{ "schemaVersion": 1, "rubricVersion": "1.1", "kind": "pair", "slug": "cohere-north-vs-omnifact", "canonicalUrl": "https://onaihq.com/compare/agents/cohere-north-vs-omnifact/", "markdownUrl": "https://onaihq.com/compare/agents/cohere-north-vs-omnifact/index.md", "dataUrl": "https://onaihq.com/compare/agents/cohere-north-vs-omnifact/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": "cohere-north", "name": "Cohere North", "website": "https://cohere.com/north", "repository": null, "pageUrl": "https://onaihq.com/compare/agents/products/cohere-north/", "lifecycle": { "status": "sunset", "note": "Version-scoped component migration: legacy Jira removed in North 2.0; legacy Google Drive and guardrail REST slated for removal in 2.1, Salesforce legacy and Data Interpreter deprecated without a fixed date. Whole North continues.", "scope": "Legacy North connectors/APIs/Data Interpreter only; customer upgrade version determines removal.", "continuation": "New Jira/Google Drive/Salesforce tools, guardrail gRPC and Code sandbox replace legacy paths; connection recreation or application migration may be required.", "announcementDate": "2026-10-16", "serviceEndDate": null, "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-north-changelog", "cohere-north:cohere-north:n-doc-36" ] }, "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-api", "name": "North instance REST API and SDK access", "type": "api" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" }, { "id": "north-mobile", "name": "North iOS and alpha Android app", "type": "mobile" }, { "id": "model-vault", "name": "Optional Cohere-managed Model Vault inference with customer-hosted North", "type": "api" }, { "id": "platform-api", "name": "Separate Cohere Platform model API; policies scoped separately", "type": "api" } ], "sourcedClaimCount": 49, "statedByVendorCount": 0, "crossCheckedClaimCount": 49, "sourcedOnlyClaimCount": 0, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-26" }, { "id": "omnifact", "name": "Omnifact", "website": "https://omnifact.ai", "repository": null, "pageUrl": "https://onaihq.com/compare/agents/products/omnifact/", "lifecycle": { "status": "unknown", "note": null }, "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" }, { "id": "self-managed", "name": "Omnifact Enterprise customer-cloud/on-premise", "type": "self-hosted-server" }, { "id": "widget", "name": "Omnifact example embeddable widget", "type": "browser-widget" }, { "id": "cli", "name": "Omnifact document/chat CLI and XWiki sync", "type": "cli" } ], "sourcedClaimCount": 49, "statedByVendorCount": 0, "crossCheckedClaimCount": 49, "sourcedOnlyClaimCount": 0, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-21" } ], "coverage": { "totalCriteria": 51, "sharedCrossCheckedCriteria": 47, "sharedSourcedCriteria": 47, "crossCheckedCriteriaByProduct": { "cohere-north": 49, "omnifact": 49 }, "sourcedOnlyCriteriaByProduct": { "cohere-north": 0, "omnifact": 0 }, "sourcedCriteriaByProduct": { "cohere-north": 49, "omnifact": 49 }, "crossCheckedCriterionRows": 51, "sourcedOnlyCriterionRows": 0, "sourcedCriterionRows": 51, "statedByVendorRows": 0 }, "criteria": [ { "id": "MOD-01", "title": "Model catalogue and providers", "group": { "id": 1, "name": "Models" }, "judgment": "List each available model by provider and plan, including reasoning, fast and multimodal variants. Record whether the user picks the model, the product routes automatically, or both. A provider counts only if at least one of its current models is selectable on the scoped plan.", "questions": [ { "id": "providers", "question": "Which model providers are available?" }, { "id": "current_models", "question": "Which current models are selectable on this plan?" }, { "id": "user_choice", "question": "Can users pick the model per chat?" }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?" }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North supports customer-configured Cohere and external providers; deployed models determine availability.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform 2.0.1; alpha model-tier aliases and direct image input; North Mini separately Beta", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "supported", "answer": "Provider types include customer Cohere containers, Cohere Platform/compatibility, vLLM, Azure Cohere, Bedrock, SageMaker, Azure OpenAI, OpenAI and Anthropic.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177-20261026" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "partial", "answer": "The model card documents North Large 01-2026, and the October 16 release adds North Mini Beta. The Skills guide recommends additional external model identifiers, but those do not establish what any customer deployment has installed or licensed.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-32-20261026", "cohere-north:cohere-north:north-release-html-20261026", "cohere-north:cohere-north:n-doc-12-20261026", "cohere-north:cohere-north:n-doc-134-20261026" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "Default-agent chat has a model picker; custom agents choose models in settings. Alpha tier picker aliases Default/Alternate/Legacy and can expose additional permitted models.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1-20261026", "cohere-north:cohere-north:n-doc-134-20261026" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "partial", "answer": "Documented resolution is group default, Default alias, then deployment default; inaccessible aliases silently fall back to provider default with a log warning. Automatic task-based routing across providers and UI disclosure of that fallback remain unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-134-20261026" ] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "partial", "answer": "North Large 01-2026 accepts text/images,256K input and32K text output. Alpha image input is Cohere-only; visual parser handles PDF/DOCX/PPTX, including OCR. Dictation uses configured ASR; complete per-model matrix unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-32-20261026", "cohere-north:cohere-north:n-doc-14-20261026", "cohere-north:cohere-north:n-doc-97-20261026" ] } ], "limitations": [ "current_models: The model card documents North Large 01-2026, and the October 16 release adds North Mini Beta. The Skills guide recommends additional external model identifiers, but those do not establish what any customer deployment has installed or licensed.", "auto_routing: Documented resolution is group default, Default alias, then deployment default; inaccessible aliases silently fall back to provider default with a log warning. Automatic task-based routing across providers and UI disclosure of that fallback remain unknown.", "multimodal_input: North Large 01-2026 accepts text/images,256K input and32K text output. Alpha image input is Cohere-only; visual parser handles PDF/DOCX/PPTX, including OCR. Dictation uses configured ASR; complete per-model matrix unknown." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177-20261026", "cohere-north:cohere-north:n-doc-32-20261026", "cohere-north:cohere-north:north-release-html-20261026", "cohere-north:cohere-north:n-doc-12-20261026", "cohere-north:cohere-north:n-doc-134-20261026", "cohere-north:cohere-north:n-doc-1-20261026", "cohere-north:cohere-north:n-doc-14-20261026", "cohere-north:cohere-north:n-doc-97-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Manual selection spans OpenAI, Anthropic, Google and Mistral with EU/direct routes and tier controls.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise managed model catalogue; customer API keys and custom/self-hosted endpoints require Enterprise BYOK", "addOns": [ "Enterprise BYOK for custom provider endpoints" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "partial", "answer": "Pro/Enterprise managed provider options include OpenAI/AzureOpenAI, Anthropic, Google/Vertex and Mistral subject to workspace configuration. Customer API keys, custom OpenAI-compatible endpoints and self-hosted model connections require Enterprise BYOK. Optional DPA-listed Groq is not treated as a currently selectable managed model.", "evidenceIds": [ "omnifact:omnifact:providers-rev2", "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:models" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "partial", "answer": "Public text catalogue: GPT6Sol/Luna,5.6Sol/Terra/Luna,5.5,5.4/mini,5.2,5.1,5/mini/nano,4.1/mini/nano,4o/mini,4,3.5; Claude Opus5.5/5/4.8/4.7/4.6/4.5/4.1/4, Sonnet5.5/5/4.6/4.5/4, Haiku5.5/4.5; Gemini4Argon,3.8/3.7/3.6/3.5Flash,3.5Flash Lite,3.1Pro/Flash Lite,3Pro,2.5Pro/Flash,2.0Flash/Flash Lite; Mistral Medium3.5/3, Large3, Small4, Nemo, Ministral8B, Pixtral Large, Codestral, Devstral Small. Each is subject to admin enablement, tier, route and provider availability; not independently tested in picker.", "evidenceIds": [ "omnifact:omnifact:models" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "Picker changes before/within a conversation and shows provider logo, model name and region flag. Reasoning effort has Low/Medium/High/Extra High depending on model.", "evidenceIds": [ "omnifact:omnifact:select" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "unknown", "answer": "Does the product route between models automatically, and is the chosen model shown? Unknown. No documented automatic cross-model routing strategy or chosen-model display after automatic routing was established; autonomous tool selection is separate from model routing.", "evidenceIds": [] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "partial", "answer": "Image input only for capable selected models; experimental audio uploads need audio-capable models. Extracted document text and code tools are separate paths; no complete model-by-model native audio matrix was established.", "evidenceIds": [ "omnifact:omnifact:files", "omnifact:omnifact:groups-rev2" ] } ], "limitations": [ "current_models: Public text catalogue: GPT6Sol/Luna,5.6Sol/Terra/Luna,5.5,5.4/mini,5.2,5.1,5/mini/nano,4.1/mini/nano,4o/mini,4,3.5; Claude Opus5.5/5/4.8/4.7/4.6/4.5/4.1/4, Sonnet5.5/5/4.6/4.5/4, Haiku5.5/4.5; Gemini4Argon,3.8/3.7/3.6/3.5Flash,3.5Flash Lite,3.1Pro/Flash Lite,3Pro,2.5Pro/Flash,2.0Flash/Flash Lite; Mistral Medium3.5/3, Large3, Small4, Nemo, Ministral8B, Pixtral Large, Codestral, Devstral Small. Each is subject to admin enablement, tier, route and provider availability; not independently tested in picker.", "multimodal_input: Image input only for capable selected models; experimental audio uploads need audio-capable models. Extracted document text and code tools are separate paths; no complete model-by-model native audio matrix was established.", "Unverified auto_routing: No documented automatic cross-model routing strategy or chosen-model display after automatic routing was established; autonomous tool selection is separate from model routing." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:providers-rev2", "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:models", "omnifact:omnifact:select", "omnifact:omnifact:files", "omnifact:omnifact:groups-rev2", "omnifact:omnifact:pricing-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:MOD-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dated platform notes and operator-pinned model artifacts exist; provider release lag is unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "release_lag_days", "question": "What was the lag for each of the last three major releases, per provider?", "support": "unknown", "answer": "Unknown for release_lag_days. No matched provider/product dates for the last three releases or contractual model-removal notice period was retrieved.", "evidenceIds": [] }, { "id": "changelog", "question": "Is there a dated public model changelog?", "support": "supported", "answer": "Public North release notes through October 20 v2.0.1 include model and feature changes.", "evidenceIds": [ "cohere-north:cohere-north:n-north-changelog" ] }, { "id": "deprecation_notice", "question": "How much notice is given before a model is removed?", "support": "unknown", "answer": "Unknown for deprecation_notice. No matched provider/product dates for the last three releases or contractual model-removal notice period was retrieved.", "evidenceIds": [] }, { "id": "version_pinning", "question": "Can an admin keep an older model version?", "support": "partial", "answer": "Self-hosted serving images/model artifacts are versioned independently; operators select image tags/digests. This does not guarantee retention of external API model versions.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-168" ] } ], "limitations": [ "Remaining atomic gaps: release_lag_days, deprecation_notice." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-north-changelog", "cohere-north:cohere-north:n-doc-168" ] }, { "productId": "omnifact", "claimId": "omnifact:MOD-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dated model/feature changelog exists; exact release lag and fixed deprecation policy are unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "release_lag_days", "question": "What was the lag for each of the last three major releases, per provider?", "support": "unknown", "answer": "What was the lag for each of the last three major releases, per provider? Unknown. Last-three major releases per provider were not reconciled against provider GA dates; no binding removal notice or Saa S version-pinning guarantee was established.", "evidenceIds": [] }, { "id": "changelog", "question": "Is there a dated public model changelog?", "support": "supported", "answer": "Monthly release notes updated2026-10-20; individual feature posts date Gemini4Argon October 13, Haiku5.5 October 8, Sonnet5.5 September 28 and GPT6/Opus5.5 September 22.", "evidenceIds": [ "omnifact:omnifact:changes", "omnifact:omnifact:blog" ] }, { "id": "deprecation_notice", "question": "How much notice is given before a model is removed?", "support": "unknown", "answer": "How much notice is given before a model is removed? Unknown. Last-three major releases per provider were not reconciled against provider GA dates; no binding removal notice or Saa S version-pinning guarantee was established.", "evidenceIds": [] }, { "id": "version_pinning", "question": "Can an admin keep an older model version?", "support": "unknown", "answer": "Can an admin keep an older model version? Unknown. Last-three major releases per provider were not reconciled against provider GA dates; no binding removal notice or Saa S version-pinning guarantee was established.", "evidenceIds": [] } ], "limitations": [ "Unverified release_lag_days, deprecation_notice, version_pinning: Last-three major releases per provider were not reconciled against provider GA dates; no binding removal notice or Saa S version-pinning guarantee was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:changes", "omnifact:omnifact:blog" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:MOD-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North documents own keys, cloud deployments and OpenAI-compatible endpoints.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform 2.0.1; alpha direct image input restriction; provider registration is separately scoped", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "own_api_keys", "question": "Can the customer use its own provider API keys?", "support": "supported", "answer": "Provider registration accepts customer API keys or identity tokens; declarative providers reference Kubernetes Secrets.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-134-20261026", "cohere-north:cohere-north:n-doc-177-20261026" ] }, { "id": "own_cloud_contract", "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?", "support": "partial", "answer": "Own Azure OpenAI, Bedrock Cohere/Anthropic and SageMaker endpoints documented. Foundry can bill supported inference to customer Azure subscription; Vertex integration not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177-20261026", "cohere-north:cohere-north:n-doc-135-20261026", "cohere-north:cohere-north:n-doc-218-20261026" ] }, { "id": "custom_endpoint", "question": "Can an admin add any OpenAI-compatible endpoint?", "support": "supported", "answer": "OpenAI provider base_url can point at compatible endpoints; vLLM and Cohere compatibility provider types also supported. Actual compatibility still depends on model/tool schema.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177-20261026" ] }, { "id": "byo_pricing", "question": "Does BYO change the licence price?", "support": "unknown", "answer": "Unknown for byo_pricing. Provider configuration is documented; commercial BYO discounts and complete feature parity across every provider remain unknown. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers?format=html, https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic?format=html. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "byo_restrictions", "question": "Which features stop working with BYO?", "support": "partial", "answer": "Alpha direct image input currently requires Cohere models. Foundry lacks North Large/sparse and Compass keyless model authentication; complete per-provider feature parity remains unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-14-20261026", "cohere-north:cohere-north:n-doc-218-20261026" ] } ], "limitations": [ "own_cloud_contract: Own Azure OpenAI, Bedrock Cohere/Anthropic and SageMaker endpoints documented. Foundry can bill supported inference to customer Azure subscription; Vertex integration not established.", "byo_pricing: Unknown for byo_pricing. Provider configuration is documented; commercial BYO discounts and complete feature parity across every provider remain unknown. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers?format=html, https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic?format=html. No additional scoped evidence established this answer.", "byo_restrictions: Alpha direct image input currently requires Cohere models. Foundry lacks North Large/sparse and Compass keyless model authentication; complete per-provider feature parity remains unknown." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-134-20261026", "cohere-north:cohere-north:n-doc-177-20261026", "cohere-north:cohere-north:n-doc-135-20261026", "cohere-north:cohere-north:n-doc-218-20261026", "cohere-north:cohere-north:n-doc-14-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:MOD-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise BYOK supports own provider accounts and custom OpenAI-compatible connections.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise BYOK, customer provider contracts", "addOns": [ "Customer provider charges separate" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "own_api_keys", "question": "Can the customer use its own provider API keys?", "support": "supported", "answer": "Enterprise only; connects own provider API keys, charges provider account and bypasses standard Omnifact rate limits.", "evidenceIds": [ "omnifact:omnifact:providers" ] }, { "id": "own_cloud_contract", "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?", "support": "partial", "answer": "Supported environments include Azure OpenAI, Vertex Anthropic/Vertex Google; model settings mention AWSBedrock via custom endpoints. Customer deployment/contract setup details not fully specified.", "evidenceIds": [ "omnifact:omnifact:providers", "omnifact:omnifact:model-settings" ] }, { "id": "custom_endpoint", "question": "Can an admin add any OpenAI-compatible endpoint?", "support": "supported", "answer": "Custom provider supports OpenAI-compatible endpoints; self-hosted connection enabled with support.", "evidenceIds": [ "omnifact:omnifact:providers", "omnifact:omnifact:terms" ] }, { "id": "byo_pricing", "question": "Does BYO change the licence price?", "support": "partial", "answer": "BYOK moves model costs to customer account/negotiated rates; Enterprise licence adjustment is quote-only.", "evidenceIds": [ "omnifact:omnifact:providers" ] }, { "id": "byo_restrictions", "question": "Which features stop working with BYO?", "support": "unknown", "answer": "Which features stop working with BYO? Unknown. No complete BYOK-specific feature failure/parity matrix or public licence discount was established.", "evidenceIds": [] } ], "limitations": [ "own_cloud_contract: Supported environments include Azure OpenAI, Vertex Anthropic/Vertex Google; model settings mention AWSBedrock via custom endpoints. Customer deployment/contract setup details not fully specified.", "byo_pricing: BYOK moves model costs to customer account/negotiated rates; Enterprise licence adjustment is quote-only.", "Unverified byo_restrictions: No complete BYOK-specific feature failure/parity matrix or public licence discount was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:providers", "omnifact:omnifact:model-settings", "omnifact:omnifact:terms" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:MOD-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North chat and retrieval models can run in customer infrastructure.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "self_hosted_chat", "question": "Can chat use a customer-hosted model?", "support": "supported", "answer": "Customer Cohere serving containers and vLLM endpoints are supported; independent model chart deploys generative services in customer GPU clusters.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177", "cohere-north:cohere-north:n-doc-168" ] }, { "id": "self_hosted_embeddings", "question": "Can retrieval use customer-hosted embeddings?", "support": "partial", "answer": "Packed Compass provides local dense embeddings, sparse and rerank. Operator connects North/Compass to these services; arbitrary embedding model compatibility was not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-168" ] }, { "id": "feature_parity", "question": "Which features fail with self-hosted models?", "support": "partial", "answer": "Local visual processing needs parser/GPU deployment; hosted search/MCP needs egress. Foundry lacks sparse/North Large, so mixed inference required there. No full disconnected parity matrix retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-14", "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-218" ] }, { "id": "vendor_hosted_open_models", "question": "Does the vendor host open-weight models in EU/CH?", "support": "unknown", "answer": "Unknown for vendor_hosted_open_models. Self-hosted Cohere models and Compass are documented; arbitrary embedding-model compatibility and a Cohere-operated EU/CH open-model hosting SKU were not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: vendor_hosted_open_models." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177", "cohere-north:cohere-north:n-doc-168", "cohere-north:cohere-north:n-doc-14", "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-218" ] }, { "productId": "omnifact", "claimId": "omnifact:MOD-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise can integrate customer-hosted models; embedding and tool parity remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise self-hosted model connection", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "self_hosted_chat", "question": "Can chat use a customer-hosted model?", "support": "supported", "answer": "Enterprise lists self-hosted LLMs; terms6.4 requires coordination with support and custom provider endpoints are documented.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:providers", "omnifact:omnifact:terms" ] }, { "id": "self_hosted_embeddings", "question": "Can retrieval use customer-hosted embeddings?", "support": "unknown", "answer": "Can retrieval use customer-hosted embeddings? Unknown. No documented customer-hosted embedding route or exhaustive feature-parity matrix was established; on-premise platform availability alone does not prove either.", "evidenceIds": [] }, { "id": "feature_parity", "question": "Which features fail with self-hosted models?", "support": "unknown", "answer": "Which features fail with self-hosted models? Unknown. No documented customer-hosted embedding route or exhaustive feature-parity matrix was established; on-premise platform availability alone does not prove either.", "evidenceIds": [] }, { "id": "vendor_hosted_open_models", "question": "Does the vendor host open-weight models in EU/CH?", "support": "partial", "answer": "Mistral family appears with EU flags; the operating party and infrastructure for every open-weight route are not fully mapped. It is not proof of Swiss hosting.", "evidenceIds": [ "omnifact:omnifact:models" ] } ], "limitations": [ "vendor_hosted_open_models: Mistral family appears with EU flags; the operating party and infrastructure for every open-weight route are not fully mapped. It is not proof of Swiss hosting.", "Unverified self_hosted_embeddings, feature_parity: No documented customer-hosted embedding route or exhaustive feature-parity matrix was established; on-premise platform availability alone does not prove either." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:providers", "omnifact:omnifact:terms", "omnifact:omnifact:models" ] } ] }, { "id": "MOD-05", "title": "Model control and usage limits", "group": { "id": 1, "name": "Models" }, "judgment": "Record admin allow-lists per group, default models, restrictions on which models may see which data, and per-user rate or fair-use limits. Test one restriction with two users in different groups. Record limits as enforced stops, warnings or undocumented fair use.", "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?" }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?" }, { "id": "default_model", "question": "Can admins set the default model?" }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?" }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:MOD-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Group model controls have additive and shared-agent exceptions; alpha limits require deployment.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform 2.0.1; alpha model RBAC and Flow control; Models UI separately Beta", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?", "support": "supported", "answer": "Beta Models UI configures provider/model user/group access; alpha model RBAC must be enabled. Provider OR model grants access, admins bypass; shared agents use owner permissions, not each recipient.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-134-20261026", "cohere-north:cohere-north:n-doc-18-20261026" ] }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?", "support": "unknown", "answer": "Unknown for data_bound_models. Model RBAC and alpha rate limits are documented; content-bound model exclusion and measured enforcement were not tested. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents?format=html, https://private.docs.cohere.com/north/docs/admin/flow-control?format=html. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "default_model", "question": "Can admins set the default model?", "support": "supported", "answer": "Group defaults precede Default tier and deployment default. Aliases are per deployment and initially empty.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-134-20261026" ] }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?", "support": "partial", "answer": "Alpha Flow control supports requests/input/output tokens by user/group/model/source/provider and time window. Limits default unlimited; no fixed commercial message allowance was retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-137-20261026" ] }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?", "support": "partial", "answer": "Configured limits block until window resets. Enforcement requires Helm proxy services; UI alone does nothing. Failure policy may allow or deny requests and token estimation is optional; actual overshoot untested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-137-20261026" ] } ], "limitations": [ "data_bound_models: Unknown for data_bound_models. Model RBAC and alpha rate limits are documented; content-bound model exclusion and measured enforcement were not tested. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/models?format=html, https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents?format=html, https://private.docs.cohere.com/north/docs/admin/flow-control?format=html. No additional scoped evidence established this answer.", "user_limits: Alpha Flow control supports requests/input/output tokens by user/group/model/source/provider and time window. Limits default unlimited; no fixed commercial message allowance was retrieved.", "limit_behaviour: Configured limits block until window resets. Enforcement requires Helm proxy services; UI alone does nothing. Failure policy may allow or deny requests and token estimation is optional; actual overshoot untested." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-134-20261026", "cohere-north:cohere-north:n-doc-18-20261026", "cohere-north:cohere-north:n-doc-137-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:MOD-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Groups add model-tier/capability permissions while organization settings control concrete models/routes.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?", "support": "partial", "answer": "Groups add Base/Standard/Premium-tier and US-hosted-model access. Everyone and overlapping groups union grants; no deny overrides. Concrete model enablement is organization-wide, not an arbitrary per-group model list.", "evidenceIds": [ "omnifact:omnifact:groups", "omnifact:omnifact:model-settings" ] }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?", "support": "partial", "answer": "Admins disable providers/models globally; DPA annexes also describe per-Space provider approval. No tested classifier routes knowledge content to distinct allowed models automatically.", "evidenceIds": [ "omnifact:omnifact:model-settings", "omnifact:omnifact:dpa" ] }, { "id": "default_model", "question": "Can admins set the default model?", "support": "partial", "answer": "October notes set Haiku5.5 as fast default for new organizations. Image default and Published Space model are configurable; universal organization text-default setting not established.", "evidenceIds": [ "omnifact:omnifact:changes", "omnifact:omnifact:model-settings", "omnifact:omnifact:published" ] }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?", "support": "partial", "answer": "Plan-determined per-user24-hour rolling message quotas show remaining count/reset. Numeric plan quotas are not public; pooled credit and page limits are separate.", "evidenceIds": [ "omnifact:omnifact:chat" ] }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?", "support": "supported", "answer": "Daily message exhaustion disables new sends until reset. Monthly credit exhaustion greys premium models and chat falls back; Gateway returns credit error for all models without fallback.", "evidenceIds": [ "omnifact:omnifact:chat", "omnifact:omnifact:limits", "omnifact:omnifact:gateway" ] } ], "limitations": [ "model_allowlist_by_group: Groups add Base/Standard/Premium-tier and US-hosted-model access. Everyone and overlapping groups union grants; no deny overrides. Concrete model enablement is organization-wide, not an arbitrary per-group model list.", "data_bound_models: Admins disable providers/models globally; DPA annexes also describe per-Space provider approval. No tested classifier routes knowledge content to distinct allowed models automatically.", "default_model: October notes set Haiku5.5 as fast default for new organizations. Image default and Published Space model are configurable; universal organization text-default setting not established.", "user_limits: Plan-determined per-user24-hour rolling message quotas show remaining count/reset. Numeric plan quotas are not public; pooled credit and page limits are separate." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:groups", "omnifact:omnifact:model-settings", "omnifact:omnifact:dpa", "omnifact:omnifact:changes", "omnifact:omnifact:published", "omnifact:omnifact:chat", "omnifact:omnifact:limits", "omnifact:omnifact:gateway" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:KNOW-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Broad file formats and optional OCR are documented; the effective My files size limit for a deployment remains unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "formats", "question": "Which formats are accepted?", "support": "supported", "answer": "Office/PDF/text/HTML/email/JSON/XML/EPUB and tabular formats; common images, audio/video with parser enabled. Upload/index support differs from preview and individual vision model support.