{ "schemaVersion": 1, "rubricVersion": "1.1", "kind": "pair", "slug": "dust-vs-gemini-enterprise", "canonicalUrl": "https://onaihq.com/compare/agents/dust-vs-gemini-enterprise/", "markdownUrl": "https://onaihq.com/compare/agents/dust-vs-gemini-enterprise/index.md", "dataUrl": "https://onaihq.com/compare/agents/dust-vs-gemini-enterprise/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": "dust", "name": "Dust", "website": "https://dust.tt", "repository": "https://github.com/dust-tt/dust", "pageUrl": "https://onaihq.com/compare/agents/products/dust/", "lifecycle": { "status": "unknown", "note": null }, "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" }, { "id": "enterprise-single", "name": "Dust Enterprise single-tenant deployment", "type": "managed-server" }, { "id": "extension", "name": "Dust browser extension", "type": "browser-extension" }, { "id": "teams", "name": "Dust in Microsoft Teams", "type": "teams-app" }, { "id": "api", "name": "Dust APIs and MCP server", "type": "api" }, { "id": "source-repository", "name": "Public dust-tt/dust repository root licence", "type": "source-repository" } ], "sourcedClaimCount": 48, "statedByVendorCount": 0, "crossCheckedClaimCount": 48, "sourcedOnlyClaimCount": 0, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-21" }, { "id": "gemini-enterprise", "name": "Gemini Enterprise", "website": "https://cloud.google.com/gemini-enterprise", "repository": null, "pageUrl": "https://onaihq.com/compare/agents/products/gemini-enterprise/", "lifecycle": { "status": "unknown", "note": null }, "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" }, { "id": "enterprise-mobile", "name": "Gemini Enterprise mobile app", "type": "mobile" }, { "id": "discovery-engine-api", "name": "Gemini Enterprise Discovery Engine API", "type": "api" }, { "id": "business-web", "name": "Gemini Enterprise Business edition web app", "type": "web" }, { "id": "workspace-agent-integration", "name": "Gemini Enterprise agents in Workspace side panel or customer-built Workspace add-on", "type": "official-integration" } ], "sourcedClaimCount": 48, "statedByVendorCount": 0, "crossCheckedClaimCount": 48, "sourcedOnlyClaimCount": 0, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-26" } ], "coverage": { "totalCriteria": 51, "sharedCrossCheckedCriteria": 47, "sharedSourcedCriteria": 47, "crossCheckedCriteriaByProduct": { "dust": 48, "gemini-enterprise": 48 }, "sourcedOnlyCriteriaByProduct": { "dust": 0, "gemini-enterprise": 0 }, "sourcedCriteriaByProduct": { "dust": 48, "gemini-enterprise": 48 }, "crossCheckedCriterionRows": 49, "sourcedOnlyCriterionRows": 0, "sourcedCriterionRows": 49, "statedByVendorRows": 0 }, "criteria": [ { "id": "MOD-01", "title": "Model catalogue and providers", "group": { "id": 1, "name": "Models" }, "judgment": "List each available model by provider and plan, including reasoning, fast and multimodal variants. Record whether the user picks the model, the product routes automatically, or both. A provider counts only if at least one of its current models is selectable on the scoped plan.", "questions": [ { "id": "providers", "question": "Which model providers are available?" }, { "id": "current_models", "question": "Which current models are selectable on this plan?" }, { "id": "user_choice", "question": "Can users pick the model per chat?" }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?" }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?" } ], "products": [ { "productId": "dust", "claimId": "dust:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust offers per-message model choice and ordered auto-model lists, with access-tier and region controls.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit plan (Free/Pro/Max); Enterprise model access inherits the published catalogue; model-tier and EU eligibility separately constrained", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "supported", "answer": "Docs list OpenAI, Anthropic, Google, Mistral and Fireworks-served models; exact enabled models depend on workspace and tier.", "evidenceIds": [ "dust:dust:models", "dust:dust:eu-models" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "partial", "answer": "The model-selection document lists GPT6.1 Sol, Claude Opus5.5/Sonnet5.5, Gemini3.8 Flash and Mistral models. Gemini4 Argon is excluded from this current-EU availability finding: its release note conflicts with the EU table, and the documented authoritative picker flag was not observed. No complete current tenant catalogue is claimed.", "evidenceIds": [ "dust:dust:models", "dust:dust:changelog", "dust:dust:eu-models", "dust:dust:pricing" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "The composer chooses a model for the next message; Agent Builder sets a persistent agent default.", "evidenceIds": [ "dust:dust:models" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "supported", "answer": "Basic/Standard/Premium use ordered candidate lists and availability fallback, not prompt-dependent task routing. A replacement indicator names the fallback during a detected outage.", "evidenceIds": [ "dust:dust:models" ] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "partial", "answer": "Conversation files support images, documents and audio transcripts; the exact input capability for every current model is not fully tabulated.", "evidenceIds": [ "dust:dust:files" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps.", "The catalogue finding is restricted to named documentation entries; conflicting Gemini4 Argon EU eligibility is an explicit gap." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:models", "dust:dust:eu-models", "dust:dust:changelog", "dust:dust:pricing", "dust:dust:files" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "In the Standard/Plus Enterprise app, Google models and opt-in, separately billed Claude models are documented; this finding excludes the universal-agent rollout.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus app model picker; excludes Starter, Workspace Gemini and the universal-agent early-access experience", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us and eu; partner models excluded from in-country regions", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "supported", "answer": "Google and Anthropic in the Standard/Plus Enterprise web app. Claude needs administrator enablement, accepted model terms and eligible pay-as-you-go overages; Starter and in-country deployments are excluded.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-releases" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "supported", "answer": "Listed options are Gemini 4 Argon, 3.8/3.7/3.6/3.5 Flash, 3.1 Pro in limited availability, 2.5 Pro, and Claude Opus/Sonnet 5.5; regional toggles apply.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-locations" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "Users get a per-conversation picker when the administrator enables model selection.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "partial", "answer": "Auto chooses by prompt complexity; the guide does not establish whether the routed model is always disclosed.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "partial", "answer": "The app accepts image/audio/video and document uploads; exact input support for every selectable partner model was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] } ], "limitations": [ "Gemini 3.1 Pro is limited availability; paid partner models are disabled by default.", "October 15 Enterprise release notes explicitly announce Claude GA for this app. The marketing universal-agent experience describes third-party choice as early access; its entitlement is outside this claim. The listed Google models include limited-availability Gemini 3.1 Pro, so no single GA state is asserted for the whole model list." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-locations", "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-releases" ] } ] }, { "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": "dust", "claimId": "dust:MOD-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The public changelog and exact agent model selection are documented; release-lag and removal notice remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web 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? The dated changelog and model-selection docs were checked; last-three-release/provider lag measurements and a fixed advance deprecation-notice period were not established.", "evidenceIds": [] }, { "id": "changelog", "question": "Is there a dated public model changelog?", "support": "supported", "answer": "The public changelog contains dated model releases including Gemini 4 Argon on October 14, 2026.", "evidenceIds": [ "dust:dust:changelog" ] }, { "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? The dated changelog and model-selection docs were checked; last-three-release/provider lag measurements and a fixed advance deprecation-notice period were not established.", "evidenceIds": [] }, { "id": "version_pinning", "question": "Can an admin keep an older model version?", "support": "partial", "answer": "An agent can select a specific model and keeps it until changed, subject to continued provider/workspace availability. No indefinite old-version entitlement is established.", "evidenceIds": [ "dust:dust:models" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:changelog", "dust:dust:models" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:MOD-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A dated product changelog establishes model arrivals and regional removals; a comparable three-release lag dataset was not obtained.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "release_lag_days", "question": "What was the lag for each of the last three major releases, per provider?", "support": "unknown", "answer": "Unknown. Enterprise arrival dates exist, but provider GA dates for three recent major releases per offered provider were not assembled; no median is calculated.", "evidenceIds": [] }, { "id": "changelog", "question": "Is there a dated public model changelog?", "support": "supported", "answer": "The public release log dates model changes, including Claude app availability on 2026-10-15.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-releases" ] }, { "id": "deprecation_notice", "question": "How much notice is given before a model is removed?", "support": "partial", "answer": "Notes include an announced 14-day Flash removal that was postponed, and a 2026-10-20 regional Pro removal; no uniform guaranteed notice was established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-releases" ] }, { "id": "version_pinning", "question": "Can an admin keep an older model version?", "support": "unknown", "answer": "Unknown. The model-toggle and release guides do not promise retention of a particular older model revision.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: release_lag_days, version_pinning." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-releases" ] } ] }, { "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": "dust", "claimId": "dust:MOD-03", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise: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": "dust", "claimId": "dust:MOD-04", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:MOD-04", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "dust", "claimId": "dust:MOD-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Admins cap models by workspace, group and member, with explicit published-agent exceptions and credit limits.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?", "support": "supported", "answer": "Model access ceilings apply to the workspace, groups or individuals and cover reasoning efforts as well as auto selections.", "evidenceIds": [ "dust:dust:tiers" ] }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?", "support": "partial", "answer": "EU-only mode restricts all active agents and pickers to EU-hosted models. Spaces bound knowledge and agent access; arbitrary per-data-class model rules were not established.", "evidenceIds": [ "dust:dust:eu-models", "dust:dust:spaces" ] }, { "id": "default_model", "question": "Can admins set the default model?", "support": "supported", "answer": "Builders configure an agent default, which may be exact or Basic/Standard/Premium. Composer changes do not edit it for others.", "evidenceIds": [ "dust:dust:models" ] }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?", "support": "supported", "answer": "Free seats have 500 lifetime credits, Pro 8,000/month and Max 40,000/month, plus applicable shared-pool rules and member spend limits.", "evidenceIds": [ "dust:dust:credits", "dust:dust:credit-management" ] }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?", "support": "supported", "answer": "Members block when applicable sources/caps are exhausted. A message begun under a cap can finish above it; new messages then block. A separate root-task checkpoint can pause at 600 AWU.", "evidenceIds": [ "dust:dust:credit-management", "dust:dust:credits" ] } ], "limitations": [ "No two-user enforcement test. Published agents can run above member tiers if the separate admin setting permits it." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:tiers", "dust:dust:eu-models", "dust:dust:spaces", "dust:dust:models", "dust:dust:credits", "dust:dust:credit-management" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:MOD-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "App model toggles, shared pools and optional single-user quota limits are documented; group model/data allowlists remain unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?", "support": "unknown", "answer": "Unknown. Model toggles are app-level in the retrieved guide; a two-group restriction test and direct group-level model policy were not verified.", "evidenceIds": [] }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?", "support": "unknown", "answer": "Unknown. No source-to-model routing restriction was established in the model and connector guides.", "evidenceIds": [] }, { "id": "default_model", "question": "Can admins set the default model?", "support": "unknown", "answer": "Unknown. Auto is documented as the user-facing default, but an administrator-set default model was not established.", "evidenceIds": [] }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?", "support": "supported", "answer": "Standard/Plus retain shared edition/project/location pools of 160/200 assistant queries per seat/day. Since October 22, admins can also configure a single-user quota multiplier for an edition/location. AI developer tools are excluded from that multiplier.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:r4-single-user-quotas", "gemini-enterprise:gemini-enterprise:r4-single-user-enforcement" ] }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?", "support": "supported", "answer": "A single-user limit can stop the exhausted feature for that user while other features/users continue within the pool; overage configuration changes exhaustion behavior. A depleted shared pool needs paid overages, and project spend caps retain delayed enforcement.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r4-single-user-enforcement", "gemini-enterprise:gemini-enterprise:g-budget" ] } ], "limitations": [ "Remaining atomic gaps: model_allowlist_by_group, data_bound_models, default_model." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-25", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:g-budget", "gemini-enterprise:gemini-enterprise:r4-single-user-quotas", "gemini-enterprise:gemini-enterprise:r4-single-user-enforcement" ] } ] }, { "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": "dust", "claimId": "dust:KNOW-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Conversation files and code/OCR handling are documented; conflicting effective upload caps are explicitly unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "formats", "question": "Which formats are accepted?", "support": "supported", "answer": "Conversation uploads accept documents/PDF, text/code, Excel/CSV/TSV, images and supported audio. Direct video uploads are explicitly excluded by the limits FAQ.", "evidenceIds": [ "dust:dust:files", "dust:dust:file-limits" ] }, { "id": "limits", "question": "What size and count limits apply per file and chat?", "support": "unknown", "answer": "Effective image/audio/tabular maximums and file counts are unknown: Conversation Files lists5/25/50MB while File size limits lists20/100/350MB. Both mention50MB general data files, but neither resolves the actual current per-plan upload route. No logged-in upload test was performed.", "evidenceIds": [] }, { "id": "ocr", "question": "Are scanned PDFs read?", "support": "partial", "answer": "Computer documents OCR for English, French and mixed scans with page-level caveats. Drive connector itself ignores image-only files; upload to a conversation is the documented route.", "evidenceIds": [ "dust:dust:computer", "dust:dust:drive" ] }, { "id": "spreadsheets", "question": "Are Excel tables read with structure intact?", "support": "partial", "answer": "Computer can read, calculate and edit uploaded Excel with code. Formula/style preservation must be checked; no fixture fidelity result is available.", "evidenceIds": [ "dust:dust:computer" ] }, { "id": "full_vs_chunked", "question": "Is the whole file used or only retrieved parts, and does the user see which?", "support": "partial", "answer": "Conversation uploads are not indexed in workspace sources. Computer can inspect full files, while knowledge search retrieves relevant context; complete chunk visibility was not verified.", "evidenceIds": [ "dust:dust:files", "dust:dust:computer", "dust:dust:search" ] } ], "limitations": [ "No common PDF/scan/Excel/PowerPoint fixture run.", "Do not use either disputed cap set as the effective Business upload limit." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:files", "dust:dust:file-limits", "dust:dust:computer", "dust:dust:drive", "dust:dust:search" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The assistant accepts common documents and multimodal files; spreadsheet processing can run code, subject to byte and context limits.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "formats", "question": "Which formats are accepted?", "support": "supported", "answer": "PDF, DOCX, XLSX, CSV, PPTX, TXT, Markdown, JSON, common code files, PNG/JPEG, MP4 and MP3 are listed.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "limits", "question": "What size and count limits apply per file and chat?", "support": "partial", "answer": "Examples: PDF/PPTX 100 MB, XLSX 50 MB decompressed, CSV 7 MB, DOCX 3 MB, images 30 MB, audio/video 200 MB; combined chat context is 800,000 tokens. File-count limit was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "ocr", "question": "Are scanned PDFs read?", "support": "unknown", "answer": "Unknown. The upload guide lists PDF support, but a scanned-PDF fixture was not run and chat OCR completeness was not established.", "evidenceIds": [] }, { "id": "spreadsheets", "question": "Are Excel tables read with structure intact?", "support": "partial", "answer": "The guide describes conversion of each worksheet into a table and code-based analysis for large sheets; formula/layout fidelity was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "full_vs_chunked", "question": "Is the whole file used or only retrieved parts, and does the user see which?", "support": "partial", "answer": "Direct attachments consume combined context; indexed data stores use retrieval instead. The exact visible coverage of each uploaded long file was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-connect-overview" ] } ], "limitations": [ "Remaining atomic gaps: ocr." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-connect-overview" ] } ] }, { "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": "dust", "claimId": "dust:KNOW-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Spaces persist shared knowledge and bind it to agent tools.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?", "support": "supported", "answer": "Open and restricted Spaces retain connected sources, folders and other data across conversations.", "evidenceIds": [ "dust:dust:spaces" ] }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?", "support": "supported", "answer": "Open Spaces are workspace-wide; restricted Spaces have explicit members or provisioned groups.", "evidenceIds": [ "dust:dust:spaces" ] }, { "id": "size_limits", "question": "What are the collection limits?", "support": "partial", "answer": "Business supports five Spaces and Enterprise 100. Complete per-Space storage/document quotas were not established.", "evidenceIds": [ "dust:dust:spaces" ] }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?", "support": "supported", "answer": "An agent tool can use selected Space data; Space membership governs agent visibility and use.", "evidenceIds": [ "dust:dust:spaces" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:spaces" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-02", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Projects retain shared knowledge and custom agents accept attached knowledge, with separate limits.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?", "support": "supported", "answer": "Projects persist uploaded documents, Drive links, notes and enabled connector sources across private chats.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects" ] }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?", "support": "supported", "answer": "Project owners invite individual members; custom agents can be shared to users or groups when enabled.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects", "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "size_limits", "question": "What are the collection limits?", "support": "supported", "answer": "Projects allow 50 files/links; pooled data-store storage is 30 GiB/Standard seat or 75 GiB/Plus seat.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects", "gemini-enterprise:gemini-enterprise:g-editions" ] }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?", "support": "supported", "answer": "Chat agents have a Knowledge section for uploaded files and can use enabled connected data.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-agents" ] } ], "limitations": [], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects", "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-editions", "gemini-enterprise:gemini-enterprise:g-agents" ] } ] }, { "id": "KNOW-03", "title": "Enterprise connectors", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "List each connector separately with plan, availability and setup owner: SharePoint, OneDrive, Outlook, Teams, Google Drive, Gmail, Confluence, Jira, Notion, Box, Salesforce, ServiceNow, file shares. Record whether the vendor or a third party (or the customer via MCP) provides it, and whether it needs admin consent. A connector listed on a roadmap or partner page is `announced`. An on-prem connector or gateway proves access to local data, not a self-hosted platform (DATA-02).", "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?" }, { "id": "google_workspace", "question": "Which Google sources are connected?" }, { "id": "atlassian", "question": "Confluence and Jira?" }, { "id": "other_systems", "question": "Which other business systems?" }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?" }, { "id": "connector_provider", "question": "Who builds and maintains each connector?" } ], "products": [ { "productId": "dust", "claimId": "dust:KNOW-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Managed content connectors coexist with MCP tools and beta imports; Microsoft content indexing is account-scoped.", "availability": "generally-available", "delivery": "official-integration", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business: up to3 connections and5 remote MCP servers; Enterprise: unlimited connection/MCP packaging; beta imports identified separately", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?", "support": "partial", "answer": "The Microsoft connection syncs selected SharePoint drives/documents within the connecting account permissions. Teams-associated SharePoint content is described; this does not establish Outlook mail or all Teams messages as indexed sources.", "evidenceIds": [ "dust:dust:microsoft" ] }, { "id": "google_workspace", "question": "Which Google sources are connected?", "support": "partial", "answer": "Drive documents, Sheets, Slides and text PDFs can sync. Gmail is separately available as an MCP tool in the credits/tool catalog, not established as the same managed content index.", "evidenceIds": [ "dust:dust:drive", "dust:dust:credits" ] }, { "id": "atlassian", "question": "Confluence and Jira?", "support": "partial", "answer": "Confluence indexes selected global spaces, excluding restricted pages. Jira has a beta custom import and MCP tool route; do not count the beta import as a general managed connector.", "evidenceIds": [ "dust:dust:confluence", "dust:dust:jira", "dust:dust:credits" ] }, { "id": "other_systems", "question": "Which other business systems?", "support": "partial", "answer": "Documented routes include managed Slack/Notion/GitHub and Salesforce/Zendesk/Snowflake sources/tools. BigQuery specifically uses a dedicated-service-account table-query connection: Dust keeps metadata, not a synchronized table-content index; queries stay within the chosen BigQuery dataset location and Space admins select tables. General Business/Enterprise connection limits apply; a BigQuery-specific commercial add-on is not separately specified.", "evidenceIds": [ "dust:dust:sources", "dust:dust:credits", "dust:dust:r2-bigquery", "dust:dust:pricing" ] }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?", "support": "partial", "answer": "Admins can connect a customer-hosted MCP server at a reachable secured URL. This is tool access, not evidence of a native SMB/file-share connector or on-premises Dust deployment.", "evidenceIds": [ "dust:dust:tools" ] }, { "id": "connector_provider", "question": "Who builds and maintains each connector?", "support": "supported", "answer": "Dust manages built-in connections; external MCP servers can be vendor/community/customer hosted and authenticated separately.", "evidenceIds": [ "dust:dust:permissions", "dust:dust:tools" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps.", "Managed sources, metadata/table-query connections, MCP tools and beta imports are separate routes; no all-systems managed-index promise." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:microsoft", "dust:dust:drive", "dust:dust:credits", "dust:dust:confluence", "dust:dust:jira", "dust:dust:sources", "dust:dust:r2-bigquery", "dust:dust:pricing", "dust:dust:tools", "dust:dust:permissions" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-03", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Google lists enterprise connectors by individual launch stage; a source connector is distinct from an Office add-in.", "availability": "unknown", "delivery": "official-integration", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?", "support": "supported", "answer": "SharePoint, OneDrive, Outlook and Teams connectors are listed GA for the full connector editions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connectors" ] }, { "id": "google_workspace", "question": "Which Google sources are connected?", "support": "supported", "answer": "Drive, Gmail and Calendar are GA; Google Chat is public preview.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connectors" ] }, { "id": "atlassian", "question": "Confluence and Jira?", "support": "supported", "answer": "Confluence Cloud/Data Center and Jira Cloud/Data Center are listed GA.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connectors" ] }, { "id": "other_systems", "question": "Which other business systems?", "support": "supported", "answer": "GA examples include Box, Dropbox, GitHub, HubSpot, Monday, Slack and ServiceNow; Notion and Salesforce-related offerings require source-specific preview checks.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connectors" ] }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?", "support": "supported", "answer": "Private Service Connect connects customer-hosted sources on-premises or across clouds; Data Center connectors are also listed.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-selfhosted-data", "gemini-enterprise:gemini-enterprise:g-connectors" ] }, { "id": "connector_provider", "question": "Who builds and maintains each connector?", "support": "supported", "answer": "Google publishes connector setup and required source permissions. Preview/custom MCP routes can depend on third-party servers and their separate terms.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connectors", "gemini-enterprise:gemini-enterprise:g-connect-overview" ] } ], "limitations": [], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connectors", "gemini-enterprise:gemini-enterprise:g-selfhosted-data", "gemini-enterprise:gemini-enterprise:g-connect-overview" ] } ] }, { "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": "dust", "claimId": "dust:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Knowledge access is documented through connection-account scope and Dust Spaces; per-user source-ACL mirroring is unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "partial", "answer": "Drive and Microsoft content available to Dust follows the connecting account and admin-selected data. Users then access agent knowledge through Space membership. Individual source ACL inheritance for each querying user was not established.", "evidenceIds": [ "dust:dust:drive", "dust:dust:microsoft", "dust:dust:permissions" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "supported", "answer": "Managed content is synchronized under the connection identity and gated through open/restricted Spaces; personal tool credentials are a separate per-user route.", "evidenceIds": [ "dust:dust:permissions", "dust:dust:credentials" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "unknown", "answer": "How quickly does a removed permission take effect? No two-user restricted-document or revocation fixture was run. Checked connector/Space docs did not establish per-query source ACL mirrors, a source-permission revocation SLA, or Microsoft Purview-label enforcement.", "evidenceIds": [] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "supported", "answer": "Admins choose connector folders/documents/sites and control restricted Space membership.", "evidenceIds": [ "dust:dust:spaces", "dust:dust:microsoft" ] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "unknown", "answer": "Are Microsoft Purview or similar labels respected? No two-user restricted-document or revocation fixture was run. Checked connector/Space docs did not establish per-query source ACL mirrors, a source-permission revocation SLA, or Microsoft Purview-label enforcement.", "evidenceIds": [] } ], "limitations": [ "Connector access through one account is not counted as demonstrated per-user source permission preservation." