b8b1d82400087", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Persistent folders can sync extracted content; source permissions are explicitly not transferred to knowledge folders." }, { "id": "nuwacom:nuwacom:connectors-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/connectors.md", "title": "Introduction to Connectors", "locator": "Overview, management and FAQ; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 1e953066732c4619cb2edcb7cb8152e9cae5a86094de9c5e8b4d863326c5b45a", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins manage native/MCP connectors; sharing an account grants recipients its available data." }, { "id": "nuwacom:nuwacom:docs-full-recheck", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/llms-full.txt", "title": "nuwacom complete public documentation", "locator": "Document headings and Source URLs; public bulk Markdown; retrieved HTTP200; SHA256 8bc6fd239ea8cb6bee5693ca53d17aba1348270a0a2977b4bdeb65e3569415be", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The vendor publishes a retrievable bulk Markdown copy of its product, admin and developer documentation; individual canonical Markdown pages were also re-read with HTTP200 responses." }, { "id": "nuwacom:nuwacom:pricing-rev2", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/pricing", "title": "AI for your team. Transparently priced. | nuwacom.com", "locator": "Business/Enterprise features and annual seat prices", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Business lists EUR25/49/99 annual seat prices; Enterprise20+ adds automated source sync, Privacy Mode, custom integrations, §203 compliance and SLA. No SSO/API tier entitlement is stated here." }, { "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": "nuwacom:nuwacom:policy-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/policy-hierarchy.md", "title": "Policy Hierarchy", "locator": "Order of Precedence and Conflict Resolution; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c884cb37e3d28b64d3ab25a8fbf3a5c0c3eb9edba127ab27471864fa58398ee2 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "System/agent instructions and tone take precedence over workspace guidelines; memory/context layers are described." }, { "id": "nuwacom:nuwacom:orchestrator-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/orchestrator.md", "title": "Orchestrator", "locator": "Planning, How it works, agents and Access; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 431eaaaf3849b9943c5fa11a2f66c1a85b3a799704053c01fb9e5aba542f3728 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Orchestrator coordinates agents, planning and checkpoints under per-user selected agents." }, { "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": "nuwacom:nuwacom:users-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/usermanagement.md", "title": "User management", "locator": "Roles, Users and User Groups; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 0ded58243f5a335237e50b9d9050574a574c511124780fbaa293a24f970fb776 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Admin, Editor and Reader/Viewer roles, user groups and per-workspace invitations are documented." }, { "id": "nuwacom:nuwacom:agents-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/introduction-to-agents.md", "title": "Introduction to Agents", "locator": "Overview, benefits and use cases; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 a42a940724ec020394b430029797f1d4144ec79b59e2a2c0284f2b69cbe864e7 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Agents are created using natural language and combine knowledge, skills and actions." }, { "id": "nuwacom:nuwacom:agent-extra-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/agent-advanced-features.md", "title": "Agent Advanced Features", "locator": "Categories, Pinning and Duplication; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 4fdf01c48854376b733008376f848165970126d8def51de9ca37a4ac1626d7cd on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "A categorized agent library supports pinning and duplication with shared settings reset." }, { "id": "nuwacom:nuwacom:prompts-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/prompts.md", "title": "Prompts", "locator": "Availability note, library and creation; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 1020b25da4f98f7cdf6877f36fa81d5109887595d9d45bd9f807ca4fe18675c7 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Shared/custom prompt library is disabled by default and can be re-enabled by administrators." }, { "id": "nuwacom:nuwacom:workflows-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/workflows.md", "title": "Workflows", "locator": "Run Progress, triggers, human-in-the-loop and Export/Import; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 70f2eedb5aa17a1c576ad9f698d16e6d96be453d97c8b92bd538d66e825b5a32 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Chat-created visual workflows support schedules, forms, webhooks, app/internal triggers and manual approvals, with JSON