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-73-20261026", "cohere-north:cohere-north:n-doc-14-20261026" ] }, { "id": "limits", "question": "What size and count limits apply per file and chat?", "support": "partial", "answer": "The effective My files default is unknown: its dedicated guide states 50 MB/file subject to configuration, while Supported files describes a 100 MB limit across all files. Neither is asserted as the verified deployment limit. Separately, chat images are limited to 20/message, 5 MB/image and 20 MB total; the supported-files guide lists 500 MB for SharePoint/OneDrive.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-66-20261026", "cohere-north:cohere-north:n-doc-73-20261026", "cohere-north:cohere-north:n-doc-1-20261026" ] }, { "id": "ocr", "question": "Are scanned PDFs read?", "support": "partial", "answer": "Vision parser can OCR scanned PDFs and extract visual tables; alpha setup requires smart parser and hosted vision parser. More than500 visual pages fall back to pure text processing. No scan test run.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-14-20261026", "cohere-north:cohere-north:n-doc-100-20261026" ] }, { "id": "spreadsheets", "question": "Are Excel tables read with structure intact?", "support": "partial", "answer": "The supported-files guide says spreadsheet rows are not indexed for ordinary search and requires Data Interpreter for tabular prompts. Beta Skills also provide spreadsheet/CSV file operations through the code sandbox. Workbook formula/structure fidelity has not been tested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-73-20261026", "cohere-north:cohere-north:n-doc-12-20261026", "cohere-north:cohere-north:north-release-html-20261026" ] }, { "id": "full_vs_chunked", "question": "Is the whole file used or only retrieved parts, and does the user see which?", "support": "unknown", "answer": "The SharePoint and OneDrive implementation guides remain inaccessible in Markdown, HTML and page-level index forms on 2026-10-26. Retrieved My files and multimodality guides do not establish universal full-file/chunk thresholds or prompt-context disclosure. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/get-started/supported-files?format=html, https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality?format=html, https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home?format=html. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "limits: The effective My files default is unknown: its dedicated guide states 50 MB/file subject to configuration, while Supported files describes a 100 MB limit across all files. Neither is asserted as the verified deployment limit. Separately, chat images are limited to 20/message, 5 MB/image and 20 MB total; the supported-files guide lists 500 MB for SharePoint/OneDrive.", "ocr: Vision parser can OCR scanned PDFs and extract visual tables; alpha setup requires smart parser and hosted vision parser. More than500 visual pages fall back to pure text processing. No scan test run.", "spreadsheets: The supported-files guide says spreadsheet rows are not indexed for ordinary search and requires Data Interpreter for tabular prompts. Beta Skills also provide spreadsheet/CSV file operations through the code sandbox. Workbook formula/structure fidelity has not been tested.", "full_vs_chunked: The SharePoint and OneDrive implementation guides remain inaccessible in Markdown, HTML and page-level index forms on 2026-10-26. Retrieved My files and multimodality guides do not establish universal full-file/chunk thresholds or prompt-context disclosure. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/get-started/supported-files?format=html, https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality?format=html, https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home?format=html. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-73-20261026", "cohere-north:cohere-north:n-doc-14-20261026", "cohere-north:cohere-north:n-doc-66-20261026", "cohere-north:cohere-north:n-doc-1-20261026", "cohere-north:cohere-north:n-doc-100-20261026", "cohere-north:cohere-north:n-doc-12-20261026", "cohere-north:cohere-north:north-release-html-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Broad attachment formats and published limits exist; indexing uses OCR/chunks while workbook fidelity is untested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "formats", "question": "Which formats are accepted?", "support": "supported", "answer": "PDF, Word, Excel, Power Point, Open Document text/presentation, TXT, JSON, Markdown, CSV, SVG; images PNG/JPEG/Web P/HEIC/HEIF/AVIF/BMP/GIF/ICO/TIFF/SVG; audio examples MP3/WAV/AAC/FLAC with group/model restriction.", "evidenceIds": [ "omnifact:omnifact:files" ] }, { "id": "limits", "question": "What size and count limits apply per file and chat?", "support": "partial", "answer": "10 attachments/message;8000 text characters/message;20MB/image;25MB/audio. Space Uploaded Files FAQ says no individual/aggregate file-size limit; ordinary document/chat count ceilings not fully specified.", "evidenceIds": [ "omnifact:omnifact:files", "omnifact:omnifact:uploads" ] }, { "id": "ocr", "question": "Are scanned PDFs read?", "support": "partial", "answer": "Space upload pipeline documents Apache Tika OCR for scanned PDFs/images; no accuracy fixture.", "evidenceIds": [ "omnifact:omnifact:uploads" ] }, { "id": "spreadsheets", "question": "Are Excel tables read with structure intact?", "support": "partial", "answer": "Spreadsheet inputs can be processed with executed Python and native XLSX formulas; structure/merged cells/formula preservation not tested.", "evidenceIds": [ "omnifact:omnifact:documents" ] }, { "id": "full_vs_chunked", "question": "Is the whole file used or only retrieved parts, and does the user see which?", "support": "partial", "answer": "Space documents are extracted/chunked/embedded and relevant sections retrieved with progress/citation displays. Exact direct-attachment full-text thresholds were not established.", "evidenceIds": [ "omnifact:omnifact:uploads", "omnifact:omnifact:retrieval" ] } ], "limitations": [ "limits: 10 attachments/message;8000 text characters/message;20MB/image;25MB/audio. Space Uploaded Files FAQ says no individual/aggregate file-size limit; ordinary document/chat count ceilings not fully specified.", "ocr: Space upload pipeline documents Apache Tika OCR for scanned PDFs/images; no accuracy fixture.", "spreadsheets: Spreadsheet inputs can be processed with executed Python and native XLSX formulas; structure/merged cells/formula preservation not tested.", "full_vs_chunked: Space documents are extracted/chunked/embedded and relevant sections retrieved with progress/citation displays. Exact direct-attachment full-text thresholds were not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:files", "omnifact:omnifact:uploads", "omnifact:omnifact:documents", "omnifact:omnifact:retrieval" ] } ] }, { "id": "KNOW-02", "title": "Knowledge bases and shared collections", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "Record curated document collections that persist across chats, who can create and share them, size limits, and how they attach to assistants. Distinguish personal, group and organisation-wide scope.", "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?" }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?" }, { "id": "size_limits", "question": "What are the collection limits?" }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:KNOW-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Beta Libraries persist shared source collections; alpha Projects are separate private workspaces.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform 2.0.1; alpha Projects; Libraries separately Beta", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?", "support": "supported", "answer": "Libraries reuse uploaded/My files/Google/Microsoft collections across agents/chats/nodes. Alpha Projects index separate private project files.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-42-20261026", "cohere-north:cohere-north:n-doc-11-20261026" ] }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?", "support": "supported", "answer": "Libraries support user/group/company access with source-dependent roles; Outlook/Exchange remain private. Attaching library to shared agent does not grant library access.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-42-20261026", "cohere-north:cohere-north:n-doc-133-20261026" ] }, { "id": "size_limits", "question": "What are the collection limits?", "support": "partial", "answer": "Alpha Projects default to a 2 GiB aggregate allowance per user across projects. Beta Libraries/uploads use administrator-configured file-size/count settings; complete effective deployment limits were not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-11-20261026", "cohere-north:cohere-north:n-doc-42-20261026", "cohere-north:cohere-north:n-doc-66-20261026" ] }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?", "support": "supported", "answer": "Agent Resources bind persistent libraries; composer attachment applies to one chat only. Shared recipients must already have library Viewer access.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-42-20261026", "cohere-north:cohere-north:n-doc-18-20261026" ] } ], "limitations": [ "size_limits: Alpha Projects default to a 2 GiB aggregate allowance per user across projects. Beta Libraries/uploads use administrator-configured file-size/count settings; complete effective deployment limits were not retrieved." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-42-20261026", "cohere-north:cohere-north:n-doc-11-20261026", "cohere-north:cohere-north:n-doc-133-20261026", "cohere-north:cohere-north:n-doc-66-20261026", "cohere-north:cohere-north:n-doc-18-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Spaces persist and share uploaded/connected knowledge. The applicable Pro page quota remains unknown; Enterprise advertises unlimited pages.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro up to50users and Enterprise Spaces; actual Pro page quota unverified", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?", "support": "supported", "answer": "Uploaded Files and connected folders persist in a Space for multiple conversations; message attachments remain specific to their conversation.", "evidenceIds": [ "omnifact:omnifact:spaces" ] }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?", "support": "supported", "answer": "Organization users/groups including Everyone; Admin/Editor manage, Member queries. Groups receive view-only membership; edit grants are individual.", "evidenceIds": [ "omnifact:omnifact:share" ] }, { "id": "size_limits", "question": "What are the collection limits?", "support": "partial", "answer": "Enterprise pricing advertises unlimited knowledge pages. Actual Pro page quota is unknown because pricing says25000 while Billing says5000; neither is asserted as an independently applicable limit. The Connected Sources documentation says synced files currently do not count against the manual-upload page quota.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:billing", "omnifact:omnifact:sync" ] }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?", "support": "supported", "answer": "Space agent uses its own instructions and isolated Uploaded Files/Connected Sources knowledge.", "evidenceIds": [ "omnifact:omnifact:spaces" ] } ], "limitations": [ "Pro page quota is excluded from verified limits until the applicable offer is identified. Connected-source and manual-upload accounting are separate." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:spaces", "omnifact:omnifact:share", "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:billing", "omnifact:omnifact:sync" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:KNOW-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North has first-party connectors, custom MCP and an on-prem SharePoint Server path.", "availability": "unknown", "delivery": "official-integration", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North 2.0.1; Notion/Linear first-party MCP Beta; SharePoint Server Alpha; other connector states per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?", "support": "partial", "answer": "The North 2 announcement names SharePoint, OneDrive, Outlook and Exchange. The October 16 release separately documents read-only Outlook Calendar as alpha. Teams connector entitlement was not established.", "evidenceIds": [ "cohere-north:cohere-north:north2-launch-20261026", "cohere-north:cohere-north:north-release-html-20261026" ] }, { "id": "google_workspace", "question": "Which Google sources are connected?", "support": "partial", "answer": "The retrieved sync guide distinguishes indexed Google Drive Libraries from live Full Access Drive queries. Gmail is documented, but its storage/sync behavior remains unknown because the Syncing and Sharing guides disagree. Google Calendar was not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-151-20261026", "cohere-north:cohere-north:n-doc-152-20261026", "cohere-north:cohere-north:north-release-html-20261026" ] }, { "id": "atlassian", "question": "Confluence and Jira?", "support": "partial", "answer": "North 2 names Jira among its connectors. Versioned release notes remove the legacy Jira path in 2.0; no Confluence connector entitlement was established.", "evidenceIds": [ "cohere-north:cohere-north:north2-launch-20261026", "cohere-north:cohere-north:north-release-html-20261026" ] }, { "id": "other_systems", "question": "Which other business systems?", "support": "partial", "answer": "The current North 2 announcement names Slack, Linear, Notion and GitHub. The October 16 release describes Salesforce and PitchBook as alpha features. Customer/third-party MCP connections remain separately configured and licensed.", "evidenceIds": [ "cohere-north:cohere-north:north2-launch-20261026", "cohere-north:cohere-north:north-release-html-20261026", "cohere-north:cohere-north:n-doc-126-20261026" ] }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?", "support": "partial", "answer": "The SharePoint Server connector setup is explicitly Alpha. Customer in-network MCP may expose other systems; a native SMB/database inventory and its source-permission guarantees remain unverified.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-53-20261026", "cohere-north:cohere-north:n-doc-126-20261026" ] }, { "id": "connector_provider", "question": "Who builds and maintains each connector?", "support": "partial", "answer": "Cohere documents its North connector families and a distinct customer/third-party remote MCP setup. Exact connector-specific maintenance and service commitments require the applicable contract.", "evidenceIds": [ "cohere-north:cohere-north:north2-launch-20261026", "cohere-north:cohere-north:n-doc-126-20261026" ] } ], "limitations": [ "microsoft_365: The North 2 announcement names SharePoint, OneDrive, Outlook and Exchange. The October 16 release separately documents read-only Outlook Calendar as alpha. Teams connector entitlement was not established.", "google_workspace: The retrieved sync guide distinguishes indexed Google Drive Libraries from live Full Access Drive queries. Gmail is documented, but its storage/sync behavior remains unknown because the Syncing and Sharing guides disagree. Google Calendar was not established.", "atlassian: North 2 names Jira among its connectors. Versioned release notes remove the legacy Jira path in 2.0; no Confluence connector entitlement was established.", "other_systems: The current North 2 announcement names Slack, Linear, Notion and GitHub. The October 16 release describes Salesforce and PitchBook as alpha features. Customer/third-party MCP connections remain separately configured and licensed.", "on_prem_sources: The SharePoint Server connector setup is explicitly Alpha. Customer in-network MCP may expose other systems; a native SMB/database inventory and its source-permission guarantees remain unverified.", "connector_provider: Cohere documents its North connector families and a distinct customer/third-party remote MCP setup. Exact connector-specific maintenance and service commitments require the applicable contract." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:north2-launch-20261026", "cohere-north:cohere-north:north-release-html-20261026", "cohere-north:cohere-north:n-doc-151-20261026", "cohere-north:cohere-north:n-doc-152-20261026", "cohere-north:cohere-north:n-doc-126-20261026", "cohere-north:cohere-north:n-doc-53-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Cloud document sync and live first-party MCP integrations cover different system/action scopes.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api", "cli" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise cloud document connectors; separately run API-enabled XWiki importer documented at pinned revision", "addOns": [ "Customer-run XWiki sync tool; API access and source credentials required" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" }, { "id": "cli", "name": "Omnifact document/chat CLI and XWiki sync", "type": "cli" } ] }, "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?", "support": "partial", "answer": "SharePoint, OneDrive Business and personal OneDrive document access/sync. No verified native Outlook/Teams connector in current catalogue.", "evidenceIds": [ "omnifact:omnifact:integrations" ] }, { "id": "google_workspace", "question": "Which Google sources are connected?", "support": "supported", "answer": "Drive document sync plus MCP Drive, Docs, Sheets, Slides, Gmail, Calendar, Chat tools.", "evidenceIds": [ "omnifact:omnifact:integrations" ] }, { "id": "atlassian", "question": "Confluence and Jira?", "support": "supported", "answer": "Atlassian official MCP for Jira/Confluence search and updates.", "evidenceIds": [ "omnifact:omnifact:directory" ] }, { "id": "other_systems", "question": "Which other business systems?", "support": "partial", "answer": "Slack, Zoom, Notion, Hub Spot, Zendesk, Box, Egnyte, Asana, Click Up, Linear, Airtable, Canva, Miro, Lucid, Stripe, Pay Pal, Git Hub/Git Lab, Sentry, PostHog, Supabase, Neon, Webflow, Todoist; official XWiki importer is separate unsupported CLI.", "evidenceIds": [ "omnifact:omnifact:integrations", "omnifact:omnifact:xwiki-sync-rev2" ] }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?", "support": "partial", "answer": "Custom MCP can expose internal systems but cloud deployment blocks private IP/loopback/subnets by default. XWiki REST importer runs where customer executes it; native file-share/database network support is not established.", "evidenceIds": [ "omnifact:omnifact:mcp-rev2", "omnifact:omnifact:xwiki-sync-rev2" ] }, { "id": "connector_provider", "question": "Who builds and maintains each connector?", "support": "partial", "answer": "Catalogue MCP servers are supplied by listed software vendors; Omnifact manages installation/governance. Document connectors and XWiki tool are Omnifact; support scope varies.", "evidenceIds": [ "omnifact:omnifact:directory", "omnifact:omnifact:integrations", "omnifact:omnifact:xwiki-sync-rev2" ] } ], "limitations": [ "XWiki behavior is documented in a pinned README, with no support/guarantee. It was not implementation-inspected or executed in this pass." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:integrations", "omnifact:omnifact:directory", "omnifact:omnifact:xwiki-sync-rev2", "omnifact:omnifact:mcp-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Indexed retrieval adds runtime source checks; shared snapshots have a separate visibility boundary.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "partial", "answer": "Atlas retrieval checks agent scope and user source access; permission-check errors exclude files. This does not re-protect already generated shared chat snapshots; no ACL fixture run.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-152", "cohere-north:cohere-north:n-doc-4" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "supported", "answer": "Compass retrieves indexed candidates, then Atlas/source API checks filter permissioned documents. Google Drive Full Access queries source directly; local uploads use North sharing rules.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-152", "cohere-north:cohere-north:n-doc-151" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "partial", "answer": "Authorization guide claims external permission changes apply immediately; token/group membership refresh and caches are separate. No measured revocation SLA or fixture.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-149", "cohere-north:cohere-north:n-doc-111" ] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "partial", "answer": "Selected sites/folders/files scope Atlas ingestion; library and tool grants scope users/groups. Label-based exclusions not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-64", "cohere-north:cohere-north:n-doc-42", "cohere-north:cohere-north:n-doc-126" ] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "unknown", "answer": "Unknown for sensitivity_labels. No two-user ACL revocation or sensitivity-label fixture was run; source API permission claims remain documented, not observed.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: sensitivity_labels." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-152", "cohere-north:cohere-north:n-doc-4", "cohere-north:cohere-north:n-doc-151", "cohere-north:cohere-north:n-doc-149", "cohere-north:cohere-north:n-doc-111", "cohere-north:cohere-north:n-doc-64", "cohere-north:cohere-north:n-doc-42", "cohere-north:cohere-north:n-doc-126" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Personal OAuth tools honor source-account rights; synced content is scoped to Space membership, without a verified per-user ACL mirror.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "partial", "answer": "OAuth MCP executes only within each user account rights. Space indexed knowledge is available under shared Space membership; per-recipient source ACL enforcement was not established.", "evidenceIds": [ "omnifact:omnifact:mcp", "omnifact:omnifact:retrieval", "omnifact:omnifact:sync" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "partial", "answer": "Live OAuth uses source account access. Space retrieval is indexed and checks Space membership; this is not documented as a source-ACL recheck on every query.", "evidenceIds": [ "omnifact:omnifact:mcp", "omnifact:omnifact:retrieval", "omnifact:omnifact:sync" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "partial", "answer": "Removing Space/group membership immediately revokes those grants; source document/ACL revocation timing beyond deletion sync was not tested.", "evidenceIds": [ "omnifact:omnifact:share", "omnifact:omnifact:groups" ] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "partial", "answer": "Space admins select connected folders; organization enables/removes connectors and tools. No sensitivity-label classifier was established.", "evidenceIds": [ "omnifact:omnifact:sync", "omnifact:omnifact:integrations" ] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "unknown", "answer": "Are Microsoft Purview or similar labels respected? Unknown. No cross-group source-ACL/revocation fixture or Microsoft Purview sensitivity-label implementation was established.", "evidenceIds": [] } ], "limitations": [ "source_permissions_respected: OAuth MCP executes only within each user account rights. Space indexed knowledge is available under shared Space membership; per-recipient source ACL enforcement was not established.", "enforcement_point: Live OAuth uses source account access. Space retrieval is indexed and checks Space membership; this is not documented as a source-ACL recheck on every query.", "revocation_delay: Removing Space/group membership immediately revokes those grants; source document/ACL revocation timing beyond deletion sync was not tested.", "admin_scope_controls: Space admins select connected folders; organization enables/removes connectors and tools. No sensitivity-label classifier was established.", "Unverified sensitivity_labels: No cross-group source-ACL/revocation fixture or Microsoft Purview sensitivity-label implementation was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:mcp", "omnifact:omnifact:retrieval", "omnifact:omnifact:sync", "omnifact:omnifact:share", "omnifact:omnifact:groups", "omnifact:omnifact:integrations" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Atlas file connectors copy selected content to Compass; Drive Full Access uses live API calls. Effective Gmail storage/sync behavior remains unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "partial", "answer": "Atlas file connectors copy selected files to Compass. Google Drive Full Access calls the live API instead. Gmail storage is unknown: the Data Syncing guide says no Compass copy by default, while Data Sharing and the tools overview describe stored/synced email. No live-only Gmail guarantee is asserted.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-151-20261026", "cohere-north:cohere-north:n-doc-152-20261026", "cohere-north:cohere-north:n-doc-33" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "partial", "answer": "The accessible Data Syncing guide describes periodic Atlas updates and source changes appearing within minutes to hours depending on volume. Drive Full Access is request-time. The previously cited SharePoint/OneDrive 10-minute implementation detail could not be re-retrieved and is not asserted.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-151-20261026" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "unknown", "answer": "The source-specific SharePoint/OneDrive implementation and Data Deletion pages remain inaccessible in public Markdown/HTML/index forms. General sync documentation does not establish a bounded delete-to-answer or purge interval. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/security/data-syncing?format=html, https://private.docs.cohere.com/north/docs/security/data-sharing?format=html, https://private.docs.cohere.com/north/docs/get-started/tools-overview.md. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "partial", "answer": "Compass runs with the customer-controlled North deployment, whose cloud/on-premise placement is selected by the operator. Foundry inference is separately routed to the customer Azure subscription. A universal vendor-hosted index country is not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-165-20261026", "cohere-north:cohere-north:n-doc-218-20261026" ] } ], "limitations": [ "live_or_indexed: Atlas file connectors copy selected files to Compass. Google Drive Full Access calls the live API instead. Gmail storage is unknown: the Data Syncing guide says no Compass copy by default, while Data Sharing and the tools overview describe stored/synced email. No live-only Gmail guarantee is asserted.", "sync_interval: The accessible Data Syncing guide describes periodic Atlas updates and source changes appearing within minutes to hours depending on volume. Drive Full Access is request-time. The previously cited SharePoint/OneDrive 10-minute implementation detail could not be re-retrieved and is not asserted.", "deletion_propagation: The source-specific SharePoint/OneDrive implementation and Data Deletion pages remain inaccessible in public Markdown/HTML/index forms. General sync documentation does not establish a bounded delete-to-answer or purge interval. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/security/data-syncing?format=html, https://private.docs.cohere.com/north/docs/security/data-sharing?format=html, https://private.docs.cohere.com/north/docs/get-started/tools-overview.md. No additional scoped evidence established this answer.", "index_location: Compass runs with the customer-controlled North deployment, whose cloud/on-premise placement is selected by the operator. Foundry inference is separately routed to the customer Azure subscription. A universal vendor-hosted index country is not established." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-151-20261026", "cohere-north:cohere-north:n-doc-152-20261026", "cohere-north:cohere-north:n-doc-33", "cohere-north:cohere-north:n-doc-165-20261026", "cohere-north:cohere-north:n-doc-218-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Connected documents are indexed on a five-minute cycle; live MCP queries remain separate.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api", "cli" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise cloud document connectors; separately run API-enabled XWiki importer documented at pinned revision", "addOns": [ "Customer-run XWiki sync tool; API access and source credentials required" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" }, { "id": "cli", "name": "Omnifact document/chat CLI and XWiki sync", "type": "cli" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "supported", "answer": "Connected Sources index selected cloud files; MCP tools query source systems live. XWiki CLI uploads converted Markdown on customer-run sync.", "evidenceIds": [ "omnifact:omnifact:sync", "omnifact:omnifact:integrations", "omnifact:omnifact:xwiki-sync-rev2" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "supported", "answer": "Connected Sources checks every five minutes; initial indexing may take minutes. XWiki tool is one-shot and requires external cron/systemd/Kubernetes scheduling.", "evidenceIds": [ "omnifact:omnifact:sync", "omnifact:omnifact:xwiki-sync-rev2" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "supported", "answer": "Cloud deletions removed on next five-minute cycle; disconnect permanently removes that source index from Space. XWiki importer tracks deleted/excluded pages on next run.", "evidenceIds": [ "omnifact:omnifact:sync", "omnifact:omnifact:xwiki-sync-rev2" ] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "partial", "answer": "DPA maps prefilter files/indexing to Azure Saa S Germany/Frankfurt storage; model embeddings/summaries have provider-dependent paths not fully mapped.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] } ], "limitations": [ "XWiki behavior is documented in a pinned README, with no support/guarantee. It was not implementation-inspected or executed in this pass." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:sync", "omnifact:omnifact:integrations", "omnifact:omnifact:xwiki-sync-rev2", "omnifact:omnifact:dpa-rev2" ] } ] }, { "id": "KNOW-06", "title": "Grounding and retrieval quality", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "Run the shared question set over the fixture corpus: factual lookups, cross-document questions, German document with an English question, a question with no answer in the corpus. Record citation presence, link accuracy, correct answers and refusals to invent. Disclose model, settings, attempt count and failures. Single runs support a case study, not a ranking.", "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?" }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?" }, { "id": "cross_language", "question": "Does a question in one language find documents in another?" }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?" }, { "id": "observed_accuracy", "question": "How many of the question set were answered correctly?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Citations are documented but have model-specific limitations; quality remains unmeasured.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "partial", "answer": "Chat highlights open source previews and Project citations exact passages. North Large card acknowledges missing citations in long multi-turn chats and Document Mode. Correctness not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1", "cohere-north:cohere-north:n-doc-11", "cohere-north:cohere-north:n-doc-32" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "Unknown for citation_accuracy. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.", "evidenceIds": [] }, { "id": "cross_language", "question": "Does a question in one language find documents in another?", "support": "unknown", "answer": "Unknown for cross_language. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.", "evidenceIds": [] }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?", "support": "unknown", "answer": "Unknown for no_answer_behaviour. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.", "evidenceIds": [] }, { "id": "observed_accuracy", "question": "How many of the question set were answered correctly?", "support": "unknown", "answer": "Unknown for observed_accuracy. Shared DE/FR/EN fixture was not run; citation accuracy, cross-language retrieval, abstention and measured accuracy remain unobserved.", "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": [ "cohere-north:cohere-north:n-doc-1", "cohere-north:cohere-north:n-doc-11", "cohere-north:cohere-north:n-doc-32" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Passage citations and controllable strict grounding are documented; retrieval quality remains unmeasured.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "supported", "answer": "Source references identify uploaded document or cloud filename/provider and direct original link; progress shows retrieved document count.", "evidenceIds": [ "omnifact:omnifact:retrieval", "omnifact:omnifact:sync" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "Do the cited passages support the answer? Unknown. No DE/FR/EN corpus fixture, citation entailment, cross-language retrieval measurement or observed score was run.", "evidenceIds": [] }, { "id": "cross_language", "question": "Does a question in one language find documents in another?", "support": "unknown", "answer": "Does a question in one language find documents in another? Unknown. No DE/FR/EN corpus fixture, citation entailment, cross-language retrieval measurement or observed score was run.", "evidenceIds": [] }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?", "support": "partial", "answer": "Space instructions can require answers only from uploaded documents and explicit missing-information statements; default guaranteed abstention is not established.", "evidenceIds": [ "omnifact:omnifact:retrieval" ] }, { "id": "observed_accuracy", "question": "How many of the question set were answered correctly?", "support": "unknown", "answer": "How many of the question set were answered correctly? Unknown. No DE/FR/EN corpus fixture, citation entailment, cross-language retrieval measurement or observed score was run.", "evidenceIds": [] } ], "limitations": [ "no_answer_behaviour: Space instructions can require answers only from uploaded documents and explicit missing-information statements; default guaranteed abstention is not established.", "Unverified citation_accuracy, cross_language, observed_accuracy: No DE/FR/EN corpus fixture, citation entailment, cross-language retrieval measurement or observed score was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:retrieval", "omnifact:omnifact:sync" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:KNOW-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Alpha memory separates editable personal memories from inaccessible agent archival memory.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "custom_instructions", "question": "Can users set persistent instructions?", "support": "supported", "answer": "Agents persist instructions; optional company preamble applies across models.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-86" ] }, { "id": "cross_chat_memory", "question": "Does the product remember facts across chats?", "support": "supported", "answer": "Alpha personal memory learns across chats; archival memory per agent is generated in background, typically daily.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-8", "cohere-north:cohere-north:n-doc-96" ] }, { "id": "user_memory_controls", "question": "Can users view, edit and delete memories?", "support": "partial", "answer": "Personal categories can be viewed/edited; pause retains or Delete removes memory. Archival memories cannot be viewed/edited; manual personal edits can be overwritten by later extraction.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-8" ] }, { "id": "admin_memory_controls", "question": "Can admins turn memory off?", "support": "supported", "answer": "Instance admin can jointly toggle core/archival/conversation memory and configure extraction frequency.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-96" ] } ], "limitations": [ "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-86", "cohere-north:cohere-north:n-doc-8", "cohere-north:cohere-north:n-doc-96" ] }, { "productId": "omnifact", "claimId": "omnifact:KNOW-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Persistent personal instructions exist; automatic cross-chat memory was not established.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "custom_instructions", "question": "Can users set persistent instructions?", "support": "supported", "answer": "Personalization stores role/context and response tone/style/format and sends them in every conversation. These fields bypass the Privacy Filter.", "evidenceIds": [ "omnifact:omnifact:account" ] }, { "id": "cross_chat_memory", "question": "Does the product remember facts across chats?", "support": "unknown", "answer": "Does the product remember facts across chats? Unknown. No automatic fact-memory feature or administrator memory-disable setting was established in account, Space and release documentation. Conversation history is not itself cross-chat memory.", "evidenceIds": [] }, { "id": "user_memory_controls", "question": "Can users view, edit and delete memories?", "support": "partial", "answer": "Users edit/remove their supplied personalization fields. This is not documentation of viewing/deleting automatically learned memories.", "evidenceIds": [ "omnifact:omnifact:account" ] }, { "id": "admin_memory_controls", "question": "Can admins turn memory off?", "support": "unknown", "answer": "Can admins turn memory off? Unknown. No automatic fact-memory feature or administrator memory-disable setting was established in account, Space and release documentation. Conversation history is not itself cross-chat memory.", "evidenceIds": [] } ], "limitations": [ "user_memory_controls: Users edit/remove their supplied personalization fields. This is not documentation of viewing/deleting automatically learned memories.", "Unverified cross_chat_memory, admin_memory_controls: No automatic fact-memory feature or administrator memory-disable setting was established in account, Space and release documentation. Conversation history is not itself cross-chat memory." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:account" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:AGT-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North offers versioned custom agents, scoped sharing and an internal catalogue.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "create_assistants", "question": "Can users create assistants with instructions, knowledge and tools?", "support": "supported", "answer": "Users create agents with instructions, model, tools, libraries and output modes; drafts publish as versioned releases with restore/evaluations.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18" ] }, { "id": "creator_permissions", "question": "Can admins limit who creates them?", "support": "supported", "answer": "Can create agents and separate sharing grants control creation/publication audiences.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-114" ] }, { "id": "sharing_scope", "question": "Can assistants be shared with users, groups or everyone?", "support": "supported", "answer": "Published agents share to users/groups/company subject to grants; libraries need separate recipient access and email libraries remain private.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-114", "cohere-north:cohere-north:n-doc-42" ] }, { "id": "catalogue", "question": "Is there an internal assistant directory?", "support": "supported", "answer": "Agent directory has Starred/My/Shared with me/Company tabs, search and duplication.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-21" ] }, { "id": "prompt_library", "question": "Are shared prompt templates available?", "support": "partial", "answer": "Agents expose up to four starter prompts and reusable Skills; a separate central prompt-template catalogue not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-12" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-114", "cohere-north:cohere-north:n-doc-42", "cohere-north:cohere-north:n-doc-21", "cohere-north:cohere-north:n-doc-12" ] }, { "productId": "omnifact", "claimId": "omnifact:AGT-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Space agents combine custom instructions, knowledge and shared access with starter prompts.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "create_assistants", "question": "Can users create assistants with instructions, knowledge and tools?", "support": "supported", "answer": "Members create Spaces, become Space Admin and set instructions/examples/knowledge. Workspace-level tool availability is governed separately.", "evidenceIds": [ "omnifact:omnifact:create", "omnifact:omnifact:users" ] }, { "id": "creator_permissions", "question": "Can admins limit who creates them?", "support": "partial", "answer": "Member role includes Space creation; group permissions control file/code/features. An explicit deny-Space-creation privilege was not established.", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:groups" ] }, { "id": "sharing_scope", "question": "Can assistants be shared with users, groups or everyone?", "support": "supported", "answer": "Users or organization groups including Everyone; group membership grants Member only.", "evidenceIds": [ "omnifact:omnifact:share" ] }, { "id": "catalogue", "question": "Is there an internal assistant directory?", "support": "supported", "answer": "All/Favorite Spaces directory shows accessible agents with pin/favorite navigation.", "evidenceIds": [ "omnifact:omnifact:spaces" ] }, { "id": "prompt_library", "question": "Are shared prompt templates available?", "support": "partial", "answer": "Space Starters/template previews and example prompts provide shared starting points; a separate centrally managed standalone prompt-library product was not established.", "evidenceIds": [ "omnifact:omnifact:create", "omnifact:omnifact:changes" ] } ], "limitations": [ "creator_permissions: Member role includes Space creation; group permissions control file/code/features. An explicit deny-Space-creation privilege was not established.", "prompt_library: Space Starters/template previews and example prompts provide shared starting points; a separate centrally managed standalone prompt-library product was not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:create", "omnifact:omnifact:users", "omnifact:omnifact:groups", "omnifact:omnifact:share", "omnifact:omnifact:spaces", "omnifact:omnifact:changes" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:AGT-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "MCP, code and enterprise tools have scoped authentication and configurable approvals.", "availability": "unknown", "delivery": "official-integration", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform 2.0.1; always-on MCP policies are Alpha; guide recommends testing/staging initially", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "builtin_tools", "question": "Which tools are built in?", "support": "supported", "answer": "Built-in search, source connectors, code sandbox, Skills and output capabilities documented with individual states.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-33", "cohere-north:cohere-north:n-doc-34" ] }, { "id": "custom_actions", "question": "Can admins add API actions?", "support": "supported", "answer": "Custom MCP servers expose APIs/actions; admin configures tools and auth, with action hints for approval.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-150" ] }, { "id": "mcp_client", "question": "Can it use remote MCP servers, and with what admin control?", "support": "supported", "answer": "North registers custom/remote MCP; remote OAuth dynamic registration needs outbound access and is unavailable fully air-gapped. Tool access policies can target groups. Always-on MCP policies are Alpha; the guide recommends enabling them only in testing/staging until the organization is ready for broader adoption.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-126" ] }, { "id": "tool_auth", "question": "Do tools act as the user or as a shared account?", "support": "supported", "answer": "Static headers, per-user ID/connector tokens, OAuth client credentials or remote OAuth supported. Shared/static credentials require separate source-policy assessment.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-126" ] }, { "id": "tool_approval", "question": "Can admins approve or block tools, and can users confirm actions before they run?", "support": "partial", "answer": "Destructive-hint tools can pause for approval or denial, and the modal offers parameter editing. Whether edited values execute is unknown: the guide says both that modifications replace the original request and that original keys/values are submitted. Allow Always and advance automation action permissions can bypass later prompts; universal per-action confirmation is not guaranteed.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-150", "cohere-north:cohere-north:n-doc-30" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits.", "Approval-parameter editing is an interface affordance only in this finding. No execution guarantee is credited without a corrected guide or a bounded tool-call fixture.", "Always-on MCP configuration is Alpha with a testing/staging recommendation until the organization is ready for broader adoption. Criterion availability remains unknown; this subfact does not establish production readiness." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-33", "cohere-north:cohere-north:n-doc-34", "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-150", "cohere-north:cohere-north:n-doc-30" ] }, { "productId": "omnifact", "claimId": "omnifact:AGT-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Remote MCP has explicit tool policies, personal OAuth and teamwide static-credential access.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise managed remote MCP; workspace-admin setup and chosen tool policy required", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "builtin_tools", "question": "Which tools are built in?", "support": "partial", "answer": "Web search/browse, Space retrieval, image tools and curated MCP business actions are documented for the scoped workspace. Eligibility for the separate Experimental Execute code and its Python/Office outputs is unknown because the documentation does not map it to Pro or Enterprise.", "evidenceIds": [ "omnifact:omnifact:web", "omnifact:omnifact:retrieval", "omnifact:omnifact:images", "omnifact:omnifact:documents", "omnifact:omnifact:integrations", "omnifact:omnifact:groups-rev2" ] }, { "id": "custom_actions", "question": "Can admins add API actions?", "support": "partial", "answer": "Admins add custom remote MCP URL and discovered tools. Arbitrary non-MCP REST wrappers require an external server.", "evidenceIds": [ "omnifact:omnifact:mcp-rev2" ] }, { "id": "mcp_client", "question": "Can it use remote MCP servers, and with what admin control?", "support": "supported", "answer": "Remote HTTP MCP supports OAuth, APIkey, Bearer, customheader ornone. Destination validation blocks private/subnet/metadata endpoints by default.", "evidenceIds": [ "omnifact:omnifact:mcp-rev2" ] }, { "id": "tool_auth", "question": "Do tools act as the user or as a shared account?", "support": "partial", "answer": "OAuth requires personal sign-in; static APIkey/Bearer/header/none is central and immediately available teamwide, with no current per-user/group permission for those types.", "evidenceIds": [ "omnifact:omnifact:mcp-rev2" ] }, { "id": "tool_approval", "question": "Can admins approve or block tools, and can users confirm actions before they run?", "support": "partial", "answer": "Admins explicitly configure each tool as Always, Approval or Disable. Approval displays the exact request payload with Allow/Deny; later refresh adds new tools disabled. Initial-discovery default is unknown because setup and security sections disagree, so no safe or permissive initial default is asserted.", "evidenceIds": [ "omnifact:omnifact:mcp-rev2" ] } ], "limitations": [ "Configured policies are documented; initial-discovery defaults remain unknown. Static credentials are shared teamwide as documented and do not provide personal source authorization.", "Experimental code/output entitlement is unknown; generic Enterprise early-access wording does not identify an eligible Execute code tier." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:web", "omnifact:omnifact:retrieval", "omnifact:omnifact:images", "omnifact:omnifact:documents", "omnifact:omnifact:integrations", "omnifact:omnifact:mcp-rev2", "omnifact:omnifact:groups-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:AGT-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "GA web search and alpha Deep Research are distinct capabilities.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "web_search", "question": "Is web search available?", "support": "supported", "answer": "GA web search supports live URL/search retrieval; text-only and no authenticated websites.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-74" ] }, { "id": "admin_toggle", "question": "Can admins disable it per organisation or group?", "support": "partial", "answer": "Admins enable provider/tool; Deep Research additionally needs user/group grants. Complete group-specific web-search matrix unverified.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-74", "cohere-north:cohere-north:n-doc-15" ] }, { "id": "search_provider", "question": "Which search provider handles queries, and where?", "support": "partial", "answer": "Tavily defaultGA; Brave/LinkUp alpha, own API keys and one active provider. Provider processing countries not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-74" ] }, { "id": "deep_research", "question": "Is multi-step research with a report available?", "support": "supported", "answer": "Alpha Deep Research delegates multi-step subqueries and creates reports; requires enabled sources, admin/user grants and may queue.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-15" ] }, { "id": "web_citations", "question": "Are web sources cited?", "support": "supported", "answer": "Live web and Deep Research include source citations; quality untested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-74", "cohere-north:cohere-north:n-doc-15" ] } ], "limitations": [ "Web search GA; Deep Research alpha." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-74", "cohere-north:cohere-north:n-doc-15" ] }, { "productId": "omnifact", "claimId": "omnifact:AGT-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Web research is cited and group-controlled; Brave handles public search.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "web_search", "question": "Is web search available?", "support": "supported", "answer": "Automatically triggered when needed or explicitly requested; URL reader caps2MB and excludes login/paywall/captcha pages.", "evidenceIds": [ "omnifact:omnifact:web" ] }, { "id": "admin_toggle", "question": "Can admins disable it per organisation or group?", "support": "supported", "answer": "Groups grant web search/browsing additively; remove grant from Everyone/allgroups to disable for targeted users.", "evidenceIds": [ "omnifact:omnifact:groups" ] }, { "id": "search_provider", "question": "Which search provider handles queries, and where?", "support": "partial", "answer": "DPA names Brave Software US as web-search processor; exact request-processing datacentre is not specified. Masked-sensitive queries are blocked before search.", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:web" ] }, { "id": "deep_research", "question": "Is multi-step research with a report available?", "support": "partial", "answer": "Agents can perform multi-step browsing/research; no separately bounded Deep Research report product or benchmark was established.", "evidenceIds": [ "omnifact:omnifact:changes", "omnifact:omnifact:web" ] }, { "id": "web_citations", "question": "Are web sources cited?", "support": "supported", "answer": "Numbered citations and original source links accompany search/browse results.", "evidenceIds": [ "omnifact:omnifact:web" ] } ], "limitations": [ "search_provider: DPA names Brave Software US as web-search processor; exact request-processing datacentre is not specified. Masked-sensitive queries are blocked before search.", "deep_research: Agents can perform multi-step browsing/research; no separately bounded Deep Research report product or benchmark was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:web", "omnifact:omnifact:groups", "omnifact:omnifact:dpa", "omnifact:omnifact:changes" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:AGT-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Node workflows support schedules, API invocation and human review.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "supported", "answer": "Visual node builder combines LLM/agent/tool/conditional/loop steps, versioning and JSON import/export.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-16", "cohere-north:cohere-north:n-doc-29" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "supported", "answer": "Users schedule hourly/daily/weekly or cron; optional natural-language suggestions require confirmation. Repeated failure can disable schedules.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-30" ] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "partial", "answer": "Authenticated execute API enables custom external event integrations. A native inbox/file-change webhook listener was not established.", "evidenceIds": [ "cohere-north:cohere-north:n-api-run" ] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "supported", "answer": "Business builders use visual/natural-language tools and Human Review; IT provisions connectors/models and developers call APIs.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-16", "cohere-north:cohere-north:n-doc-26", "cohere-north:cohere-north:n-api-run" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-16", "cohere-north:cohere-north:n-doc-29", "cohere-north:cohere-north:n-doc-30", "cohere-north:cohere-north:n-api-run", "cohere-north:cohere-north:n-doc-26" ] }, { "productId": "omnifact", "claimId": "omnifact:AGT-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "External n8n nodes support automation; a native scheduled workflow builder is not established.", "availability": "generally-available", "delivery": "official-integration", "scope": { "surfaceIds": [ "web", "api", "cli" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise Published Spaces/Documents API when enabled; AI Gateway nodes require Enterprise; external n8n runs separately", "addOns": [ "External n8n community-node installation; customer-run scheduler/XWiki importer" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" }, { "id": "cli", "name": "Omnifact document/chat CLI and XWiki sync", "type": "cli" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "partial", "answer": "Vendor-owned repository publishes n8n community nodes for Gateway completions/model list, Published Space chat and document CRUD. The visual builder is external n8n, not an established native Omnifact builder.", "evidenceIds": [ "omnifact:omnifact:n8n-nodes-omnifact-rev2" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "partial", "answer": "XWiki importer explicitly uses external cron/systemd/Kubernetes Cron Job. Native scheduled prompts/agents were not established.", "evidenceIds": [ "omnifact:omnifact:xwiki-sync-rev2" ] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "unknown", "answer": "Can external events start a workflow? Unknown. Native schedule/webhook/event-trigger support was not established from docs, index, changelog and automation integrations.", "evidenceIds": [] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "partial", "answer": "n8n community-node/API integrations and CLI sync target technical integrators; Space instructions target business users.", "evidenceIds": [ "omnifact:omnifact:n8n-nodes-omnifact-rev2", "omnifact:omnifact:create" ] } ], "limitations": [ "These integrations are pinned README documentation, not executed or source-inspected implementation. A native Omnifact workflow builder/scheduler is not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:n8n-nodes-omnifact-rev2", "omnifact:omnifact:xwiki-sync-rev2", "omnifact:omnifact:create" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:AGT-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North executes multi-step work with visible tasks, approval options and workflow cancellation.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "agent_mode", "question": "Is there an agent mode for multi-step tasks?", "support": "supported", "answer": "Agents use tools/code; Deep Research decomposes tasks and delegates subagents; automations execute multiple nodes.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-15", "cohere-north:cohere-north:n-doc-34", "cohere-north:cohere-north:n-doc-16" ] }, { "id": "visible_steps", "question": "Are steps and tool calls shown?", "support": "supported", "answer": "Sandbox activity expands executed code; automation run viewer shows node inputs/outputs; shared chat includes thinking trace.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-34", "cohere-north:cohere-north:n-doc-30", "cohere-north:cohere-north:n-doc-4" ] }, { "id": "side_effect_confirmation", "question": "Must the user confirm actions with side effects?", "support": "partial", "answer": "Tool hints trigger approval; global Allow Always bypasses it and workflows accept action permissions at launch. Human Review nodes can add deliberate checkpoints.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-150", "cohere-north:cohere-north:n-doc-30", "cohere-north:cohere-north:n-doc-26" ] }, { "id": "stop_control", "question": "Can the user stop a running task?", "support": "partial", "answer": "Running automations have Cancel. General chat stop behavior and rollback of already executed external actions were not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-30" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-15", "cohere-north:cohere-north:n-doc-34", "cohere-north:cohere-north:n-doc-16", "cohere-north:cohere-north:n-doc-30", "cohere-north:cohere-north:n-doc-4", "cohere-north:cohere-north:n-doc-150", "cohere-north:cohere-north:n-doc-26" ] }, { "productId": "omnifact", "claimId": "omnifact:AGT-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Agentic chat plans tools and streams progress with configurable approvals and Stop.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "agent_mode", "question": "Is there an agent mode for multi-step tasks?", "support": "supported", "answer": "August release rebuilt chat around multi-step agents with automatic tool selection; API optionally enables agentic workflow.", "evidenceIds": [ "omnifact:omnifact:changes", "omnifact:omnifact:api-chat" ] }, { "id": "visible_steps", "question": "Are steps and tool calls shown?", "support": "partial", "answer": "Tool/search/retrieval progress and expandable reasoning show activity; exact full execution trace was not independently inspected.", "evidenceIds": [ "omnifact:omnifact:select", "omnifact:omnifact:retrieval", "omnifact:omnifact:web" ] }, { "id": "side_effect_confirmation", "question": "Must the user confirm actions with side effects?", "support": "partial", "answer": "Curated actions wait for confirmation by default; admins choose Always/Approval/Disable. It is not unconditional confirmation for every write under all configurations.", "evidenceIds": [ "omnifact:omnifact:directory", "omnifact:omnifact:mcp" ] }, { "id": "stop_control", "question": "Can the user stop a running task?", "support": "partial", "answer": "Send becomes Stop while response generates; clicking halts generation. Cancellation of already committed external side effects is not established.", "evidenceIds": [ "omnifact:omnifact:stop" ] } ], "limitations": [ "visible_steps: Tool/search/retrieval progress and expandable reasoning show activity; exact full execution trace was not independently inspected.", "side_effect_confirmation: Curated actions wait for confirmation by default; admins choose Always/Approval/Disable. It is not unconditional confirmation for every write under all configurations.", "stop_control: Send becomes Stop while response generates; clicking halts generation. Cancellation of already committed external side effects is not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:changes", "omnifact:omnifact:api-chat", "omnifact:omnifact:select", "omnifact:omnifact:retrieval", "omnifact:omnifact:web", "omnifact:omnifact:directory", "omnifact:omnifact:mcp", "omnifact:omnifact:stop" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:AGT-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North has its own authenticated REST APIs for responses, agents, files, libraries and workflows.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-api" ], "version": "North 2.0.1 docs", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-api", "name": "North instance REST API and SDK access", "type": "api" } ] }, "questions": [ { "id": "chat_api", "question": "Is there an API for chat and assistants?", "support": "supported", "answer": "Instance REST API supports chat/agents/automations; response endpoint exposes models/tools and SDK access. Separate from Cohere model Platform API.", "evidenceIds": [ "cohere-north:cohere-north:n-north-api", "cohere-north:cohere-north:n-api-response" ] }, { "id": "knowledge_api", "question": "Can documents be loaded through an API?", "support": "supported", "answer": "Authenticated file upload stores content with IDs; library APIs create collections under library permissions.", "evidenceIds": [ "cohere-north:cohere-north:n-api-upload", "cohere-north:cohere-north:n-api-libraries", "cohere-north:cohere-north:n-doc-114" ] }, { "id": "api_governance", "question": "Do audit, budgets and model rules apply to API use?", "support": "partial", "answer": "APIs return permission/rate-limit errors and use North identities; sharing restrictions cover API, audit GET exists. Full guardrail/budget/content logging parity not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-api-response", "cohere-north:cohere-north:n-doc-89", "cohere-north:cohere-north:n-doc-140" ] }, { "id": "mcp_server", "question": "Does the product expose itself to other agents over MCP?", "support": "unknown", "answer": "Unknown for mcp_server. North REST APIs are public. Full API guardrail/audit/rate-limit parity and a turnkey North-as-MCP server were not established.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: mcp_server." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-north-api", "cohere-north:cohere-north:n-api-response", "cohere-north:cohere-north:n-api-upload", "cohere-north:cohere-north:n-api-libraries", "cohere-north:cohere-north:n-doc-114", "cohere-north:cohere-north:n-doc-89", "cohere-north:cohere-north:n-doc-140" ] }, { "productId": "omnifact", "claimId": "omnifact:AGT-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Spaces/document API and Enterprise Gateway use organization keys with different filtering/credit behavior.