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:drive", "dust:dust:microsoft", "dust:dust:permissions", "dust:dust:credentials", "dust:dust:spaces" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The docs describe permission-aware retrieval and source-label inspection; enforcement after revocation has not been observed.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "partial", "answer": "Docs promise per-user access; projects preserve linked-source ACLs. No two-user restricted-document test was run.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects", "gemini-enterprise:gemini-enterprise:g-connect-overview" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "supported", "answer": "Ingested stores synchronize identity/ACL data; federated stores query sources. Exact enforcement differs by connector.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "unknown", "answer": "Unknown. Identity sync schedules are configurable, but no end-to-end permission-revocation propagation test was run.", "evidenceIds": [] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "unknown", "answer": "Unknown. Connector configuration varies; a complete verified site/folder exclusion matrix was not obtained.", "evidenceIds": [] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "supported", "answer": "Sensitive Data Protection can inspect Microsoft sensitivity and Workspace metadata labels; encrypted Microsoft files cannot be decrypted for inspection.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dlp" ] } ], "limitations": [ "Remaining atomic gaps: revocation_delay, admin_scope_controls." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects", "gemini-enterprise:gemini-enterprise:g-connect-overview", "gemini-enterprise:gemini-enterprise:g-dlp" ] } ] }, { "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": "dust", "claimId": "dust:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Managed connectors copy and synchronize content, with source-specific refresh and deletion timing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "supported", "answer": "Connections synchronize content into Dust; conversation uploads remain scoped to the chat. MCP tools can access live services separately.", "evidenceIds": [ "dust:dust:permissions", "dust:dust:files", "dust:dust:tools" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "supported", "answer": "Microsoft describes five-minute sync cycles; Drive says a few minutes; Confluence describes event updates plus an approximate hourly check.", "evidenceIds": [ "dust:dust:microsoft", "dust:dust:drive", "dust:dust:confluence" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "partial", "answer": "Microsoft changes/deletions appear on a subsequent sync and large batches can take longer. Drive deletions occur during its sync. No measured end-to-end bound was tested.", "evidenceIds": [ "dust:dust:microsoft", "dust:dust:drive" ] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "partial", "answer": "Dust markets EU or US hosting; exact per-index country, cloud provider and backup location were not established.", "evidenceIds": [ "dust:dust:security" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:permissions", "dust:dust:files", "dust:dust:tools", "dust:dust:microsoft", "dust:dust:drive", "dust:dust:confluence", "dust:dust:security" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Both federated and copied-index connectors exist; deletion and ACL freshness must be scoped to the connector and sync mode.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "supported", "answer": "Administrators choose federation or ingestion where the data source supports it; ingested stores copy entities and identity data.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "supported", "answer": "Default incremental sync is every 3 hours; full and identity schedules are configurable, including identity intervals as short as 30 minutes.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "partial", "answer": "Full sync handles deletions; ordinary incremental sync excludes deletions and identity updates. Actual change-to-answer delay was not measured.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview" ] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "supported", "answer": "Ingested store location is selected as global/us/eu, subject to documented regional limits.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview", "gemini-enterprise:gemini-enterprise:g-locations" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview", "gemini-enterprise:gemini-enterprise:g-locations" ] } ] }, { "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": "dust", "claimId": "dust:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Knowledge and research tools cite sources; observed retrieval quality remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "supported", "answer": "Deep-dive documents citations to documents, web pages and data queries.", "evidenceIds": [ "dust:dust:deep" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "Do the cited passages support the answer? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.", "evidenceIds": [] }, { "id": "cross_language", "question": "Does a question in one language find documents in another?", "support": "unknown", "answer": "Does a question in one language find documents in another? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.", "evidenceIds": [] }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?", "support": "unknown", "answer": "Does it say when the corpus has no answer? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.", "evidenceIds": [] }, { "id": "observed_accuracy", "question": "How many of the question set were answered correctly?", "support": "unknown", "answer": "How many of the question set were answered correctly? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:deep" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Source panels and citation chips are documented; retrieval quality remains unmeasured.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "supported", "answer": "Answers expose a Sources panel and inline citations with supporting-result highlighting.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "Unknown. No shared DE/FR/EN corpus question set or two-user fixture was run; documentation is not evidence of this observed retrieval outcome.", "evidenceIds": [] }, { "id": "cross_language", "question": "Does a question in one language find documents in another?", "support": "unknown", "answer": "Unknown. No shared DE/FR/EN corpus question set or two-user fixture was run; documentation is not evidence of this observed retrieval outcome.", "evidenceIds": [] }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?", "support": "unknown", "answer": "Unknown. No shared DE/FR/EN corpus question set or two-user fixture was run; documentation is not evidence of this observed retrieval outcome.", "evidenceIds": [] }, { "id": "observed_accuracy", "question": "How many of the question set were answered correctly?", "support": "unknown", "answer": "Unknown. No shared DE/FR/EN corpus question set or two-user fixture was run; documentation is not evidence of this observed retrieval outcome.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: citation_accuracy, cross_language, no_answer_behaviour, observed_accuracy." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-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": "dust", "claimId": "dust:KNOW-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Agent-specific private memory persists across chats and can be viewed or deleted.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "custom_instructions", "question": "Can users set persistent instructions?", "support": "partial", "answer": "Agent instructions persist in the agent configuration and saved memory can contain user preferences; a separate personal global-instructions setting was not established.", "evidenceIds": [ "dust:dust:builder", "dust:dust:memory" ] }, { "id": "cross_chat_memory", "question": "Does the product remember facts across chats?", "support": "supported", "answer": "The Memory tool retains user-specific information across conversations per agent.", "evidenceIds": [ "dust:dust:memory" ] }, { "id": "user_memory_controls", "question": "Can users view, edit and delete memories?", "support": "partial", "answer": "Users can view and delete agent memories, which persist until deletion. Direct editing or a global personal off switch was not established.", "evidenceIds": [ "dust:dust:memory" ] }, { "id": "admin_memory_controls", "question": "Can admins turn memory off?", "support": "unknown", "answer": "Can admins turn memory off? The Agent Memory and governance guides were checked; an admin-wide switch to disable all memory was not established.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:builder", "dust:dust:memory" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:KNOW-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Users control saved memories and personal profiles; administrators can disable app-wide memory.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "custom_instructions", "question": "Can users set persistent instructions?", "support": "partial", "answer": "Personalization includes name/role/industry and saved facts; persistent free-form instruction scope was not fully established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-personalization" ] }, { "id": "cross_chat_memory", "question": "Does the product remember facts across chats?", "support": "supported", "answer": "The app uses past interactions and saved memories for later conversations when enabled.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-personalization" ] }, { "id": "user_memory_controls", "question": "Can users view, edit and delete memories?", "support": "supported", "answer": "Users can review, update, delete or stop referencing saved memories and disconnect sources.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-personalization" ] }, { "id": "admin_memory_controls", "question": "Can admins turn memory off?", "support": "supported", "answer": "Admins can disable Memory and personalization profiles for all app users; memory is on by default.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-personalization" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-personalization" ] } ] }, { "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": "dust", "claimId": "dust:AGT-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Custom agents have instructions, models, knowledge and tools with group-governed creation and sharing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "create_assistants", "question": "Can users create assistants with instructions, knowledge and tools?", "support": "supported", "answer": "Agent Builder configures instructions, models, knowledge and tools.", "evidenceIds": [ "dust:dust:builder" ] }, { "id": "creator_permissions", "question": "Can admins limit who creates them?", "support": "supported", "answer": "Create/publish agent and skill permissions can be Everyone, Groups or Admin only.", "evidenceIds": [ "dust:dust:governance" ] }, { "id": "sharing_scope", "question": "Can assistants be shared with users, groups or everyone?", "support": "supported", "answer": "Agents and their knowledge access are controlled by sharing and Space memberships; group governance regulates publishing.", "evidenceIds": [ "dust:dust:builder", "dust:dust:spaces", "dust:dust:governance" ] }, { "id": "catalogue", "question": "Is there an internal assistant directory?", "support": "partial", "answer": "Published/shared agents and default agents are discoverable in the workspace; exact catalog configuration was not observed.", "evidenceIds": [ "dust:dust:builder", "dust:dust:models" ] }, { "id": "prompt_library", "question": "Are shared prompt templates available?", "support": "partial", "answer": "Reusable agents and skills package instructions, knowledge and tools. A separate legacy prompt-library feature is not assumed.", "evidenceIds": [ "dust:dust:governance", "dust:dust:builder" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:builder", "dust:dust:governance", "dust:dust:spaces", "dust:dust:models" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:AGT-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Custom chat agents have instructions, knowledge and tools; app controls govern creation and sharing.", "availability": "beta", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "create_assistants", "question": "Can users create assistants with instructions, knowledge and tools?", "support": "supported", "answer": "Workflow Builder creates chat agents with instructions, knowledge and tool/source configuration.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-agents" ] }, { "id": "creator_permissions", "question": "Can admins limit who creates them?", "support": "partial", "answer": "Admins can disable chat-agent/workflow creation through app feature controls; creator-specific granular roles were not fully verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "sharing_scope", "question": "Can assistants be shared with users, groups or everyone?", "support": "supported", "answer": "Enabled agents can be shared with users/groups and published to an organization gallery, optionally requiring admin approval.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-workflow" ] }, { "id": "catalogue", "question": "Is there an internal assistant directory?", "support": "supported", "answer": "Agent Gallery lists available Google-made and organization agents.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start" ] }, { "id": "prompt_library", "question": "Are shared prompt templates available?", "support": "supported", "answer": "Reusable skills and agent starter prompts are documented; skills can be shared under admin controls.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start", "gemini-enterprise:gemini-enterprise:g-features" ] } ], "limitations": [ "The edition comparison labels no-code agent tools preview; individual features have separate release stages." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-agents", "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-workflow", "gemini-enterprise:gemini-enterprise:g-start" ] } ] }, { "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": "dust", "claimId": "dust:AGT-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust supports built-in tools, customer MCP servers and personal or shared credentials.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "builtin_tools", "question": "Which tools are built in?", "support": "supported", "answer": "Documented tools include knowledge search, table queries, web search, Computer, images, speech and agent orchestration.", "evidenceIds": [ "dust:dust:credits", "dust:dust:computer" ] }, { "id": "custom_actions", "question": "Can admins add API actions?", "support": "supported", "answer": "Admins can connect customer-written MCP tools over secured publicly reachable URLs.", "evidenceIds": [ "dust:dust:tools" ] }, { "id": "mcp_client", "question": "Can it use remote MCP servers, and with what admin control?", "support": "supported", "answer": "Admins add remote MCP servers with automatic/static OAuth or bearer-token authentication and can restrict tools to skills.", "evidenceIds": [ "dust:dust:tools" ] }, { "id": "tool_auth", "question": "Do tools act as the user or as a shared account?", "support": "supported", "answer": "Shared credentials act as one service account; personal credentials use each user OAuth after initial admin setup.", "evidenceIds": [ "dust:dust:credentials" ] }, { "id": "tool_approval", "question": "Can admins approve or block tools, and can users confirm actions before they run?", "support": "partial", "answer": "Computer network domains can require user approval; dated connector releases describe approval for writes. A universal confirmation rule for every tool and unattended trigger was not established.", "evidenceIds": [ "dust:dust:computer", "dust:dust:changelog" ] } ], "limitations": [ "No external-tool call or access-boundary fixture was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:credits", "dust:dust:computer", "dust:dust:tools", "dust:dust:credentials", "dust:dust:changelog" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:AGT-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Connector actions and remote MCP integrations are documented, with user or service-agent authentication by route.", "availability": "beta", "delivery": "official-integration", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "builtin_tools", "question": "Which tools are built in?", "support": "supported", "answer": "Built-in tools include connected-source search/actions, web grounding, research, media generation and Canvas.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start", "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "custom_actions", "question": "Can admins add API actions?", "support": "partial", "answer": "Custom MCP tools provide a documented custom-action route; an unrestricted arbitrary OpenAPI import path was not verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-mcp" ] }, { "id": "mcp_client", "question": "Can it use remote MCP servers, and with what admin control?", "support": "supported", "answer": "Admins can configure remote MCP data stores; the connector catalog labels Custom MCP Server public preview.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-mcp", "gemini-enterprise:gemini-enterprise:g-connectors" ] }, { "id": "tool_auth", "question": "Do tools act as the user or as a shared account?", "support": "supported", "answer": "Users authorize connector actions on their own account; Cloud Run MCP can authenticate the Gemini Enterprise service agent.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-actions", "gemini-enterprise:gemini-enterprise:g-mcp" ] }, { "id": "tool_approval", "question": "Can admins approve or block tools, and can users confirm actions before they run?", "support": "partial", "answer": "Admins control action availability and users authorize services; a universal confirmation policy for every mutation was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-actions" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start", "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-mcp", "gemini-enterprise:gemini-enterprise:g-connectors", "gemini-enterprise:gemini-enterprise:g-actions" ] } ] }, { "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": "dust", "claimId": "dust:AGT-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Agents can search the web and run multi-step Deep-dive research.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "web_search", "question": "Is web search available?", "support": "supported", "answer": "Web Search & Browse runs Google queries and reads result pages.", "evidenceIds": [ "dust:dust:web" ] }, { "id": "admin_toggle", "question": "Can admins disable it per organisation or group?", "support": "partial", "answer": "Web tools are selected in agent configuration; default Deep-dive can be disabled by admins. A universal per-group web-off rule was not established.", "evidenceIds": [ "dust:dust:web", "dust:dust:deep" ] }, { "id": "search_provider", "question": "Which search provider handles queries, and where?", "support": "partial", "answer": "The guide calls the search a Google query. The intermediary provider and countries handling queries/crawling were not established.", "evidenceIds": [ "dust:dust:web" ] }, { "id": "deep_research", "question": "Is multi-step research with a report available?", "support": "supported", "answer": "Deep-dive plans, spawns parallel specialists and produces a research report. It searches Company Data and cannot use Table Query.", "evidenceIds": [ "dust:dust:deep" ] }, { "id": "web_citations", "question": "Are web sources cited?", "support": "supported", "answer": "Deep-dive promises citations to web and company sources.", "evidenceIds": [ "dust:dust:deep" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:web", "dust:dust:deep" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:AGT-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Web grounding and Deep Research are documented; Google Search and Enterprise web grounding have different residency treatment.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "web_search", "question": "Is web search available?", "support": "supported", "answer": "The assistant supports Google Search or Enterprise web grounding when enabled.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure" ] }, { "id": "admin_toggle", "question": "Can admins disable it per organisation or group?", "support": "partial", "answer": "Admins can configure app-wide web grounding and its default state; group-specific policy was not verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure" ] }, { "id": "search_provider", "question": "Which search provider handles queries, and where?", "support": "supported", "answer": "The guide offers Google Search or Enterprise web search. Standard Google Search grounding is global; Enterprise web grounding supports US/EU residency.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure", "gemini-enterprise:gemini-enterprise:g-locations" ] }, { "id": "deep_research", "question": "Is multi-step research with a report available?", "support": "supported", "answer": "Deep Research plans and runs multiple searches over enterprise data and optionally web sources, then produces a report.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-research" ] }, { "id": "web_citations", "question": "Are web sources cited?", "support": "supported", "answer": "Research reports contain citations; assistant answers provide supporting-source links.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-research", "gemini-enterprise:gemini-enterprise:g-chat" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure", "gemini-enterprise:gemini-enterprise:g-locations", "gemini-enterprise:gemini-enterprise:g-research", "gemini-enterprise:gemini-enterprise:g-chat" ] } ] }, { "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": "dust", "claimId": "dust:AGT-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Agents support schedules and webhook automation with admin-created event sources.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "partial", "answer": "Agents orchestrate tools and sub-agents; external n8n and trigger workflows are documented. A separate visual multi-step chain canvas was not established.", "evidenceIds": [ "dust:dust:deep", "dust:dust:triggers", "dust:dust:changelog" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "supported", "answer": "Agents can run on recurring schedules.", "evidenceIds": [ "dust:dust:schedules" ] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "supported", "answer": "Built-in webhook sources include GitHub, Jira, Linear, Zendesk and Fathom; signed custom webhooks are supported.", "evidenceIds": [ "dust:dust:webhooks" ] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "supported", "answer": "Admins connect event sources; builders/members attach filtered triggers in Agent Builder and can use natural-language trigger creation through Dust Default.", "evidenceIds": [ "dust:dust:webhooks", "dust:dust:changelog" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:deep", "dust:dust:triggers", "dust:dust:changelog", "dust:dust:schedules", "dust:dust:webhooks" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:AGT-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Workflow Builder supports no-code/low-code chains; scheduled chat agents have a recurring credential-renewal requirement.", "availability": "beta", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "supported", "answer": "Business users build chat agents and multi-step workflows using natural language and a visual editor.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-workflow" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "supported", "answer": "Non-workflow chat agents can run recurring personal tasks in multi-regions; schedules need manual credential refresh every 14 days.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-schedule" ] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "unknown", "answer": "Unknown. Workflow documentation mentions triggers, but a verified matrix of external event types, required plans and authenticated execution boundaries was not obtained.", "evidenceIds": [] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "supported", "answer": "The documented builder supports business users through no-code interaction and more technical low-code workflow work.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-workflow" ] } ], "limitations": [ "Remaining atomic gaps: event_triggers." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-workflow", "gemini-enterprise:gemini-enterprise:g-schedule" ] } ] }, { "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": "dust", "claimId": "dust:AGT-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Multi-step agent work and visible Deep-dive progress are documented; safety controls depend on tool and trigger.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "agent_mode", "question": "Is there an agent mode for multi-step tasks?", "support": "supported", "answer": "Deep-dive plans, delegates and synthesizes, and Computer can execute deterministic file/code work.", "evidenceIds": [ "dust:dust:deep", "dust:dust:computer" ] }, { "id": "visible_steps", "question": "Are steps and tool calls shown?", "support": "supported", "answer": "Deep-dive documentation shows reasoning and sub-agent progress in real time.", "evidenceIds": [ "dust:dust:deep" ] }, { "id": "side_effect_confirmation", "question": "Must the user confirm actions with side effects?", "support": "partial", "answer": "Computer domains may require user approval and selected connector write actions ask for approval. Pods agents can also act without a human, so universal write confirmation is not claimed.", "evidenceIds": [ "dust:dust:computer", "dust:dust:changelog", "dust:dust:pods" ] }, { "id": "stop_control", "question": "Can the user stop a running task?", "support": "partial", "answer": "The 600-AWU root-task checkpoint offers Stop or Continue. A complete general stop/rollback behavior was not tested.", "evidenceIds": [ "dust:dust:credits" ] } ], "limitations": [ "No shared gather/documents/email fixture or side-effect audit was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:deep", "dust:dust:computer", "dust:dust:changelog", "dust:dust:pods", "dust:dust:credits" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:AGT-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The assistant documents multi-step tool execution and visible activity; autonomous-action safety boundaries are only partly established.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "agent_mode", "question": "Is there an agent mode for multi-step tasks?", "support": "partial", "answer": "Agents plan/search across tools and connectors; no shared multi-step fixture task was executed.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-workflow", "gemini-enterprise:gemini-enterprise:g-research" ] }, { "id": "visible_steps", "question": "Are steps and tool calls shown?", "support": "supported", "answer": "Chat shows a plan explanation and expandable tool execution activity; this is not disclosure of raw model chain-of-thought.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "side_effect_confirmation", "question": "Must the user confirm actions with side effects?", "support": "partial", "answer": "Scheduled chat agents restrict other-person actions and document paused-run approval. A consistent rule for all interactive mutations was not verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-schedule" ] }, { "id": "stop_control", "question": "Can the user stop a running task?", "support": "unknown", "answer": "Unknown. A documented universal stop/cancel control for running agents was not established from the app and workflow guides.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: stop_control." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-workflow", "gemini-enterprise:gemini-enterprise:g-research", "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-schedule" ] } ] }, { "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": "dust", "claimId": "dust:AGT-06", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Dust offers conversation/knowledge APIs, enforceable API-key caps and OAuth MCP access.