export/import." }, { "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": "nuwacom:nuwacom:research-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/research.md", "title": "Research", "locator": "Source selection, results and follow-ups; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 92f870ac9b32ed3430df745a13cb8c62e6c2ea8a63e96ad4dcfbd91455aa4614 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Research produces structured results with traceable web/internal/app sources and follow-ups." }, { "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": "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; 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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": "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": "nuwacom:nuwacom:api-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/admin/api/introduction.md", "title": "API Introduction", "locator": "Available APIs, base URL and authentication; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 028b11af1405e17fa0836292df06ec2d975633746bc564c7460fe25bfd0cefad on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "OpenAI-compatible completion, agent and asset APIs use admin-managed scoped bearer tokens." }, { "id": "nuwacom:nuwacom:agent-api-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/admin/api/agents-overview.md", "title": "Agents API Overview", "locator": "Before you start and endpoints; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c9db742d173acf262c4ebf948fbdcfeb6326a6dc6830664a611f194cfc0378aa on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Agents API exposes custom draft/published configuration with space feature permissions." }, { "id": "nuwacom:nuwacom:analytics-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/analytics.md", "title": "Analytics", "locator": "Analytics areas, filters and Export; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 689838a1f756d9b1da2110e4877c578ebb681b31fca521871fd12c7ca3f0025b on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Aggregated adoption charts cover Chat/Agents/Workflows/API and export CSV." }, { "id": "nuwacom:nuwacom:asset-delete-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/api-reference/assets/delete-an-asset", "title": "Delete an asset - nuwacom Documentation", "locator": "DELETE /api/kb/assets/{spaceId}/{assetId}; operation description, authorization and204 response; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 d3663c6297a16c46c54a7ae3e5bb720348d318b71525c4dd0a81233462d37eea on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The exact operation permanently deletes the stored file and derived embeddings, requires bearer authentication and checks space/asset delete permission; documented behavior was not tested." }, { "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": "nuwacom:nuwacom:plans", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/plans.md", "title": "Plans", "locator": "Plans and Seats", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Two plans have three seat types, with same feature scope within a plan and quoted Enterprise from 20 users." }, { "id": "nuwacom:nuwacom:mobile", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/resources/blog/nuwacom-mobile-app", "title": "nuwacom app for iOS and Android: your workspace, mobile | nuwacom.com", "locator": "Feature list and downloads", "sourceDate": "2026-09-29", "retrievedAt": "2026-10-21", "finding": "iOS/Android apps launched September 29 with chat, company knowledge, agents, skills, projects and recording notes." }, { "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": "nuwacom:nuwacom:emails-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/emails.md", "title": "Emails", "locator": "Connect Outlook or Gmail and Open/send; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 901ff75f74840baebe6e627e64a808f9f691e0bcf5e98508c28308d9cebbbd3a on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Email drafts are edited in nuwacom then opened in Outlook/Gmail; connectors retrieve account context." }, { "id": "nuwacom:nuwacom:notetaker-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/notetaker.md", "title": "Notetaker", "locator": "Supported Platforms, consent, summary, security and FAQ; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 444a074f84b2df8b4a5a34e45c9c3ce64431e84745a886d10e3a32acf63732fc on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Meeting guest bot transcribes Teams/Meet/Zoom/Webex with calendar/link joins, consent and EU processing." }, { "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": "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": "nuwacom:nuwacom:terms", "productId": "nuwacom", "kind": "documented", "url": "https://nuwacom.com/en/terms-of-service", "title": "Terms of Service | nuwacom.com", "locator": "Sections 2–4/7/9/10/13–15; page updated September9, general terms July9", "sourceDate": "2026-09-09", "retrievedAt": "2026-10-21", "finding": "General terms define German Enterprise