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro published Spaces advertised but support enablement needed; Gateway Enterprise opt-in", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" } ] }, "questions": [ { "id": "chat_api", "question": "Is there an API for chat and assistants?", "support": "partial", "answer": "Published Spaces chat JSON/SSE with source/agentic headers; Enterprise Gateway OpenAI-compatible completions. Gateway V1 explicitly lacks tool calls and structured outputs.", "evidenceIds": [ "omnifact:omnifact:api-chat", "omnifact:omnifact:gateway" ] }, { "id": "knowledge_api", "question": "Can documents be loaded through an API?", "support": "partial", "answer": "Document upload, list, inspect, rename/delete with Space scope and async ingestion; no agent-configuration CRUD endpoint established.", "evidenceIds": [ "omnifact:omnifact:api-docs" ] }, { "id": "api_governance", "question": "Do audit, budgets and model rules apply to API use?", "support": "partial", "answer": "Org-level revocable key, enabled-modelcontrols and shared credit budget apply. Gateway hard-stops on exhaustion; Published Space API disables Privacy Filter. Fine-grained API-key scopes/end-user identities/audit parity were not established.", "evidenceIds": [ "omnifact:omnifact:developer", "omnifact:omnifact:gateway", "omnifact:omnifact:published", "omnifact:omnifact:model-settings" ] }, { "id": "mcp_server", "question": "Does the product expose itself to other agents over MCP?", "support": "unknown", "answer": "Does the product expose itself to other agents over MCP? Unknown. No first-party Omnifact MCP server exposing platform agents was established; inbound MCP client integrations are distinct.", "evidenceIds": [] } ], "limitations": [ "chat_api: Published Spaces chat JSON/SSE with source/agentic headers; Enterprise Gateway OpenAI-compatible completions. Gateway V1 explicitly lacks tool calls and structured outputs.", "knowledge_api: Document upload, list, inspect, rename/delete with Space scope and async ingestion; no agent-configuration CRUD endpoint established.", "api_governance: Org-level revocable key, enabled-modelcontrols and shared credit budget apply. Gateway hard-stops on exhaustion; Published Space API disables Privacy Filter. Fine-grained API-key scopes/end-user identities/audit parity were not established.", "Unverified mcp_server: No first-party Omnifact MCP server exposing platform agents was established; inbound MCP client integrations are distinct." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:api-chat", "omnifact:omnifact:gateway", "omnifact:omnifact:api-docs", "omnifact:omnifact:developer", "omnifact:omnifact:published", "omnifact:omnifact:model-settings" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North has web and mobile access; desktop/MDM coverage is unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-mobile" ], "version": null, "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-mobile", "name": "North iOS and alpha Android app", "type": "mobile" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "Full browser chat, Admin and builders documented.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1", "cohere-north:cohere-north:n-doc-18" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "Unknown for desktop_apps. Web and alpha mobile are documented; no desktop package, browser extension, MDM deployment matrix or mobile SSO test was retrieved.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "partial", "answer": "October 16 release documents Android alpha with iOS feature parity for agents/automations/record/translate. Mobile SSO/installation workflow not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-north-changelog" ] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "unknown", "answer": "Unknown for browser_extension. Web and alpha mobile are documented; no desktop package, browser extension, MDM deployment matrix or mobile SSO test was retrieved.", "evidenceIds": [] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "unknown", "answer": "Unknown for managed_deployment. Web and alpha mobile are documented; no desktop package, browser extension, MDM deployment matrix or mobile SSO test was retrieved.", "evidenceIds": [] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "partial", "answer": "Mobile record/translate and document review are documented; complete web/admin/builders parity and managed-client matrix not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-north-changelog", "cohere-north:cohere-north:n-doc-97" ] } ], "limitations": [ "Remaining atomic gaps: desktop_apps, browser_extension, managed_deployment." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1", "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-north-changelog", "cohere-north:cohere-north:n-doc-97" ] }, { "productId": "omnifact", "claimId": "omnifact:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Browser and mobile web access are advertised; native and managed clients remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "Full Saa S browser client provides chat and Spaces.", "evidenceIds": [ "omnifact:omnifact:home" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "Windows and mac OS apps? Unknown. No verified Windows/mac OS native app, browser extension/sidebar or MDM client rollout guide was found. Vendor internal MDM in DPA is not customer client deployment.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "partial", "answer": "Pricing lists Mobile Web App and model picker adapts to small screens; no native i OS/Android app with SSO was established.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:select" ] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "unknown", "answer": "Is there a browser extension or sidebar? Unknown. No verified Windows/mac OS native app, browser extension/sidebar or MDM client rollout guide was found. Vendor internal MDM in DPA is not customer client deployment.", "evidenceIds": [] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "unknown", "answer": "Can IT deploy and configure clients through MDM? Unknown. No verified Windows/mac OS native app, browser extension/sidebar or MDM client rollout guide was found. Vendor internal MDM in DPA is not customer client deployment.", "evidenceIds": [] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "partial", "answer": "Mobile effort picker is inline rather than flyout; broader mobile feature parity is not specified.", "evidenceIds": [ "omnifact:omnifact:select" ] } ], "limitations": [ "mobile_apps: Pricing lists Mobile Web App and model picker adapts to small screens; no native i OS/Android app with SSO was established.", "client_feature_gaps: Mobile effort picker is inline rather than flyout; broader mobile feature parity is not specified.", "Unverified desktop_apps, browser_extension, managed_deployment: No verified Windows/mac OS native app, browser extension/sidebar or MDM client rollout guide was found. Vendor internal MDM in DPA is not customer client deployment." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:home", "omnifact:omnifact:pricing", "omnifact:omnifact:select" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-02", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "omnifact", "claimId": "omnifact:WORK-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Office files and live Google connectors exist; embedded office/Teams apps are unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "word_excel_powerpoint", "question": "Does it work inside Word, Excel and PowerPoint?", "support": "partial", "answer": "Generates DOCX/XLSX/PPTX and modifies uploaded files, but this does not establish in-Word/Excel/Power Point add-ins.", "evidenceIds": [ "omnifact:omnifact:documents" ] }, { "id": "outlook", "question": "Does it work inside Outlook?", "support": "unknown", "answer": "Does it work inside Outlook? Unknown. No current native Outlook add-in or Teams chat app/bot was established in documentation/catalogue.", "evidenceIds": [] }, { "id": "teams", "question": "Is there a Teams app or bot?", "support": "unknown", "answer": "Is there a Teams app or bot? Unknown. No current native Outlook add-in or Teams chat app/bot was established in documentation/catalogue.", "evidenceIds": [] }, { "id": "google_workspace_apps", "question": "Does it work inside Docs, Sheets or Gmail?", "support": "partial", "answer": "Google Docs/Sheets/Slides/Gmail/Calendar/Chat MCP actions run from Omnifact after personal OAuth; embedded add-ons were not established.", "evidenceIds": [ "omnifact:omnifact:integrations" ] }, { "id": "licence_prerequisites", "question": "Which licences or consents are needed?", "support": "partial", "answer": "Microsoft document access may require tenantwide admin consent; all OAuth integrations need individual authorized source accounts and third-party entitlements. Exact office-suite licence matrix not established.", "evidenceIds": [ "omnifact:omnifact:sync", "omnifact:omnifact:integrations" ] } ], "limitations": [ "word_excel_powerpoint: Generates DOCX/XLSX/PPTX and modifies uploaded files, but this does not establish in-Word/Excel/Power Point add-ins.", "google_workspace_apps: Google Docs/Sheets/Slides/Gmail/Calendar/Chat MCP actions run from Omnifact after personal OAuth; embedded add-ons were not established.", "licence_prerequisites: Microsoft document access may require tenantwide admin consent; all OAuth integrations need individual authorized source accounts and third-party entitlements. Exact office-suite licence matrix not established.", "Unverified outlook, teams: No current native Outlook add-in or Teams chat app/bot was established in documentation/catalogue." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:documents", "omnifact:omnifact:integrations", "omnifact:omnifact:sync" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Document mode supports translation and writing; controlled layout-preserving translation is unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "document_translation", "question": "Can whole documents be translated with formatting kept?", "support": "partial", "answer": "Document mode can translate whole generated documents or selections; shortcut is alpha. Preservation of uploaded document layout, tables and glossary terms untested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-9" ] }, { "id": "translation_engine", "question": "Which engine translates?", "support": "unknown", "answer": "Unknown for translation_engine. Document mode supports translation/rewriting. Layout-preserving file translation, managed glossary, dedicated engine and de-CH controls were not established.", "evidenceIds": [] }, { "id": "glossaries", "question": "Are company glossaries supported?", "support": "unknown", "answer": "Unknown for glossaries. Document mode supports translation/rewriting. Layout-preserving file translation, managed glossary, dedicated engine and de-CH controls were not established.", "evidenceIds": [] }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?", "support": "partial", "answer": "Tone actions include professional/friendly/concise/persuasive and prompts can request formal rewrites. Dedicated de-CH/regional controls not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-9" ] }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?", "support": "supported", "answer": "Document editor supports rewriting, tone/length actions, manual edits and prompt-guided revision with history.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-9" ] } ], "limitations": [ "Remaining atomic gaps: translation_engine, glossaries." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-9" ] }, { "productId": "omnifact", "claimId": "omnifact:WORK-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Persistent style instructions support writing; specialized document translation is unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "document_translation", "question": "Can whole documents be translated with formatting kept?", "support": "unknown", "answer": "Can whole documents be translated with formatting kept? Unknown. Formatting-preserving full-document translation, named engine and company glossary were not established in docs, model catalogue or integrations.", "evidenceIds": [] }, { "id": "translation_engine", "question": "Which engine translates?", "support": "unknown", "answer": "Which engine translates? Unknown. Formatting-preserving full-document translation, named engine and company glossary were not established in docs, model catalogue or integrations.", "evidenceIds": [] }, { "id": "glossaries", "question": "Are company glossaries supported?", "support": "unknown", "answer": "Are company glossaries supported? Unknown. Formatting-preserving full-document translation, named engine and company glossary were not established in docs, model catalogue or integrations.", "evidenceIds": [] }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?", "support": "partial", "answer": "Personal response instructions can request formal/casual tone and style. Specific de-CH controls or terminology enforcement were not documented.", "evidenceIds": [ "omnifact:omnifact:account" ] }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?", "support": "partial", "answer": "Chat supports drafting and rewriting via instructions and document generation; a dedicated proofreading/translation toolbar was not established.", "evidenceIds": [ "omnifact:omnifact:account", "omnifact:omnifact:documents" ] } ], "limitations": [ "formality_and_variants: Personal response instructions can request formal/casual tone and style. Specific de-CH controls or terminology enforcement were not documented.", "writing_tools: Chat supports drafting and rewriting via instructions and document generation; a dedicated proofreading/translation toolbar was not established.", "Unverified document_translation, translation_engine, glossaries: Formatting-preserving full-document translation, named engine and company glossary were not established in docs, model catalogue or integrations." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:account", "omnifact:omnifact:documents" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-04", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "omnifact", "claimId": "omnifact:WORK-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Image generation and edits use configured OpenAI/Google models under group permission.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "image_generation", "question": "Can users generate images, with which models?", "support": "partial", "answer": "Model Settings lists GPTImage2/1.5/1/1Mini, Nano Banana/Pro/2; September notes add GPTImage2.5Flare/Sunburst and October Nano Banana2.1 direct Google. EU generation remains Nano Banana2 because2.1 is not on Google Cloud EU.", "evidenceIds": [ "omnifact:omnifact:model-settings", "omnifact:omnifact:changes" ] }, { "id": "image_editing", "question": "Can users edit uploaded images?", "support": "supported", "answer": "Uploaded reference images can be transformed with text instructions; results appear in gallery and download.", "evidenceIds": [ "omnifact:omnifact:images" ] }, { "id": "admin_control", "question": "Can admins restrict image generation?", "support": "partial", "answer": "Generate Images is group-granted; model enablement/default is organization-wide. Image/audio contents bypass PII masking and retain route constraints.", "evidenceIds": [ "omnifact:omnifact:groups", "omnifact:omnifact:model-settings", "omnifact:omnifact:privacy" ] }, { "id": "usage_terms", "question": "What usage rights apply to output?", "support": "unknown", "answer": "What usage rights apply to output? Unknown. Model-specific output licence/commercial rights were not established; general software rights do not define image-output ownership.", "evidenceIds": [] } ], "limitations": [ "image_generation: Model Settings lists GPTImage2/1.5/1/1Mini, Nano Banana/Pro/2; September notes add GPTImage2.5Flare/Sunburst and October Nano Banana2.1 direct Google. EU generation remains Nano Banana2 because2.1 is not on Google Cloud EU.", "admin_control: Generate Images is group-granted; model enablement/default is organization-wide. Image/audio contents bypass PII masking and retain route constraints.", "Unverified usage_terms: Model-specific output licence/commercial rights were not established; general software rights do not define image-output ownership." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:model-settings", "omnifact:omnifact:changes", "omnifact:omnifact:images", "omnifact:omnifact:groups", "omnifact:omnifact:privacy" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Alpha dictation and beta long-form mobile recording are documented.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-mobile" ], "version": null, "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-mobile", "name": "North iOS and alpha Android app", "type": "mobile" } ] }, "questions": [ { "id": "dictation", "question": "Can users dictate prompts?", "support": "supported", "answer": "Off-by-default alpha dictation supports web/mobile prompts and some instruction/automation fields; configured ASR and microphone permission required.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-97", "cohere-north:cohere-north:n-doc-1" ] }, { "id": "read_aloud", "question": "Can answers be read aloud?", "support": "unknown", "answer": "Unknown for read_aloud. Dictation and long-form mobile recording have alpha/beta states. Read-aloud, conversational speech, automatic meeting capture and Swiss German quality were not established.", "evidenceIds": [] }, { "id": "voice_conversation", "question": "Is a live voice mode available?", "support": "unknown", "answer": "Unknown for voice_conversation. Dictation and long-form mobile recording have alpha/beta states. Read-aloud, conversational speech, automatic meeting capture and Swiss German quality were not established.", "evidenceIds": [] }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?", "support": "partial", "answer": "North can summarise supplied meeting transcripts; beta mobile long recording exists. Automatic meeting participation/transcription and accuracy unverified.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1", "cohere-north:cohere-north:n-doc-97" ] }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?", "support": "unknown", "answer": "Unknown for swiss_german_speech. Dictation and long-form mobile recording have alpha/beta states. Read-aloud, conversational speech, automatic meeting capture and Swiss German quality were not established.", "evidenceIds": [] } ], "limitations": [ "Dictation alpha; long-form mobile recording beta.", "Remaining atomic gaps: read_aloud, voice_conversation, swiss_german_speech." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-97", "cohere-north:cohere-north:n-doc-1" ] }, { "productId": "omnifact", "claimId": "omnifact:WORK-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Experimental dictation/audio input exists; meeting bot/live voice coverage is unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "dictation", "question": "Can users dictate prompts?", "support": "partial", "answer": "Experimental Dictate Messages requires enabled Azure OpenAI; audio bypasses filtering and speech is converted to text.", "evidenceIds": [ "omnifact:omnifact:groups" ] }, { "id": "read_aloud", "question": "Can answers be read aloud?", "support": "unknown", "answer": "Can answers be read aloud? Unknown. No live voice conversation, read-aloud capability or Swiss German recognition/quality fixture was established.", "evidenceIds": [] }, { "id": "voice_conversation", "question": "Is a live voice mode available?", "support": "unknown", "answer": "Is a live voice mode available? Unknown. No live voice conversation, read-aloud capability or Swiss German recognition/quality fixture was established.", "evidenceIds": [] }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?", "support": "partial", "answer": "Uploaded meeting transcripts can be summarized and Zoom integration searches/recaps recordings; no native automatic meeting-joining/transcription bot was established.", "evidenceIds": [ "omnifact:omnifact:directory", "omnifact:omnifact:documents" ] }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?", "support": "unknown", "answer": "Is Swiss German speech recognised? Unknown. No live voice conversation, read-aloud capability or Swiss German recognition/quality fixture was established.", "evidenceIds": [] } ], "limitations": [ "dictation: Experimental Dictate Messages requires enabled Azure OpenAI; audio bypasses filtering and speech is converted to text.", "meeting_summaries: Uploaded meeting transcripts can be summarized and Zoom integration searches/recaps recordings; no native automatic meeting-joining/transcription bot was established.", "Unverified read_aloud, voice_conversation, swiss_german_speech: No live voice conversation, read-aloud capability or Swiss German recognition/quality fixture was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:groups", "omnifact:omnifact:directory", "omnifact:omnifact:documents" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Beta sandbox/Skills create Office files. Document mode supports iteration, with alpha incremental editing distinguished from the broader document workflow.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform 2.0.1; alpha incremental document editing; sandbox/Skills separately Beta", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "data_analysis", "question": "Can it analyse spreadsheets with executed code?", "support": "partial", "answer": "Beta Skills run file-producing work through sandbox_run_python or sandbox_run_command and provide spreadsheet/CSV operations. The sandbox service and skills permission must be enabled. Analysis correctness and formula preservation were not benchmarked.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-12-20261026", "cohere-north:cohere-north:north-release-html-20261026" ] }, { "id": "charts", "question": "Can it produce charts?", "support": "partial", "answer": "The document-mode guide describes Data Interpreter creating a chart and embedding it in the editor. The inaccessible sandbox/interpreter guides do not establish a complete plotting-library inventory; chart correctness was not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-9-20261026" ] }, { "id": "office_file_output", "question": "Can it create Word, Excel or PowerPoint files?", "support": "supported", "answer": "Beta Skills include DOCX/PPTX/XLSX/CSV creation/editing; model and sandbox prerequisites apply.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-12-20261026" ] }, { "id": "canvas_editing", "question": "Is there a document or canvas editor for iterating on output?", "support": "supported", "answer": "Document mode combines direct editing, prompted edits, version history and PDF/DOCX/MD/HTML export. Incremental document-editing controls are alpha; this does not make the whole criterion beta or generally available.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-9-20261026", "cohere-north:cohere-north:n-north-changelog-20261026" ] } ], "limitations": [ "data_analysis: Beta Skills run file-producing work through sandbox_run_python or sandbox_run_command and provide spreadsheet/CSV operations. The sandbox service and skills permission must be enabled. Analysis correctness and formula preservation were not benchmarked.", "charts: The document-mode guide describes Data Interpreter creating a chart and embedding it in the editor. The inaccessible sandbox/interpreter guides do not establish a complete plotting-library inventory; chart correctness was not tested." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-12-20261026", "cohere-north:cohere-north:north-release-html-20261026", "cohere-north:cohere-north:n-doc-9-20261026", "cohere-north:cohere-north:n-north-changelog-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:WORK-06", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared snapshots and source collections have different access boundaries.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "share_chats", "question": "Can chats be shared inside the organisation?", "support": "supported", "answer": "Signed-in colleagues open read-only snapshot links with messages, citations, thinking and presented sandbox files; subsequent changes need a new link.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-4" ] }, { "id": "team_spaces", "question": "Are shared projects or workspaces available?", "support": "partial", "answer": "Beta Libraries share collections via user/group/company roles. Alpha Projects are private per-user workspaces; not shared team Projects.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-42", "cohere-north:cohere-north:n-doc-11" ] }, { "id": "group_chat", "question": "Can several people chat together with the AI?", "support": "unknown", "answer": "Unknown for group_chat. Chat links are static read-only snapshots. Concurrent human group chat and rechecking original-source ACLs on all shared-answer content were not established.", "evidenceIds": [] }, { "id": "share_permission_boundary", "question": "Does sharing respect the recipient's access to sources?", "support": "partial", "answer": "Shared chat exposes existing answer text/files to signed-in recipients; no original-source ACL recheck established. Library/agent retrieval separately checks source and library access.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-4", "cohere-north:cohere-north:n-doc-152" ] } ], "limitations": [ "Remaining atomic gaps: group_chat." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-4", "cohere-north:cohere-north:n-doc-42", "cohere-north:cohere-north:n-doc-11", "cohere-north:cohere-north:n-doc-152" ] }, { "productId": "omnifact", "claimId": "omnifact:WORK-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared Spaces organize agents/knowledge; multi-user conversations and complete source-safe redistribution are unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "share_chats", "question": "Can chats be shared inside the organisation?", "support": "unknown", "answer": "Can chats be shared inside the organisation? Unknown. Sharing individual chat links and simultaneous group conversation were not explicitly established; shared Space access alone is insufficient evidence.", "evidenceIds": [] }, { "id": "team_spaces", "question": "Are shared projects or workspaces available?", "support": "supported", "answer": "Space instructions, knowledge and membership are shared with users/groups; conversations remain organized under the Space.", "evidenceIds": [ "omnifact:omnifact:spaces", "omnifact:omnifact:share" ] }, { "id": "group_chat", "question": "Can several people chat together with the AI?", "support": "unknown", "answer": "Can several people chat together with the AI? Unknown. Sharing individual chat links and simultaneous group conversation were not explicitly established; shared Space access alone is insufficient evidence.", "evidenceIds": [] }, { "id": "share_permission_boundary", "question": "Does sharing respect the recipient's access to sources?", "support": "partial", "answer": "Space members can see referenced uploaded knowledge. Personal OAuth MCP follows each source account, but Space source-ACL rechecking and generated-answer resharing boundaries were not tested.", "evidenceIds": [ "omnifact:omnifact:share", "omnifact:omnifact:mcp", "omnifact:omnifact:sync" ] } ], "limitations": [ "share_permission_boundary: Space members can see referenced uploaded knowledge. Personal OAuth MCP follows each source account, but Space source-ACL rechecking and generated-answer resharing boundaries were not tested.", "Unverified share_chats, group_chat: Sharing individual chat links and simultaneous group conversation were not explicitly established; shared Space access alone is insufficient evidence." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:spaces", "omnifact:omnifact:share", "omnifact:omnifact:mcp", "omnifact:omnifact:sync" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:WORK-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "User UI offers German and French among eight languages; accessibility and admin translation remain gaps.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "ui_languages", "question": "Which UI languages are offered?", "support": "supported", "answer": "Guide lists English default, Spanish, French, Portuguese, Arabic, Japanese, Korean and German. Italian is not in this documented selector list.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1" ] }, { "id": "dach_language_quality", "question": "Are German, French and Italian UIs complete and natural?", "support": "partial", "answer": "German/French available; Italian not listed. Completeness/naturalness was not tested and model language support does not prove UI quality.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1" ] }, { "id": "accessibility_statement", "question": "Is there a WCAG conformance statement?", "support": "unknown", "answer": "Unknown for accessibility_statement. Eight user UI languages are listed. No WCAG conformance statement, complete German admin UI inventory or DE/FR/IT usability assessment was retrieved.", "evidenceIds": [] }, { "id": "admin_ui_languages", "question": "Is the admin interface available in German?", "support": "unknown", "answer": "Unknown for admin_ui_languages. Eight user UI languages are listed. No WCAG conformance statement, complete German admin UI inventory or DE/FR/IT usability assessment was retrieved.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: accessibility_statement, admin_ui_languages." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-1" ] }, { "productId": "omnifact", "claimId": "omnifact:WORK-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "English and German UI are documented; language quality and accessibility are untested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "ui_languages", "question": "Which UI languages are offered?", "support": "supported", "answer": "Account language selector offers English/German, otherwise browser-language default.", "evidenceIds": [ "omnifact:omnifact:account" ] }, { "id": "dach_language_quality", "question": "Are German, French and Italian UIs complete and natural?", "support": "unknown", "answer": "Are German, French and Italian UIs complete and natural? Unknown. No DE/FR/IT UI-quality fixture or WCAG conformance statement was obtained. French/Italian UI is not in the documented EN/DE selector.", "evidenceIds": [] }, { "id": "accessibility_statement", "question": "Is there a WCAG conformance statement?", "support": "unknown", "answer": "Is there a WCAG conformance statement? Unknown. No DE/FR/IT UI-quality fixture or WCAG conformance statement was obtained. French/Italian UI is not in the documented EN/DE selector.", "evidenceIds": [] }, { "id": "admin_ui_languages", "question": "Is the admin interface available in German?", "support": "partial", "answer": "A separate German admin documentation tree is published; this does not verify complete German in-app admin translation.", "evidenceIds": [ "omnifact:omnifact:account" ] } ], "limitations": [ "admin_ui_languages: A separate German admin documentation tree is published; this does not verify complete German in-app admin translation.", "Unverified dach_language_quality, accessibility_statement: No DE/FR/IT UI-quality fixture or WCAG conformance statement was obtained. French/Italian UI is not in the documented EN/DE selector." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:account" ] } ] }, { "id": "ADM-01", "title": "Single sign-on and authentication", "group": { "id": 5, "name": "Administration and governance" }, "judgment": "Record SAML, OIDC, Microsoft Entra ID, Google, LDAP, MFA enforcement, conditional-access compatibility, domain verification and plan restrictions. Test one SSO login on a trial where possible.", "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?" }, { "id": "sso_plan", "question": "Which plan includes SSO?" }, { "id": "mfa", "question": "Can MFA be enforced?" }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?" }, { "id": "domain_capture", "question": "Can the company claim its email domain?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:ADM-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North supports OIDC, SAML and hybrid identity patterns in customer deployments.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "supported", "answer": "Dex-based broker supports OIDC preferred/SAML legacy, LDAP shim, Entra-LDAP hybrid and authentication proxy; interactive SSO uses authorization-code PKCE.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-105" ] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "partial", "answer": "SSO is documented for deployed North; no public commercial tier restriction or included-price matrix retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-105" ] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "partial", "answer": "Authentication proxy supports external MFA chains; no standalone North-enforced MFA policy was retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-105" ] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "unknown", "answer": "Unknown for conditional_access. SSO protocols and IdP integration are documented. Tenant MFA/conditional-access enforcement and domain capture were not exercised.", "evidenceIds": [] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "unknown", "answer": "Unknown for domain_capture. SSO protocols and IdP integration are documented. Tenant MFA/conditional-access enforcement and domain capture were not exercised.