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "api" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business conversation API; Enterprise adds Data Source API per pricing; MCP subject to workspace enablement", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "api", "name": "Dust APIs and MCP server", "type": "api" } ] }, "questions": [ { "id": "chat_api", "question": "Is there an API for chat and assistants?", "support": "supported", "answer": "Documented APIs retrieve/create conversations and messages with scoped API keys.", "evidenceIds": [ "dust:dust:get-conversation", "dust:dust:api-keys" ] }, { "id": "knowledge_api", "question": "Can documents be loaded through an API?", "support": "supported", "answer": "The data-source API upserts documents into scoped data sources.", "evidenceIds": [ "dust:dust:upsert" ] }, { "id": "api_governance", "question": "Do audit, budgets and model rules apply to API use?", "support": "supported", "answer": "Per-key caps reject further API usage at the limit. Model overrides obey workspace/tier rules; programmatic usage uses the workspace pool and does not count toward beta pooled group budgets.", "evidenceIds": [ "dust:dust:api-keys", "dust:dust:models", "dust:dust:credit-management" ] }, { "id": "mcp_server", "question": "Does the product expose itself to other agents over MCP?", "support": "supported", "answer": "Global and EU MCP URLs expose authorized Dust knowledge, conversations, agents, files and Pods via OAuth; admins can disable access and control redirects.", "evidenceIds": [ "dust:dust:mcp-server" ] } ], "limitations": [], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:get-conversation", "dust:dust:api-keys", "dust:dust:upsert", "dust:dust:models", "dust:dust:credit-management", "dust:dust:mcp-server" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:AGT-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Discovery Engine documents programmatic assistant and knowledge operations; parity with all UI governance remains open.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "discovery-engine-api" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "discovery-engine-api", "name": "Gemini Enterprise Discovery Engine API", "type": "api" } ] }, "questions": [ { "id": "chat_api", "question": "Is there an API for chat and assistants?", "support": "supported", "answer": "The public REST reference lists assistants, agent operations and conversational/search resources; methods span API versions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-api" ] }, { "id": "knowledge_api", "question": "Can documents be loaded through an API?", "support": "supported", "answer": "Data-store document resources support programmatic knowledge operations.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-api" ] }, { "id": "api_governance", "question": "Do audit, budgets and model rules apply to API use?", "support": "partial", "answer": "Google identity/IAM and method-specific audit logging apply; complete parity for every seat quota, model policy and budget route was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-api-auth", "gemini-enterprise:gemini-enterprise:g-audit" ] }, { "id": "mcp_server", "question": "Does the product expose itself to other agents over MCP?", "support": "unknown", "answer": "Unknown. A custom-MCP client integration is documented; a supported MCP server exposing the entire Enterprise product was not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: mcp_server." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-api", "gemini-enterprise:gemini-enterprise:g-api-auth", "gemini-enterprise:gemini-enterprise:g-audit" ] } ] }, { "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": "dust", "claimId": "dust:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Web, browser extension and Teams access are documented; native desktop/mobile availability remains unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web", "extension" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" }, { "id": "extension", "name": "Dust browser extension", "type": "browser-extension" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "Dust provides the hosted web workspace, including the EU region.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:models" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "Windows and macOS apps? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "unknown", "answer": "iOS and Android apps with SSO? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.", "evidenceIds": [] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "supported", "answer": "The extension guide covers Chrome, Firefox and Chromium browsers.", "evidenceIds": [ "dust:dust:browser" ] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "unknown", "answer": "Can IT deploy and configure clients through MDM? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.", "evidenceIds": [] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "unknown", "answer": "Which features are missing on mobile? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:models", "dust:dust:browser" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Web and managed mobile access are documented; desktop-app availability is entangled with the wider early-access rollout.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web", "enterprise-mobile" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" }, { "id": "enterprise-mobile", "name": "Gemini Enterprise mobile app", "type": "mobile" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "The Enterprise web app is a documented access path.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "Unknown. The wider marketing page describes desktop early access, but a released Standard/Plus desktop application and its precise entitlement were not established.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "supported", "answer": "The mobile setup supports iOS/Android MDM configuration with Google and third-party identities.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-mobile" ] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "unknown", "answer": "Unknown. Chrome address-bar integration appears in historical release notes, but current extension package, licence and feature parity were not reverified.", "evidenceIds": [] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "supported", "answer": "Admins can distribute/configure mobile access using MDM configuration keys, QR codes or links.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-mobile" ] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "partial", "answer": "Canvas is explicitly unavailable on mobile; a complete web/mobile parity matrix was not obtained.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-canvas" ] } ], "limitations": [ "Remaining atomic gaps: desktop_apps, browser_extension." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start", "gemini-enterprise:gemini-enterprise:g-mobile", "gemini-enterprise:gemini-enterprise:g-canvas" ] } ] }, { "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": "dust", "claimId": "dust:WORK-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "An official Teams integration runs agents in Teams; document connectors do not imply Office add-ins.", "availability": "generally-available", "delivery": "official-integration", "scope": { "surfaceIds": [ "teams" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "teams", "name": "Dust in Microsoft Teams", "type": "teams-app" } ] }, "questions": [ { "id": "word_excel_powerpoint", "question": "Does it work inside Word, Excel and PowerPoint?", "support": "unknown", "answer": "Does it work inside Word, Excel and PowerPoint? Teams and Microsoft connector guides were checked. Embedded assistance inside Word/Excel/PowerPoint, Outlook, Docs/Sheets/Gmail was not established; MCP tool access is recorded separately.", "evidenceIds": [] }, { "id": "outlook", "question": "Does it work inside Outlook?", "support": "unknown", "answer": "Does it work inside Outlook? Teams and Microsoft connector guides were checked. Embedded assistance inside Word/Excel/PowerPoint, Outlook, Docs/Sheets/Gmail was not established; MCP tool access is recorded separately.", "evidenceIds": [] }, { "id": "teams", "question": "Is there a Teams app or bot?", "support": "supported", "answer": "Dust in Teams has an official integration guide and admin setup.", "evidenceIds": [ "dust:dust:teams" ] }, { "id": "google_workspace_apps", "question": "Does it work inside Docs, Sheets or Gmail?", "support": "unknown", "answer": "Does it work inside Docs, Sheets or Gmail? Teams and Microsoft connector guides were checked. Embedded assistance inside Word/Excel/PowerPoint, Outlook, Docs/Sheets/Gmail was not established; MCP tool access is recorded separately.", "evidenceIds": [] }, { "id": "licence_prerequisites", "question": "Which licences or consents are needed?", "support": "partial", "answer": "The Teams guide requires integration/admin authorization in a Dust workspace. Extra Microsoft/Dust licence charges were not established.", "evidenceIds": [ "dust:dust:teams" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:teams" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Gemini Enterprise agent access in a Workspace side panel and a custom Gmail/Chat add-on route are documented. Exact native editor coverage and Office clients remain unverified.", "availability": "unknown", "delivery": "official-integration", "scope": { "surfaceIds": [ "enterprise-web", "discovery-engine-api", "workspace-agent-integration" ], "version": "Public Workspace admin guide and official Gemini Enterprise integration codelab retrieved 2026-10-26", "plan": "Gemini Enterprise Standard/Plus and separately eligible Google Workspace accounts for the documented custom integration; native per-editor entitlement matrix unverified", "addOns": [ "Separate Google Workspace account/subscription", "Customer-built Apps Script add-on and Cloud project/API permissions where using the codelab route" ], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" }, { "id": "discovery-engine-api", "name": "Gemini Enterprise Discovery Engine API", "type": "api" }, { "id": "workspace-agent-integration", "name": "Gemini Enterprise agents in Workspace side panel or customer-built Workspace add-on", "type": "official-integration" } ] }, "questions": [ { "id": "word_excel_powerpoint", "question": "Does it work inside Word, Excel and PowerPoint?", "support": "unknown", "answer": "Unresolved on 2026-10-26. Searched https://cloud.google.com/gemini-enterprise/faq , https://docs.cloud.google.com/gemini/enterprise/docs/connectors/ms-teams , https://knowledge.workspace.google.com/admin/generative-ai/gemini-enterprise/turn-gemini-enterprise-on-or-off-for-users and https://codelabs.developers.google.com/ge-gws-agents . The documented Microsoft routes are connector search/actions, while the demonstrated embedded UI is a customer-built Google Workspace add-on. No first-party native Office/Outlook/Teams assistant client and its in-editor data/consent contract were established.", "evidenceIds": [] }, { "id": "outlook", "question": "Does it work inside Outlook?", "support": "unknown", "answer": "Unresolved on 2026-10-26. Searched https://cloud.google.com/gemini-enterprise/faq , https://docs.cloud.google.com/gemini/enterprise/docs/connectors/ms-teams , https://knowledge.workspace.google.com/admin/generative-ai/gemini-enterprise/turn-gemini-enterprise-on-or-off-for-users and https://codelabs.developers.google.com/ge-gws-agents . The documented Microsoft routes are connector search/actions, while the demonstrated embedded UI is a customer-built Google Workspace add-on. No first-party native Office/Outlook/Teams assistant client and its in-editor data/consent contract were established.", "evidenceIds": [] }, { "id": "teams", "question": "Is there a Teams app or bot?", "support": "unknown", "answer": "Unresolved on 2026-10-26. Searched https://cloud.google.com/gemini-enterprise/faq , https://docs.cloud.google.com/gemini/enterprise/docs/connectors/ms-teams , https://knowledge.workspace.google.com/admin/generative-ai/gemini-enterprise/turn-gemini-enterprise-on-or-off-for-users and https://codelabs.developers.google.com/ge-gws-agents . The documented Microsoft routes are connector search/actions, while the demonstrated embedded UI is a customer-built Google Workspace add-on. No first-party native Office/Outlook/Teams assistant client and its in-editor data/consent contract were established.", "evidenceIds": [] }, { "id": "google_workspace_apps", "question": "Does it work inside Docs, Sheets or Gmail?", "support": "partial", "answer": "Google’s admin guide explicitly permits Gemini Enterprise agents in a side panel for enabled licensed users. An official codelab demonstrates a custom Apps Script/StreamAssist add-on in Gmail and Chat with current-message context; Docs/Sheets/Slides are stated extension targets. A shipped native editing contract for each editor was not established, and the distinct Gemini-in-Workspace product is not inherited.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r5-workspace-agent-access", "gemini-enterprise:gemini-enterprise:r5-workspace-custom-addon", "gemini-enterprise:gemini-enterprise:r5-offer-boundaries" ] }, { "id": "licence_prerequisites", "question": "Which licences or consents are needed?", "support": "partial", "answer": "Gemini Enterprise licences are separate from Google Workspace subscriptions. The custom integration tutorial requires enabled Enterprise Standard/Plus, a billed Cloud project, Workspace Business/Enterprise with Chat and smart features, and authorized APIs/scopes. Workspace admins separately control service access and Workspace-data access; these prerequisites do not license an embedded Office client.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r5-workspace-agent-access", "gemini-enterprise:gemini-enterprise:r5-workspace-custom-addon" ] } ], "limitations": [ "The official sample demonstrates Gmail/Chat and calls Docs/Sheets/Slides extension targets; no per-editor deployment or entitlement fixture was run.", "Side-panel agent availability is documented, but a full shipped native editor feature matrix and Word/Excel/PowerPoint/Outlook/Teams assistant clients remain unverified.", "The custom add-on requires deployment, authentication/permissions and production hardening; connector actions alone do not establish an embedded editor." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-25", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r5-workspace-agent-access", "gemini-enterprise:gemini-enterprise:r5-workspace-custom-addon", "gemini-enterprise:gemini-enterprise:r5-offer-boundaries" ] } ] }, { "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": "dust", "claimId": "dust:WORK-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Agents can perform language work, but document-translation fidelity and controlled terminology are untested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web 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? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.", "evidenceIds": [] }, { "id": "translation_engine", "question": "Which engine translates?", "support": "unknown", "answer": "Which engine translates? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.", "evidenceIds": [] }, { "id": "glossaries", "question": "Are company glossaries supported?", "support": "unknown", "answer": "Are company glossaries supported? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.", "evidenceIds": [] }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?", "support": "unknown", "answer": "Can formality and regional variants (de-CH) be set? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.", "evidenceIds": [] }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?", "support": "partial", "answer": "Configurable agent instructions and Computer document editing support writing workflows; a separate dedicated proofreading product was not established.", "evidenceIds": [ "dust:dust:builder", "dust:dust:computer" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:builder", "dust:dust:computer" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Canvas provides tone/length adjustments and instructed rewriting. Layout-preserving document translation, a dedicated engine and a corporate glossary in the Enterprise app remain unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "document_translation", "question": "Can whole documents be translated with formatting kept?", "support": "unknown", "answer": "Unresolved on 2026-10-26. Re-read https://docs.cloud.google.com/gemini/enterprise/docs/assistant-canvas , https://cloud.google.com/gemini-enterprise/faq and https://docs.cloud.google.com/translate/docs/advanced/translate-documents , with targeted Enterprise-doc searches for translation/glossary. Canvas documents generation/editing/export, not a source-layout-preserving translation or maintained company glossary. Cloud Translation Advanced is a separate API with project/authentication prerequisites; no built-in or included Enterprise-app mapping was established. No shared translation/glossary fixture was run.", "evidenceIds": [] }, { "id": "translation_engine", "question": "Which engine translates?", "support": "unknown", "answer": "Unresolved on 2026-10-26. Re-read https://docs.cloud.google.com/gemini/enterprise/docs/assistant-canvas , https://cloud.google.com/gemini-enterprise/faq and https://docs.cloud.google.com/translate/docs/advanced/translate-documents , with targeted Enterprise-doc searches for translation/glossary. Canvas documents generation/editing/export, not a source-layout-preserving translation or maintained company glossary. Cloud Translation Advanced is a separate API with project/authentication prerequisites; no built-in or included Enterprise-app mapping was established. No shared translation/glossary fixture was run.", "evidenceIds": [] }, { "id": "glossaries", "question": "Are company glossaries supported?", "support": "unknown", "answer": "Unresolved on 2026-10-26. Re-read https://docs.cloud.google.com/gemini/enterprise/docs/assistant-canvas , https://cloud.google.com/gemini-enterprise/faq and https://docs.cloud.google.com/translate/docs/advanced/translate-documents , with targeted Enterprise-doc searches for translation/glossary. Canvas documents generation/editing/export, not a source-layout-preserving translation or maintained company glossary. Cloud Translation Advanced is a separate API with project/authentication prerequisites; no built-in or included Enterprise-app mapping was established. No shared translation/glossary fixture was run.", "evidenceIds": [] }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?", "support": "partial", "answer": "Canvas provides a Change tone slider and selected-text instructions, so tone can be adjusted. A documented de-CH variant preset, deterministic terminology control or Swiss-language quality result was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r5-canvas-tone" ] }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?", "support": "supported", "answer": "Canvas supports direct edits, selected-text rewriting and tone/length adjustments with exported editable documents.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-canvas" ] } ], "limitations": [ "Canvas editing and DOCX/PDF export do not establish preserved source-document layout during translation.", "Cloud Translation Advanced documents formatted-document translation and glossaries as a separate API; no included Enterprise-app feature or engine relationship was verified.", "No shared DE-to-FR/IT translation, terminology or Swiss-language fixture was run." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-25", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-canvas", "gemini-enterprise:gemini-enterprise:r5-canvas-tone", "gemini-enterprise:gemini-enterprise:r5-translation-separate-api" ] } ] }, { "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": "dust", "claimId": "dust:WORK-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Image tools use reference images and parallel generation; exact model and output-right terms need further evidence.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "image_generation", "question": "Can users generate images, with which models?", "support": "partial", "answer": "Image Generation is a configurable agent capability with SynthID-marked output. The exact current model identifier is not named in the checked guide.", "evidenceIds": [ "dust:dust:images" ] }, { "id": "image_editing", "question": "Can users edit uploaded images?", "support": "partial", "answer": "Uploaded and prior generated images can be used as references, with up to 14 references. Precise inpainting/masking controls were not established.", "evidenceIds": [ "dust:dust:images" ] }, { "id": "admin_control", "question": "Can admins restrict image generation?", "support": "partial", "answer": "Builders enable image tools in an agent, while group governance controls who creates/publishes agents. A separate organization/group image-off switch was not established.", "evidenceIds": [ "dust:dust:images", "dust:dust:governance" ] }, { "id": "usage_terms", "question": "What usage rights apply to output?", "support": "unknown", "answer": "What usage rights apply to output? The image guide and legal entry points were checked. Current model identifier, per-image tariff and contractual output usage rights were not established.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:images", "dust:dust:governance" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Admins can enable image models; location and paid-usage conditions vary.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "image_generation", "question": "Can users generate images, with which models?", "support": "supported", "answer": "Listed image options are Gemini 2.5 Flash image, Gemini 3 Pro image and Gemini 3.1 Flash image; Nano Banana Pro is global-only.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-locations" ] }, { "id": "image_editing", "question": "Can users edit uploaded images?", "support": "unknown", "answer": "Unknown. General image generation is documented; precise uploaded-image editing/inpainting controls and per-model entitlement were not established.", "evidenceIds": [] }, { "id": "admin_control", "question": "Can admins restrict image generation?", "support": "supported", "answer": "App feature controls enable/disable image generation and select the image model.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "usage_terms", "question": "What usage rights apply to output?", "support": "partial", "answer": "Google Cloud Generated Output terms apply; third-party links and underlying rights are not transferred by the service terms.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-terms" ] } ], "limitations": [ "Remaining atomic gaps: image_editing." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features", "gemini-enterprise:gemini-enterprise:g-locations", "gemini-enterprise:gemini-enterprise:g-terms" ] } ] }, { "id": "WORK-05", "title": "Voice and meetings", "group": { "id": 4, "name": "Daily work" }, "judgment": "Record dictation, read-aloud, live voice conversation, meeting transcription and summarisation, supported languages including Swiss German speech, and where audio is processed.", "questions": [ { "id": "dictation", "question": "Can users dictate prompts?" }, { "id": "read_aloud", "question": "Can answers be read aloud?" }, { "id": "voice_conversation", "question": "Is a live voice mode available?" }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?" }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?" } ], "products": [ { "productId": "dust", "claimId": "dust:WORK-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Speech generation and meeting-transcript integrations are documented; live voice and Swiss German recognition remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "dictation", "question": "Can users dictate prompts?", "support": "unknown", "answer": "Can users dictate prompts? Speech, upload and meeting guides were checked. Prompt dictation, live two-way voice, Swiss German accuracy and audio-processing countries were not established.", "evidenceIds": [] }, { "id": "read_aloud", "question": "Can answers be read aloud?", "support": "partial", "answer": "Speech Generator converts written text to MP3 audio with selectable voices/languages; a one-click read-aloud mode for all responses was not established.", "evidenceIds": [ "dust:dust:speech" ] }, { "id": "voice_conversation", "question": "Is a live voice mode available?", "support": "unknown", "answer": "Is a live voice mode available? Speech, upload and meeting guides were checked. Prompt dictation, live two-way voice, Swiss German accuracy and audio-processing countries were not established.", "evidenceIds": [] }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?", "support": "supported", "answer": "Connected Granola/Fathom/Gong/Praiz transcripts can feed summaries; private Gong transcripts are excluded. This is not a native meeting recorder claim.", "evidenceIds": [ "dust:dust:meetings" ] }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?", "support": "unknown", "answer": "Is Swiss German speech recognised? Speech, upload and meeting guides were checked. Prompt dictation, live two-way voice, Swiss German accuracy and audio-processing countries were not established.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:speech", "dust:dust:meetings" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Web dictation and mobile read-aloud are documented; live conversation and meeting workflow scope remain unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web", "enterprise-mobile" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" }, { "id": "enterprise-mobile", "name": "Gemini Enterprise mobile app", "type": "mobile" } ] }, "questions": [ { "id": "dictation", "question": "Can users dictate prompts?", "support": "supported", "answer": "Admin-enabled web speech-to-text transcribes prompts; the guide states recordings are not stored.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "read_aloud", "question": "Can answers be read aloud?", "support": "supported", "answer": "The mobile app can read generated answers aloud.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-use-mobile" ] }, { "id": "voice_conversation", "question": "Is a live voice mode available?", "support": "unknown", "answer": "Unknown. No Enterprise-app-specific source or fixture established this voice/meeting behavior; generic Gemini Live API and Workspace Meet features were not carried over.", "evidenceIds": [] }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?", "support": "unknown", "answer": "Unknown. No Enterprise-app-specific source or fixture established this voice/meeting behavior; generic Gemini Live API and Workspace Meet features were not carried over.", "evidenceIds": [] }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?", "support": "unknown", "answer": "Unknown. No Enterprise-app-specific source or fixture established this voice/meeting behavior; generic Gemini Live API and Workspace Meet features were not carried over.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: voice_conversation, meeting_summaries, swiss_german_speech." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-use-mobile" ] } ] }, { "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": "dust", "claimId": "dust:WORK-06", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Computer executes analysis and creates real Office files; Frames provide editable interactive output.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "data_analysis", "question": "Can it analyse spreadsheets with executed code?", "support": "supported", "answer": "Computer executes code to inspect and transform Excel/CSV, compute every-row results and return edited workbooks.", "evidenceIds": [ "dust:dust:computer" ] }, { "id": "charts", "question": "Can it produce charts?", "support": "supported", "answer": "Computer documents chart generation from spreadsheet data and inclusion in reports/decks.", "evidenceIds": [ "dust:dust:computer" ] }, { "id": "office_file_output", "question": "Can it create Word, Excel or PowerPoint files?", "support": "supported", "answer": "Computer creates/edits Word, Excel and PowerPoint files and returns downloadable artifacts, with fidelity caveats.", "evidenceIds": [ "dust:dust:computer" ] }, { "id": "canvas_editing", "question": "Is there a document or canvas editor for iterating on output?", "support": "supported", "answer": "Frames are persistent interactive content that can be revised through agents and shared.", "evidenceIds": [ "dust:dust:frames" ] } ], "limitations": [ "No Excel/PowerPoint fixture or artifact fidelity test. File Generation is deprecated in favor of Computer as of October 14, 2026." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:computer", "dust:dust:frames" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The assistant documents spreadsheet code execution and Canvas document/slide exports.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "data_analysis", "question": "Can it analyse spreadsheets with executed code?", "support": "partial", "answer": "Large XLSX/CSV files are analyzed with executed code and the guide says the executed code is displayed; fixture correctness was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat" ] }, { "id": "charts", "question": "Can it produce charts?", "support": "unknown", "answer": "Unknown. A chart-generation example with downloadable/editable output was not verified through the shared spreadsheet fixture.", "evidenceIds": [] }, { "id": "office_file_output", "question": "Can it create Word, Excel or PowerPoint files?", "support": "partial", "answer": "Canvas exports DOCX documents and PowerPoint slides, plus PDF/Google formats. Native XLSX output was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-canvas" ] }, { "id": "canvas_editing", "question": "Is there a document or canvas editor for iterating on output?", "support": "supported", "answer": "The web Canvas supports manual formatting and AI edits; each slide update produces a new artifact rather than modifying the old one.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-canvas" ] } ], "limitations": [ "Remaining atomic gaps: charts." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-canvas" ] } ] }, { "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": "dust", "claimId": "dust:WORK-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Pods provide shared team conversations, files and tasks; source-sharing effects still need testing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "share_chats", "question": "Can chats be shared inside the organisation?", "support": "supported", "answer": "Pod conversations are visible to all members, who can contribute.", "evidenceIds": [ "dust:dust:pod-chats" ] }, { "id": "team_spaces", "question": "Are shared projects or workspaces available?", "support": "supported", "answer": "Open/Restricted Pods group conversations, files and tasks; restricted access is invite-only.", "evidenceIds": [ "dust:dust:pods" ] }, { "id": "group_chat", "question": "Can several people chat together with the AI?", "support": "supported", "answer": "Teammates and agents participate in the same Pod thread and can be mentioned.", "evidenceIds": [ "dust:dust:pod-chats" ] }, { "id": "share_permission_boundary", "question": "Does sharing respect the recipient's access to sources?", "support": "partial", "answer": "All Pod members read conversation contents. Spaces restrict source/agent use and personal tools act under their user; recipient-safe redaction of previously generated text was not established.", "evidenceIds": [ "dust:dust:pod-chats", "dust:dust:permissions", "dust:dust:credentials" ] } ], "limitations": [ "No cross-group sharing fixture. Do not infer source-ACL propagation from Pod membership." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pod-chats", "dust:dust:pods", "dust:dust:permissions", "dust:dust:credentials" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Projects share sources, while project chats stay private and conversation links share snapshots.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "share_chats", "question": "Can chats be shared inside the organisation?", "support": "supported", "answer": "When enabled, share links expose the conversation as it existed when shared, including generated media.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-share" ] }, { "id": "team_spaces", "question": "Are shared projects or workspaces available?", "support": "supported", "answer": "Project owners can invite colleagues into a shared knowledge space.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects" ] }, { "id": "group_chat", "question": "Can several people chat together with the AI?", "support": "unsupported", "answer": "Project chats are private to their author; other members cannot see or join them.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects" ] }, { "id": "share_permission_boundary", "question": "Does sharing respect the recipient's access to sources?", "support": "partial", "answer": "Linked project sources retain original ACLs, but a shared chat exposes its existing content to recipients, including sensitive material. No recipient fixture test was run.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-projects", "gemini-enterprise:gemini-enterprise:g-share" ] } ], "limitations": [ "Knowledge ACL enforcement is distinct from the content already copied into a shared conversation." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-share", "gemini-enterprise:gemini-enterprise:g-projects" ] } ] }, { "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": "dust", "claimId": "dust:WORK-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "German and French UI releases are documented alongside English, with remaining English areas.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "ui_languages", "question": "Which UI languages are offered?", "support": "supported", "answer": "October 21, 2026 release adds German; October 16 adds French alongside English US/UK, across product, Frames, extension, Sidekick and Slack/Teams.", "evidenceIds": [ "dust:dust:changelog" ] }, { "id": "dach_language_quality", "question": "Are German, French and Italian UIs complete and natural?", "support": "partial", "answer": "Release notes explicitly leave agent/skill names and instructions in English. German/French naturalness and completeness were not observed; Italian UI was not established.", "evidenceIds": [ "dust:dust:changelog" ] }, { "id": "accessibility_statement", "question": "Is there a WCAG conformance statement?", "support": "unknown", "answer": "Is there a WCAG conformance statement? The dated locale announcements were checked; Italian UI and a WCAG conformance statement/report were not established.", "evidenceIds": [] }, { "id": "admin_ui_languages", "question": "Is the admin interface available in German?", "support": "partial", "answer": "Admins can set a workspace default language. A complete German admin-screen walkthrough was not observed.", "evidenceIds": [ "dust:dust:changelog" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:changelog" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:WORK-08", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "dust", "claimId": "dust:ADM-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "SAML SSO can be enforced; Business offers it from five seats on demand.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "supported", "answer": "SAML SSO is documented, with Okta, Entra ID and JumpCloud named on pricing. Enterprise marketing also names OIDC; a full provider/protocol matrix was not verified.", "evidenceIds": [ "dust:dust:sso", "dust:dust:pricing", "dust:dust:enterprise" ] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "supported", "answer": "Business pricing lists SSO for 5+ seats on demand; Enterprise includes it.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "partial", "answer": "Enforced SAML routes sign-in through the IdP. Specific MFA enforcement behavior was not tested or established in the checked setup guide.", "evidenceIds": [ "dust:dust:sso" ] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "unknown", "answer": "Do Entra conditional-access policies apply? SSO and plan guides were checked; conditional-access compatibility and verified-domain capture/migration semantics were not established.", "evidenceIds": [] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "unknown", "answer": "Can the company claim its email domain? SSO and plan guides were checked; conditional-access compatibility and verified-domain capture/migration semantics were not established.", "evidenceIds": [] } ], "limitations": [ "No self-serve SSO login test." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:sso", "dust:dust:pricing", "dust:dust:enterprise" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Google Identity and SAML/OIDC federation are documented; tenant policy and domain capture need separate verification.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "supported", "answer": "Google Identity or Workforce Identity Federation can use SAML 2.0/OIDC providers including Entra ID and Okta.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-identity" ] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "supported", "answer": "The retrieved identity guide covers Standard/Plus and other Cloud-managed editions, not Business account administration.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-identity" ] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "unknown", "answer": "Unknown. The identity setup guide did not establish this exact policy behavior and no SSO tenant test was performed.", "evidenceIds": [] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "unknown", "answer": "Unknown. The identity setup guide did not establish this exact policy behavior and no SSO tenant test was performed.", "evidenceIds": [] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "unknown", "answer": "Unknown. The identity setup guide did not establish this exact policy behavior and no SSO tenant test was performed.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: mfa, conditional_access, domain_capture." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-identity" ] } ] }, { "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": "dust", "claimId": "dust:ADM-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise SCIM and group roles are documented, with specific annual-seat reclaim behavior.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Enterprise for SCIM; seat-management differences stated", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?", "support": "supported", "answer": "SCIM 2.0 creates, updates and deactivates users from an IdP as an Enterprise feature.", "evidenceIds": [ "dust:dust:provision" ] }, { "id": "group_sync", "question": "Are identity-provider groups synced?", "support": "supported", "answer": "Provisioned IdP groups govern Space access and can map to Admin/Manager roles.", "evidenceIds": [ "dust:dust:provision", "dust:dust:spaces" ] }, { "id": "jit_provisioning", "question": "Are users created at first login?", "support": "unknown", "answer": "Are users created at first login? Provisioning and seat docs were checked. First-login JIT creation and complete leaver-data transfer were not established.", "evidenceIds": [] }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?", "support": "partial", "answer": "SCIM deactivates users; removal/reassignment affects seats but exact chat/agent/knowledge ownership transfer was not tested.", "evidenceIds": [ "dust:dust:provision", "dust:dust:seats" ] }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?", "support": "supported", "answer": "Admins assign seat types independent of roles. Unassigned members cannot interact with agents; annual seats return to stock, and already-granted credits can persist to period end.", "evidenceIds": [ "dust:dust:seats" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:provision", "dust:dust:spaces", "dust:dust:seats" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "SCIM/group mapping and automatic licence assignment are documented; content ownership after deprovisioning was not tested.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?", "support": "partial", "answer": "Entra and Okta SCIM configuration is documented for identity/group data and sharing autocomplete; complete content-lifecycle behavior was not verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-identity" ] }, { "id": "group_sync", "question": "Are identity-provider groups synced?", "support": "supported", "answer": "Identity/group mappings support permission-aware stores; large Entra group counts require documented SCIM setup.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-identity" ] }, { "id": "jit_provisioning", "question": "Are users created at first login?", "support": "supported", "answer": "A subscription can automatically assign a licence the first time an entitled user opens Enterprise or Notebook Enterprise.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-license-details" ] }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?", "support": "unknown", "answer": "Unknown. No leaver fixture established chat/agent/knowledge ownership transfer or final deletion after user removal.", "evidenceIds": [] }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?", "support": "supported", "answer": "Admins can manually assign/unassign users and redistribute available licences across projects within a billing account.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-license-details" ] } ], "limitations": [ "Remaining atomic gaps: deprovisioning." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-identity", "gemini-enterprise:gemini-enterprise:g-license-details" ] } ] }, { "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": "dust", "claimId": "dust:ADM-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust separates Admin, Manager, Member and group-manager permissions and supports restricted knowledge spaces.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_roles", "question": "Which admin roles exist, and can admin rights be delegated?", "support": "supported", "answer": "Admins control all governance; Managers delegate member/group/usage administration; group managers administer selected groups.", "evidenceIds": [ "dust:dust:governance" ] }, { "id": "groups", "question": "Can permissions be set per group?", "support": "supported", "answer": "Permissions go to manual or provisioned groups using Everyone, Groups or Admin-only modes. Multiple grants combine additively.", "evidenceIds": [ "dust:dust:governance" ] }, { "id": "feature_toggles", "question": "Which features can be switched on or off per group?", "support": "partial", "answer": "Group controls cover agent/skill creation and publishing, automation charging, billing/security and model ceilings. An exhaustive per-feature toggle matrix for uploads/web/images was not established.", "evidenceIds": [ "dust:dust:governance", "dust:dust:tiers" ] }, { "id": "multi_entity", "question": "Can subsidiaries or departments be separated within one contract?", "support": "partial", "answer": "Restricted Spaces and Pods separate audiences inside a workspace; separate legal/subsidiary tenant boundaries within one contract were not established.", "evidenceIds": [ "dust:dust:spaces", "dust:dust:pods" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:governance", "dust:dust:tiers", "dust:dust:spaces", "dust:dust:pods" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "IAM and app boundaries govern administrator access and feature controls; a verified per-group feature matrix remains open.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "admin_roles", "question": "Which admin roles exist, and can admin rights be delegated?", "support": "supported", "answer": "Google defines Enterprise Admin/User IAM roles and fine-grained Discovery Engine permissions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-access-control" ] }, { "id": "groups", "question": "Can permissions be set per group?", "support": "partial", "answer": "IAM policies can target group principals; feature toggles shown in the guide are app-wide rather than a demonstrated per-group feature matrix.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-access-control", "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "feature_toggles", "question": "Which features can be switched on or off per group?", "support": "partial", "answer": "App controls include agent/gallery creation, sharing, memory, projects, Canvas, model choice, images and speech-to-text; per-group enforcement was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-features" ] }, { "id": "multi_entity", "question": "Can subsidiaries or departments be separated within one contract?", "support": "unknown", "answer": "Unknown. Projects/apps provide boundaries, but contract-level subsidiary separation and administration were not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: multi_entity." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-access-control", "gemini-enterprise:gemini-enterprise:g-features" ] } ] }, { "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": "dust", "claimId": "dust:ADM-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Consumption analytics has detailed attribution and exports without message content.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "adoption_dashboard", "question": "Is there an adoption dashboard?", "support": "partial", "answer": "Pricing lists usage/adoption reporting; the Analytics guide focuses on credit consumption and attribution rather than a complete active-user adoption scorecard.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:analytics" ] }, { "id": "breakdowns", "question": "Can usage be broken down by group, model, feature and assistant?", "support": "supported", "answer": "Analytics filters/ranks agents, members, groups, models, tools, sources, API keys, skills and Pods. Group attribution may count a member in several groups.", "evidenceIds": [ "dust:dust:analytics" ] }, { "id": "export", "question": "Can usage data be exported?", "support": "supported", "answer": "Raw CSV consumption export and API analytics export are documented, with workspace enablement and key-scope restrictions.", "evidenceIds": [ "dust:dust:analytics" ] }, { "id": "privacy_modes", "question": "Can per-person reporting be limited or pseudonymised?", "support": "partial", "answer": "Analytics exports omit message content, but contain member/message/conversation identifiers. Pseudonymous or works-council privacy modes were not established.", "evidenceIds": [ "dust:dust:analytics" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:analytics" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Adoption, agent and optional identifiable user reporting are documented, with downloadable analytics.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "adoption_dashboard", "question": "Is there an adoption dashboard?", "support": "supported", "answer": "The Looker-based dashboard includes adoption and usage/quality metrics, refreshed about every six hours.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-analytics" ] }, { "id": "breakdowns", "question": "Can usage be broken down by group, model, feature and assistant?", "support": "partial", "answer": "Agent and allowlisted User Level tabs are documented; model/group breakdown completeness was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-analytics" ] }, { "id": "export", "question": "Can usage data be exported?", "support": "supported", "answer": "The analytics API exports the past 30 days of metrics to a regional BigQuery table, with documented export-call quotas.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-analytics" ] }, { "id": "privacy_modes", "question": "Can per-person reporting be limited or pseudonymised?", "support": "unknown", "answer": "Unknown. User-level reporting contains user identifiers when enabled; an administrator pseudonymization or works-council reporting mode was not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: privacy_modes." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-analytics" ] } ] }, { "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": "dust", "claimId": "dust:ADM-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Credit plans offer consumption visibility, member limits and plan-specific pooled budgets, with programmatic exceptions.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_visibility", "question": "Can admins see cost or consumption per user and group?", "support": "supported", "answer": "Analytics and Credits show consumed credits by member, group, model, tool and agent. Credits are not assumed to be invoice currency.", "evidenceIds": [ "dust:dust:analytics", "dust:dust:credit-management" ] }, { "id": "budgets", "question": "Can budgets be set per user or group?", "support": "supported", "answer": "Members have shared-pool spend limits; beta group budgets require Enterprise Pooled. Programmatic monthly and API-key caps are separate.", "evidenceIds": [ "dust:dust:credit-management", "dust:dust:api-keys" ] }, { "id": "budget_enforcement", "question": "Does reaching a budget alert, block or downgrade?", "support": "supported", "answer": "Pool limits/group budgets block further requests; an in-progress message can finish above its starting cap. API calls reject at per-key caps. Optional automatic seat upgrades may increase billed subscriptions.", "evidenceIds": [ "dust:dust:credit-management", "dust:dust:api-keys" ] }, { "id": "chargeback", "question": "Can costs be exported per cost centre?", "support": "partial", "answer": "Consumption CSV includes groups and identifiers, but group attribution can duplicate usage and is not a guaranteed invoice-ready cost-center chargeback.", "evidenceIds": [ "dust:dust:analytics" ] } ], "limitations": [ "Group budgets are beta and exclude programmatic usage. No budget fixture test." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:analytics", "dust:dust:credit-management", "dust:dust:api-keys" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Eligible projects have real spend caps; these are project-level controls with delayed enforcement, not proven per-group budgets.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "cost_visibility", "question": "Can admins see cost or consumption per user and group?", "support": "partial", "answer": "The console shows project consumption and 30-day overage/PAYG costs, excluding licence subscriptions; per-user/group cost allocation was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-costs" ] }, { "id": "budgets", "question": "Can budgets be set per user or group?", "support": "partial", "answer": "Eligible invoiced, non-trial projects can set a monthly cap across the app/platform/developer-tool service scope; per-user/group caps were not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-budget" ] }, { "id": "budget_enforcement", "question": "Does reaching a budget alert, block or downgrade?", "support": "supported", "answer": "At the cap, overages stop and users see a limit error; enforcement may take minutes and charges can exceed the cap.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-budget" ] }, { "id": "chargeback", "question": "Can costs be exported per cost centre?", "support": "unknown", "answer": "Unknown. Cost-centre export and attribution for all seat/model/agent charges were not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: chargeback." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-costs", "gemini-enterprise:gemini-enterprise:g-budget" ] } ] }, { "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": "dust", "claimId": "dust:ADM-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise has documented event logs and SIEM delivery; content logging and legal hold remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web", "api" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Enterprise", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" }, { "id": "api", "name": "Dust APIs and MCP server", "type": "api" } ] }, "questions": [ { "id": "admin_events", "question": "Are admin and security events logged?", "support": "supported", "answer": "Enterprise Audit Logs record significant admin/security, user, API-key, system and tool events with timestamps, targets and actor metadata.", "evidenceIds": [ "dust:dust:audit" ] }, { "id": "content_logging", "question": "Can prompts and answers be retained for compliance, and is it configurable?", "support": "unknown", "answer": "Can prompts and answers be retained for compliance, and is it configurable? Audit, analytics and public legal entry points were checked. Prompt/response compliance capture, eDiscovery/legal hold and detailed log-integrity implementation/retention contract were not established.", "evidenceIds": [] }, { "id": "siem_export", "question": "Can logs stream to a SIEM or be exported?", "support": "supported", "answer": "CSV export and continuous destinations include Datadog, Splunk, S3, GCS and custom HTTPS.", "evidenceIds": [ "dust:dust:audit" ] }, { "id": "ediscovery", "question": "Are eDiscovery and legal hold supported?", "support": "unknown", "answer": "Are eDiscovery and legal hold supported? Audit, analytics and public legal entry points were checked. Prompt/response compliance capture, eDiscovery/legal hold and detailed log-integrity implementation/retention contract were not established.", "evidenceIds": [] }, { "id": "log_retention", "question": "How long are logs kept?", "support": "partial", "answer": "Enterprise marketing states 365-day audit retention; no underlying report/contract or configurable retention details were retrieved.", "evidenceIds": [ "dust:dust:enterprise" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:audit", "dust:dust:enterprise" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Method-level audit events and configurable prompt/response logging are documented; retention and legal hold remain open.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "admin_events", "question": "Are admin and security events logged?", "support": "supported", "answer": "Cloud Audit Logs enumerates administrative and data-access methods and required permissions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-audit" ] }, { "id": "content_logging", "question": "Can prompts and answers be retained for compliance, and is it configurable?", "support": "supported", "answer": "Usage logs include sensitive prompts/responses only when content logging is enabled; otherwise sensitive text is elided.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-usage-logs" ] }, { "id": "siem_export", "question": "Can logs stream to a SIEM or be exported?", "support": "partial", "answer": "Cloud Logging supports log sinks, separate projects, views and field-level access control; a target SIEM integration was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-usage-logs" ] }, { "id": "ediscovery", "question": "Are eDiscovery and legal hold supported?", "support": "unknown", "answer": "Unknown. No scoped legal-hold or eDiscovery export guarantee was established for this app.", "evidenceIds": [] }, { "id": "log_retention", "question": "How long are logs kept?", "support": "unknown", "answer": "Unknown. Usage-log documentation sends data to Cloud Logging but the applicable bucket retention/integrity configuration was not retrieved; no universal retention is asserted.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: ediscovery, log_retention." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-audit", "gemini-enterprise:gemini-enterprise:g-usage-logs" ] } ] }, { "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": "dust", "claimId": "dust:ADM-07", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Model Armor inspection and blocking and source-ingestion policies are documented. Effective PII redaction remains unknown because the setup summary conflicts with its linked integration guide.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "pii_detection", "question": "Is personal data detected in prompts and files?", "support": "partial", "answer": "Sensitive Data Protection detectors inspect supported sources/uploads and Model Armor screens prompts/responses; no AHV/IBAN fixture was tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-armor", "gemini-enterprise:gemini-enterprise:g-dlp" ] }, { "id": "pii_action", "question": "Is it redacted, masked, blocked or only warned?", "support": "partial", "answer": "Inspection-only and blocking modes are documented, and source policies can prevent ingestion or upload. Effective masking/redaction is unknown: the setup summary mentions redaction, while the specific integration guide excludes altering or masking PII.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-armor", "gemini-enterprise:gemini-enterprise:g-dlp", "gemini-enterprise:gemini-enterprise:g-admin-setup-correction" ] }, { "id": "custom_patterns", "question": "Can admins add custom patterns or terms?", "support": "unknown", "answer": "Unknown. The app links to policy/template configuration, but a complete verified custom detector/pattern configuration was not obtained.", "evidenceIds": [] }, { "id": "dlp_integration", "question": "Does it integrate with an existing DLP product?", "support": "supported", "answer": "Google Sensitive Data Protection integrates with supported connectors, labels and uploads; it is excluded from Business and does not scan audio/video.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dlp" ] }, { "id": "filter_location", "question": "Where does filtering run?", "support": "supported", "answer": "Source policies run in Google Sensitive Data Protection and must use the app region; source policy support is global/us/eu. No local-device filter is established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dlp" ] } ], "limitations": [ "Remaining atomic gaps: custom_patterns.", "The redaction discrepancy is retained as an explicit gap, not a positive or negative redaction capability. No masking fixture was run; do not infer transformation from a blocked response." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-armor", "gemini-enterprise:gemini-enterprise:g-dlp", "gemini-enterprise:gemini-enterprise:g-admin-setup-correction" ] } ] }, { "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": "dust", "claimId": "dust:ADM-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Agents have persistent instructions and workspace governance; broad enforced content-policy administration is unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "org_instructions", "question": "Can admins set organisation-wide instructions?", "support": "partial", "answer": "Admins/builders configure agent instructions; an enforced single organization-wide instruction applied to every agent/message was not established.", "evidenceIds": [ "dust:dust:builder", "dust:dust:governance" ] }, { "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? Agent, governance and security pages were checked. Mandatory usage-policy acknowledgement and administrator policy-violation reporting were not established.", "evidenceIds": [] }, { "id": "content_filters", "question": "Are content filters configurable?", "support": "partial", "answer": "Image Generation documents NSFW/celebrity safety filtering. Custom organization-wide topic/content rules were not established.", "evidenceIds": [ "dust:dust:images" ] }, { "id": "violation_reporting", "question": "Are policy hits visible to admins?", "support": "unknown", "answer": "Are policy hits visible to admins? Agent, governance and security pages were checked. Mandatory usage-policy acknowledgement and administrator policy-violation reporting were not established.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:builder", "dust:dust:governance", "dust:dust:images" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:ADM-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Admins can add assistant instructions, banned phrases and configurable inspection/blocking policies.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "org_instructions", "question": "Can admins set organisation-wide instructions?", "support": "supported", "answer": "Admins can set additional LLM system instructions for the app assistant; instructions alone are not proof of enforcement.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure" ] }, { "id": "usage_notice", "question": "Can users be required to accept a usage policy?", "support": "unknown", "answer": "Unknown. An enforced organization-specific usage-policy acknowledgement flow was not established.", "evidenceIds": [] }, { "id": "content_filters", "question": "Are content filters configurable?", "support": "supported", "answer": "Banned phrases reject matching input, and Model Armor templates separately configure inspect-only versus inspect-and-block behavior.