versus Luxembourg counterparties, proprietary rights, sensitive-use restrictions and cancellation." }, { "id": "nuwacom:nuwacom:images-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/images.md", "title": "Images", "locator": "Reference images and Models; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 efd2ba852f1fe226c0eb4af9fc14e810c6c1b4a56cdc7da8ee7fbc94833ece7f on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Image generation/editing uses uploaded references and configurable Google model choices." }, { "id": "nuwacom:nuwacom:review-fix-image-model-access-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/workspacesettings.md", "title": "Workspace settings: image-model access and named exceptions", "locator": "Models > Image Generation Model; Enabled Image Models; Model Access, lines 125–160; direct public GET HTTP200 2026-10-26, body SHA256 405bee8d1964a0a505a1732391db4ad97ecbf52ac10a07cea2c009ba50f31241", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Admins choose the image-generation default, enable image models and restrict enabled language or image models to selected users. The non-restrictable exception names the default workspace model and Auto Mode models; it does not explicitly name the default image model." }, { "id": "nuwacom:nuwacom:dpa-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://nuwacom.com/en/data-processing-agreement", "title": "Data Processing Agreement | nuwacom.com", "locator": "Sections3(3),9; Appendix1 meeting subsection; precedence clause", "sourceDate": "2026-09-09", "retrievedAt": "2026-10-21", "finding": "DPA allows customer-enabled temporary/permanent meeting audio/video retention, requires data deletion30days after end and backup deletion within90days, and restricts sensitive data in the meeting-processing subsection." }, { "id": "nuwacom:nuwacom:mobile-20261026", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/resources/blog/nuwacom-mobile-app", "title": "nuwacom app for iOS and Android: your workspace, mobile | nuwacom.com", "locator": "Feature list and downloads; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c7d6af9f43b830e6aaaa6d502d1bb7de96409d87acf0f464e1b69e299c369e53 on 2026-10-26", "sourceDate": "2026-09-29", "retrievedAt": "2026-10-26", "finding": "iOS/Android apps launched September 29 with chat, company knowledge, agents, skills, projects and recording notes." }, { "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": "nuwacom:nuwacom:projects-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/projects.md", "title": "Projects", "locator": "Overview, examples and sharing; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 04b1db486d0b43956f76f32029ed516bc8c46945fbb54c797aaa204dbfa3ed46 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Shared projects combine documents, chats, knowledge and guidelines with team collaboration." }, { "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": "nuwacom:nuwacom:security-rev2", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/secure-ai-for-business", "title": "Secure AI for Business - Sovereign EU AI Infrastructure | nuwacom.com", "locator": "Hosting deployment thresholds; encryption; tenant separation; logging", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public security page distinguishes shared SaaS from dedicated1000+, customer cloud2000+ and on-premise4000+; it states AES256/TLS1.3 and audit export." }, { "id": "nuwacom:nuwacom:sso-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/sso-and-usersync.md", "title": "SSO & User Sync", "locator": "Availability, protocols, mapping, SCIM and role/group synchronization; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2904e582e1fa03e4206829162035996fe11141398c08dee215177f3727d88ce6 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Self-service SAML/OIDC and SCIM are documented only for multi-tenant workspaces; single-tenant uses custom setup." }, { "id": "nuwacom:nuwacom:measures-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/security/measures.md", "title": "Measures", "locator": "Cloud hosting, Client separation and Authentication; 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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. 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Other provider/model routes require separate assessment." }, { "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": "nuwacom:nuwacom:trust", "productId": "nuwacom", "kind": "documented", "url": "https://trust.nuwacom.ai/", "title": "nuwacom Trust Center", "locator": "HTML metadata and client-only body", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public Vanta Trust Center identifies nuwacom but the retrieved HTML is a client-rendered shell, so no complete provider register or certificate was verified." }, { "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": "nuwacom:nuwacom:enterprise", "productId": "nuwacom", "kind": "documented", "url": "https://nuwacom.com/en/enterprise-terms-of-service", "title": "Enterprise Terms of Service | nuwacom.com", "locator": "Sections B–E and General provisions", "sourceDate": "2025-10-27", "retrievedAt": "2026-10-21", "finding": "Enterprise terms specify support/SLA credits and customer-operated Self-Managed Hosting." }, { "id": "nuwacom:nuwacom:webinars", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/resources/webinars", "title": "nuwacom Webinars | nuwacom.com", "locator": "Previous webinars", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Official webinar archive includes German recordings about skills, MCP, apps and the EU AI Act." }, { "id": "nuwacom:nuwacom:ai-act", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/en/resources/blog/ai-act-is-becoming-reality", "title": "The EU AI Act Becomes Reality: What Businesses Must Do Now to Stay Compliant | nuwacom Blog | nuwacom.com", "locator": "Article and glossary", "sourceDate": "2026-06-15", "retrievedAt": "2026-10-21", "finding": "Vendor provides public AI Act deployment/governance guidance; it is not a product conformity assessment." }, { "id": "nuwacom:nuwacom:secrecy-announcement", "productId": "nuwacom", "kind": "vendor-claimed", "url": "https://nuwacom.com/de/ressourcen/blog/nuwacom-erfuellt-203-stgb-dora-compliance-regulierte-branchen", "title": "nuwacom §203 professional-secrecy agreement", "locator": "Eine Zusatzvereinbarung für Berufsgeheimnisträger", "sourceDate": "2026-06-19", "retrievedAt": "2026-10-21", "finding": "June19 announcement says a professional-secrecy supplementary agreement is available via Trust Center,separate from ordinary GDPR DPA." }, { "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": "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": "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": "nuwacom:nuwacom:ecb-fx", "productId": "nuwacom", "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": "nuwacom:nuwacom:rules-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/usage-rules.md", "title": "Usage Rules", "locator": "Included usage and limit behavior; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 eee127131ed311135910bacc727ef9102ff3155d82ab64dac0f11f1ab08ac0e3", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "At usage limits interactive chats fall back to Instant while workflows, API and chatbots pause without automatic charges." }, { "id": "nuwacom:nuwacom:usage-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/ai-usage.md", "title": "AI Usage", "locator": "Seat types, Additional AI Usage and usage limits; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 18ed9eca4883669d559f7d55fad141516df8015cf88219fd68ea0a03b78bf7af", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Standard/Premium/Power provide 1x/2x/5x relative usage plus optional centrally allocated usage." }, { "id": "nuwacom:nuwacom:notetaker-rev2", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/product/notetaker.md", "title": "Notetaker", "locator": "Supported Platforms, consent, summary, security and FAQ; canonical Markdown retrieved HTTP200 with Python requests on2026-10-21; body SHA256 444a074f84b2df8b4a5a34e45c9c3ce64431e84745a886d10e3a32acf63732fc", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Meeting guest bot transcribes Teams/Meet/Zoom/Webex with calendar/link joins, consent and EU processing." }, { "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": "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": "nuwacom:nuwacom:status", "productId": "nuwacom", "kind": "documented", "url": "https://status.nuwacom.ai/", "title": "nuwacom platform Status", "locator": "Components and past incidents", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public status history separates standard/Germany applications and components." }, { "id": "nuwacom:nuwacom:imprint", "productId": "nuwacom", "kind": "documented", "url": "https://nuwacom.com/de/impressum", "title": "imprint", "locator": "Company and legal information", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Imprint identifies the Koblenz and Luxembourg nuwacom entities." }, { "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." }, { "id": "nuwacom:nuwacom:playbook-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/aiadoption/rolloutplaybook.md", "title": "Rollout Playbook", "locator": "Phases1–5; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 138e1abda4b5fc20be5c5ede39a2b4cd19ae4ccb60e2ce202afc71fd41f8f004 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Rollout playbook describes kickoffs, train-the-trainer, library seeding and long-term adoption." }, { "id": "nuwacom:nuwacom:rollout-20261026", "productId": "nuwacom", "kind": "documented", "url": "https://docs.nuwacom.ai/en/aiadoption/rolloutsetup.md", "title": "Rollout Setup", "locator": "AI responsibility, Champions and Training; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 10c0b60b05661e9474a1e212bcbd412dd12c6c391a8990c79e42d455572ad4b9 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Public adoption guide recommends AI owners, department champions and role-based enablement." } ] }