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: conditional_access, domain_capture." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-105" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise SAML2.0 uses identity-provider MFA and conditional-access policies; nativeTOTP entitlement is outside this finding.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise SAML/SSO only; nativeTOTP entitlement excluded", "addOns": [ "Enterprise SSO enablement; identity-provider MFA/conditional access" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "supported", "answer": "SAML2.0 via SSO Ready; Entra ID, Okta, Keycloak and SAML-compatible Id Ps. OIDC was not established.", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:sso-blog", "omnifact:omnifact:public-sector" ] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "supported", "answer": "SSO/SCIM exclusive to Enterprise and support-enabled configuration.", "evidenceIds": [ "omnifact:omnifact:users" ] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "partial", "answer": "For Enterprise SAML/SSO users, authentication and MFA are controlled by the identity provider; Omnifact native2FA setup is hidden. No nativeTOTP entitlement for Pro or Enterprise is asserted.", "evidenceIds": [ "omnifact:omnifact:security-rev2", "omnifact:omnifact:sso-blog" ] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "partial", "answer": "SSO announcement says existing Id P conditional access/MFA/password rules apply; Entra device/location combinations were not tested.", "evidenceIds": [ "omnifact:omnifact:sso-blog" ] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "unknown", "answer": "Can the company claim its email domain? Unknown. No verified company-domain capture/ownership process was established.", "evidenceIds": [] } ], "limitations": [ "The supported MFA path here is the Enterprise identity provider. Native password/TOTP accounts require separate plan verification." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:sso-blog", "omnifact:omnifact:public-sector", "omnifact:omnifact:security-rev2", "omnifact:omnifact:auth" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "JIT and alpha SCIM provision users/groups; deletion preserves selected shared assets.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?", "support": "supported", "answer": "SCIM2 alpha provides user/group lifecycle and is bidirectional; incompatible with some connector group-filter settings.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-112" ] }, { "id": "group_sync", "question": "Are identity-provider groups synced?", "support": "partial", "answer": "JIT groups hydrate at login/session refresh; SCIM can sync groups including matching preregistered names. No propagation measurement.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-111", "cohere-north:cohere-north:n-doc-112" ] }, { "id": "jit_provisioning", "question": "Are users created at first login?", "support": "supported", "answer": "First successful login automatically creates user linked to external ID; no pre-invite required in this documented mode.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-111" ] }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?", "support": "supported", "answer": "Disable removes access reversibly; delete uses grace policy, keeps shared agents/workflows/files but removes Microsoft libraries even if shared. Admin can transfer preserved assets; cleanup asynchronous.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-112", "cohere-north:cohere-north:n-doc-90", "cohere-north:cohere-north:n-doc-153" ] }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?", "support": "unknown", "answer": "Unknown for seat_assignment. JIT and alpha bidirectional SCIM are documented. Commercial seat assignment and measured identity-propagation timing were not retrieved.", "evidenceIds": [] } ], "limitations": [ "SCIM alpha; graceful deletion settings beta. Commercial seat assignment unverified.", "Remaining atomic gaps: seat_assignment." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-112", "cohere-north:cohere-north:n-doc-111", "cohere-north:cohere-north:n-doc-90", "cohere-north:cohere-north:n-doc-153" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise SCIM synchronizes users/groups; deactivation blocks login while detailed asset disposition remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?", "support": "supported", "answer": "Dedicated sso-sync creates, updates anddeactivates users automatically; manual creation/profile/role/CSV changes are locked under SCIM.", "evidenceIds": [ "omnifact:omnifact:users" ] }, { "id": "group_sync", "question": "Are identity-provider groups synced?", "support": "supported", "answer": "Entra, Okta or Google Workspace groups mirror into immutable-membership Synced Groups with Omnifact-managed permissions.", "evidenceIds": [ "omnifact:omnifact:groups" ] }, { "id": "jit_provisioning", "question": "Are users created at first login?", "support": "partial", "answer": "Provisioned status includes SSO/SCIM-created accounts before first login; invitations are skipped for SSO. Exact just-in-time account trigger not specified.", "evidenceIds": [ "omnifact:omnifact:users" ] }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?", "support": "partial", "answer": "Deactivated users cannot log in; only unaccepted invitees can be permanently deleted from user list. Space removal keeps prior contributions; full leaver private data/agent ownership effects unspecified.", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:share" ] }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?", "support": "partial", "answer": "Active and invited users count as seats; adding prorates cost, removal credits next invoice. Deactivated-seat billing treatment not fully specified.", "evidenceIds": [ "omnifact:omnifact:billing" ] } ], "limitations": [ "jit_provisioning: Provisioned status includes SSO/SCIM-created accounts before first login; invitations are skipped for SSO. Exact just-in-time account trigger not specified.", "deprovisioning: Deactivated users cannot log in; only unaccepted invitees can be permanently deleted from user list. Space removal keeps prior contributions; full leaver private data/agent ownership effects unspecified.", "seat_assignment: Active and invited users count as seats; adding prorates cost, removal credits next invoice. Deactivated-seat billing treatment not fully specified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:groups", "omnifact:omnifact:share", "omnifact:omnifact:billing" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North delegates fine-grained roles/groups; separately administered subsidiaries count as application instances.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "admin_roles", "question": "Which admin roles exist, and can admin rights be delegated?", "support": "supported", "answer": "System roles include Agent/Automation/Tools managers, Compliance Requester/Approver and Library Access Manager; custom roles and individual temporary assignments. Some grants, including model configuration, must be assigned directly.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-114" ] }, { "id": "groups", "question": "Can permissions be set per group?", "support": "supported", "answer": "Permissions/roles/resources assign users, IdP groups or company. JIT group membership updates with token/session refresh; rename/delete needs configuration review.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-114", "cohere-north:cohere-north:n-doc-111" ] }, { "id": "feature_toggles", "question": "Which features can be switched on or off per group?", "support": "supported", "answer": "Group grants control agents, tools, libraries, automation and some admin capabilities; models additionally have alpha RBAC and inherited-owner exceptions.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-114", "cohere-north:cohere-north:n-doc-134", "cohere-north:cohere-north:n-doc-18" ] }, { "id": "multi_entity", "question": "Can subsidiaries or departments be separated within one contract?", "support": "partial", "answer": "Separate administered installation with its own users/config/data is a separate licensed Application Instance, including business units/subsidiaries. Single-contract multi-instance price unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-114", "cohere-north:cohere-north:n-doc-111", "cohere-north:cohere-north:n-doc-134", "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-158" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Owner/Admin/Member and Space roles combine with additive groups.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_roles", "question": "Which admin roles exist, and can admin rights be delegated?", "support": "supported", "answer": "Owner includes Admin/Member, Admin includes Member; Admin manages team users/settings except Owner. Space Admin/Editor is separate, with optional Knowledge Base Manager in DPA.", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:share", "omnifact:omnifact:dpa" ] }, { "id": "groups", "question": "Can permissions be set per group?", "support": "supported", "answer": "Everyone, SCIM-synced andmanual groups; permissions union rather than deny.", "evidenceIds": [ "omnifact:omnifact:groups" ] }, { "id": "feature_toggles", "question": "Which features can be switched on or off per group?", "support": "supported", "answer": "Group grants file/image uploads, audio, web, imagegeneration, code, dictation, modeltiers, USmodels, filterexemption; organization models/features must also be enabled.", "evidenceIds": [ "omnifact:omnifact:groups" ] }, { "id": "multi_entity", "question": "Can subsidiaries or departments be separated within one contract?", "support": "partial", "answer": "Organization tenant separation and department Space/group boundaries are described; terms prohibit multiple accounts for one company and usage beyond own personnel without agreement. Multi-subsidiary contract rights were not established.", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:terms", "omnifact:omnifact:share" ] } ], "limitations": [ "multi_entity: Organization tenant separation and department Space/group boundaries are described; terms prohibit multiple accounts for one company and usage beyond own personnel without agreement. Multi-subsidiary contract rights were not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:users", "omnifact:omnifact:share", "omnifact:omnifact:dpa", "omnifact:omnifact:groups", "omnifact:omnifact:terms" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Alpha analytics offers detailed adoption/usage exports with named-user visibility.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "adoption_dashboard", "question": "Is there an adoption dashboard?", "support": "supported", "answer": "Separate Helm/ClickHouse analytics stack reports adoption, agents, automations, tools and libraries with date/group filters.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-78" ] }, { "id": "breakdowns", "question": "Can usage be broken down by group, model, feature and assistant?", "support": "supported", "answer": "Groups/models/sources/agents/workflows/tools and user leaderboards documented; sampled/capped cards have explicit limitations.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-78" ] }, { "id": "export", "question": "Can usage data be exported?", "support": "supported", "answer": "Cards export CSV data or PNG; CSV includes user names and capped tables export only loaded scope.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-78" ] }, { "id": "privacy_modes", "question": "Can per-person reporting be limited or pseudonymised?", "support": "partial", "answer": "Raw analytics event collection can be disabled and retention configured. This does not establish pseudonymisation or removal of named-user reporting in the dashboard.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-95", "cohere-north:cohere-north:n-doc-78" ] } ], "limitations": [ "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-78", "cohere-north:cohere-north:n-doc-95" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise adoption analytics show active users and message counts; deeper breakdown/export controls are unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise Usage Analytics & Insights; Pro excluded", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "adoption_dashboard", "question": "Is there an adoption dashboard?", "support": "supported", "answer": "Analytics provides date-range totals and daily active-user/message charts with interactive metric toggles; Enterprise-only in pricing.", "evidenceIds": [ "omnifact:omnifact:analytics-rev2", "omnifact:omnifact:pricing-rev2" ] }, { "id": "breakdowns", "question": "Can usage be broken down by group, model, feature and assistant?", "support": "partial", "answer": "Documented dashboard is organization/day level. Model, group, feature andassistant breakdown matrix was not established.", "evidenceIds": [ "omnifact:omnifact:analytics-rev2" ] }, { "id": "export", "question": "Can usage data be exported?", "support": "unknown", "answer": "Can usage data be exported? Unknown. No documented analytics export/API or configurable individual-reporting controls were established. Direct HTML retrieval returned403; public cached official page was retrieved through the web tool.", "evidenceIds": [] }, { "id": "privacy_modes", "question": "Can per-person reporting be limited or pseudonymised?", "support": "partial", "answer": "DPA describes anonymized PostHog feature-use analytics without individual attribution; separate customer-visible reporting privacy toggles were not established.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] } ], "limitations": [ "Dashboard scope is organization/day level; additional model/group/assistant breakdowns and export remain unverified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:analytics-rev2", "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:dpa-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North reports token use and can limit capacity; a currency budget ledger is unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "cost_visibility", "question": "Can admins see cost or consumption per user and group?", "support": "partial", "answer": "Analytics shows user/group/agent/model token activity; Prometheus/Grafana has provider/model billed/raw counters without per-user labels and can undercount. Currency cost reconciliation unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-78", "cohere-north:cohere-north:n-doc-207" ] }, { "id": "budgets", "question": "Can budgets be set per user or group?", "support": "partial", "answer": "Alpha Flow control caps requests/input/output tokens by user/group/rules, not a verified CHF/EUR spend budget.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-137" ] }, { "id": "budget_enforcement", "question": "Does reaching a budget alert, block or downgrade?", "support": "partial", "answer": "Limits block for the window only when Helm proxy deployed; unlimited default/failure allow option can admit use. Currency overshoot bounds and chargeback not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-137" ] }, { "id": "chargeback", "question": "Can costs be exported per cost centre?", "support": "unknown", "answer": "Unknown for chargeback. Token metrics and alpha capacity limits are documented. Currency budgets, billing reconciliation and cost-centre allocation were not established.", "evidenceIds": [] } ], "limitations": [ "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported.", "Remaining atomic gaps: chargeback." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-78", "cohere-north:cohere-north:n-doc-207", "cohere-north:cohere-north:n-doc-137" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared pooled credits and model permissions constrain spend; individual financial allocation is unspecified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_visibility", "question": "Can admins see cost or consumption per user and group?", "support": "partial", "answer": "Billing shows pooled real-time consumption andforecast; Enterprise detailed real-time dashboard is described as forthcoming, while total used is available.", "evidenceIds": [ "omnifact:omnifact:billing" ] }, { "id": "budgets", "question": "Can budgets be set per user or group?", "support": "partial", "answer": "Organization pooled allowance and manual additional-credit recharge. Model-tier and USroute access can be group-controlled, but per-user/group monetary hard caps were not established.", "evidenceIds": [ "omnifact:omnifact:billing", "omnifact:omnifact:groups" ] }, { "id": "budget_enforcement", "question": "Does reaching a budget alert, block or downgrade?", "support": "supported", "answer": "Monthly budget: chat downgrades to enabled fallbacks; Gateway hard-blocks all calls on exhausted credits. Daily message quota disables send until reset.", "evidenceIds": [ "omnifact:omnifact:limits", "omnifact:omnifact:gateway", "omnifact:omnifact:chat" ] }, { "id": "chargeback", "question": "Can costs be exported per cost centre?", "support": "unknown", "answer": "Can costs be exported per cost centre? Unknown. No cost-centre chargeback export or complete cost-per-user/group allocation interface was established.", "evidenceIds": [] } ], "limitations": [ "cost_visibility: Billing shows pooled real-time consumption andforecast; Enterprise detailed real-time dashboard is described as forthcoming, while total used is available.", "budgets: Organization pooled allowance and manual additional-credit recharge. Model-tier and USroute access can be group-controlled, but per-user/group monetary hard caps were not established.", "Unverified chargeback: No cost-centre chargeback export or complete cost-per-user/group allocation interface was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:billing", "omnifact:omnifact:groups", "omnifact:omnifact:limits", "omnifact:omnifact:gateway", "omnifact:omnifact:chat" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Alpha audits and approval-controlled compliance export coexist with operator log forwarding.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "admin_events", "question": "Are admin and security events logged?", "support": "supported", "answer": "Audits records identity, permission, configuration, model/tool, sharing and compliance events; filters and GET audit API exist.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-140-20261026" ] }, { "id": "content_logging", "question": "Can prompts and answers be retained for compliance, and is it configurable?", "support": "partial", "answer": "Alpha Compliance uses a request/approval workflow for 24-hour conversation review and CSV export, including guardrail-blocked/redacted messages. Self-approval is forbidden; view access and self-grants are restricted. Exact Organization admin approval rights remain unknown because the permission table and Reviewing requests prerequisite disagree.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-139-20261026" ] }, { "id": "siem_export", "question": "Can logs stream to a SIEM or be exported?", "support": "partial", "answer": "Audit records can be queried through GET /v1/admin/audits, with an actions endpoint and date/action filters. A complete supported SIEM integration, delivery/retry guarantee or content-stream schema was not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-140-20261026" ] }, { "id": "ediscovery", "question": "Are eDiscovery and legal hold supported?", "support": "partial", "answer": "Compliance supports investigation/preservation downloads; specific eDiscovery/legal hold preventing deletion was not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-139-20261026" ] }, { "id": "log_retention", "question": "How long are logs kept?", "support": "unknown", "answer": "Retrieved Audits and Compliance pages do not state numeric audit-log retention or immutability. Analytics-event retention is a different dataset, and the general Security page could not be retrieved in public representations. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/audits?format=html, https://private.docs.cohere.com/north/docs/admin/compliance?format=html, https://private.docs.cohere.com/north/docs/admin/permissions?format=html. No additional scoped evidence established this answer.", "evidenceIds": [] } ], "limitations": [ "content_logging: Alpha Compliance uses a request/approval workflow for 24-hour conversation review and CSV export, including guardrail-blocked/redacted messages. Self-approval is forbidden; view access and self-grants are restricted. Exact Organization admin approval rights remain unknown because the permission table and Reviewing requests prerequisite disagree.", "siem_export: Audit records can be queried through GET /v1/admin/audits, with an actions endpoint and date/action filters. A complete supported SIEM integration, delivery/retry guarantee or content-stream schema was not established.", "ediscovery: Compliance supports investigation/preservation downloads; specific eDiscovery/legal hold preventing deletion was not established.", "log_retention: Retrieved Audits and Compliance pages do not state numeric audit-log retention or immutability. Analytics-event retention is a different dataset, and the general Security page could not be retrieved in public representations. Search on 2026-10-26: https://private.docs.cohere.com/north/docs/admin/audits?format=html, https://private.docs.cohere.com/north/docs/admin/compliance?format=html, https://private.docs.cohere.com/north/docs/admin/permissions?format=html. No additional scoped evidence established this answer." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-140-20261026", "cohere-north:cohere-north:n-doc-139-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA documents append-only admin logs for at least 90 days; content compliance export is unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_events", "question": "Are admin and security events logged?", "support": "supported", "answer": "TOM2.5 records user-status changes/resource deletions with user attribution, UTC timestamps, encrypted transport/storage and append-only protection; event coverage can expand.", "evidenceIds": [ "omnifact:omnifact:dpa" ] }, { "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? Unknown. No full prompts/answers archive configuration, SIEM streaming/export or e Discovery/legal hold interface was established. Id P authentication logs are distinct from platform audit exports.", "evidenceIds": [] }, { "id": "siem_export", "question": "Can logs stream to a SIEM or be exported?", "support": "unknown", "answer": "Can logs stream to a SIEM or be exported? Unknown. No full prompts/answers archive configuration, SIEM streaming/export or e Discovery/legal hold interface was established. Id P authentication logs are distinct from platform audit exports.", "evidenceIds": [] }, { "id": "ediscovery", "question": "Are eDiscovery and legal hold supported?", "support": "unknown", "answer": "Are e Discovery and legal hold supported? Unknown. No full prompts/answers archive configuration, SIEM streaming/export or e Discovery/legal hold interface was established. Id P authentication logs are distinct from platform audit exports.", "evidenceIds": [] }, { "id": "log_retention", "question": "How long are logs kept?", "support": "partial", "answer": "Administrative logs retained at least 90 days; content retention is customer-configured but not a published compliance archive.", "evidenceIds": [ "omnifact:omnifact:dpa" ] } ], "limitations": [ "log_retention: Administrative logs retained at least 90 days; content retention is customer-configured but not a published compliance archive.", "Unverified content_logging, siem_export, ediscovery: No full prompts/answers archive configuration, SIEM streaming/export or e Discovery/legal hold interface was established. Id P authentication logs are distinct from platform audit exports." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Selected-customer beta HiddenLayer can detect/block/redact PII, with permissive defaults and failure paths.", "availability": "beta", "delivery": "native", "scope": { "surfaceIds": [ "north-private", "north-web" ], "version": null, "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [ "Selected-customer HiddenLayer beta deployment; commercial cost unverified" ], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" }, { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" } ] }, "questions": [ { "id": "pii_detection", "question": "Is personal data detected in prompts and files?", "support": "partial", "answer": "HiddenLayer scans configured prompt/response/tool content and PII entity types; beta available to selected customers after deployment. File coverage depends on what reaches scanned requests, not a verified whole-file DLP pipeline.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-138" ] }, { "id": "pii_action", "question": "Is it redacted, masked, blocked or only warned?", "support": "partial", "answer": "ALLOW/BLOCK/REDACT supported. Default monitor_only does not enforce; background scans and timeouts can occur after delivery, unsupported entities fail open. Effectiveness not tested.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-138" ] }, { "id": "custom_patterns", "question": "Can admins add custom patterns or terms?", "support": "unknown", "answer": "Unknown for custom_patterns. Selected-customer beta HiddenLayer scanning is documented. Custom regex/customer dictionaries and an external enterprise DLP integration matrix were not retrieved.", "evidenceIds": [] }, { "id": "dlp_integration", "question": "Does it integrate with an existing DLP product?", "support": "partial", "answer": "HiddenLayer AIDR integration documented; generic existing-DLP/Purview connector not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-138", "cohere-north:cohere-north:n-doc-193" ] }, { "id": "filter_location", "question": "Where does filtering run?", "support": "supported", "answer": "Documented self-contained GPU engine runs inside customer cluster with external HiddenLayer cloud disabled; requires both HiddenLayer and cohere-guardrails releases.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-193" ] } ], "limitations": [ "Remaining atomic gaps: custom_patterns." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-138", "cohere-north:cohere-north:n-doc-193" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Default Privacy Filter combines local NER/regex masking with several explicit bypass paths.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise, filter defaults enabled; user exemptions/advanced feature flags qualified", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "pii_detection", "question": "Is personal data detected in prompts and files?", "support": "partial", "answer": "Names, addresses, email, phone, IPv4, US/German IDs/passports, tax/pensionnumbers, IBAN/BIC/card/routing/account numbers, companies anddocument filenames. Media bytes are not scanned; AHV recognition untested.", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:files", "omnifact:omnifact:privacy" ] }, { "id": "pii_action", "question": "Is it redacted, masked, blocked or only warned?", "support": "partial", "answer": "Detected strings replaced with placeholders then restored in output; web queries containing masked values are blocked. Click-to-Reveal confirms sending individual terms; optional%%exemption defaults off andrequires Support. Group exemptions may disable filtering per agent/Space.", "evidenceIds": [ "omnifact:omnifact:privacy", "omnifact:omnifact:web", "omnifact:omnifact:groups", "omnifact:omnifact:dpa" ] }, { "id": "custom_patterns", "question": "Can admins add custom patterns or terms?", "support": "partial", "answer": "Vendor detector uses custom-trained SLMNER andregex, but customer-defined pattern/dictionary UI/API was not established. Optional%%syntax bypasses rather than adds detection.", "evidenceIds": [ "omnifact:omnifact:dpa" ] }, { "id": "dlp_integration", "question": "Does it integrate with an existing DLP product?", "support": "unknown", "answer": "Does it integrate with an existing DLP product? Unknown. No existing third-party DLP/Purview integration or synthetic AHV/IBAN accuracy fixture was established.", "evidenceIds": [] }, { "id": "filter_location", "question": "Where does filtering run?", "support": "partial", "answer": "DPA places filter within Azure Germany West Central, Frankfurt before external model. MCP arguments/results, code, sandbox, images/audio bytes, personalization and Published Space API bypass filtering by design.", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:privacy", "omnifact:omnifact:published", "omnifact:omnifact:account" ] } ], "limitations": [ "pii_detection: Names, addresses, email, phone, IPv4, US/German IDs/passports, tax/pensionnumbers, IBAN/BIC/card/routing/account numbers, companies anddocument filenames. Media bytes are not scanned; AHV recognition untested.", "pii_action: Detected strings replaced with placeholders then restored in output; web queries containing masked values are blocked. Click-to-Reveal confirms sending individual terms; optional%%exemption defaults off andrequires Support. Group exemptions may disable filtering per agent/Space.", "custom_patterns: Vendor detector uses custom-trained SLMNER andregex, but customer-defined pattern/dictionary UI/API was not established. Optional%%syntax bypasses rather than adds detection.", "filter_location: DPA places filter within Azure Germany West Central, Frankfurt before external model. MCP arguments/results, code, sandbox, images/audio bytes, personalization and Published Space API bypass filtering by design.", "Unverified dlp_integration: No existing third-party DLP/Purview integration or synthetic AHV/IBAN accuracy fixture was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:files", "omnifact:omnifact:privacy", "omnifact:omnifact:web", "omnifact:omnifact:groups", "omnifact:omnifact:published", "omnifact:omnifact:account" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:ADM-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Organisation instructions/policy acceptance exist; content safety checks are advisory.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "org_instructions", "question": "Can admins set organisation-wide instructions?", "support": "supported", "answer": "Optional company instructions append to preamble across all models; agent instructions also apply.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-86" ] }, { "id": "usage_notice", "question": "Can users be required to accept a usage policy?", "support": "supported", "answer": "Alpha hosted terms can require acceptance at sign-up/tool use and re-acceptance after versions. External terms URL overrides hosted terms.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-145" ] }, { "id": "content_filters", "question": "Are content filters configurable?", "support": "partial", "answer": "Alpha Content Compliance Auditor offers Contextual/Strict, targeted user/group rules and qualified models. Model chooses whether to check/refuse; unavailable/error verdict can be safe, so not mandatory enforcement.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-138" ] }, { "id": "violation_reporting", "question": "Are policy hits visible to admins?", "support": "supported", "answer": "Guardrail Events list conversation decisions/categories/actions. Safety Block means unsafe verdict to model, not proof response was prevented.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-138" ] } ], "limitations": [ "The vendor marks this control alpha. The catalogue availability field stays unknown because its enum has no alpha value; this does not mean unsupported." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-86", "cohere-north:cohere-north:n-doc-145", "cohere-north:cohere-north:n-doc-138" ] }, { "productId": "omnifact", "claimId": "omnifact:ADM-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Company/Space instructions and privacy/tool governance exist; mandatory policy workflows are unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "org_instructions", "question": "Can admins set organisation-wide instructions?", "support": "partial", "answer": "Teamdescription supplies businesscontext; Spaceinstructions set response behavior and strict grounding. No guaranteed immutable organization safety instruction hierarchy was established.", "evidenceIds": [ "omnifact:omnifact:company", "omnifact:omnifact:create", "omnifact:omnifact:retrieval" ] }, { "id": "usage_notice", "question": "Can users be required to accept a usage policy?", "support": "unknown", "answer": "Can users be required to accept a usage policy? Unknown. No mandatory AI-use-policy acknowledgement, admin policy-hit dashboard or configurable general content-filter taxonomy was established.", "evidenceIds": [] }, { "id": "content_filters", "question": "Are content filters configurable?", "support": "partial", "answer": "Organization PIImasking, group capabilities/modelroutes andper-tool approval/block settings are documented. General topic/abusefilter customization was not established.", "evidenceIds": [ "omnifact:omnifact:privacy", "omnifact:omnifact:groups", "omnifact:omnifact:mcp" ] }, { "id": "violation_reporting", "question": "Are policy hits visible to admins?", "support": "unknown", "answer": "Are policy hits visible to admins? Unknown. No mandatory AI-use-policy acknowledgement, admin policy-hit dashboard or configurable general content-filter taxonomy was established.", "evidenceIds": [] } ], "limitations": [ "org_instructions: Teamdescription supplies businesscontext; Spaceinstructions set response behavior and strict grounding. No guaranteed immutable organization safety instruction hierarchy was established.", "content_filters: Organization PIImasking, group capabilities/modelroutes andper-tool approval/block settings are documented. General topic/abusefilter customization was not established.", "Unverified usage_notice, violation_reporting: No mandatory AI-use-policy acknowledgement, admin policy-hit dashboard or configurable general content-filter taxonomy was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:company", "omnifact:omnifact:create", "omnifact:omnifact:retrieval", "omnifact:omnifact:privacy", "omnifact:omnifact:groups", "omnifact:omnifact:mcp" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:DATA-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Private North follows customer infrastructure placement; external inference and support need separate scope.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "storage_region", "question": "Where are chats, files and indexes stored?", "support": "partial", "answer": "North/Compass data resides in customer VPC/on-prem storage. Customer chooses country; no fixed vendor-hosted North region matrix retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-doc-168" ] }, { "id": "inference_region", "question": "Where do model calls run, per provider?", "support": "partial", "answer": "Local model chart stays in customer environment; optional Vault/Foundry/other APIs route inference to separately configured regions. Actual contracted provider region unverified.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-168", "cohere-north:cohere-north:n-doc-217", "cohere-north:cohere-north:n-doc-218" ] }, { "id": "backups_logs_region", "question": "Where are backups, logs and telemetry?", "support": "partial", "answer": "Operators configure backups, logs and telemetry collectors in their environment. Docs do not fix country or require all exports remain local.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-214", "cohere-north:cohere-north:n-doc-208", "cohere-north:cohere-north:n-doc-146" ] }, { "id": "support_access_region", "question": "From where can vendor staff access data?", "support": "partial", "answer": "Private-deployment commitment says Cohere does not receive customer prompts; optional Vault processes inference and support bundles may be shared. Support-staff countries/contract access rules unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-doc-217" ] }, { "id": "swiss_hosting", "question": "Is Swiss hosting available?", "support": "partial", "answer": "Customer can place private infrastructure in its chosen country, but a Cohere-operated Swiss North hosting SKU/residency promise was not established.", "evidenceIds": [ "cohere-north:cohere-north:n-private" ] }, { "id": "residency_plan", "question": "Which plan or option provides residency?", "support": "partial", "answer": "Customer-managed private deployment controls location; optional external inference/telemetry/connector routes require separate governance. No named residency add-on price retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-doc-217" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-doc-168", "cohere-north:cohere-north:n-doc-217", "cohere-north:cohere-north:n-doc-218", "cohere-north:cohere-north:n-doc-214", "cohere-north:cohere-north:n-doc-208", "cohere-north:cohere-north:n-doc-146", "cohere-north:cohere-north:n-commitments" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Hosted primary workspace storage is in Azure EU. Germany-only processing and complete backup/log/support residency are not established; model and metadata routes differ.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise hosted Azure platform storage; model and edge-metadata routes separately scoped", "addOns": [ "Enterprise AI Gateway where named; provider/model route and eu/ prefix selected explicitly" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" } ] }, "questions": [ { "id": "storage_region", "question": "Where are chats, files and indexes stored?", "support": "partial", "answer": "Hosted raw chats/files/indexed workspace content uses Azure infrastructure in the EU. DPA identifies GermanyWestCentral/Frankfurt; the live infrastructure register also names NL/SE/IE. Only EU primary-platform storage is claimed here; a Germany-only deployment footprint is not established.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:trust-rev2" ] }, { "id": "inference_region", "question": "Where do model calls run, per provider?", "support": "supported", "answer": "EU routes include Azure OpenAI, Google Cloud EU for Gemini/Anthropic, and Mistral EU. Direct OpenAI/Anthropic US and Google API global routes also exist. Gateway needs eu/ prefix; unprefixed IDs never use EU backends.", "evidenceIds": [ "omnifact:omnifact:models", "omnifact:omnifact:vertex", "omnifact:omnifact:gateway", "omnifact:omnifact:trust-rev2" ] }, { "id": "backups_logs_region", "question": "Where are backups, logs and telemetry?", "support": "unknown", "answer": "Unknown per-service backup/log geography for a particular contract. DPA Frankfurt/EU wording and the broader Azure DE/NL/SE/IE register do not map each backup stream. Cloudflare EU/US edge metadata/security logs are separate from platform document storage.", "evidenceIds": [] }, { "id": "support_access_region", "question": "From where can vendor staff access data?", "support": "partial", "answer": "Pricing names German and US service teams; DPA permits justified, time-limited production access. Staff physical access locations by task are not specified.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:dpa-rev2" ] }, { "id": "swiss_hosting", "question": "Is Swiss hosting available?", "support": "unknown", "answer": "Is Swiss hosting available? Unknown. No full Swiss platform/backup/support hosting option was established.", "evidenceIds": [] }, { "id": "residency_plan", "question": "Which plan or option provides residency?", "support": "partial", "answer": "Pro/Enterprise pricing offers EU cloud storage and EU model routes. This does not establish all-service EU residency. Enterprise Gateway requests require eu/ model IDs for EU backends; direct/global model routes and edge metadata have different geography.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:gateway", "omnifact:omnifact:providers-rev2", "omnifact:omnifact:trust-rev2" ] } ], "limitations": [ "The storage finding covers primary workspace content, not every model/edge/support processing path. No Germany-only or whole-service EU-only guarantee is made." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:models", "omnifact:omnifact:vertex", "omnifact:omnifact:gateway", "omnifact:omnifact:trust-rev2", "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:groups-rev2", "omnifact:omnifact:providers-rev2" ] } ] }, { "id": "DATA-02", "title": "Deployment options", "group": { "id": 6, "name": "Data protection and sovereignty" }, "judgment": "Record multi-tenant SaaS, dedicated single-tenant instance, deployment in the customer's cloud account, on-premise and air-gapped as separate options with plan and availability. Record which features are missing in each mode, who operates it, and the documented seat or contract threshold for each mode, which can differ from the enterprise plan threshold (e.g. dedicated SaaS from 2,000 seats, own cloud from 5,000). A local-network connector or gateway that reaches on-prem data from a vendor-hosted platform is KNOW-03, not on-premise deployment.", "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?" }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?" }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?" }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?" }, { "id": "air_gapped", "question": "Can it run without internet access?" }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:DATA-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North can run in customer cloud, on-prem or air-gapped; optional managed inference changes that boundary.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?", "support": "unknown", "answer": "Unknown for multi_tenant_saas. Private VPC/on-prem/air-gapped deployment is documented. Seat floors, full SaaS offers and every disconnected-mode feature exception were not established.", "evidenceIds": [] }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?", "support": "partial", "answer": "Customer-managed North instance supported; Model Vault inference is dedicated Cohere-managed. Minimum seat/capacity size unpriced.", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-vault" ] }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?", "support": "partial", "answer": "North Helm installs on customer Kubernetes/VPC; infrastructure/network/security operated by customer. No minimum seats retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-165", "cohere-north:cohere-north:n-private" ] }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?", "support": "partial", "answer": "Whole North app plus Compass/models documented for customer on-prem Kubernetes; component/GPU dependencies apply. No seat floor retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-146", "cohere-north:cohere-north:n-doc-168" ] }, { "id": "air_gapped", "question": "Can it run without internet access?", "support": "partial", "answer": "Vendor explicitly offers air-gapped on-prem deployment. External API/search/remote MCP unavailable without egress; registry/image supply needs mirroring. Contracted disconnected feature matrix not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-159" ] }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?", "support": "partial", "answer": "Remote MCP needs internet; external search/inference also need provider access. Local visual parsing/guardrails require extra models/GPU services. Full parity unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-14", "cohere-north:cohere-north:n-doc-193" ] } ], "limitations": [ "Remaining atomic gaps: multi_tenant_saas." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-vault", "cohere-north:cohere-north:n-doc-165", "cohere-north:cohere-north:n-doc-146", "cohere-north:cohere-north:n-doc-168", "cohere-north:cohere-north:n-doc-126", "cohere-north:cohere-north:n-doc-159", "cohere-north:cohere-north:n-doc-14", "cohere-north:cohere-north:n-doc-193" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Saa S, customer-cloud and on-premise are offered without published private-deployment minimums.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "self-managed" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise Saa S; Enterprise quoted private deployment", "addOns": [ "Deployment/infrastructure/operator costs quoted" ], "deploymentMode": null, "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "self-managed", "name": "Omnifact Enterprise customer-cloud/on-premise", "type": "self-hosted-server" } ] }, "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?", "support": "supported", "answer": "Cloud Saa S uses logical organization/client separation.", "evidenceIds": [ "omnifact:omnifact:terms", "omnifact:omnifact:dpa" ] }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?", "support": "partial", "answer": "Managed, own-cloud and on-premise are advertised; a distinct dedicated Saa S specification and seat threshold were not established.", "evidenceIds": [ "omnifact:omnifact:home" ] }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?", "support": "partial", "answer": "Own/private cloud is available on request; minimum seats/spend, operating roles and supported infrastructure are not public.", "evidenceIds": [ "omnifact:omnifact:home", "omnifact:omnifact:public-sector" ] }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?", "support": "partial", "answer": "Enterprise on-premise option includes municipal datacenters; numeric minimum and architecture requirements are unpublished.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:public-sector" ] }, { "id": "air_gapped", "question": "Can it run without internet access?", "support": "unknown", "answer": "Can it run without internet access? Unknown. Air-gapped operation and per-mode feature/egress parity were not established; a general self-hosting article is not a deployment specification.", "evidenceIds": [] }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?", "support": "unknown", "answer": "Which features are missing outside Saa S? Unknown. Air-gapped operation and per-mode feature/egress parity were not established; a general self-hosting article is not a deployment specification.", "evidenceIds": [] } ], "limitations": [ "dedicated_instance: Managed, own-cloud and on-premise are advertised; a distinct dedicated Saa S specification and seat threshold were not established.", "customer_cloud: Own/private cloud is available on request; minimum seats/spend, operating roles and supported infrastructure are not public.", "on_premise: Enterprise on-premise option includes municipal datacenters; numeric minimum and architecture requirements are unpublished.", "Unverified air_gapped, mode_feature_gaps: Air-gapped operation and per-mode feature/egress parity were not established; a general self-hosting article is not a deployment specification." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:terms", "omnifact:omnifact:dpa", "omnifact:omnifact:home", "omnifact:omnifact:public-sector", "omnifact:omnifact:pricing" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:DATA-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Private North and hosted model APIs have different data-use policies.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "partial", "answer": "Private deployment commitments say Cohere receives no prompts/outputs. Cohere Platform API separately permits opt-out training; do not apply that SaaS default to private North. Optional Vault processes inference.", "evidenceIds": [ "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-doc-217" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "partial", "answer": "Self-hosted inference does not call external provider. If operator configures third-party APIs, their customer contracts govern; no blanket no-training assurance retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-177", "cohere-north:cohere-north:n-commitments" ] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "partial", "answer": "Separate Cohere SaaS model Platform logs default30 days with legal/contract/abuse exceptions; private North retention configured locally. Other configured provider retention unverified.", "evidenceIds": [ "cohere-north:cohere-north:n-commitments" ] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "partial", "answer": "North↔Model Vault guide documents optional ZDR for inference; North app data remains stored locally. Platform ZDR approval applies separately; not zero chat persistence.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-217", "cohere-north:cohere-north:n-commitments" ] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "partial", "answer": "Private prompts do not reach Cohere by default. Platform security teams may review flagged logs; local admins/investigators can review under North compliance process. Third-party staff rules unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-doc-139" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-doc-217", "cohere-north:cohere-north:n-doc-177", "cohere-north:cohere-north:n-doc-139" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Managed-route documentation promises no model training. Applicable upstream retention, ZDR eligibility and human-review exceptions remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise managed chat routes; AI Gateway statements apply only to the Enterprise API module; actual upstream retention unverified", "addOns": [ "Enterprise AI Gateway enablement where explicitly named; BYOK under customer-provider agreement" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "supported", "answer": "Vendor says it never uses customer data to train its own models.", "evidenceIds": [ "omnifact:omnifact:privacy-intro" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "partial", "answer": "The vendor promises no underlying-provider training for the Enterprise AI Gateway. BYOK processing is under the customer-provider agreement; no managed-route promise is extended to arbitrary customer keys.", "evidenceIds": [ "omnifact:omnifact:gateway-web", "omnifact:omnifact:dpa-rev2" ] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "unknown", "answer": "Unknown applicable duration per enabled model/provider/project. The Trust register describes typical directOpenAI30-day retention and configuration-dependent Google logging, while EU-route pages advertise ZDR. These are not mapped to an actual customer route/contract, so no model-specific retention guarantee is asserted.", "evidenceIds": [] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "unknown", "answer": "Unknown verified ZDR eligibility and scope per Pro/Enterprise model route. Gateway payload handling and EU-route marketing do not establish the upstream provider agreement or every safety/logging exception. Workspace database storage is separate.", "evidenceIds": [] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "partial", "answer": "Provider processing summaries are request-only in Trust Center; human abuse-review exceptions by provider/model were not established.", "evidenceIds": [ "omnifact:omnifact:trust-rev2" ] } ], "limitations": [ "No universal provider ZDR finding is made. The advertised ZDR option is not treated as unsupported; its applicable terms remain a gap." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:privacy-intro", "omnifact:omnifact:gateway-web", "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:trust-rev2", "omnifact:omnifact:vertex" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:DATA-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Retention and deletion are operator-configured with separate conversation and user policies.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "default_retention", "question": "What is retained and for how long by default?", "support": "partial", "answer": "Automatic conversation age retention off by default; manually deleted conversations still hard-delete on hourly job with zero effective timeout. Backup/shared-resource retention differs.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-88", "cohere-north:cohere-north:n-doc-153" ] }, { "id": "admin_retention", "question": "Can admins set retention periods?", "support": "supported", "answer": "Alpha enabled defaults90 days from creation plus30-day soft-delete timeout; configurable1+days and0–365days. Retroactive changes and batch queues can affect timing.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-88" ] }, { "id": "user_deletion", "question": "Can users delete their chats and files permanently?", "support": "partial", "answer": "Users delete conversations; hourly hard cleanup removes messages/metadata with best-effort external resources. Account private-data cleanup follows beta grace policy; shared assets can persist.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-153", "cohere-north:cohere-north:n-doc-90" ] }, { "id": "contract_end_deletion", "question": "What is deleted at contract end, and when?", "support": "unknown", "answer": "Unknown for contract_end_deletion. Conversation/user deletion policies are documented. Commercial contract-end deletion and guaranteed backup purge deadlines were not retrieved.", "evidenceIds": [] } ], "limitations": [ "Conversation retention alpha; graceful account deletion beta. Commercial exit deadline unknown.", "Remaining atomic gaps: contract_end_deletion." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-88", "cohere-north:cohere-north:n-doc-153", "cohere-north:cohere-north:n-doc-90" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA contract-end return/approved-destruction duties are separate from support-request deletion and backup retention. A guaranteed runtime exit window remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise published DPA return/deletion obligations; actual runtime exit and account-deletion timing unverified", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "default_retention", "question": "What is retained and for how long by default?", "support": "partial", "answer": "DPA: database PITR30 days with daily snapshots/continuous WAL; weekly pg_dump fallback; blob soft-delete14 days. Universal default chat/file retention is unspecified.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] }, { "id": "admin_retention", "question": "Can admins set retention periods?", "support": "partial", "answer": "DPA permits organization administrators to set customer-data retention; UI range and per-object options are not published.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] }, { "id": "user_deletion", "question": "Can users delete their chats and files permanently?", "support": "partial", "answer": "The Space uploaded-file guide describes permanent deletion of a selected file. Registered-user/profile and whole-organization runtime deletion semantics are not established here; the user-list Delete operation applies to unaccepted invitations.", "evidenceIds": [ "omnifact:omnifact:uploads", "omnifact:omnifact:users" ] }, { "id": "contract_end_deletion", "question": "What is deleted at contract end, and when?", "support": "partial", "answer": "DPA9.2 requires return or controller-approved destruction no later than contract end, except legal retention;9.3 permits proof-of-processing documentation retention. The TOM separately describes support-request organization deletion within30days and backups aging out. No guaranteed post-termination self-service access window or tested runtime completion time is inferred.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] } ], "limitations": [ "The finding states separate contractual and documented operational procedures. It does not turn a support-request clock into an exit grace period." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:users", "omnifact:omnifact:uploads" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Published terms name Cohere Inc. and the Trust Center lists subprocessors; ultimate post-combination ownership and the complete contracted North inventory remain unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "Published Cohere terms and Trust Center as retrieved 2026-10-21; post-combination ownership excluded as unverified", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "partial", "answer": "Trust Center exposes subprocessors but no visible revision date; complete North-specific contracted inventory not verified.", "evidenceIds": [ "cohere-north:cohere-north:n-trust-20261026" ] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "partial", "answer": "Visible rows list Google Cloud, Fullstory, LaunchDarkly, New Relic, Retool, Sentry, Segment, Sendgrid and Vercel in USA. Scope mainly hosted services, not automatic private North content recipients.", "evidenceIds": [ "cohere-north:cohere-north:n-trust-20261026" ] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "unknown", "answer": "Unknown for change_notification. Public Trust Center lists subprocessors without a visible revision date. Full contracted North scope, change notices and post-combination legal structure remain unverified. Search on 2026-10-26: https://trustcenter.cohere.com/?format=html, https://cohere.com/terms-of-use, https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "partial", "answer": "The public terms name Cohere Inc. and Ontario/Toronto law. The September 16 Aleph Alpha business-combination agreement remains described as subject to final regulatory approvals in that announcement. Current October 15 AISLE copy calls Aleph Alpha a partnership, not a completed acquisition; no subsequent first-party closing notice was located. A post-combination parent/jurisdiction is not asserted.", "evidenceIds": [ "cohere-north:cohere-north:n-terms-20261026", "cohere-north:cohere-north:n-combination-20261026", "cohere-north:cohere-north:corporate-aisle-20261026" ] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "partial", "answer": "Trust Center says its multi-jurisdictional DPA incorporates2021 EU SCCs and describes a TIA. NDA-gated DPA and exact Swiss adaptations not inspected.", "evidenceIds": [ "cohere-north:cohere-north:n-trust-20261026" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "partial", "answer": "Trust FAQ describes prompt customer notice of government requests unless prohibited, within DPA commitments. Actual North contract/transparency statistics unverified.", "evidenceIds": [ "cohere-north:cohere-north:n-trust-20261026" ] } ], "limitations": [ "subprocessor_list: Trust Center exposes subprocessors but no visible revision date; complete North-specific contracted inventory not verified.", "subprocessor_countries: Visible rows list Google Cloud, Fullstory, LaunchDarkly, New Relic, Retool, Sentry, Segment, Sendgrid and Vercel in USA. Scope mainly hosted services, not automatic private North content recipients.", "change_notification: Unknown for change_notification. Public Trust Center lists subprocessors without a visible revision date. Full contracted North scope, change notices and post-combination legal structure remain unverified. Search on 2026-10-26: https://trustcenter.cohere.com/?format=html, https://cohere.com/terms-of-use, https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement. No additional scoped evidence established this answer.", "parent_jurisdiction: The public terms name Cohere Inc. and Ontario/Toronto law. The September 16 Aleph Alpha business-combination agreement remains described as subject to final regulatory approvals in that announcement. Current October 15 AISLE copy calls Aleph Alpha a partnership, not a completed acquisition; no subsequent first-party closing notice was located. A post-combination parent/jurisdiction is not asserted.", "transfer_mechanism: Trust Center says its multi-jurisdictional DPA incorporates2021 EU SCCs and describes a TIA. NDA-gated DPA and exact Swiss adaptations not inspected.", "government_access_policy: Trust FAQ describes prompt customer notice of government requests unless prohibited, within DPA commitments. Actual North contract/transparency statistics unverified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-trust-20261026", "cohere-north:cohere-north:n-terms-20261026", "cohere-north:cohere-north:n-combination-20261026", "cohere-north:cohere-north:corporate-aisle-20261026" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA defines processor-change notice and transfer safeguards; a complete current contract-specific supplier/entity/country register remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise standard hosted DPA; optional model-provider routes only under the applicable contract/instruction", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "unknown", "answer": "Unknown complete current plan-specific processor inventory. DPAAnnex4 and the live Trust register publish different sets; no source establishes a consolidated applicable list or the role of every listed provider for a given contract.", "evidenceIds": [] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "unknown", "answer": "Unknown complete country/legal-entity matrix for the scoped contract. Azure infrastructure and Cloudflare metadata have different roles, and optional model-provider routes depend on selection. The differing DPA/Trust entries are not combined into one asserted authoritative list.", "evidenceIds": [] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "supported", "answer": "DPA6.3 requires written/text notice at least 30 days before new/replaced subprocessor and objection opportunity before start.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "partial", "answer": "Omnifact Gmb H, Frankfurt, Germany, HRB131357. Ultimate parent/shareholding was not established.", "evidenceIds": [ "omnifact:omnifact:imprint" ] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "partial", "answer": "DPA1.4 permits nonEEA processing after prior information and safeguards under Articles44-49. Optional BYOK/provider routes depend on their applicable agreements. A specific current SCC/DPF basis for every Trust entry was not verified.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "partial", "answer": "DPA11.2 requires seizure/confiscation notice unless prohibited by court/authority; Terms15.3 require advance compelled-disclosure notice where legal. Separate request statistics were not verified.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:terms" ] } ], "limitations": [ "Neither public list is silently treated as complete. Ordinary notification/transfer contract terms remain distinct from a verified current processing inventory." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa-rev2", "omnifact:omnifact:trust-rev2", "omnifact:omnifact:imprint", "omnifact:omnifact:terms" ] } ] }, { "id": "DATA-06", "title": "Contracts and regulatory coverage", "group": { "id": 6, "name": "Data protection and sovereignty" }, "judgment": "Record DPA availability and form (click-through, negotiable), reference to Swiss revDSG and GDPR, governing law and court, EU AI Act documentation (provider or deployer role, transparency materials), and sector-specific materials (FINMA outsourcing, banking secrecy, public sector). No compliance verdict.", "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?" }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?" }, { "id": "governing_law", "question": "Which law and court govern the contract?" }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?" }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:DATA-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA and regulatory resources are listed, but North-specific contract terms remain unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "Trust Center says DPA available on request with NDA; Enterprise Data Commitments offers SaaS DPA but says private deployment receives no input processing. No contact/request made; North negotiated terms unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-trust", "cohere-north:cohere-north:n-commitments" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "partial", "answer": "Vendor says multi-jurisdictional DPA/GDPR compliance. Explicit revised Swiss DSG terms not retrieved from gated DPA.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "partial", "answer": "General 2022website/service terms choose Ontario/Canadian law and Toronto courts, subject to subscription agreement. Binding North commercial agreement not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-terms" ] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "partial", "answer": "Trust Center lists EU AI Act/GPAI Code of Practice FAQs. Contents and North deployment obligations not inspected.