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure", "gemini-enterprise:gemini-enterprise:g-armor" ] }, { "id": "violation_reporting", "question": "Are policy hits visible to admins?", "support": "partial", "answer": "Model Armor screening data can be logged/routed with access restrictions; a complete central policy-hit reporting interface was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-armor" ] } ], "limitations": [ "Remaining atomic gaps: usage_notice." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure", "gemini-enterprise:gemini-enterprise:g-armor" ] } ] }, { "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": "dust", "claimId": "dust:DATA-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "EU workspace and EU model controls are distinct from general hosting and global subprocessing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "storage_region", "question": "Where are chats, files and indexes stored?", "support": "partial", "answer": "Pricing/security advertise EU or US workspace hosting. Exact cloud provider, storage country and index location were not established.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:security" ] }, { "id": "inference_region", "question": "Where do model calls run, per provider?", "support": "supported", "answer": "EU credit-priced workspaces using Dust-hosted models can enable EU-hosted models only after all active agents comply. BYOK is outside this setting; not every model is eligible.", "evidenceIds": [ "dust:dust:eu-models" ] }, { "id": "backups_logs_region", "question": "Where are backups, logs and telemetry?", "support": "unknown", "answer": "Where are backups, logs and telemetry? Hosting, EU-model and privacy pages were checked. Backup/log/telemetry countries, customer-content support-access geography and Swiss hosting were not established.", "evidenceIds": [] }, { "id": "support_access_region", "question": "From where can vendor staff access data?", "support": "partial", "answer": "The controller privacy policy permits non-EEA access/processing including the US; it does not establish customer-content support access by staff country.", "evidenceIds": [ "dust:dust:privacy" ] }, { "id": "swiss_hosting", "question": "Is Swiss hosting available?", "support": "unknown", "answer": "Is Swiss hosting available? Hosting, EU-model and privacy pages were checked. Backup/log/telemetry countries, customer-content support-access geography and Swiss hosting were not established.", "evidenceIds": [] }, { "id": "residency_plan", "question": "Which plan or option provides residency?", "support": "supported", "answer": "Business and Enterprise list EU/US residency; EU-only model restrictions additionally require EU region and credit pricing with Dust model hosting.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:eu-models" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:security", "dust:dust:eu-models", "dust:dust:privacy" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "US/EU storage and model-processing commitments are feature-specific; this is not a blanket EU/Swiss data boundary.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "storage_region", "question": "Where are chats, files and indexes stored?", "support": "supported", "answer": "Standard/Plus data stores offer global/us/eu and allowlisted Canada, India, Japan, Singapore and UK locations.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-locations" ] }, { "id": "inference_region", "question": "Where do model calls run, per provider?", "support": "supported", "answer": "Base and named Gemini/Claude models support US/EU processing; 3.1 Pro EU, global-only image models and Google Search grounding have explicit exceptions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-locations" ] }, { "id": "backups_logs_region", "question": "Where are backups, logs and telemetry?", "support": "unknown", "answer": "Unknown. The residency page does not establish every backup, usage-log and telemetry location together.", "evidenceIds": [] }, { "id": "support_access_region", "question": "From where can vendor staff access data?", "support": "unknown", "answer": "Unknown. A source-region selection is not a staff-access restriction; the subprocessor list includes international support and no universal EU-only staff-access promise was established.", "evidenceIds": [] }, { "id": "swiss_hosting", "question": "Is Swiss hosting available?", "support": "unknown", "answer": "Unknown. Switzerland is not a named selectable location in the retrieved service location table; a separate Swiss-only offer was not verified.", "evidenceIds": [] }, { "id": "residency_plan", "question": "Which plan or option provides residency?", "support": "supported", "answer": "These location commitments apply to the named Cloud-managed editions; Business has separate documentation and is not inferred to inherit them.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-locations" ] } ], "limitations": [ "Google Search grounding is global; optional features can route out of the selected location.", "Remaining atomic gaps: backups_logs_region, support_access_region, swiss_hosting." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-locations" ] } ] }, { "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": "dust", "claimId": "dust:DATA-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Hosted Business and Enterprise single-tenant offers are public; supported customer-operated whole-platform modes are unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web", "enterprise-single" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": null, "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" }, { "id": "enterprise-single", "name": "Dust Enterprise single-tenant deployment", "type": "managed-server" } ] }, "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?", "support": "partial", "answer": "Business is a self-serve hosted workspace; exact shared-infrastructure isolation architecture is not documented in the checked pages.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:privacy" ] }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?", "support": "supported", "answer": "Enterprise pricing advertises single-tenant deployment. Numerical seat/spend minimum, supported countries and operating terms were not established.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?", "support": "unknown", "answer": "Can it run in the customer's own cloud account, from what size? Pricing, security and the public repository were checked. Customer-cloud, whole-platform on-premise/air-gapped support and their thresholds were not established; MIT source alone does not promise a supported product deployment.", "evidenceIds": [] }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?", "support": "unknown", "answer": "Can the whole platform run on customer infrastructure, from what size? Pricing, security and the public repository were checked. Customer-cloud, whole-platform on-premise/air-gapped support and their thresholds were not established; MIT source alone does not promise a supported product deployment.", "evidenceIds": [] }, { "id": "air_gapped", "question": "Can it run without internet access?", "support": "unknown", "answer": "Can it run without internet access? Pricing, security and the public repository were checked. Customer-cloud, whole-platform on-premise/air-gapped support and their thresholds were not established; MIT source alone does not promise a supported product deployment.", "evidenceIds": [] }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?", "support": "partial", "answer": "Business/Enterprise packaging differs in connectors, MCP, Spaces, APIs and governance. No customer-operated hosting feature-parity contract was established.", "evidenceIds": [ "dust:dust:pricing" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:privacy" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The documented offer is Google-managed Cloud SaaS; private source connectivity does not establish private deployment of the whole assistant.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?", "support": "supported", "answer": "The documented managed service uses a Google Cloud project, selected service location and subscription.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-security", "gemini-enterprise:gemini-enterprise:g-license-details" ] }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?", "support": "unknown", "answer": "Unknown. The residency, security and self-hosted-source guides did not establish this deployment mode, whole-platform operability, size threshold or mode-specific parity; source Private Service Connect is a connector route only.", "evidenceIds": [] }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?", "support": "unknown", "answer": "Unknown. The residency, security and self-hosted-source guides did not establish this deployment mode, whole-platform operability, size threshold or mode-specific parity; source Private Service Connect is a connector route only.", "evidenceIds": [] }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?", "support": "unknown", "answer": "Unknown. The residency, security and self-hosted-source guides did not establish this deployment mode, whole-platform operability, size threshold or mode-specific parity; source Private Service Connect is a connector route only.", "evidenceIds": [] }, { "id": "air_gapped", "question": "Can it run without internet access?", "support": "unknown", "answer": "Unknown. The residency, security and self-hosted-source guides did not establish this deployment mode, whole-platform operability, size threshold or mode-specific parity; source Private Service Connect is a connector route only.", "evidenceIds": [] }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?", "support": "unknown", "answer": "Unknown. The residency, security and self-hosted-source guides did not establish this deployment mode, whole-platform operability, size threshold or mode-specific parity; source Private Service Connect is a connector route only.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: dedicated_instance, customer_cloud, on_premise, air_gapped, mode_feature_gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-security", "gemini-enterprise:gemini-enterprise:g-license-details" ] } ] }, { "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": "dust", "claimId": "dust:DATA-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust publishes no-training and provider-retention claims; the customer DPA was not retrieved.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "partial", "answer": "The security page claims customer data is never used for model training. This remains vendor-claimed because no customer DPA/contract clause was retrieved.", "evidenceIds": [ "dust:dust:security" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "partial", "answer": "The privacy policy names OpenAI, Anthropic, Mistral, Google and Fireworks as prohibited from training on customer/personal content; BYOK arrangements need separate confirmation.", "evidenceIds": [ "dust:dust:training-policy" ] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "partial", "answer": "The policy states providers do not log Customer Content for human review or save it to disk. Exception/abuse-retention periods were not established from customer contracts.", "evidenceIds": [ "dust:dust:training-policy" ] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "partial", "answer": "Security and privacy pages assert provider zero retention, but applicable plan/model exceptions were not contract-verified.", "evidenceIds": [ "dust:dust:security", "dust:dust:training-policy" ] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "partial", "answer": "The published policy says listed providers do not log Customer Content for human review. This is a vendor assertion, not an independently reviewed model-provider contract.", "evidenceIds": [ "dust:dust:training-policy" ] } ], "limitations": [ "Controller privacy-policy scope is distinct from processor DPA coverage." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:security", "dust:dust:training-policy" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Google contract terms restrict training without customer permission; partner retention and human-review conditions need separate confirmation.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "supported", "answer": "The AI/ML service terms prohibit using Customer Data for model training/fine-tuning without prior customer permission or instruction.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-terms" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "unknown", "answer": "Unknown. Separate terms apply to partner offerings, but the accepted Enterprise-app Claude contract was not obtained; Google terms are not silently applied to every partner.", "evidenceIds": [] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "unknown", "answer": "Unknown. The core assistant/partner abuse-monitoring retention matrix was not established. Google Search grounding has separately documented logging exceptions.", "evidenceIds": [] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "unknown", "answer": "Unknown. No end-to-end ZDR guarantee covering persistent chat, grounding, agents and every model provider was established.", "evidenceIds": [] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "unknown", "answer": "Unknown. A complete plan/provider-specific human-review policy for the app was not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: provider_training, provider_retention, zero_retention, human_review." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-terms" ] } ] }, { "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": "dust", "claimId": "dust:DATA-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Some user deletion and memory retention behavior is documented; tenant-wide retention schedules remain open.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "default_retention", "question": "What is retained and for how long by default?", "support": "partial", "answer": "Agent memories persist until manually deleted. This does not define default retention for all conversations, files, indexes or logs.", "evidenceIds": [ "dust:dust:memory" ] }, { "id": "admin_retention", "question": "Can admins set retention periods?", "support": "partial", "answer": "Enterprise pricing offers custom data retention; periods, deletion mechanics and exceptions were not retrieved.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "user_deletion", "question": "Can users delete their chats and files permanently?", "support": "partial", "answer": "Users can delete conversations and agent memories. Backup erasure timing and all attached-file deletion behavior were not established.", "evidenceIds": [ "dust:dust:delete-chat", "dust:dust:memory" ] }, { "id": "contract_end_deletion", "question": "What is deleted at contract end, and when?", "support": "unknown", "answer": "What is deleted at contract end, and when? Conversation/memory docs, Enterprise pricing and unreadable legal entry points were checked. Contract-end erasure timing and complete storage/index/log retention defaults remain unknown.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:memory", "dust:dust:pricing", "dust:dust:delete-chat" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Chat retention is configurable and legal deletion windows are documented, with different scopes.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "default_retention", "question": "What is retained and for how long by default?", "support": "partial", "answer": "Chat history defaults to 60 days from creation, including chats revisited later; file/index/log defaults were not fully established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure" ] }, { "id": "admin_retention", "question": "Can admins set retention periods?", "support": "supported", "answer": "Admins can select 1, 30, 60, 90, 120 or 180 days for assistant chat history.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure" ] }, { "id": "user_deletion", "question": "Can users delete their chats and files permanently?", "support": "partial", "answer": "Chat management supports deleting conversations; irreversible purge of every file/index/log copy was not tested.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-organize", "gemini-enterprise:gemini-enterprise:g-security" ] }, { "id": "contract_end_deletion", "question": "What is deleted at contract end, and when?", "support": "supported", "answer": "The CDPA instructs deletion after term end, subject to a recovery period up to 30 days, completion within 180 days and applicable-law/continuing-term exceptions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-configure", "gemini-enterprise:gemini-enterprise:g-organize", "gemini-enterprise:gemini-enterprise:g-security", "gemini-enterprise:gemini-enterprise:g-dpa" ] } ] }, { "id": "DATA-05", "title": "Sub-processors and foreign-law exposure", "group": { "id": 6, "name": "Data protection and sovereignty" }, "judgment": "Record the published sub-processor list with countries, change-notification rules, the vendor's and parent company's jurisdiction, transfer mechanisms (EU-US Data Privacy Framework, Swiss-US DPF, SCCs) and the vendor's documented position on foreign government access requests (e.g. US CLOUD Act). Record facts, not a legal assessment.", "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?" }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?" }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?" }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?" }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?" }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?" } ], "products": [ { "productId": "dust", "claimId": "dust:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust identifies a French operating entity; customer subprocessor inventory and notice rules remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "unknown", "answer": "Is a dated sub-processor list published? The privacy policy refers to a Sub-Processors list, but the official Terms/Notion and trust-center routes were not readable. A dated customer-processor list, complete countries and change-notification rules were not established.", "evidenceIds": [] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "unknown", "answer": "Which countries do sub-processors operate in? The privacy policy refers to a Sub-Processors list, but the official Terms/Notion and trust-center routes were not readable. A dated customer-processor list, complete countries and change-notification rules were not established.", "evidenceIds": [] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "unknown", "answer": "Are customers notified of sub-processor changes? The privacy policy refers to a Sub-Processors list, but the official Terms/Notion and trust-center routes were not readable. A dated customer-processor list, complete countries and change-notification rules were not established.", "evidenceIds": [] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "partial", "answer": "The public policy identifies Permutation Labs at a Paris, France address. A separate parent company or controlling entity was not established.", "evidenceIds": [ "dust:dust:privacy" ] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "partial", "answer": "For its controller processing, the privacy policy describes adequacy or EU SCC safeguards for non-EU transfers, including the US. Customer processor transfer terms were not retrieved.", "evidenceIds": [ "dust:dust:privacy" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "partial", "answer": "The controller policy allows legally required disclosure to authorities; a dedicated government-request transparency policy for customer content was not established.", "evidenceIds": [ "dust:dust:privacy" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:privacy" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Google publishes a global subprocessor list and contractual transfer rules; selected residency does not settle legal or support-access exposure.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "partial", "answer": "A public Cloud subprocessor list identifies service activities and processing locations; a single page-effective date was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-subprocessors" ] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "supported", "answer": "Support examples span the US, Canada, India, Ireland, Romania and other countries; the full list is service-specific rather than a chosen-region-only list.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-subprocessors" ] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "unknown", "answer": "Unknown. Subprocessor objection/notice provisions exist in CDPA section 11, but the exact notice period applicable to this procurement was not verified.", "evidenceIds": [] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "unknown", "answer": "Unknown. The exact EMEA contracting-entity/parent chain was not independently retrieved; no entity is inferred from the selected data region.", "evidenceIds": [] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "supported", "answer": "The CDPA provides adequacy/alternative-transfer mechanisms and SCC routes for restricted transfers, including Swiss-law adaptations.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "unknown", "answer": "Unknown. The tested government-requests URL returned a short non-substantive response; a retrievable scoped policy and transparency report remain a gap.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: change_notification, parent_jurisdiction, government_access_policy." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-subprocessors", "gemini-enterprise:gemini-enterprise:g-dpa" ] } ] }, { "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": "dust", "claimId": "dust:DATA-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise offers custom MSA/DPA terms, while the underlying legal materials were inaccessible.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "Enterprise pricing explicitly offers custom MSA/DPA terms. The form, sign-up incorporation and negotiability boundaries were not inspected.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "partial", "answer": "Marketing and privacy materials reference GDPR; explicit Swiss revDSG coverage in the customer DPA was not established.", "evidenceIds": [ "dust:dust:security", "dust:dust:privacy" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "unknown", "answer": "Which law and court govern the contract? Official Terms & Policies redirects to a Notion page that returned no readable terms; trust.dust.com also exposed no report text. Governing law/court and EU AI Act technical/role materials were not established.", "evidenceIds": [] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "unknown", "answer": "Is EU AI Act documentation provided? Official Terms & Policies redirects to a Notion page that returned no readable terms; trust.dust.com also exposed no report text. Governing law/court and EU AI Act technical/role materials were not established.", "evidenceIds": [] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "partial", "answer": "Security marketing says the service enables HIPAA compliance. A BAA, FINMA or banking-secrecy outsourcing pack was not retrieved.", "evidenceIds": [ "dust:dust:security" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:security", "dust:dust:privacy" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The public CDPA covers GDPR and Swiss FADP; sector and governing-law details remain procurement-specific.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "Google publishes the Cloud Data Processing Addendum; negotiability for a particular order was not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "supported", "answer": "The CDPA defines European Data Protection Law to include applicable GDPR and Swiss FADP and includes Swiss transfer adaptations.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "unknown", "answer": "Unknown. The base terms point to region-specific terms/contracting entities; the governing agreement for a Swiss/EU order was not established.", "evidenceIds": [] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "unknown", "answer": "Unknown. No scoped EU AI Act provider/deployer documentation pack was obtained for this app.", "evidenceIds": [] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "unknown", "answer": "Unknown. General Cloud compliance materials do not establish FINMA/banking-secrecy coverage for a particular Enterprise deployment.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: governing_law, ai_act_materials, sector_materials." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] } ] }, { "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": "dust", "claimId": "dust:DATA-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "SOC 2 Type II is claimed publicly, without a verified report or certificate.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "iso_27001", "question": "ISO 27001 with scope and validity?", "support": "unknown", "answer": "ISO 27001 with scope and validity? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.", "evidenceIds": [] }, { "id": "soc2", "question": "SOC 2 type, period and covered service?", "support": "partial", "answer": "Dust security/pricing claim SOC 2 Type II. Auditor, reporting period and exact service scope were not verified.", "evidenceIds": [ "dust:dust:security", "dust:dust:pricing" ] }, { "id": "c5", "question": "BSI C5 attestation?", "support": "unknown", "answer": "BSI C5 attestation? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.", "evidenceIds": [] }, { "id": "other_certifications", "question": "Which other certificates (27701, 42001, TISAX)?", "support": "unknown", "answer": "Which other certificates (27701, 42001, TISAX)? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.", "evidenceIds": [] }, { "id": "report_access", "question": "How can customers obtain reports?", "support": "partial", "answer": "The security page directs customers to trust.dust.com; underlying reports were not accessible in this public source pass.", "evidenceIds": [ "dust:dust:security" ] }, { "id": "pentest", "question": "Are independent penetration test summaries available?", "support": "unknown", "answer": "Are independent penetration test summaries available? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:security", "dust:dust:pricing" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The vendor lists multiple compliance programs; certificates and report periods were not independently verified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "iso_27001", "question": "ISO 27001 with scope and validity?", "support": "partial", "answer": "Google lists ISO 27001 and directs readers to product-specific scope pages; issuer, current certificate scope and validity were not verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-compliance" ] }, { "id": "soc2", "question": "SOC 2 type, period and covered service?", "support": "partial", "answer": "SOC 2 is listed, but report type, audit period and service-specific scope were not obtained.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-compliance" ] }, { "id": "c5", "question": "BSI C5 attestation?", "support": "partial", "answer": "BSI C5:2020 is listed; the scoped attestation and period were not inspected.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-compliance" ] }, { "id": "other_certifications", "question": "Which other certificates (27701, 42001, TISAX)?", "support": "partial", "answer": "Listed programs include ISO 27017/27018/27701, SOC 1/3, HIPAA, FedRAMP and PCI DSS; individual scope and exceptions require verification.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-compliance" ] }, { "id": "report_access", "question": "How can customers obtain reports?", "support": "supported", "answer": "Use Google Cloud Compliance Reports Manager for ISO certificates and SOC reports. Some resources require a Cloud or Workspace account; confidential resources remain governed by the customer agreement. No restricted report was accessed.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r4-compliance-reports", "gemini-enterprise:gemini-enterprise:r4-compliance-scope" ] }, { "id": "pentest", "question": "Are independent penetration test summaries available?", "support": "unknown", "answer": "Unknown. No independent Enterprise-app penetration-test summary was retrieved.", "evidenceIds": [] } ], "limitations": [ "The public report-access route is documented; report scope, issuer, reporting period and a product-specific penetration-test summary remain unverified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-25", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-compliance", "gemini-enterprise:gemini-enterprise:r4-compliance-reports", "gemini-enterprise:gemini-enterprise:r4-compliance-scope" ] } ] }, { "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": "dust", "claimId": "dust:DATA-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust claims AES-256/TLS and advertises Enterprise single tenancy; customer key custody is unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "encryption_at_rest", "question": "Is data encrypted at rest?", "support": "supported", "answer": "The security page states AES-256 at rest and TLS in transit; this is a vendor claim.", "evidenceIds": [ "dust:dust: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? Security, pricing and network/MCP docs were checked. Customer-managed/held data-encryption keys and key-location guarantees were not established. Provider API BYOK is not encryption-key custody.", "evidenceIds": [] }, { "id": "private_networking", "question": "Is private connectivity or IP restriction available?", "support": "partial", "answer": "Custom MCP servers can restrict access and use documented static egress on verified domains. This is tool connectivity, not proof of private connectivity to the whole service.", "evidenceIds": [ "dust:dust:tools" ] }, { "id": "tenant_isolation", "question": "How are customers separated in shared SaaS?", "support": "partial", "answer": "Enterprise offers single tenancy; shared Business tenancy and lower-level isolation mechanics were not established.", "evidenceIds": [ "dust:dust:pricing" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:security", "dust:dust:tools", "dust:dust:pricing" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Regional CMEK and Cloud security controls are documented; tenant separation and all-tool coverage still need review.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "encryption_at_rest", "question": "Is data encrypted at rest?", "support": "supported", "answer": "Data-store encryption defaults to Google-managed keys, with CMEK options in supported regions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview", "gemini-enterprise:gemini-enterprise:g-encryption" ] }, { "id": "customer_managed_keys", "question": "Can the customer manage or hold the keys?", "support": "supported", "answer": "CMEK supports US/EU; EKM/HSM availability and limitations are documented, with some allowlisting and feature exceptions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-encryption", "gemini-enterprise:gemini-enterprise:g-compliance" ] }, { "id": "private_networking", "question": "Is private connectivity or IP restriction available?", "support": "supported", "answer": "VPC Service Controls protects the managed app, while Private Service Connect reaches self-hosted sources; third-party endpoint traffic has separate controls.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-security", "gemini-enterprise:gemini-enterprise:g-selfhosted-data" ] }, { "id": "tenant_isolation", "question": "How are customers separated in shared SaaS?", "support": "unknown", "answer": "Unknown. Cloud project/IAM boundaries are documented, but a product-specific shared-runtime isolation design or dedicated-tenant assurance was not obtained.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: tenant_isolation." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-connect-overview", "gemini-enterprise:gemini-enterprise:g-encryption", "gemini-enterprise:gemini-enterprise:g-compliance", "gemini-enterprise:gemini-enterprise:g-security", "gemini-enterprise:gemini-enterprise:g-selfhosted-data" ] } ] }, { "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": "dust", "claimId": "dust:DATA-09", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public personnel/model handling statements exist; an explicit professional-secrecy contract and subprocessor flow-down remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Dust Business/Enterprise public policy; Enterprise and BYOK routes differ", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "EU/US storage and provider routes; no DE/CH-specific secrecy contract verified", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web 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": "unknown", "answer": "The public security and platform privacy pages do not establish a signed §203 StGB/Art321 StGB professional-secrecy undertaking covering Dust staff. The Terms/Policies link did not expose readable contractual text in this pass.", "evidenceIds": [] }, { "id": "subprocessor_coverage", "question": "Does the undertaking extend to its sub-processors, and is that documented?", "support": "unknown", "answer": "The privacy policy describes service-provider data-protection agreements and model no-training/retention conditions, but no dedicated professional-secrecy undertaking or its binding subprocessor flow-down was retrieved.", "evidenceIds": [] }, { "id": "secrecy_offering", "question": "Is it a dedicated offering or add-on, and on which plan?", "support": "unknown", "answer": "No publicly documented German/Swiss professional-secrecy-specific plan or paid add-on was established. Enterprise single-tenancy/EU model options are not treated as such a contractual undertaking.", "evidenceIds": [] }, { "id": "content_access", "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?", "support": "partial", "answer": "The platform privacy policy limits personnel access to authorized staff and says customer context is processed by selected foundation-model providers; it asserts no provider disk retention/human-review logging. This vendor statement does not establish the complete customer-content plaintext access matrix, support countries, private contracts or every BYOK/MCP/tool route.", "evidenceIds": [ "dust:dust:privacy", "dust:dust:training-policy", "dust:dust:eu-models" ] }, { "id": "secrecy_documentation", "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?", "support": "unknown", "answer": "Reviewed public security, privacy, EU-hosted model documentation and Enterprise plan scope plus targeted first-party secrecy search. Trust Center content was not available and Terms/Policies routed to unreadable external content. No public §203/Art321 template or professional-body guidance was retrieved.", "evidenceIds": [] } ], "limitations": [ "No-training, ZDR marketing/policy assertions, EU hosting and a general privacy policy do not establish a professional-secrecy undertaking.", "No legal suitability or compliance conclusion." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:privacy", "dust:dust:training-policy", "dust:dust:eu-models" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:DATA-09", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Profession-specific secrecy undertaking and add-on remain unknown; general confidentiality and scoped content-access controls do not establish §203 StGB or Art.321 StGB coverage.", "availability": "unknown", "delivery": "unknown", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard/Plus under applicable Google Cloud contract; Workspace Gemini excluded", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "No profession-specific DE/CH contractual scope verified; deployment/provider regions follow the other scoped claims.", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "secrecy_undertaking", "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?", "support": "unknown", "answer": "Unknown. Reviewed Gemini Enterprise security/contract documentation and Google Cloud CDPA, and searched Google first-party material for professional secrecy, Berufsgeheimnis and §203. No Gemini Enterprise-specific §203 StGB or Art.321 StGB template or dedicated add-on was retrieved. A DPA or no-training clause alone does not answer whether a profession-specific undertaking is signed.", "evidenceIds": [] }, { "id": "subprocessor_coverage", "question": "Does the undertaking extend to its sub-processors, and is that documented?", "support": "unknown", "answer": "Unknown. No retrieved §203/Art.321 undertaking establishes flow-down to all relevant subcontractors/model providers. General DPA confidentiality is not equivalent.", "evidenceIds": [] }, { "id": "secrecy_offering", "question": "Is it a dedicated offering or add-on, and on which plan?", "support": "unknown", "answer": "Unknown. No documented profession-specific plan, dedicated instance option or paid secrecy add-on and its entitlements/pricing were established.", "evidenceIds": [] }, { "id": "content_access", "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?", "support": "partial", "answer": "Google CDPA section7.1.2 binds authorised processors to confidentiality; Appendix2 describes role-based access, personnel confidentiality and authorisation. These are general data-security commitments. Exact staff/subprocessor/model-provider plaintext-access conditions and a profession-specific undertaking for this procurement remain unverified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] }, { "id": "secrecy_documentation", "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?", "support": "unknown", "answer": "Unknown. Reviewed Gemini Enterprise security/contract documentation and Google Cloud CDPA, and searched Google first-party material for professional secrecy, Berufsgeheimnis and §203. No Gemini Enterprise-specific §203 StGB or Art.321 StGB template or dedicated add-on was retrieved. General data-flow/security pages are available but do not document such a secrecy offering.", "evidenceIds": [] } ], "limitations": [ "Contract facts only; no legal suitability assessment. No profession-specific commitment or paid option inferred from generic confidentiality, hosting, encryption or no-training terms.", "Public, unauthenticated source pass only; no sales contact, NDA request or authenticated access-control test." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-dpa" ] } ] }, { "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": "dust", "claimId": "dust:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business seat prices are public; only the documented prepaid route is described here, while conflicting Business overage eligibility remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business Free/Pro/Max seat list pricing; Enterprise quoted pool and programmatic contracts are separate", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "partial", "answer": "Business publishes per-seat subscriptions and included credits. Detailed Credit management describes prepaid Business top-ups and Enterprise PAYG; pricing FAQ separately describes enabled Business workspace overage, so Business post-allocation billing eligibility is unverified.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:credit-management" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "supported", "answer": "As retrieved 2026-10-21, ex-VAT Business Free is EUR 0; Pro EUR 30/month or EUR 24/month annually; Max EUR 150/month or EUR 120/month annually. Enterprise is quote-only.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "supported", "answer": "Free has 500 lifetime credits, Pro 8,000/month and Max 40,000/month. Monthly credits do not roll over; Workspace seats draw from a contracted pool.", "evidenceIds": [ "dust:dust:credits", "dust:dust:seats" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "partial", "answer": "Business limits include three connectors, five remote MCP servers and five Spaces. Enterprise adds unlimited connector/MCP packaging, SCIM, audit, retention and support. Individual add-on tariffs are not published.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "unknown", "answer": "Effective Business post-allocation billing is unknown: current pricing FAQ allows Pro/Max workspace overage, while Credit management reserves PAYG for Enterprise and describes prepaid Business top-ups. The USD0.01/credit Business programmatic rate does not resolve whether interactive overage is PAYG or prepaid. No account/contract test resolved this.", "evidenceIds": [] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps.", "Do not present Business PAYG as established; retain list seat prices separately from the unresolved overage route." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:credit-management", "dust:dust:credits", "dust:dust:seats" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business advertises a starting seat price; Standard/Plus licence quotes and separately metered model/tool costs remain distinct.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web", "business-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [ "optional third-party models and overages; billed separately" ], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" }, { "id": "business-web", "name": "Gemini Enterprise Business edition web app", "type": "web" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "supported", "answer": "Standard/Plus use seat subscriptions plus optional paid overages; Pay-as-you-go meters usage, while Business markets a per-seat starting price.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:g-business" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "partial", "answer": "Business advertises USD 21/seat/month starting price on 2026-10-21. Publicly retrievable Standard/Plus base licence amounts and commitment-adjusted rates were not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-business" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "supported", "answer": "Standard/Plus pool 30/75 GiB storage, 160/200 daily assistant queries and 3/10 daily research requests per seat, subject to legacy exceptions.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "supported", "answer": "Claude app tokens, overage usage and external/custom-agent costs are separate from included Gemini use; detailed regional rates are in the quota table.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas" ] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "supported", "answer": "PAYG storage is USD 5/GiB/month; Claude and other feature rates vary by model and region. Entitlement requires eligible invoiced billing.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:g-business" ] } ] }, { "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": "dust", "claimId": "dust:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21 apply; all three target seat counts require unpriced Enterprise terms.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "unknown", "answer": "Year-one cost at 200 users? For 200, 1,000 and 5,000 users over 12 months, the shared 60/30/10 message/token workload has no public applicable Enterprise seat quote or complete credit tariff. CHF/EUR ex-VAT totals remain unknown. ECB 2026-10-20 rates are recorded; the small-team Business price is not multiplied beyond its stated 100-person scope.", "evidenceIds": [] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "unknown", "answer": "Year-one cost at 1,000 users? For 200, 1,000 and 5,000 users over 12 months, the shared 60/30/10 message/token workload has no public applicable Enterprise seat quote or complete credit tariff. CHF/EUR ex-VAT totals remain unknown. ECB 2026-10-20 rates are recorded; the small-team Business price is not multiplied beyond its stated 100-person scope.", "evidenceIds": [] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "unknown", "answer": "Year-one cost at 5,000 users? For 200, 1,000 and 5,000 users over 12 months, the shared 60/30/10 message/token workload has no public applicable Enterprise seat quote or complete credit tariff. CHF/EUR ex-VAT totals remain unknown. ECB 2026-10-20 rates are recorded; the small-team Business price is not multiplied beyond its stated 100-person scope.", "evidenceIds": [] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "supported", "answer": "Consumption adds token and action credits, including sub-agent work. Programmatic use and Enterprise PAYG draw from workspace pools separately from personal seat allocations.", "evidenceIds": [ "dust:dust:credits", "dust:dust:credit-management" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "supported", "answer": "Business is scoped to 100 people, so 200/1,000/5,000 seat Enterprise fees, committed pool and PAYG tariffs are unknown. The default Standard auto list is published, but a complete token-to-credit tariff is not, so no proxy replaces vendor-billed usage.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:models", "dust:dust:credits" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:credits", "dust:dust:credit-management", "dust:dust:pricing", "dust:dust:models", "dust:dust:fx-ecb" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "No defensible Standard/Plus 12-month CHF/EUR total was established for 200, 1,000 or 5,000 seats.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Standard/Plus, 12 months, ALM-14 shared cost assumptions v1.4, 2026-10-21", "addOns": [ "Default hosted models only; partner models, custom agents, support and implementation prices remain unknown" ], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "unknown", "answer": "Unknown. Standard/Plus base licence/commitment prices and required custom-agent/support charges were not established, so CHF/EUR totals excluding VAT remain unknown. ALM-14 shared cost assumptions v1.4, 2026-10-21: 12 months, 60% light at 100, 30% regular at 400 and 10% power at 1,500 messages/user/month, each 3,000 input + 600 output tokens when separately billed; 330 messages/user/month on average. No invented discounts or proxy usage tariff. ECB reference 2026-10-20: EUR 1 = USD 1.1215 = CHF 0.9237; no currency conversion is applied to an unknown base amount.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:fx-ecb-2026-10-20" ] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "unknown", "answer": "Unknown. Standard/Plus base licence/commitment prices and required custom-agent/support charges were not established, so CHF/EUR totals excluding VAT remain unknown. ALM-14 shared cost assumptions v1.4, 2026-10-21: 12 months, 60% light at 100, 30% regular at 400 and 10% power at 1,500 messages/user/month, each 3,000 input + 600 output tokens when separately billed; 330 messages/user/month on average. No invented discounts or proxy usage tariff. ECB reference 2026-10-20: EUR 1 = USD 1.1215 = CHF 0.9237; no currency conversion is applied to an unknown base amount.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:fx-ecb-2026-10-20" ] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "unknown", "answer": "Unknown. Standard/Plus base licence/commitment prices and required custom-agent/support charges were not established, so CHF/EUR totals excluding VAT remain unknown. ALM-14 shared cost assumptions v1.4, 2026-10-21: 12 months, 60% light at 100, 30% regular at 400 and 10% power at 1,500 messages/user/month, each 3,000 input + 600 output tokens when separately billed; 330 messages/user/month on average. No invented discounts or proxy usage tariff. ECB reference 2026-10-20: EUR 1 = USD 1.1215 = CHF 0.9237; no currency conversion is applied to an unknown base amount.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:fx-ecb-2026-10-20" ] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "supported", "answer": "Costs vary with storage/indexing, partner-model tokens, paid overages and externally hosted agents beyond included pools.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "supported", "answer": "Unpriced parts are the Standard/Plus base seat and commitment rates, partner-model mix, external/custom-agent charges, support and implementation. Public Business starting prices do not price these editions; unknown tariffs remain unknown under shared cost assumptions v1.4.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:r4-pricing-gap", "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:g-editions" ] } ], "limitations": [ "Standard/Plus scenario totals for 200, 1,000 and 5,000 users remain unpriced.", "Named unknown cost components are documented in the atomic answer; Business starting rates do not price Standard/Plus." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-25", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:fx-ecb-2026-10-20", "gemini-enterprise:gemini-enterprise:r4-pricing-gap", "gemini-enterprise:gemini-enterprise:g-editions" ] } ] }, { "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": "dust", "claimId": "dust:VEN-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A limited Business free option enables self-serve evaluation; Enterprise features remain contract-scoped.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "free_tier", "question": "Is there a free tier for business use?", "support": "supported", "answer": "Business free supports up to five members with 500 lifetime credits per Free seat. Credits do not reset and a user cannot return to Free after upgrading.", "evidenceIds": [ "dust:dust:seats" ] }, { "id": "self_serve_trial", "question": "Is a self-serve business trial available?", "support": "partial", "answer": "The public site offers self-serve free workspace access, not a documented time-limited fully featured Enterprise trial. No card requirement was established.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:seats" ] }, { "id": "trial_scope", "question": "Do trials include SSO, connectors and admin features?", "support": "partial", "answer": "Business lists up to three connectors/five Spaces/five remote MCP servers and SSO at 5+ seats on demand. SCIM, audit and custom retention are Enterprise.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "sales_gate", "question": "Does meaningful evaluation require sales contact?", "support": "supported", "answer": "Enterprise terms, pooled credits, advanced governance and support are sales-led; a small-team free evaluation is self-serve.", "evidenceIds": [ "dust:dust:pricing" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:seats", "dust:dust:pricing" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Thirty-day Business and Plus evaluation routes are publicly advertised; a trial tenant was not provisioned.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "free_tier", "question": "Is there a free tier for business use?", "support": "unknown", "answer": "Unknown. A permanent business-use free tier was not established; a time-limited trial is not recorded as one.", "evidenceIds": [] }, { "id": "self_serve_trial", "question": "Is a self-serve business trial available?", "support": "partial", "answer": "Business advertises 30 days; the main product FAQ offers a 30-day Plus trial without sales assistance. Card requirement was not verified.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-business", "gemini-enterprise:gemini-enterprise:g-pricing" ] }, { "id": "trial_scope", "question": "Do trials include SSO, connectors and admin features?", "support": "unknown", "answer": "Unknown. The exact trial seat cap, SSO, connector/admin feature entitlements and scenario access were not verified in a tenant.", "evidenceIds": [] }, { "id": "sales_gate", "question": "Does meaningful evaluation require sales contact?", "support": "supported", "answer": "Initial trial access is advertised without sales; larger seat counts and allowlisted regions may require the account team.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-pricing", "gemini-enterprise:gemini-enterprise:g-license-details" ] } ], "limitations": [ "Remaining atomic gaps: free_tier, trial_scope." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-business", "gemini-enterprise:gemini-enterprise:g-pricing", "gemini-enterprise:gemini-enterprise:g-license-details" ] } ] }, { "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": "dust", "claimId": "dust:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business monthly and annual subscriptions are public; Enterprise seats are annual and prices contractual.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "partial", "answer": "The free option has up to five members and Business targets up to 100 people; Enterprise numerical seat/spend minimum was not established.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:seats" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "supported", "answer": "Business offers monthly and annual seats together; Enterprise seats are annual only.", "evidenceIds": [ "dust:dust:seats" ] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "supported", "answer": "Monthly seats unassign immediately with a prorated credit; annual seats return to stock for reassignment and are not refunded when someone leaves.", "evidenceIds": [ "dust:dust:seats" ] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "partial", "answer": "Prices are displayed in EUR and the privacy policy identifies a French entity; CHF invoicing and the actual invoicing entity/currency were not contract-verified.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:privacy" ] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "supported", "answer": "Partially specified: Business seat prices/credit allowances are public, while Enterprise pricing, complete usage conversion and negotiated terms require a quote.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:credits" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:seats", "dust:dust:privacy", "dust:dust:credits" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Published self-service procurement and cancellation mechanics do not provide a complete Enterprise price contract.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "supported", "answer": "Editions table states 1+ seats for Standard/Plus. Console quantities are capped at 25 for online/resold accounts and 1,000 for invoiced accounts; larger orders require account-team adjustment.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-editions", "gemini-enterprise:gemini-enterprise:g-license-details" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "partial", "answer": "The console requests a subscription period; exact available periods and rates were not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-license-details" ] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "supported", "answer": "Turn off automatic renewal; the subscription remains active and may be charged until its term ends.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-license-details" ] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "unknown", "answer": "Unknown. A Gemini-specific CHF/EUR invoice and European contracting entity were not established from the inspected pages.", "evidenceIds": [] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "supported", "answer": "Partially specified: Business starting price, usage rates and procurement mechanics are public; Standard/Plus licence terms and large-order totals were not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-business", "gemini-enterprise:gemini-enterprise:g-quotas", "gemini-enterprise:gemini-enterprise:g-license-details" ] } ], "limitations": [ "Remaining atomic gaps: local_invoicing." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-editions", "gemini-enterprise:gemini-enterprise:g-license-details", "gemini-enterprise:gemini-enterprise:g-business", "gemini-enterprise:gemini-enterprise:g-quotas" ] } ] }, { "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": "dust", "claimId": "dust:VEN-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The pinned public repository has an MIT root licence; hosted licensing and complete component coverage are separate.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "source-repository" ], "version": "dust-tt/dust commit2b1a4973af824f8ff970d585c5eb1f40ae76186c; root LICENSE only", "plan": "Public source component, not Business/Enterprise hosted-service rights", "addOns": [], "deploymentMode": null, "region": "Repository licence has no deployment-region entitlement", "os": [], "surfaces": [ { "id": "source-repository", "name": "Public dust-tt/dust repository root licence", "type": "source-repository" } ] }, "questions": [ { "id": "licence_type", "question": "Which licence applies to each component?", "support": "partial", "answer": "dust-tt/dust root LICENSE is MIT at commit 2b1a4973af824f8ff970d585c5eb1f40ae76186c. This does not classify every dependency or the contracted hosted service.", "evidenceIds": [ "dust:dust:licence" ] }, { "id": "branding_restrictions", "question": "Do licence terms restrict branding or user counts?", "support": "supported", "answer": "The MIT root grant requires preserving copyright and permission notices and does not itself impose branding or user-count caps.", "evidenceIds": [ "dust:dust:licence" ] }, { "id": "enterprise_features_closed", "question": "Are enterprise features in a separate closed edition?", "support": "unknown", "answer": "Are enterprise features in a separate closed edition? The pinned root LICENSE and README were retrieved; a complete nested-component licence inventory and separate closed Enterprise edition boundary were not established. Hosted terms were inaccessible.", "evidenceIds": [] } ], "limitations": [ "MIT applies to the pinned repository root grant only; dependencies, supported self-host deployment, hosted terms and any closed Enterprise boundary remain unverified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:licence" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The assistant is supplied as a commercial hosted Cloud service; open model/documentation licences do not grant a self-hosted platform licence.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "licence_type", "question": "Which licence applies to each component?", "support": "supported", "answer": "The scoped platform is governed by commercial Google Cloud service terms; documentation and sample-code licences are separate.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-terms-main" ] }, { "id": "branding_restrictions", "question": "Do licence terms restrict branding or user counts?", "support": "partial", "answer": "The base terms reserve ungranted intellectual-property rights; specific product rebranding or user-count licence rights were not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-terms-main" ] }, { "id": "enterprise_features_closed", "question": "Are enterprise features in a separate closed edition?", "support": "unknown", "answer": "Unknown. A component-by-component source and enterprise-extension licence inventory was not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: enterprise_features_closed." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-terms-main" ] } ] }, { "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": "dust", "claimId": "dust:VEN-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business Conversation API and Enterprise Data Source API provide scoped data retrieval; agent export entitlement and complete tenant exit remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "api", "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business Conversation API and web analytics; Enterprise adds Data Source API. Agent-YAML endpoint entitlement is unverified.", "addOns": [ "API keys with appropriate workspace/resource permissions" ], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "api", "name": "Dust APIs and MCP server", "type": "api" }, { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "chat_export", "question": "Can admins export all chats?", "support": "partial", "answer": "Business pricing includes Conversation API; authorized API users retrieve accessible conversation messages with pagination. This does not establish one-click all-tenant admin export.", "evidenceIds": [ "dust:dust:get-conversation", "dust:dust:pricing" ] }, { "id": "assistant_export", "question": "Can assistants and prompts be exported in a reusable format?", "support": "unknown", "answer": "The agent-YAML endpoint and public pricing were checked on 2026-10-21. Neither establishes its Business or Enterprise entitlement. Reusable assistant/prompt export for a named plan remains unknown.", "evidenceIds": [] }, { "id": "knowledge_export", "question": "Can knowledge bases and their sources be exported?", "support": "partial", "answer": "Enterprise pricing adds Data Source API; the documented endpoint retrieves accessible data-source documents as JSON. Complete source/credential/permission portability and an all-tenant export are unverified.", "evidenceIds": [ "dust:dust:get-document", "dust:dust:pricing" ] }, { "id": "export_format", "question": "Are formats documented and machine-readable?", "support": "partial", "answer": "Business Conversation API and Enterprise Data Source API return JSON for accessible resources. Web analytics separately exports CSV. These formats do not establish complete tenant export; no plan-scoped agent-YAML export is claimed.", "evidenceIds": [ "dust:dust:get-conversation", "dust:dust:get-document", "dust:dust:analytics", "dust:dust:pricing" ] }, { "id": "post_termination_window", "question": "How long can data be retrieved after termination?", "support": "unknown", "answer": "How long can data be retrieved after termination? No trial admin exit/export was run; complete tenant coverage and the post-termination retrieval window were not established from the accessible API docs or unreadable contract route.", "evidenceIds": [] } ], "limitations": [ "Conversation and document retrieval require the corresponding plan and resource permissions. Complete organization coverage, agent-export entitlement and the post-termination retrieval window remain unknown." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:get-conversation", "dust:dust:pricing", "dust:dust:get-document", "dust:dust:analytics" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "User exports cover responses and Canvas artifacts; a complete admin exit package was not tested.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "chat_export", "question": "Can admins export all chats?", "support": "unknown", "answer": "Unknown. User output export is documented, but no complete all-user admin chat export was retrieved or tested.", "evidenceIds": [] }, { "id": "assistant_export", "question": "Can assistants and prompts be exported in a reusable format?", "support": "unknown", "answer": "Unknown. No portable complete agent definition/tool/secret export was verified; a skill export is not assumed to cover agents.", "evidenceIds": [] }, { "id": "knowledge_export", "question": "Can knowledge bases and their sources be exported?", "support": "unknown", "answer": "Unknown. No complete indexed knowledge/ACL/source export was verified.", "evidenceIds": [] }, { "id": "export_format", "question": "Are formats documented and machine-readable?", "support": "partial", "answer": "Response export supports Docs/Sheets; Canvas documents export DOCX/PDF and slides PPTX/PDF. Complete chat/agent/knowledge export formats were not established.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-canvas" ] }, { "id": "post_termination_window", "question": "How long can data be retrieved after termination?", "support": "unknown", "answer": "Unknown. The CDPA describes return during the term and an up-to-30-day recovery period, but this does not establish a guaranteed customer retrieval window after termination.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: chat_export, assistant_export, knowledge_export, post_termination_window." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-chat", "gemini-enterprise:gemini-enterprise:g-canvas" ] } ] }, { "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": "dust", "claimId": "dust:VEN-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business email support and Enterprise priority/SLA service are advertised; credit terms and local-language support remain open.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Business credit-priced plan; Enterprise or legacy differences are named per answer", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "supported", "answer": "Pricing lists Business email and Enterprise priority support with dedicated CSM; public support/community resources are available.", "evidenceIds": [ "dust:dust:pricing", "dust:dust:support" ] }, { "id": "support_languages", "question": "Is support available in German, French or Italian?", "support": "unknown", "answer": "Is support available in German, French or Italian? Support/pricing/Enterprise pages and the official status URL were checked. German/French/Italian staffed support and detailed credited SLA terms were not established.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "partial", "answer": "The public policy identifies a Paris, France entity. A DACH/Swiss support team or named regional partner was not established.", "evidenceIds": [ "dust:dust:privacy" ] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "partial", "answer": "Enterprise marketing claims 99.9% uptime and pricing includes an SLA; service-credit amounts, exclusions and claim rules were not retrieved.", "evidenceIds": [ "dust:dust:enterprise", "dust:dust:pricing" ] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "partial", "answer": "Model-selection docs link https://dust.statuspage.io for incidents. Direct retrieval timed out, so incident history was not verified.", "evidenceIds": [ "dust:dust:models" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:support", "dust:dust:privacy", "dust:dust:enterprise", "dust:dust:models" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Google publishes support tiers and status history; a scoped Enterprise uptime-credit SLA was not retrieved.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "partial", "answer": "Cloud Customer Care lists Basic, Standard, Enhanced and Premium support; service-specific response entitlements depend on the purchased tier.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-support" ] }, { "id": "support_languages", "question": "Is support available in German, French or Italian?", "support": "unknown", "answer": "Unknown. German/French/Italian support coverage and hours for the purchased Gemini tier were not established.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "unknown", "answer": "Unknown. A named DACH/Swiss implementation partner or service team was not independently verified.", "evidenceIds": [] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "unknown", "answer": "Unknown. The tested Gemini Enterprise SLA path returned a non-substantive response; no percentage or credit terms are asserted.", "evidenceIds": [] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "supported", "answer": "Google Cloud Service Health publishes service status and incident history.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-status" ] } ], "limitations": [ "Remaining atomic gaps: support_languages, regional_presence, uptime_sla." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-support", "gemini-enterprise:gemini-enterprise:g-status" ] } ] }, { "id": "VEN-08", "title": "Onboarding, training and adoption", "group": { "id": 7, "name": "Commercials and vendor" }, "judgment": "Record vendor-led onboarding, admin training, end-user training (live, e-learning, languages), use-case libraries, champion programmes, change-management materials and their cost. Distinguish included services from paid professional services and partner offerings.", "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?" }, { "id": "user_training", "question": "Is end-user training offered, in which languages?" }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?" }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?" }, { "id": "service_cost", "question": "Which services cost extra?" } ], "products": [ { "productId": "dust", "claimId": "dust:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dust has rollout and training material, with hands-on support packaged for Enterprise.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "eu-web" ], "version": "Public source pass 2026-10-21; no logged-in deployment observed", "plan": "Public learning material (no paid entitlement required to read); contracted CSM/onboarding is Enterprise", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately", "os": [], "surfaces": [ { "id": "web", "name": "Dust web workspace", "type": "web-app" }, { "id": "eu-web", "name": "Dust EU web workspace", "type": "web-app" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "supported", "answer": "Enterprise pricing includes dedicated CSM and onboarding; exact hours and scope are contractual.", "evidenceIds": [ "dust:dust:pricing" ] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "partial", "answer": "Public team onboarding and education resources are available. Course/live-session language coverage was not established.", "evidenceIds": [ "dust:dust:training", "dust:dust:rollout" ] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "supported", "answer": "The public Use Cases and Guides index lists departmental guides for Sales, Support, Marketing, Engineering, Data Analytics, Knowledge, People, Product and Collaboration; the Sales guide supplies concrete agent examples and build links. This establishes public role-based guidance, not a separately verified in-product template entitlement.", "evidenceIds": [ "dust:dust:r2-department-guides", "dust:dust:r2-sales-guide" ] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "partial", "answer": "The rollout guide covers launch, builder community, education and expansion; a contracted champion programme entitlement was not established.", "evidenceIds": [ "dust:dust:rollout" ] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "partial", "answer": "Hands-on CSM/onboarding is Enterprise packaging; a numerical professional-services tariff was not established.", "evidenceIds": [ "dust:dust:pricing" ] } ], "limitations": [ "Documented findings only; unestablished atomic questions remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "dust:dust:pricing", "dust:dust:training", "dust:dust:rollout", "dust:dust:r2-department-guides", "dust:dust:r2-sales-guide" ] }, { "productId": "gemini-enterprise", "claimId": "gemini-enterprise:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public setup and role-based use-case materials exist; included onboarding and training services remain unpriced.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "enterprise-web" ], "version": null, "plan": "Gemini Enterprise Standard / Plus unless an atomic answer names Business or Pay-as-you-go", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "global, us or eu as selected; region and feature exceptions below", "os": [], "surfaces": [ { "id": "enterprise-web", "name": "Gemini Enterprise web app, distinct from Gemini in Google Workspace", "type": "web" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "unknown", "answer": "Unknown. Public administrator setup documentation is available; included vendor-led onboarding was not established.", "evidenceIds": [] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "unknown", "answer": "Unknown. No scoped live/e-learning language catalogue with inclusion terms was obtained.", "evidenceIds": [] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "supported", "answer": "The app guide links role-specific examples for finance, HR, legal, marketing, sales and support, plus starter agents and skills.", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start" ] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "unknown", "answer": "Unknown. No documented customer champion/change-management programme entitlement was established.", "evidenceIds": [] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "unknown", "answer": "Unknown. Professional-service, partner-onboarding and training prices were not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: onboarding_service, user_training, adoption_programme, service_cost." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "gemini-enterprise:gemini-enterprise:g-start" ] } ] } ], "sources": [ { "id": "dust:dust:models", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/model-selection", "title": "Auto models and the model picker", "locator": "Auto model lists; availability; API overrides", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Users select a model per message or agent; auto choices use maintained ordered lists rather than task-based routing." }, { "id": "dust:dust:eu-models", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/admin-governance/eu-hosted-models", "title": "EU-hosted models", "locator": "Availability; supported/excluded model table", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "EU credit-plan workspaces using Dust model hosting can restrict agents and auto choices to EU-hosted models; BYOK is excluded from this setting." }, { "id": "dust:dust:changelog", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/changelog", "title": "Dust changelog", "locator": "October 21, 16 and 14, 2026 entries", "sourceDate": "2026-10-21", "retrievedAt": "2026-10-21", "finding": "Recent dated changes include German/French UI, Gemini 4 Argon and migration from File Generation to Computer." }, { "id": "dust:dust:files", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/data-sources/conversation-files/conversation-files", "title": "Conversation Files", "locator": "Formats; size table; generating files", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Conversation uploads are scoped to one conversation and support documents, tabular data, images and audio." }, { "id": "dust:dust:pricing", "productId": "dust", "kind": "documented", "url": "https://dust.tt/home/pricing", "title": "Dust Pricing", "locator": "Business/Enterprise table and FAQ", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Business supports up to 100 people with Free/Pro/Max seats; Enterprise pricing is sales-led and adds pooled credits, SCIM, audit, single tenancy and support." }, { "id": "gemini-enterprise:gemini-enterprise:g-locations", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/locations", "title": "Data residency for Gemini Enterprise Standard and Plus", "locator": "Multi-regions; In-country regions; Limitations table", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "US/EU at-rest and processing commitments have model and tool exceptions; standard Google Search grounding is global." }, { "id": "gemini-enterprise:gemini-enterprise:g-features", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/manage-web-app-features", "title": "Manage web app features", "locator": "Model availability; Enable Gemini models; Enable third-party models; feature controls", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "Administrators manage app-level model and feature toggles, including paid Claude models and image-generation model selection." }, { "id": "gemini-enterprise:gemini-enterprise:g-chat", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/assistant-chat", "title": "Chat with the assistant", "locator": "File formats and size limitations; Ask questions and view sources; Best practices; Limitations", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "The chat guide documents direct file analysis, Auto routing, source attribution, spreadsheet code execution and specific connector search limitations." }, { "id": "gemini-enterprise:gemini-enterprise:g-releases", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/release-notes", "title": "Gemini Enterprise release notes", "locator": "2026-10-15 Claude launch; 2026-10-20 regional Gemini 2.5 Pro removal; 2026-08-06 postponement", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "Dated notes record new models, region-specific removals and corrections to prior deprecation announcements." }, { "id": "dust:dust:tiers", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/usage-seats-and-credits/model-access-tiers", "title": "Model access tiers", "locator": "Workspace, group and individual ceilings", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins restrict models and reasoning efforts at workspace, group or member level, with a separate published-agent bypass setting." }, { "id": "dust:dust:spaces", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/spaces-management", "title": "Spaces management", "locator": "Open/restricted spaces; limits; visibility", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Spaces control knowledge and agent access; Business allows five and Enterprise 100 spaces." }, { "id": "dust:dust:credits", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/usage-seats-and-credits/credits", "title": "Credits", "locator": "Token/action credits; checkpoints", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Consumption adds token and tool credits; a 600-AWU checkpoint can pause user-started root tasks, with exceptions." }, { "id": "dust:dust:credit-management", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/usage-seats-and-credits/credit-management", "title": "Credit management", "locator": "Personal caps; group budgets; programmatic use", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Credit sources and block behavior vary by plan; beta Enterprise Pooled group budgets exclude programmatic consumption." }, { "id": "gemini-enterprise:gemini-enterprise:g-quotas", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/quotas-and-overages", "title": "Quotas and overages", "locator": "Feature and edition-based quotas; Standard and Plus table; Claude pricing", "sourceDate": "2026-10-15", "retrievedAt": "2026-10-21", "finding": "Seat-based quotas are pooled per edition/project/location, while partner-model tokens and overages are billed separately." }, { "id": "gemini-enterprise:gemini-enterprise:g-budget", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/manage-costs-overview", "title": "Overview of overages and spend controls", "locator": "Cap costs with a project spend limit; End-user experience", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Invoiced non-trial projects can cap eligible project spending; enforcement can lag by minutes and blocks the exhausted feature." }, { "id": "gemini-enterprise:gemini-enterprise:r4-single-user-quotas", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/release-notes", "title": "Gemini Enterprise release notes", "locator": "October 22, 2026: Single-user quota limits", "sourceDate": "2026-10-22", "retrievedAt": "2026-10-26", "finding": "Optional single-user quota multipliers are generally available for Standard, Plus and Standard Emerging Market editions; they operate within the shared edition/location pool." }, { "id": "gemini-enterprise:gemini-enterprise:r4-single-user-enforcement", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/quotas-and-overages", "title": "Gemini Enterprise quotas and overages", "locator": "Single-user quota limits", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Single-user limits restrict the exhausted feature for that user while leaving other users and features available. Overages alter the exhaustion behavior; AI developer tools are excluded from the user quota multiplier." }, { "id": "dust:dust:file-limits", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/faq/file-size-limits", "title": "File size limits", "locator": "Upload caps; audio-only restriction", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The dedicated limits FAQ gives different image, audio and tabular caps than Conversation Files and excludes direct video uploads." }, { "id": "dust:dust:computer", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/tools/computer", "title": "Computer", "locator": "File work; OCR; network control; secrets", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Computer executes code in temporary workspaces, handles Office/PDF files, performs documented OCR and restricts network access by allowlist." }, { "id": "dust:dust:drive", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/connections-management/google-drive", "title": "Google Drive", "locator": "Connection identity; refresh; OCR; spreadsheet limitations", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Drive sync follows a dedicated connection account and selected content; scanned documents need conversation upload for OCR and Excel table queries need conversion to Sheets." }, { "id": "dust:dust:search", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/knowledge/search-data-sources", "title": "Search data sources", "locator": "Document selection; retrieval", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents search selected knowledge sources and retrieve relevant document context." }, { "id": "gemini-enterprise:gemini-enterprise:g-connect-overview", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/connectors/introduction-to-connectors-and-data-stores", "title": "Introduction to connectors and data stores", "locator": "Data store regions; Sync types; Sync schedules", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Ingestion copies entities and permissions; full and incremental syncs differ in their handling of identities and deletion." }, { "id": "gemini-enterprise:gemini-enterprise:g-editions", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/editions", "title": "Compare editions of Gemini Enterprise", "locator": "Compare features, Seats and Storage rows", "sourceDate": "2026-10-16", "retrievedAt": "2026-10-21", "finding": "Business has a 1–500 seat range and a limited connector set; Standard and Plus include the full connector ecosystem and differ in pooled storage." }, { "id": "gemini-enterprise:gemini-enterprise:g-projects", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/projects", "title": "Create and manage projects", "locator": "Limitations; Manage project knowledge; Chat with assistant", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Projects hold up to 50 files/links; linked sources preserve source ACLs, local uploads are shared with all project members and chats stay private." }, { "id": "gemini-enterprise:gemini-enterprise:g-agents", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/workflow-builder/create-chat-agent", "title": "Create a chat agent", "locator": "Instructions; Knowledge; Tools; publishing steps", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "Users configure custom chat-agent instructions, uploaded knowledge and connected tools in Workflow Builder." }, { "id": "dust:dust:permissions", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/admin-governance/access-controls-and-permissions", "title": "Access Controls and Permissions", "locator": "Access policy; connection account; Spaces", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Knowledge access is organized through admin-selected connection content and membership of open/restricted Spaces." }, { "id": "dust:dust:microsoft", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/connections-management/microsoft", "title": "Microsoft", "locator": "Connection account; delegated and service-principal setup; sync", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Microsoft data is scoped to the connecting account and selected SharePoint sources; changes synchronize on a five-minute cycle." }, { "id": "dust:dust:confluence", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/connections-management/confluence", "title": "Confluence", "locator": "Scope; restricted pages; refresh", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Confluence sync covers selected global spaces, excluding private spaces and pages with view restrictions." }, { "id": "dust:dust:jira", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/data-sources/custom-connections/beta-import-jira-issues", "title": "Beta: Import Jira issues", "locator": "Import path", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "A separately documented beta route imports Jira issues as a custom connection." }, { "id": "dust:dust:sources", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/faq/general-questions/what-data-sources-can-be-connected-to-dust", "title": "What data sources can be connected to Dust?", "locator": "Named sources", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Official guides identify managed connections and custom API/import routes." }, { "id": "dust:dust:tools", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/tools-management/adding-an-mcp-server", "title": "Adding an MCP Server", "locator": "Remote/custom servers; auth; tool restriction", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins add remote MCP servers with OAuth or bearer credentials and can restrict tools to skills." }, { "id": "dust:dust:r2-bigquery", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/connections-management/bigquery.md", "title": "Dust BigQuery connection", "locator": "No content sync; service-account setup, one location and Space table selection", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dust stores BigQuery metadata and runs table queries through a dedicated service account; dataset content is not synchronized into the index." }, { "id": "gemini-enterprise:gemini-enterprise:g-connectors", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/connectors/connect-third-party-data-source", "title": "Connect a third-party data source", "locator": "Sources by launch stage; federated-query warning", "sourceDate": "2026-10-15", "retrievedAt": "2026-10-21", "finding": "Google distinguishes GA connectors from public-preview sources and warns that federated queries reach third-party systems under their terms." }, { "id": "gemini-enterprise:gemini-enterprise:g-selfhosted-data", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/connectors/introduction-to-self-hosted", "title": "Introduction to self-hosted data sources", "locator": "Access patterns; Private Service Connect", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Private Service Connect connects the Google-managed platform to customer-hosted sources, without establishing a self-hosted assistant." }, { "id": "dust:dust:credentials", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/tools-management/personal-vs-shared-credentials", "title": "Personal vs Shared Credentials for Tools & MCP Servers", "locator": "Shared versus personal authentication", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Tools can use a shared account or each user OAuth identity; even personal auth needs initial admin setup." }, { "id": "gemini-enterprise:gemini-enterprise:g-dlp", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/protect-sensitive-data", "title": "Protect sensitive data in sources", "locator": "Supported editions and regions; inbound data; Metadata labels", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Sensitive Data Protection can block source ingestion/uploads and inspect Microsoft/Workspace labels, excluding Business and audio/video scans." }, { "id": "dust:dust:security", "productId": "dust", "kind": "vendor-claimed", "url": "https://dust.tt/home/security", "title": "Dust Security", "locator": "Hosting, training, encryption and certification statements", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dust claims EU/US hosting, AES-256/TLS, no model training, provider zero retention and SOC 2 Type II." }, { "id": "dust:dust:deep", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/default-agents/deep-dive-agent", "title": "Deep-dive Agent", "locator": "Research flow; citations; limitations", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Deep-dive plans, delegates and writes cited reports, using Company Data knowledge and selected tools; Table Query is excluded." }, { "id": "dust:dust:memory", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/tools/agent-memory", "title": "Agent Memory", "locator": "Adding the tool; viewing/deleting; privacy", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Enabled agents retain user-private memory across conversations; users can view and delete it and it persists until deletion." }, { "id": "dust:dust:builder", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/create-your-first-agent", "title": "Create your first agent", "locator": "Instructions; tools; sharing", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents combine instructions, models, knowledge and tools with controlled sharing." }, { "id": "gemini-enterprise:gemini-enterprise:g-personalization", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/configure-personalization", "title": "Configure personalization and memory", "locator": "Data control; Save information as memories; Turn off personalization and memory", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Users can manage saved memories and connected sources; admins can disable memory and profiles across an app." }, { "id": "dust:dust:governance", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/admin-governance/workspace-governance-roles-groups-and-permissions", "title": "Workspace Governance: Roles, Groups & Permissions", "locator": "Roles; permission matrix; additive access", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins delegate manager/group permissions for agents, skills, models, billing and security; grants are additive." }, { "id": "gemini-enterprise:gemini-enterprise:g-workflow", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/workflow-builder", "title": "Workflow Builder overview", "locator": "Capabilities; Agent types", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Workflow Builder provides no-code/low-code chat agents and multi-step workflows with sources, tools, publishing and sharing." }, { "id": "gemini-enterprise:gemini-enterprise:g-start", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/get-started", "title": "Get started with using the Gemini Enterprise app", "locator": "Choose your app experience; Share and collaborate", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "The app guide identifies web/mobile access, shared skills, agent sharing and role-based use-case guides." }, { "id": "gemini-enterprise:gemini-enterprise:g-actions", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/assistant-use-actions", "title": "Use assistant actions", "locator": "Authorize your connected services; supported service