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "partial", "answer": "Trust FAQ says BAA only for approved custom model development and excludes Cohere-hosted SaaS/PHI. North-specific health/FINMA contract not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-trust", "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-terms" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public GDPR DPA is binding in German; Swiss and sector-specific contract coverage remains incomplete.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "Article28 DPA accepted at registration. German text prevails; English is a translation. Written amendments are possible but negotiability is not promised.", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:dpa-de" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "partial", "answer": "GDPR is explicit; revised Swiss DSG coverage/addendum and Swiss SCC modifications were not established.", "evidenceIds": [ "omnifact:omnifact:dpa" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "supported", "answer": "German law and Frankfurt exclusive jurisdiction under Terms18; German legal version prevails.", "evidenceIds": [ "omnifact:omnifact:terms" ] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "partial", "answer": "Public AI Act whitepaper and Academy literacy/certification training are advertised; these are not product conformity attestations.", "evidenceIds": [ "omnifact:omnifact:whitepapers", "omnifact:omnifact:pricing" ] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "partial", "answer": "Public-administration, banking and healthcare positioning/private hosting are advertised; actual FINMA/DORA/§203 contract pack was not verified.", "evidenceIds": [ "omnifact:omnifact:home", "omnifact:omnifact:public-sector" ] } ], "limitations": [ "dpa: Article28 DPA accepted at registration. German text prevails; English is a translation. Written amendments are possible but negotiability is not promised.", "revdsg_gdpr: GDPR is explicit; revised Swiss DSG coverage/addendum and Swiss SCC modifications were not established.", "ai_act_materials: Public AI Act whitepaper and Academy literacy/certification training are advertised; these are not product conformity attestations.", "sector_materials: Public-administration, banking and healthcare positioning/private hosting are advertised; actual FINMA/DORA/§203 contract pack was not verified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa", "omnifact:omnifact:dpa-de", "omnifact:omnifact:terms", "omnifact:omnifact:whitepapers", "omnifact:omnifact:pricing", "omnifact:omnifact:home", "omnifact:omnifact:public-sector" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:DATA-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Trust Center lists attestations; certificates and reports were not verified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "iso_27001", "question": "ISO 27001 with scope and validity?", "support": "partial", "answer": "ISO 27001 certificate listed behind request; issuer, scope and validity unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "id": "soc2", "question": "SOC 2 type, period and covered service?", "support": "partial", "answer": "SOC 2 Type II annual audit/report listed, request and signed mutual NDA needed; report period/scope not inspected.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "id": "c5", "question": "BSI C5 attestation?", "support": "unknown", "answer": "Unknown for c5. Trust Center lists certificates and reports behind requests. Issuer, scope, validity and independent report contents were not inspected.", "evidenceIds": [] }, { "id": "other_certifications", "question": "Which other certificates (27701, 42001, TISAX)?", "support": "partial", "answer": "ISO 42001 and UK Cyber Essentials for Cohere Inc./Cohere UK listed. Certificate validity/scope not inspected.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "id": "report_access", "question": "How can customers obtain reports?", "support": "supported", "answer": "Trust Center requests gate reports; SOC 2 requires signed mutual NDA, DPA also NDA-gated. No request made.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "id": "pentest", "question": "Are independent penetration test summaries available?", "support": "partial", "answer": "Latest API and web penetration test reports listed behind request; findings/scope/date not inspected.", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] } ], "limitations": [ "Remaining atomic gaps: c5." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-trust" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public ISO27001 certificate verifies platform/Spaces ISMS through 2029-04-06.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "iso_27001", "question": "ISO 27001 with scope and validity?", "support": "supported", "answer": "Prescient Security LLC certificate123228 issue1, ISO/IEC27001:2022, issued/certified 2026-04-07, valid until 2029-04-06 subject to surveillance. Covers ISMS supporting Platform/Spaces, data, Azure infrastructure, software, people and procedures; So A1.4 dated 2026-03-30. All in-scope activities conducted remotely.", "evidenceIds": [ "omnifact:omnifact:iso" ] }, { "id": "soc2", "question": "SOC 2 type, period and covered service?", "support": "unknown", "answer": "SOC 2 type, period and covered service? Unknown. No Omnifact-specific SOC2 type/period, C5, ISO27701/42001 or TISAX attestation was verified.", "evidenceIds": [] }, { "id": "c5", "question": "BSI C5 attestation?", "support": "unknown", "answer": "BSI C5 attestation? Unknown. No Omnifact-specific SOC2 type/period, C5, ISO27701/42001 or TISAX attestation was verified.", "evidenceIds": [] }, { "id": "other_certifications", "question": "Which other certificates (27701, 42001, TISAX)?", "support": "unknown", "answer": "Which other certificates (27701, 42001, TISAX)? Unknown. No Omnifact-specific SOC2 type/period, C5, ISO27701/42001 or TISAX attestation was verified.", "evidenceIds": [] }, { "id": "report_access", "question": "How can customers obtain reports?", "support": "supported", "answer": "ISO PDF is public and downloadable through Trust Center. Eight AI-provider processing summaries are request-only and were not requested.", "evidenceIds": [ "omnifact:omnifact:trust" ] }, { "id": "pentest", "question": "Are independent penetration test summaries available?", "support": "partial", "answer": "DPA states annual external pentests with remediation; actual report/period/summary was not verified.", "evidenceIds": [ "omnifact:omnifact:dpa" ] } ], "limitations": [ "pentest: DPA states annual external pentests with remediation; actual report/period/summary was not verified.", "Unverified soc2, c5, other_certifications: No Omnifact-specific SOC2 type/period, C5, ISO27701/42001 or TISAX attestation was verified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:iso", "omnifact:omnifact:trust", "omnifact:omnifact:dpa" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:DATA-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Customer keys can encrypt chat columns; workflows and other stores need separate controls.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "encryption_at_rest", "question": "Is data encrypted at rest?", "support": "partial", "answer": "Optional deployment-level AES256GCM envelope encryption covers sensitive PostgreSQL chat columns, excluding automations/workflows. Operator must secure object/index/backups and database volumes separately.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-154", "cohere-north:cohere-north:n-doc-146" ] }, { "id": "customer_managed_keys", "question": "Can the customer manage or hold the keys?", "support": "partial", "answer": "Operator supplies32-byte master key in Kubernetes Secret or chart generates it; wrapped DEKs stay in database, key rotation supported. Hardware-held external-KMS entitlement not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-154" ] }, { "id": "private_networking", "question": "Is private connectivity or IP restriction available?", "support": "partial", "answer": "Customer manages VPC, ingress/egress, TLS and Kubernetes network policies; private/on-prem operation documented. These are deployment tasks, not proof every installation enforces them.", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-doc-146", "cohere-north:cohere-north:n-doc-159" ] }, { "id": "tenant_isolation", "question": "How are customers separated in shared SaaS?", "support": "partial", "answer": "Each separately administered installation has own users/config/data; customer operates cluster/network isolation. Multi-tenant hosted North architecture not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:n-doc-146" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-154", "cohere-north:cohere-north:n-doc-146", "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-doc-159", "cohere-north:cohere-north:n-doc-158" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "AES256/TLS and logical tenant separation are documented; customer-held keys remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "encryption_at_rest", "question": "Is data encrypted at rest?", "support": "supported", "answer": "DPA requires AES256 at rest for Postgre SQL, Blob Storage and other persistent Azure services; HTTPS/TLS in transit.", "evidenceIds": [ "omnifact:omnifact:dpa" ] }, { "id": "customer_managed_keys", "question": "Can the customer manage or hold the keys?", "support": "unknown", "answer": "Can the customer manage or hold the keys? Unknown. No customer-managed/held encryption-key configuration was established; sovereignty discussion does not establish key-management functionality.", "evidenceIds": [] }, { "id": "private_networking", "question": "Is private connectivity or IP restriction available?", "support": "partial", "answer": "Vendor internal services use NSGs/Private Endpoints and NetBird JIT VPN for privileged production access; public app is Cloudflare-fronted. A customer private-link/IP-allowlist option was not established.", "evidenceIds": [ "omnifact:omnifact:dpa" ] }, { "id": "tenant_isolation", "question": "How are customers separated in shared SaaS?", "support": "supported", "answer": "Organization-scoped data/roles, separate production/development/test Azure environments, no customer data in tests. This is logical tenant separation.", "evidenceIds": [ "omnifact:omnifact:dpa" ] } ], "limitations": [ "private_networking: Vendor internal services use NSGs/Private Endpoints and NetBird JIT VPN for privileged production access; public app is Cloudflare-fronted. A customer private-link/IP-allowlist option was not established.", "Unverified customer_managed_keys: No customer-managed/held encryption-key configuration was established; sovereignty discussion does not establish key-management functionality." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:dpa" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north: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": [ "north-private", "north-web", "model-vault" ], "version": "North 2.0.1", "plan": "Customer-hosted North 2.0.1 under custom commercial contract; optional Model Vault/external models separately scoped", "addOns": [], "deploymentMode": null, "region": "No profession-specific DE/CH contractual scope verified; deployment/provider regions follow the other scoped claims.", "os": [], "surfaces": [ { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" }, { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "model-vault", "name": "Optional Cohere-managed Model Vault inference with customer-hosted North", "type": "api" } ] }, "questions": [ { "id": "secrecy_undertaking", "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?", "support": "unknown", "answer": "Unknown. Reviewed North security/encryption/compliance and private-deployment data flows, Trust Center and Enterprise Data Commitments, plus targeted first-party professional-secrecy searches. DPA is request/NDA-gated. No public North §203 StGB or Art.321 StGB undertaking or profession-specific add-on was retrieved; none requested. 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": "Private-deployment commitments say Cohere does not receive customer prompts/outputs; the local North app decrypts configured chat columns for use and authorised investigators can export conversations. Optional Model Vault processes inference despite ZDR, and external model endpoints follow their contracts. No complete staff/subprocessor plaintext matrix or secrecy undertaking was inspected.", "evidenceIds": [ "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-doc-154", "cohere-north:cohere-north:n-doc-139", "cohere-north:cohere-north:n-doc-217", "cohere-north:cohere-north:n-trust" ] }, { "id": "secrecy_documentation", "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?", "support": "unknown", "answer": "Unknown. Reviewed North security/encryption/compliance and private-deployment data flows, Trust Center and Enterprise Data Commitments, plus targeted first-party professional-secrecy searches. DPA is request/NDA-gated. No public North §203 StGB or Art.321 StGB undertaking or profession-specific add-on was retrieved; none requested. 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": [ "cohere-north:cohere-north:n-commitments", "cohere-north:cohere-north:n-doc-154", "cohere-north:cohere-north:n-doc-139", "cohere-north:cohere-north:n-doc-217", "cohere-north:cohere-north:n-trust" ] }, { "productId": "omnifact", "claimId": "omnifact:DATA-09", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "VEN-01", "title": "Pricing model and list prices", "group": { "id": 7, "name": "Commercials and vendor" }, "judgment": "Record pricing unit (per seat, per active user, usage-based, platform fee, hybrid), list prices per plan in original currency with date, included usage and credits, add-on prices (connectors, agents, image generation) and overage rates. Cite public prices or dated quotes. Per-seat versus usage is a fact, not a quality judgment.", "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?" }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?" }, { "id": "included_usage", "question": "What usage is included?" }, { "id": "add_ons", "question": "Which features cost extra?" }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?" } ], "products": [ { "productId": "cohere-north", "claimId": "cohere-north:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North uses capacity and installation licensing with custom prices.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "supported", "answer": "Compute Units cover model GPU capacity via hardware/model factors; Application Instances count separate administered North installations. Not documented as a universal per-seat tariff.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "partial", "answer": "North pricing page says custom enterprise pricing; numeric North licence rates not published in retrieved sources. Separate Model Vault/API rates are not North total.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "partial", "answer": "Licensed capacity depends on GPUs/model factors, application instances and contract; no public included-message allowance retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "partial", "answer": "Model Vault inference, external provider/search API contracts, extra parser/guardrail GPUs and deployment services may add cost; exact included entitlements/rates unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-193", "cohere-north:cohere-north:n-doc-14" ] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "unknown", "answer": "Unknown for overage. Compute units/application instances and custom pricing are documented. North rates, included usage, minimums and extras were not quoted or invented.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: overage." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-193", "cohere-north:cohere-north:n-doc-14" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Pro costs EUR25/user/month annually up to50users. Its binding credit currency/value and recharge tariff remain unknown; Enterprise Gateway costs are outside this offer.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro hosted workspace up to50users; Enterprise/API Gateway quote and markup excluded", "addOns": [ "Optional Academy separately quoted; Enterprise terms require separate offer" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "supported", "answer": "Pro uses named seats with monthly or annual billing and pooled premium-model credit; this finding covers the hosted Chat/Spaces subscription.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:billing" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "partial", "answer": "Checked2026-10-21: Pro EUR25/user/month billed annually, advertised16% discount versus monthly. Exact monthly rate was not verified. Pro up to50 users; Enterprise custom with unlimited team size. VAT excluded under terms.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:terms" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "partial", "answer": "Unknown applicable monetary allowance currency/value for the contract: pricing statesEUR5/user/month while Billing usesUSD5 examples. Pooling, monthly expiry and continued base-tier access subject to fair-use limits are documented, but no definitive currency-denominated allowance is asserted.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:billing" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "partial", "answer": "Academy training is separately quoted. Enterprise is a separate custom offer adding SSO/SCIM, BYOK/self-hosted models, analytics and custom deployment/SLA. No Enterprise Gateway markup is applied to Pro Chat/Spaces pricing.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2" ] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "partial", "answer": "The Pro billing guide directs admins to discuss additional credits; a public recharge tariff was not established. Base-tier chat remains available after included premium credit is used subject to usage limits. Enterprise Gateway billing/markup is outside this Pro finding.", "evidenceIds": [ "omnifact:omnifact:billing", "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:limits" ] } ], "limitations": [ "Pro Chat/Spaces pricing is not mixed with Enterprise Gateway billing. The conflicting credit examples remain a named allowance gap." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:billing", "omnifact:omnifact:terms", "omnifact:omnifact:limits", "omnifact:omnifact:users", "omnifact:omnifact:gateway", "omnifact:omnifact:developer" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared-scenario North totals remain unknown because the commercial rates and capacity sizing are not public.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: twelve months, excl VAT, no discounts, 330 messages/user/month. At 200 users, North licence/capacity, infrastructure, implementation and support are unknown in EUR/CHF. No total or nonzero floor can be calculated without North tariff and sizing. Separate Model Vault/API prices are not substitutes. FX basis: ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:fx-ecb" ] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: twelve months, excl VAT, no discounts, 330 messages/user/month. At 1,000 users, North licence/capacity, infrastructure, implementation and support are unknown in EUR/CHF. No total or nonzero floor can be calculated without North tariff and sizing. Separate Model Vault/API prices are not substitutes. FX basis: ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:fx-ecb" ] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21: twelve months, excl VAT, no discounts, 330 messages/user/month. At 5,000 users, North licence/capacity, infrastructure, implementation and support are unknown in EUR/CHF. No total or nonzero floor can be calculated without North tariff and sizing. Separate Model Vault/API prices are not substitutes. FX basis: ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:fx-ecb" ] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "partial", "answer": "Capacity, replicas and external model/search usage vary;330 messages/user does not determine GPUs, parallelism or tool calls. Vendor-recommended model cannot price unknown North commercial terms; variable currency share remains unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:n-pricing" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "partial", "answer": "North licence per CU/instance, minimum capacity, model translation factors for chosen current models, HA/GPU sizing, external usage, storage/network, support, rollout and taxes outside excl VAT basis. No quote/contact requested.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-158" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:fx-ecb" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Shared v1.4 costs remain unknown for200/1000/5000 users because all exceed the50-seat Pro cap.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "unknown", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown for 200 users:Pro caps50 users,so Enterprise licence,allowance and deployment/support quote are required. No quote requested; do not extrapolate EUR25 Pro rate. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:ecb-fx" ] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "unknown", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown for 1000 users:Pro caps50 users,so Enterprise licence,allowance and deployment/support quote are required. No quote requested; do not extrapolate EUR25 Pro rate. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:ecb-fx" ] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "unknown", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown for 5000 users:Pro caps50 users,so Enterprise licence,allowance and deployment/support quote are required. No quote requested; do not extrapolate EUR25 Pro rate. ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown. ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:ecb-fx" ] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "partial", "answer": "Enterprise base,pooled credit allowance,model/route rates,additional credits and Gateway markup are unknown. Quote base plus usage beyond included credit plus deployment/services; convert known EUR components at0.9237 CHF/EUR. No substitute vendor tariff/model assumed.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:gateway", "omnifact:omnifact:billing", "omnifact:omnifact:ecb-fx" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "supported", "answer": "Enterprise seat/volume rate,minimum spend,credit allowance,recharge tariff,model/route rates,Gateway markup percentage,private hosting and Academy service fees are unknown.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:gateway", "omnifact:omnifact:billing" ] } ], "limitations": [ "ALM-14 shared cost assumptions v1.4, 2026-10-21:12 months at public list prices, excluding VAT and invented discounts.60% light at100 messages/user/month,30% regular at400,10% power at1500;3000 input+600 output tokens/message including retrieval context,weighted330 messages and0.99M input/0.198M output per seat/month. Use this token mix only where usage is billed separately. Unknown quoted components remain unknown.", "ECB2026-10-20 EUR1=USD1.1215=CHF0.9237; USD1=EUR0.89166206. Retrieved2026-10-21." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:ecb-fx", "omnifact:omnifact:gateway", "omnifact:omnifact:billing" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public demo and model API trial do not verify a full North tenant trial.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "free_tier", "question": "Is there a free tier for business use?", "support": "partial", "answer": "Pricing page distinguishes free rate-limited model API trial from paid production; trial key prohibited for commercial/production use. A free North business tier not established.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing" ] }, { "id": "self_serve_trial", "question": "Is a self-serve business trial available?", "support": "partial", "answer": "North links instant demo/custom pricing; no self-serve North tenant with SSO/admin/connectors was provisioned or established.", "evidenceIds": [ "cohere-north:cohere-north:n-home", "cohere-north:cohere-north:n-pricing" ] }, { "id": "trial_scope", "question": "Do trials include SSO, connectors and admin features?", "support": "partial", "answer": "Free model API trial does not establish North SSO, connectors or administration. Full North evaluation scope unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing" ] }, { "id": "sales_gate", "question": "Does meaningful evaluation require sales contact?", "support": "partial", "answer": "North custom pricing and private rollout route through sales; whether an independent full tenant evaluation can start without contact remains unknown. No contact made.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-private" ] } ], "limitations": [ "The partial atomic answers state their documentation or verification limits." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-pricing", "cohere-north:cohere-north:n-home", "cohere-north:cohere-north:n-private" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Ten-day no-card Pro trial is self-serve; enterprise setup is gated.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "free_tier", "question": "Is there a free tier for business use?", "support": "partial", "answer": "Time-limited free trial; billing requires a paid subscription afterward. No permanent business free tier established.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:billing" ] }, { "id": "self_serve_trial", "question": "Is a self-serve business trial available?", "support": "supported", "answer": "Ten-day trial, no credit card, teams up to50 users via account signup.", "evidenceIds": [ "omnifact:omnifact:pricing" ] }, { "id": "trial_scope", "question": "Do trials include SSO, connectors and admin features?", "support": "partial", "answer": "Pro chat, Spaces, Privacy Filter and platform access advertised; terms call trial scope limited. Enterprise SSO/SCIM/BYOK/private deployment and support-enabled APIs are not established trial entitlements.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:terms", "omnifact:omnifact:developer" ] }, { "id": "sales_gate", "question": "Does meaningful evaluation require sales contact?", "support": "partial", "answer": "Base Pro trial is self-serve; Enterprise quotes, SSO and advanced API activation require vendor interaction. No vendor contact was made.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:users", "omnifact:omnifact:developer" ] } ], "limitations": [ "free_tier: Time-limited free trial; billing requires a paid subscription afterward. No permanent business free tier established.", "trial_scope: Pro chat, Spaces, Privacy Filter and platform access advertised; terms call trial scope limited. Enterprise SSO/SCIM/BYOK/private deployment and support-enabled APIs are not established trial entitlements.", "sales_gate: Base Pro trial is self-serve; Enterprise quotes, SSO and advanced API activation require vendor interaction. No vendor contact was made." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:billing", "omnifact:omnifact:terms", "omnifact:omnifact:developer", "omnifact:omnifact:users" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North contract minimums, term and local billing are unverified; pricing is quote-only.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "partial", "answer": "Each separately administered installation counts as an Application Instance; compute-unit licence metric exists, but numeric minimum/spend not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "unknown", "answer": "Unknown for contract_length. North custom enterprise contract was not public in retrieved sources; minimums, term, reduction and invoice currencies remain unknown.", "evidenceIds": [] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "unknown", "answer": "Unknown for cancellation. North custom enterprise contract was not public in retrieved sources; minimums, term, reduction and invoice currencies remain unknown.", "evidenceIds": [] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "unknown", "answer": "Unknown for local_invoicing. North custom enterprise contract was not public in retrieved sources; minimums, term, reduction and invoice currencies remain unknown.", "evidenceIds": [] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "supported", "answer": "Quote-only for North licence/deployment. Separate Model Vault instance rates and model API tariffs do not make North pricing transparent.", "evidenceIds": [ "cohere-north:cohere-north:n-pricing" ] } ], "limitations": [ "Remaining atomic gaps: contract_length, cancellation, local_invoicing." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:n-pricing" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Pro monthly/annual terms are public; Enterprise minimum and CHF invoicing are unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "partial", "answer": "Pro maximum 50 users, Enterprise no team-size cap; public Enterprise minimum seat/spend and private-deployment minimum not established.", "evidenceIds": [ "omnifact:omnifact:pricing" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "supported", "answer": "Monthly/annual terms; Enterprise flexible agreement. Annual renews yearly, monthly renews monthly.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:terms" ] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "supported", "answer": "Annual notice three months before term end; monthly cancel for following month; text/email accepted. Seat removal gives prorated credit on next invoice per billing doc.", "evidenceIds": [ "omnifact:omnifact:terms", "omnifact:omnifact:billing" ] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "partial", "answer": "Omnifact Gmb H Frankfurt invoices EUR public prices, supports invoice/SEPA and payment within 14 days. CHF billing not established.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:terms", "omnifact:omnifact:imprint" ] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "partial", "answer": "Partial: public Pro price/credits/team cap but Enterprise, deployment, additional credits and services quote-only; Gateway markup not quantified.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:gateway" ] } ], "limitations": [ "minimum_commitment: Pro maximum 50 users, Enterprise no team-size cap; public Enterprise minimum seat/spend and private-deployment minimum not established.", "local_invoicing: Omnifact Gmb H Frankfurt invoices EUR public prices, supports invoice/SEPA and payment within 14 days. CHF billing not established.", "transparency_class: Partial: public Pro price/credits/team cap but Enterprise, deployment, additional credits and services quote-only; Gateway markup not quantified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:terms", "omnifact:omnifact:billing", "omnifact:omnifact:imprint", "omnifact:omnifact:gateway" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "North is commercially licensed; component source rights and branding terms need contract review.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "licence_type", "question": "Which licence applies to each component?", "support": "partial", "answer": "Commercial CU/Application Instance licence documented; full North application/model/component licence texts not retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158" ] }, { "id": "branding_restrictions", "question": "Do licence terms restrict branding or user counts?", "support": "partial", "answer": "White-label settings configure product branding; entitlement, use restrictions and licence fee terms unverified. Separate installations count for licensing, with no public per-user cap retrieved.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-142", "cohere-north:cohere-north:n-doc-158" ] }, { "id": "enterprise_features_closed", "question": "Are enterprise features in a separate closed edition?", "support": "unknown", "answer": "Unknown for enterprise_features_closed. North is commercially licensed by capacity/installations. Full application/model component licences and branding rights were not publicly retrieved.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: enterprise_features_closed." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-158", "cohere-north:cohere-north:n-doc-142" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Platform is proprietary; four inspected public integration/client components have MIT licences.