actions", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Users authorize each connector to act through their own account after an administrator enables actions." }, { "id": "gemini-enterprise:gemini-enterprise:g-mcp", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/connectors/custom-mcp-server/set-up-custom-mcp-server", "title": "Set up your custom MCP server", "locator": "Limitations; authentication; data-store configuration", "sourceDate": "2026-10-19", "retrievedAt": "2026-10-21", "finding": "Administrators configure remote MCP servers, OAuth and Cloud Run service-agent authentication; the route is not a local desktop MCP client." }, { "id": "dust:dust:web", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/tools/web-search-and-browse", "title": "Web Search & Browse", "locator": "Search and browsing flow", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The tool runs Google queries and browses results, with agent-level configuration and format options." }, { "id": "gemini-enterprise:gemini-enterprise:g-research", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/research-assistant", "title": "Deep Research", "locator": "Research sources; generated reports and citations", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Deep Research plans multiple searches over enterprise indexes and optionally the web, then produces a cited report." }, { "id": "gemini-enterprise:gemini-enterprise:g-configure", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/configure-assistant", "title": "Configure the assistant", "locator": "Additional LLM system instructions; web grounding; banned phrases; retention", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Admins can set assistant instructions, block phrases, select grounding and choose chat retention of 1 to 180 days, default 60." }, { "id": "dust:dust:triggers", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/triggers/index", "title": "Triggers", "locator": "Schedules and events", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents can run automatically from schedule or event triggers." }, { "id": "dust:dust:schedules", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/triggers/schedules", "title": "Schedules", "locator": "Schedule setup", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents can run on recurring schedules." }, { "id": "dust:dust:webhooks", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/triggers/webhooks/index", "title": "Webhooks", "locator": "Built-in and custom event sources", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins configure webhook sources; members attach filtered triggers to agents, with optional signature verification for custom sources." }, { "id": "gemini-enterprise:gemini-enterprise:g-schedule", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/workflow-builder/schedule-chat-agent", "title": "Schedule chat agent executions", "locator": "Schedule and refresh; Limitations; View and approve scheduled runs", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Non-workflow chat agents can run recurring personal tasks, but credentials need manual renewal every 14 days and other-person actions are constrained." }, { "id": "dust:dust:pods", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/pods/overview", "title": "Pods overview", "locator": "Shared workspace and visibility", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Pods combine shared conversations, tasks and files; open Pods are workspace-browsable and restricted Pods require invitation." }, { "id": "dust:dust:api-keys", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/api-keys", "title": "API keys", "locator": "Scopes; Space access; caps", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dust API keys have read/admin scopes, data access and enforceable per-key monthly caps." }, { "id": "dust:dust:mcp-server", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/integrations/dust-mcp-server", "title": "Dust MCP Server", "locator": "Region URLs; OAuth; user permissions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dust exposes workspace knowledge, agents, conversations, files and Pods to OAuth MCP clients under the authenticated user permissions." }, { "id": "dust:dust:upsert", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/api-reference/datasources/upsert-a-document-in-a-data-source", "title": "Upsert a document in a data source", "locator": "Endpoint and authentication", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The API loads or updates documents in a scoped data source." }, { "id": "dust:dust:get-conversation", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/api-reference/conversations/get-a-conversation", "title": "Get a conversation", "locator": "Response schema", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The API retrieves accessible conversation messages with pagination." }, { "id": "gemini-enterprise:gemini-enterprise:g-audit", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/audit-logging", "title": "Gemini Enterprise audit logging", "locator": "Audited methods and permission types", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Cloud Audit Logs documents method-level administrative and data-access event categories for Discovery Engine." }, { "id": "gemini-enterprise:gemini-enterprise:g-api", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/reference/rest", "title": "Gemini Enterprise REST reference", "locator": "Discovery Engine service; assistants, agents, dataStores documents and sessions resources", "sourceDate": "2026-10-09", "retrievedAt": "2026-10-21", "finding": "The REST reference lists assistant, agent, search and data-store methods with machine-readable API definitions." }, { "id": "gemini-enterprise:gemini-enterprise:g-api-auth", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/authentication", "title": "Authenticate to Gemini Enterprise API", "locator": "Authentication options; client libraries", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "API authentication is documented using Google Cloud identity, credentials and supported client libraries." }, { "id": "dust:dust:browser", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/integrations/browser-extension", "title": "Browser Extension", "locator": "Browsers and capabilities", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "An official extension supports Chrome, Firefox and Chromium-based browsers." }, { "id": "gemini-enterprise:gemini-enterprise:g-canvas", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/assistant-canvas", "title": "Create and edit documents and slides in Canvas", "locator": "Editing; export; Limitations", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "The web-only Canvas exports documents as DOCX/PDF and slides as PPTX/PDF, with manual and instructed editing." }, { "id": "gemini-enterprise:gemini-enterprise:g-mobile", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/configure-mobile-app", "title": "Configure the mobile app", "locator": "Before you begin; MDM; third-party identity provider configuration", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "The mobile app supports Google/third-party identities and administrator distribution through MDM, QR codes or links." }, { "id": "dust:dust:teams", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/integrations/dust-in-teams", "title": "Dust in Teams", "locator": "Setup and usage", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "An official Teams integration runs Dust agents within Microsoft Teams after admin setup." }, { "id": "gemini-enterprise:gemini-enterprise:r5-workspace-agent-access", "productId": "gemini-enterprise", "kind": "documented", "url": "https://knowledge.workspace.google.com/admin/generative-ai/gemini-enterprise/turn-gemini-enterprise-on-or-off-for-users", "title": "Google Workspace admin controls for Gemini Enterprise", "locator": "Get licenses; side panel; service status; Workspace data access", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Enabled users can use Gemini Enterprise agents in a side panel, the Enterprise assistant and CLI. Enterprise licences are separate from Workspace subscriptions; service and data access are separately controlled. Exact per-editor coverage is not listed." }, { "id": "gemini-enterprise:gemini-enterprise:r5-workspace-custom-addon", "productId": "gemini-enterprise", "kind": "documented", "url": "https://codelabs.developers.google.com/ge-gws-agents", "title": "Official Gemini Enterprise Workspace add-on codelab", "locator": "Prerequisites; default agent as Google Workspace add-on; StreamAssist; deploy to Gmail and Chat", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Google demonstrates a customer-built Apps Script add-on invoking the Enterprise StreamAssist API inside Gmail and Chat with message context. Docs/Sheets/Slides are extension targets. Standard/Plus, a billed Cloud project, Workspace Business/Enterprise and permissions are prerequisites; sample code requires production hardening." }, { "id": "gemini-enterprise:gemini-enterprise:r5-offer-boundaries", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/gemini-enterprise/faq", "title": "Google Gemini Enterprise and Gemini app scope", "locator": "Gemini app differences; Agent Platform separate purchase", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Gemini Enterprise app is separately licensed; the Gemini app included with Workspace and Agent Platform are distinct offers. Their names do not establish that all Workspace editor features are included in the Enterprise app subscription." }, { "id": "gemini-enterprise:gemini-enterprise:r5-canvas-tone", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/assistant-canvas", "title": "Gemini Enterprise Canvas tone and editing scope", "locator": "Edit a document; export; limitations", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Canvas offers Change tone/length and selected-text instructions. Editing applies to generated content in the active session; exporting DOCX/PDF is not a documented layout-preserving translation engine or corporate glossary." }, { "id": "gemini-enterprise:gemini-enterprise:r5-translation-separate-api", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/translate/docs/advanced/translate-documents", "title": "Cloud Translation Advanced document translation", "locator": "API setup; translate documents; use AutoML or a glossary", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "A separate Cloud Translation Advanced API documents formatted-document translation and glossary parameters. It needs enabled APIs, authenticated project access and relevant storage/IAM; no included Enterprise-app feature or engine relationship is established." }, { "id": "dust:dust:images", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/tools/image-generation", "title": "Image Generation", "locator": "Reference images; parallel generation; safety", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents generate images from text or references, up to 14 reference images, with SynthID and content restrictions." }, { "id": "gemini-enterprise:gemini-enterprise:g-terms", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/terms/service-terms", "title": "Google Cloud service specific terms", "locator": "AI/ML Services Training Restriction; Generated Output; Grounding with Google Search", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The contract restricts Google model training without customer instruction and states separate terms for third-party offerings." }, { "id": "dust:dust:speech", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/tools/voice-and-sound-generation", "title": "Voice and sound generation", "locator": "Speech Generator", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The speech tool generates MP3 narration or multi-speaker dialogue with selectable languages and styles." }, { "id": "dust:dust:meetings", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/integrations/meeting-transcripts", "title": "Meeting transcripts", "locator": "Providers and scope", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dust consumes transcripts from connected notetaker and sales tools; Gong private transcripts are excluded." }, { "id": "gemini-enterprise:gemini-enterprise:g-use-mobile", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/use-the-mobile-app", "title": "Use the mobile app", "locator": "Voice; Speech to Text; Text to Speech", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Mobile users can dictate and play spoken answers; prompt audio is described as ephemeral." }, { "id": "dust:dust:frames", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/agents/frames/overview", "title": "Frames overview", "locator": "Creating and editing interactive content", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Frames provide persistent interactive agent output that can be refined and shared." }, { "id": "dust:dust:pod-chats", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/pods/conversations", "title": "Pod conversations", "locator": "Visibility; indexing; participation", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "All Pod members can read and contribute to Pod conversations, which are automatically indexed." }, { "id": "gemini-enterprise:gemini-enterprise:g-share", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/share-conversations", "title": "Share your conversations", "locator": "Important warning; Create link; View shared conversations", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "A share link exposes the existing prompts, answers and generated content to permitted recipients, including sensitive content." }, { "id": "dust:dust:sso", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/admin-governance/single-sign-on-sso/single-sign-on-sso", "title": "Single Sign-On", "locator": "Setup; enforcement", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins configure and enforce SAML SSO, which disables other social sign-in paths for the workspace." }, { "id": "dust:dust:enterprise", "productId": "dust", "kind": "vendor-claimed", "url": "https://dust.tt/home/enterprise", "title": "Dust for Enterprise", "locator": "Security and scale", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The Enterprise marketing page claims 365-day audit retention, 99.9% uptime and support for 10,000+ users." }, { "id": "gemini-enterprise:gemini-enterprise:g-identity", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/configure-identity-provider?hl=en", "title": "Configure identity provider", "locator": "Google Identity; Workforce Identity Federation; Entra/Okta SCIM", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Identity can use Google or a SAML/OIDC provider through federation; SCIM/group mapping has documented sharing and source-access roles." }, { "id": "dust:dust:provision", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/admin-governance/users-and-groups-provisioning", "title": "Users and groups provisioning", "locator": "SCIM 2.0; group role mapping", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Enterprise SCIM creates, updates and deactivates users and syncs groups; groups can grant Admin/Manager roles." }, { "id": "dust:dust:seats", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/usage-seats-and-credits/seat-management", "title": "Seat management", "locator": "Seat assignments; billing cycles; leaving", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins assign independent roles and Free/Pro/Max seats; annual stock and already-allocated credits have specific reclaim rules." }, { "id": "gemini-enterprise:gemini-enterprise:g-license-details", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/licenses", "title": "Get subscriptions and assign licenses", "locator": "Subscription seat quantity limits; auto-assignment; cancel a subscription", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Seats can be assigned manually or on first access; console purchase limits depend on billing account type and cancellation disables renewal." }, { "id": "gemini-enterprise:gemini-enterprise:g-access-control", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/access-control", "title": "Access control with IAM", "locator": "Gemini Enterprise Admin/User roles; app-level access", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "IAM defines administrators, users and granular permissions at project/app boundaries." }, { "id": "dust:dust:analytics", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/analytics", "title": "Analytics", "locator": "Attribution; CSV; content exclusion", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Consumption reports break down users, groups, models, tools, agents and Pods; exports omit message content and can double-attribute group usage." }, { "id": "gemini-enterprise:gemini-enterprise:g-analytics", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/view-analytics", "title": "View and export analytics data", "locator": "Adoption; Usage and Quality; Agent; User Level; export", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Analytics exposes app adoption and agent metrics, BigQuery export and allowlisted identifiable user-level reporting." }, { "id": "gemini-enterprise:gemini-enterprise:g-costs", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/view-costs", "title": "View costs", "locator": "Billing tab; Before you begin", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "The 30-day billing summary covers overage/PAYG consumption and explicitly excludes seat subscription charges." }, { "id": "dust:dust:audit", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/admins/audit-logs/audit-logs", "title": "Audit Logs", "locator": "Enterprise scope; actor types; SIEM", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Enterprise logs distinguish users, API keys and system actors with CSV and continuous SIEM delivery." }, { "id": "gemini-enterprise:gemini-enterprise:g-usage-logs", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/set-up-usage-audit-logs", "title": "Access Gemini Enterprise usage audit logs with Cloud Logging", "locator": "Logged information; Control access to logs", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Prompt/response content logging is configurable, and log routing plus field-level restrictions are documented." }, { "id": "gemini-enterprise:gemini-enterprise:g-armor", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/enable-model-armor", "title": "Enable Model Armor in Gemini Enterprise", "locator": "Inspect and block vs Inspect only; PII; templates; logging", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Model Armor can inspect/block prompts and responses but explicitly does not mask or alter PII in this integration." }, { "id": "gemini-enterprise:gemini-enterprise:g-admin-setup-correction", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/before-you-begin", "title": "Set up Gemini Enterprise as an administrator", "locator": "Enable Model Armor safety controls; linked Model Armor integration guide", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "The setup summary mentions redaction, whereas its linked integration guide expressly excludes PII masking; effective redaction is not established." }, { "id": "dust:dust:privacy", "productId": "dust", "kind": "documented", "url": "https://dust.tt/home/platform-privacy", "title": "Dust Platform Privacy Policy", "locator": "About Us; sections 2, 6 and 7", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The policy identifies Permutation Labs in Paris and distinguishes its controller processing from customer processor processing, with non-EEA transfer safeguards." }, { "id": "gemini-enterprise:gemini-enterprise:g-security", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/security-overview", "title": "Gemini Enterprise security overview", "locator": "End user security; data security; compliance", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "The security overview documents managed Cloud security controls and a user-requested deletion window, distinct from on-premise deployment." }, { "id": "dust:dust:training-policy", "productId": "dust", "kind": "vendor-claimed", "url": "https://dust.tt/home/platform-privacy", "title": "Dust Platform Privacy Policy", "locator": "Section 6, Foundational Model Providers", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The policy asserts listed providers do not train, retain or log Customer Content for human review; this source pass did not retrieve the customer DPA." }, { "id": "dust:dust:delete-chat", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/faq/managing-agents/can-i-delete-or-rename-a-conversation", "title": "Can I delete or rename a conversation?", "locator": "Conversation actions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Users can delete or rename their conversations." }, { "id": "gemini-enterprise:gemini-enterprise:g-organize", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/assistant-organize", "title": "Organize your conversations", "locator": "Manage chats; delete and retention", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Users can remove chats from their lists; this does not establish immediate deletion of all backend copies." }, { "id": "gemini-enterprise:gemini-enterprise:g-dpa", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/terms/data-processing-addendum", "title": "Cloud Data Processing Addendum", "locator": "General Terms 6 and 11; European Data Protection Law terms", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The CDPA covers GDPR and Swiss FADP, data return/deletion and subprocessor/transfer obligations." }, { "id": "gemini-enterprise:gemini-enterprise:g-subprocessors", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/terms/subprocessors", "title": "Google Cloud subprocessors", "locator": "Google Cloud Platform; technical support locations", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The public subprocessor list includes international technical-support processing, which is separate from selected storage regions." }, { "id": "gemini-enterprise:gemini-enterprise:g-compliance", "productId": "gemini-enterprise", "kind": "vendor-claimed", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/compliance-security-controls?hl=en", "title": "Compliance certifications and security controls", "locator": "Certifications; product-scope instructions; Security controls", "sourceDate": "2026-10-14", "retrievedAt": "2026-10-21", "finding": "Google lists compliance programs for relevant editions and exceptions, but this page does not supply issuer, report period or validity." }, { "id": "gemini-enterprise:gemini-enterprise:r4-compliance-reports", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/security/compliance/compliance-reports-manager", "title": "Google Cloud Compliance Reports Manager", "locator": "Compliance Reports Manager access and confidentiality", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Google provides on-demand ISO certificates and SOC reports without additional cost; selected resources require a Google Cloud or Workspace sign-in and confidential documents remain subject to customer-agreement confidentiality." }, { "id": "gemini-enterprise:gemini-enterprise:r4-compliance-scope", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/compliance-security-controls", "title": "Gemini Enterprise compliance and security controls", "locator": "Certifications; AlphaEvolve and Antigravity limitations", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Standard/Plus Agentic AI Service scope is distinguished from Notebook and developer-tool exceptions. Listing a compliance program is not verification of a current certificate/report." }, { "id": "gemini-enterprise:gemini-enterprise:g-encryption", "productId": "gemini-enterprise", "kind": "documented", "url": "https://docs.cloud.google.com/gemini/enterprise/docs/cmek", "title": "Customer-managed encryption keys", "locator": "Supported locations; limitations; external key management", "sourceDate": "2026-10-15", "retrievedAt": "2026-10-21", "finding": "CMEK, EKM/HSM and regional limitations are documented; a key option does not make all tools residency compliant." }, { "id": "gemini-enterprise:gemini-enterprise:g-business", "productId": "gemini-enterprise", "kind": "vendor-claimed", "url": "https://cloud.google.com/gemini-enterprise/business?hl=en", "title": "Gemini Enterprise Business edition", "locator": "Starting price; FAQs on trial, security and admin controls", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Business advertises a starting seat price and 30-day trial, with a separate connector/admin package." }, { "id": "dust:dust:fx-ecb", "productId": "dust", "kind": "documented", "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml", "title": "ECB historical euro reference rates", "locator": "Cube time=2026-10-20, USD and CHF", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "EUR 1 = USD 1.1215 = CHF 0.9237 on October 20, 2026." }, { "id": "gemini-enterprise:gemini-enterprise:fx-ecb-2026-10-20", "productId": "gemini-enterprise", "kind": "documented", "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml", "title": "ECB historical euro foreign exchange reference rates", "locator": "Cube time=2026-10-20; USD and CHF reference rates", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "The October 20 reference rates are EUR 1 = USD 1.1215 = CHF 0.9237. Unknown Gemini licence totals are not converted." }, { "id": "gemini-enterprise:gemini-enterprise:r4-pricing-gap", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/gemini-enterprise/faq", "title": "Gemini Enterprise app FAQ", "locator": "Access and purchase of Standard, Plus and Frontline; business trial", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The FAQ directs purchase of Standard, Plus and Frontline to Google Cloud sales without a public base price. Business and the standalone Notebook purchase/trial routes are separate." }, { "id": "gemini-enterprise:gemini-enterprise:g-pricing", "productId": "gemini-enterprise", "kind": "vendor-claimed", "url": "https://cloud.google.com/gemini-enterprise#pricing", "title": "Gemini for business product page", "locator": "FAQ: models; evaluation; early-access disclosure", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The top-level universal-agent marketing page says several capabilities and third-party choice are early access; it is broader than the current Enterprise app docs." }, { "id": "dust:dust:licence", "productId": "dust", "kind": "documented", "url": "https://github.com/dust-tt/dust/blob/2b1a4973af824f8ff970d585c5eb1f40ae76186c/LICENSE", "title": "Dust repository LICENSE at pinned commit", "locator": "Root LICENSE, MIT permission grant", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The pinned public repository root licence is MIT; hosted service terms and third-party components are separate." }, { "id": "gemini-enterprise:gemini-enterprise:g-terms-main", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/terms", "title": "Google Cloud terms of service", "locator": "Intellectual Property Rights; licence and service terms", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The hosted service is supplied under commercial Cloud terms; these terms do not license the platform for self-hosting." }, { "id": "dust:dust:get-document", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/api-reference/datasources/retrieve-a-document-from-a-data-source", "title": "Retrieve a document from a data source", "locator": "Endpoint and response", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The API retrieves a source document; this does not establish a complete one-click tenant export." }, { "id": "dust:dust:support", "productId": "dust", "kind": "documented", "url": "https://dust.tt/home/support", "title": "Dust Support", "locator": "Support channels", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The vendor provides public support entry points and community/documentation resources." }, { "id": "gemini-enterprise:gemini-enterprise:g-support", "productId": "gemini-enterprise", "kind": "documented", "url": "https://cloud.google.com/support", "title": "Google Cloud Customer Care", "locator": "Basic, Standard, Enhanced and Premium support", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Support is packaged in separate Customer Care tiers; the retrieved page does not establish a Gemini-specific local-language SLA." }, { "id": "gemini-enterprise:gemini-enterprise:g-status", "productId": "gemini-enterprise", "kind": "documented", "url": "https://status.cloud.google.com/", "title": "Google Cloud Service Health", "locator": "Service status and incident history", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Google publishes Cloud service health and dated incident information; this is not itself a Gemini Enterprise uptime commitment." }, { "id": "dust:dust:rollout", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/dust-rollout-guide/index", "title": "Dust Rollout Guide", "locator": "Rollout phases", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public rollout guidance covers setup, launch, team education and measurement." }, { "id": "dust:dust:training", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/dust-rollout-guide/team-onboarding-material", "title": "Team onboarding material", "locator": "Training resources", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dust provides reusable team-onboarding material." }, { "id": "dust:dust:r2-department-guides", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/use-cases-and-guides/index.md", "title": "Dust Use Cases and Guides", "locator": "Use Cases by Department", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public guides are organized by Sales, Support, Marketing, Engineering, Data, Knowledge, People, Product and Collaboration." }, { "id": "dust:dust:r2-sales-guide", "productId": "dust", "kind": "documented", "url": "https://docs.dust.tt/docs/user-documentation/getting-started/use-cases-and-guides/sales.md", "title": "Dust Sales use-case guide", "locator": "Sales agent examples and build links", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The Sales guide provides concrete role-based agent examples; this is public learning material, not a contracted training entitlement." } ] }