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api", "cli", "widget" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise hosted licence; separately MIT-licensed client/integration tools at pinned revisions; API enablement required", "addOns": [ "Customer-run CLI/widget tools; Published Spaces/API access and resource permissions as needed" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" }, { "id": "cli", "name": "Omnifact document/chat CLI and XWiki sync", "type": "cli" }, { "id": "widget", "name": "Omnifact example embeddable widget", "type": "browser-widget" } ] }, "questions": [ { "id": "licence_type", "question": "Which licence applies to each component?", "support": "supported", "answer": "Terms grant contract-term nontransferable/non-sublicensable software use; platform source excluded unless expressly agreed. CLI, widget, n8n nodes and XWiki sync carry MIT licences at pinned commits; these do not license the hosted platform.", "evidenceIds": [ "omnifact:omnifact:terms", "omnifact:omnifact:cli-licence-rev2", "omnifact:omnifact:widget-licence-rev2", "omnifact:omnifact:n8n-nodes-omnifact-licence-rev2", "omnifact:omnifact:xwiki-sync-licence-rev2" ] }, { "id": "branding_restrictions", "question": "Do licence terms restrict branding or user counts?", "support": "partial", "answer": "Platform use limited to agreed user count/own business personnel. Widget can theme colors/title under MIT notice obligations; MIT integrations do not impose seat limits. Platform branding-removal rules were not fully established.", "evidenceIds": [ "omnifact:omnifact:terms", "omnifact:omnifact:widget-rev2", "omnifact:omnifact:widget-licence-rev2" ] }, { "id": "enterprise_features_closed", "question": "Are enterprise features in a separate closed edition?", "support": "partial", "answer": "Enterprise is a commercial feature/deployment tier; no open-core platform edition was established. Source may be included by separate agreement under terms3.3.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:terms" ] } ], "limitations": [ "Client/integration capabilities are documented in pinned README/licence files, not implementation-inspected or tested; they do not license the hosted platform." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:terms", "omnifact:omnifact:cli-licence-rev2", "omnifact:omnifact:widget-licence-rev2", "omnifact:omnifact:n8n-nodes-omnifact-licence-rev2", "omnifact:omnifact:xwiki-sync-licence-rev2", "omnifact:omnifact:widget-rev2", "omnifact:omnifact:pricing-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "APIs and approved exports provide some portability; full tenant exit is unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "chat_export", "question": "Can admins export all chats?", "support": "partial", "answer": "Alpha compliance approves targeted user/agent conversations for24 hours and downloadsCSV. API lists/retrieves conversations; a single complete admin export and preservation hold not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-139", "cohere-north:cohere-north:n-north-api" ] }, { "id": "assistant_export", "question": "Can assistants and prompts be exported in a reusable format?", "support": "partial", "answer": "Automation definitions export reusableJSON graph/dependencies but omit credentials and schedules. Agent configurations have API access/version history; full portable agent export not established.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-29", "cohere-north:cohere-north:n-north-api" ] }, { "id": "knowledge_export", "question": "Can knowledge bases and their sources be exported?", "support": "partial", "answer": "File API retrieves content and library metadata APIs exist; complete all-index/source bulk export and permission preservation not established.", "evidenceIds": [ "cohere-north:cohere-north:n-api-upload", "cohere-north:cohere-north:n-api-libraries" ] }, { "id": "export_format", "question": "Are formats documented and machine-readable?", "support": "partial", "answer": "AutomationJSON, complianceCSV, original file API content and documentPDF/DOCX/HTML/TXT/MD are documented. These do not constitute complete tenant-state export.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-29", "cohere-north:cohere-north:n-doc-139", "cohere-north:cohere-north:n-doc-9" ] }, { "id": "post_termination_window", "question": "How long can data be retrieved after termination?", "support": "unknown", "answer": "Unknown for post_termination_window. Automation JSON, API files and approved compliance CSV are documented. Complete bulk tenant export, agent portability and post-exit recovery window remain unverified.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: post_termination_window." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-doc-139", "cohere-north:cohere-north:n-north-api", "cohere-north:cohere-north:n-doc-29", "cohere-north:cohere-north:n-api-upload", "cohere-north:cohere-north:n-api-libraries", "cohere-north:cohere-north:n-doc-9" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA promises data handover; documented APIs do not establish a complete workspace export.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "api", "cli", "widget" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro/Enterprise hosted licence; separately MIT-licensed client/integration tools at pinned revisions; API enablement required", "addOns": [ "Customer-run CLI/widget tools; Published Spaces/API access and resource permissions as needed" ], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" }, { "id": "api", "name": "Omnifact Published Spaces, Public API and Enterprise AI Gateway", "type": "api" }, { "id": "cli", "name": "Omnifact document/chat CLI and XWiki sync", "type": "cli" }, { "id": "widget", "name": "Omnifact example embeddable widget", "type": "browser-widget" } ] }, "questions": [ { "id": "chat_export", "question": "Can admins export all chats?", "support": "unknown", "answer": "Can admins export all chats? Unknown. No admin export-all-chats or reusable complete Space/agent/prompt export was established. No exit fixture was run.", "evidenceIds": [] }, { "id": "assistant_export", "question": "Can assistants and prompts be exported in a reusable format?", "support": "unknown", "answer": "Can assistants and prompts be exported in a reusable format? Unknown. No admin export-all-chats or reusable complete Space/agent/prompt export was established. No exit fixture was run.", "evidenceIds": [] }, { "id": "knowledge_export", "question": "Can knowledge bases and their sources be exported?", "support": "partial", "answer": "Documents API/CLI list metadata and manage Space files, while native generated files download. Full original-source, index and ACL export bundle was not established.", "evidenceIds": [ "omnifact:omnifact:api-docs", "omnifact:omnifact:cli-rev2", "omnifact:omnifact:documents" ] }, { "id": "export_format", "question": "Are formats documented and machine-readable?", "support": "partial", "answer": "Document metadata via JSON; native outputs DOCX/XLSX/PPTX and chart images. Widget stores only its own conversation in browser local Storage; this is not an admin export of platform chats.", "evidenceIds": [ "omnifact:omnifact:api-docs", "omnifact:omnifact:documents", "omnifact:omnifact:widget-rev2" ] }, { "id": "post_termination_window", "question": "How long can data be retrieved after termination?", "support": "partial", "answer": "DPA9.2 requires handover or approved destruction at completion/end; no guaranteed post-termination self-service download window specified. TOM gives30-day support organization deletion.", "evidenceIds": [ "omnifact:omnifact:dpa-rev2" ] } ], "limitations": [ "Client/integration capabilities are documented in pinned README/licence files, not implementation-inspected or tested; they do not license the hosted platform." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:api-docs", "omnifact:omnifact:cli-rev2", "omnifact:omnifact:documents", "omnifact:omnifact:widget-rev2", "omnifact:omnifact:dpa-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Support resources exist; North SLA, regional entity and support languages remain unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "partial", "answer": "Private deployments include access to solution architects, applied ML and customer success; public security/support resources exist. Contracted response times unknown.", "evidenceIds": [ "cohere-north:cohere-north:n-private" ] }, { "id": "support_languages", "question": "Is support available in German, French or Italian?", "support": "unknown", "answer": "Unknown for support_languages. Public support/status resources and deployment assistance exist; response languages, North SLA credits and contracted DACH entity were not established.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "partial", "answer": "September 16 agreement plans Berlin/Toronto headquarters and Heidelberg research subject to close. A North-contract Swiss/DACH delivery entity or completed combination was not verified.", "evidenceIds": [ "cohere-north:cohere-north:n-combination" ] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "unknown", "answer": "Unknown for uptime_sla. Public support/status resources and deployment assistance exist; response languages, North SLA credits and contracted DACH entity were not established.", "evidenceIds": [] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "partial", "answer": "Cohere has a public hosted API status page. Customer-hosted North availability is operator-managed; a North-wide hosted status/SLA not established.", "evidenceIds": [ "cohere-north:cohere-north:n-status", "cohere-north:cohere-north:n-doc-165" ] } ], "limitations": [ "Remaining atomic gaps: support_languages, uptime_sla." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-combination", "cohere-north:cohere-north:n-status", "cohere-north:cohere-north:n-doc-165" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Pro email support and Enterprise custom support are documented; a single applicable platform uptime SLA remains unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro published support terms; Enterprise support and negotiated SLA only under its contract", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "partial", "answer": "Pro pricing promises email within 24 hours; terms process M–F usually09–17 and answer within one working day. Enterprise dedicated support/account manager/custom SLA; timezone not specified in terms.", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:terms" ] }, { "id": "support_languages", "question": "Is support available in German, French or Italian?", "support": "unknown", "answer": "Is support available in German, French or Italian? Unknown. No verified public incident-history status page or contracted DE/FR/IT support-language matrix was located; status.omnifact.ai did not resolve.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "partial", "answer": "Omnifact Gmb H Frankfurt, Germany; pricing also mentions German and US service teams. No Swiss entity established.", "evidenceIds": [ "omnifact:omnifact:imprint", "omnifact:omnifact:pricing-rev2" ] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "unknown", "answer": "Unknown applicable end-to-end service guarantee. Terms7.3 specify99.5% annual pure-network availability while DPA TOM states99.9% system availability, and Enterprise offers a custom SLA. No order-form/service mapping or fixed credit schedule was retrieved, so no single platform SLA is asserted.", "evidenceIds": [] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "unknown", "answer": "Is there a public status page with history? Unknown. No verified public incident-history status page or contracted DE/FR/IT support-language matrix was located; status.omnifact.ai did not resolve.", "evidenceIds": [] } ], "limitations": [ "Network and system availability percentages are not interchangeable. Enterprise SLA terms require the actual contract." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing-rev2", "omnifact:omnifact:terms", "omnifact:omnifact:imprint", "omnifact:omnifact:dpa-rev2" ] } ] }, { "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": "cohere-north", "claimId": "cohere-north:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Deployment assistance and public user/builder guides are offered; included service scope is unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "north-web", "north-private" ], "version": "North platform2.0.1; exact docs feature state stated per atom", "plan": "North custom enterprise contract; current 2.0.1 release and per-feature states, entitlements unverified", "addOns": [], "deploymentMode": null, "region": "Customer-selected private deployment; cloud inference and provider region configured separately", "os": [], "surfaces": [ { "id": "north-web", "name": "North 2 web application and Admin console", "type": "web" }, { "id": "north-private", "name": "Customer-hosted North and Compass Kubernetes deployment", "type": "self-hosted" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "partial", "answer": "Vendor describes rollout support from architects, applied ML and customer success. Included hours/fees are not published.", "evidenceIds": [ "cohere-north:cohere-north:n-private" ] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "partial", "answer": "Public user/agent/workflow guides support self-learning. Live end-user training and language entitlement not established.", "evidenceIds": [ "cohere-north:cohere-north:n-guide", "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-16" ] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "supported", "answer": "Agent guide gives ticket deflection/sales/legal examples and internal agent catalogue permits sharing; document/Skills guides include task examples.", "evidenceIds": [ "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-21", "cohere-north:cohere-north:n-doc-12" ] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "unknown", "answer": "Unknown for adoption_programme. Vendor offers rollout assistance and guides; service language, included hours, adoption programme and costs were not retrieved.", "evidenceIds": [] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "unknown", "answer": "Unknown for service_cost. Vendor offers rollout assistance and guides; service language, included hours, adoption programme and costs were not retrieved.", "evidenceIds": [] } ], "limitations": [ "Remaining atomic gaps: adoption_programme, service_cost." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "cohere-north:cohere-north:n-private", "cohere-north:cohere-north:n-guide", "cohere-north:cohere-north:n-doc-18", "cohere-north:cohere-north:n-doc-16", "cohere-north:cohere-north:n-doc-21", "cohere-north:cohere-north:n-doc-12" ] }, { "productId": "omnifact", "claimId": "omnifact:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Pro has learning material/webinar; Enterprise workshops and Academy are tailored.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Pro Saa S up to50 users; Enterprise/BYOK/API options named per finding; unspecified entitlement where documentation does not map it", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Omnifact Azure Germany West Central/Frankfurt storage; model-specific EU/direct routes, not a universal processing residency promise", "os": [], "surfaces": [ { "id": "web", "name": "Omnifact hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "supported", "answer": "Pro onboarding documentation/e-learning and webinar; Enterprise custom onboarding/use-case workshops and account manager.", "evidenceIds": [ "omnifact:omnifact:pricing" ] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "partial", "answer": "Academy offers foundational/advanced courses, individual training and certificate options supporting AI literacy; complete delivery-language/volume entitlement not published.", "evidenceIds": [ "omnifact:omnifact:pricing" ] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "supported", "answer": "Space Starter templates include content creation, knowledge queries, professional development; release notes add meeting-minutes/mail-triage/helpdesk template previews.", "evidenceIds": [ "omnifact:omnifact:create", "omnifact:omnifact:changes" ] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "partial", "answer": "Enterprise rollout/admin enablement/use-case workshops and Academy strategy/governance workshops advertised; a formal champion programme was not established.", "evidenceIds": [ "omnifact:omnifact:home", "omnifact:omnifact:pricing" ] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "partial", "answer": "Academy/additional training separately quoted; terms3.6 generally make installations, instruction/training chargeable under separate agreement.", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:terms" ] } ], "limitations": [ "user_training: Academy offers foundational/advanced courses, individual training and certificate options supporting AI literacy; complete delivery-language/volume entitlement not published.", "adoption_programme: Enterprise rollout/admin enablement/use-case workshops and Academy strategy/governance workshops advertised; a formal champion programme was not established.", "service_cost: Academy/additional training separately quoted; terms3.6 generally make installations, instruction/training chargeable under separate agreement." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "omnifact:omnifact:pricing", "omnifact:omnifact:create", "omnifact:omnifact:changes", "omnifact:omnifact:home", "omnifact:omnifact:terms" ] } ] } ], "sources": [ { "id": "cohere-north:cohere-north:n-doc-177-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers?format=html", "title": "Headless model providers", "locator": "Provider types, endpoint and credentials; public representation of https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 813d19abcb01a5b84e23e8615ef38b9e94cd57097f91ae7e44a139e6b62c4cbb on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Operators register Cohere, vLLM, Azure, Bedrock, SageMaker, OpenAI and Anthropic endpoints with customer secrets." }, { "id": "cohere-north:cohere-north:n-doc-32-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/north-large-01-2026?format=html", "title": "North Large 01-2026", "locator": "Model card and limitations; public representation of https://private.docs.cohere.com/north/docs/north-large-01-2026.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 46ad467b680bd511cfc5f0d3168f40dd32b61be945b039d7cf029b3527b5ece7 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "North partnership model accepts text/images with256K input/32K output and48 languages; citation gaps acknowledged." }, { "id": "cohere-north:cohere-north:n-doc-134-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/models?format=html", "title": "Models and providers", "locator": "Beta UI, alpha RBAC, aliases and fallback; public representation of https://private.docs.cohere.com/north/docs/admin/models.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 3ddb8818e63c7322d79680498f711ab0dd1a15dd87f1315c3065bed5171538dd on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Custom endpoints/providers, group access and defaults; grants additive and alias may silently fall back to provider default." }, { "id": "cohere-north:cohere-north:n-doc-1-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-chat?format=html", "title": "Chat", "locator": "Model picker, UI languages, image input and dictation; public representation of https://private.docs.cohere.com/north/docs/get-started/north-chat.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2a609c8b8dc88bce89ad912f7d8c43ee63449c23a0bac0e5fcb5954bf55e0964 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Chat model choice, source-linked responses, eight UI languages and configurable voice/image input are documented." }, { "id": "cohere-north:cohere-north:n-doc-14-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality?format=html", "title": "North multimodal features", "locator": "Cohere-only image input and visual parser; public representation of https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 c4763a8ec53fc0d63b4393939e71c9df423160564cdbc748004dcd7af256faba on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Vision/OCR requires configured models/parser; third-party image input planned, document visual pages limited500." }, { "id": "cohere-north:cohere-north:n-doc-97-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_voice_settings?format=html", "title": "Voice settings", "locator": "Alpha dictation and beta mobile recording; public representation of https://private.docs.cohere.com/north/docs/admin/configuring_voice_settings.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 26565385151f6fa21890665138a7d900c61ea1cbff3bb96f46e67955e5ac54a1 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Dictation and long-form mobile recording are separately off by default and require configured transcription service." }, { "id": "cohere-north:cohere-north:n-doc-12-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/skills?format=html", "title": "Skills", "locator": "Beta skills and Office file packages; public representation of https://private.docs.cohere.com/north/docs/get-started/skills.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9167ea7e86e91dabe44c8cbcc8e0f3b3baa5b44badaf1d393bb4ae67e41fdb0d on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Built-in/custom skills create/edit DOCX/PPTX/XLSX/CSV using code sandbox and supported models." }, { "id": "cohere-north:cohere-north:north-release-html-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/changelog", "title": "North release notes, public HTML", "locator": "October 16 North 2.0.0 and October 20 2.0.1; Models, Libraries, Google Drive, Skills, Sandbox and Admin; HTTP 200, body SHA256 be38218043c7eb99d836db5d02f86ce71b5af7c2c267327410f58f81936ed720", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-26", "finding": "North 2 documents model aliases, beta Library sharing/Skills and sandbox, alpha controls, version-scoped legacy removals and the October 20 storage patch. 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The page is not used to establish an eligible Gateway markup or reconcile conflicting credit examples." }, { "id": "omnifact:omnifact:providers-rev2", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/providers", "title": "Providers - Omnifact", "locator": "Supported Providers and Enterprise-only Bring Your Own Key", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Customer keys, custom OpenAI-compatible endpoints and self-hosted model connections require Enterprise BYOK; managed model access is separate." }, { "id": "omnifact:omnifact:groups-rev2", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/groups", "title": "Group Management - Omnifact", "locator": "Execute code (Experimental), tool controls and security note", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The Python/code execution tool is explicitly Experimental, has internet access and bypasses the Privacy Filter for sandbox inputs." }, { "id": "omnifact:omnifact:dpa-rev2", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/dpa", "title": "Data Processing Agreement – Omnifact", "locator": "Sections6.3,9.2/9.3; Annex3 deletion and backups; Annex4 subprocessor terms", "sourceDate": "2026-04-21", "retrievedAt": "2026-10-21", "finding": "DPA states return/approved destruction at contract end, distinct support-request deletion within30days, backup schedules and30-day subprocessor-change notice. This does not resolve runtime/plan-specific implementation or a complete current supplier mapping." }, { "id": "cohere-north:cohere-north:n-north-changelog", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/changelog.md", "title": "North release notes", "locator": "October 20 v2.0.1 andOctober 16 v2.0.0; migrations", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "Dated releases document new models, beta/alpha capabilities and removal/deprecation of legacy connectors and APIs." }, { "id": "cohere-north:cohere-north:n-doc-168", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/install/models.md", "title": "Deploy models chart", "locator": "In-cluster generative/Compass components and pinned artifacts", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Customer GPU model chart supports local chat/embed/rerank; serving containers version independently." }, { "id": "omnifact:omnifact:changes", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/release-notes", "title": "Release Notes – Omnifact", "locator": "October–May2026 and earlier entries", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "Dated release notes through October 20 add models, agents, code, MCP, groups and 2FA." }, { "id": "omnifact:omnifact:blog", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/blog", "title": "Blog – Omnifact", "locator": "Current dated feature drops", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Feature announcements include Gemini4Argon October 13 and integrations October 6." }, { "id": "cohere-north:cohere-north:n-doc-135-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic?format=html", "title": "Bedrock Anthropic setup", "locator": "Customer AWS prerequisites and roles; public representation of https://private.docs.cohere.com/north/docs/admin/bedrock-anthropic.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 185176cbe038586b463babfc0584a55cd212cf96f554cf6eadaf1238e4105617 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Own AWS account/region and authorized Claude models support chat, agents and automations." }, { "id": "cohere-north:cohere-north:n-doc-218-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/microsoft-foundry-with-north.md", "title": "Microsoft Foundry with North", "locator": "Customer Azure inference and feature gaps; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 e717dddf6149bafdb68a613b1268d366565e212be0e292d989d1c2a8d960f35e on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Customer Azure billing supports chat/embed/rerank/Parse5; sparse and North Large unavailable there, mixed hosting required." }, { "id": "omnifact:omnifact:terms", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/terms", "title": "Terms of Service – Omnifact", "locator": "Sections3/6–8/10–11/14–18", "sourceDate": "2024-08-01", "retrievedAt": "2026-10-21", "finding": "Terms define proprietary rights,99.5% annual network availability, support and cancellation." }, { "id": "omnifact:omnifact:providers", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/providers", "title": "Providers - Omnifact", "locator": "Supported Providers, BYOK and connection management", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Enterprise BYOK supports direct providers, Azure/Vertex and custom OpenAI-compatible endpoints." }, { "id": "omnifact:omnifact:model-settings", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/models", "title": "Model Management - Omnifact", "locator": "Availability, Image Models and Model Providers", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Model enablement applies to chat, Published Spaces and Gateway; image defaults and tiers are configurable." }, { "id": "cohere-north:cohere-north:n-doc-177", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/advanced/headless-configuration/model-providers.md", "title": "Headless model providers", "locator": "Provider types, endpoint and credentials", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Operators register Cohere, vLLM, Azure, Bedrock, SageMaker, OpenAI and Anthropic endpoints with customer secrets." }, { "id": "cohere-north:cohere-north:n-doc-14", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/north-multimodality.md", "title": "North multimodal features", "locator": "Cohere-only image input and visual parser", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Vision/OCR requires configured models/parser; third-party image input planned, document visual pages limited500." }, { "id": "cohere-north:cohere-north:n-doc-218", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/microsoft-foundry-with-north.md", "title": "Microsoft Foundry with North", "locator": "Customer Azure inference and feature gaps", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Customer Azure billing supports chat/embed/rerank/Parse5; sparse and North Large unavailable there, mixed hosting required." }, { "id": "cohere-north:cohere-north:n-doc-126", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/tools-mcp-servers.md", "title": "MCP server administration", "locator": "Registration, custom headers, permissions and remote limits", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Customer/remote MCP support scoped OAuth/tokens/static headers; remote registration needs internet and dynamic registration." }, { "id": "omnifact:omnifact:pricing", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/pricing", "title": "Pricing Plans – Omnifact", "locator": "Pro, Enterprise, comparison and footnote1", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Pro annual EUR25 includes pooled EUR5 monthly AI credits per seat up to50 users; Enterprise and Academy are quoted." }, { "id": "cohere-north:cohere-north:n-doc-18-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents?format=html", "title": "Creating custom agents", "locator": "Instructions, versioning, sharing and model permission model; public representation of https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 6ae6b9abfe4e5de1679146a003d858f773f48d669e0c579e530654feba66aba9 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Agents combine instructions/models/tools/libraries; shared agents inherit owner model access." }, { "id": "cohere-north:cohere-north:n-doc-137-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/flow-control?format=html", "title": "Flow control", "locator": "Alpha model rate-limit proxy; public representation of https://private.docs.cohere.com/north/docs/admin/flow-control.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 b0aabd0e2334636f4ff1d4bea234db5f41b155a385923fbce27a1face1df2312 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "User/group/model/source/provider rules enforce request/input/output token limits only after Helm services deployed; fail-open option and unlimited default." }, { "id": "omnifact:omnifact:dpa", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/dpa", "title": "Data Processing Agreement – Omnifact", "locator": "Sections1/6/9/11, Annex1, TOMs2.1–2.10 and Annex4", "sourceDate": "2026-04-21", "retrievedAt": "2026-10-21", "finding": "DPA includes Frankfurt infrastructure/TOMs, retention, audit requirements and approved subprocessors." }, { "id": "omnifact:omnifact:groups", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/groups", "title": "Group Management - Omnifact", "locator": "Group types, SCIM, permissions and sharing", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Additive groups govern capabilities, model tiers, US routes and filter exemptions; Enterprise SCIM mirrors groups." }, { "id": "omnifact:omnifact:gateway", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/ai-gateway", "title": "AI Gateway - Omnifact", "locator": "Prerequisites, EU routes, constraints, billing and errors", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Enterprise opt-in OpenAI-compatible gateway uses eu/ routing and hard credit enforcement; V1 lacks tools/structured output." }, { "id": "omnifact:omnifact:published", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/published-spaces", "title": "Published Spaces - Omnifact", "locator": "Activation, model management and security", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Support-enabled Published Space APIs disable the Privacy Filter and use secret endpoint URLs." }, { "id": "omnifact:omnifact:chat", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/chats/introduction", "title": "Introduction to Chats - Omnifact", "locator": "Features, quotas and message limits", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Chat retains conversations and supports document output, sources and daily message quotas." }, { "id": "omnifact:omnifact:limits", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/guides/troubleshooting/usage-and-credits", "title": "AI Credits and Usage Limits - Omnifact", "locator": "Credit exhaustion and fallback models", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Exhausted monthly credits fall back in chat; Gateway blocks all calls without base fallback." }, { "id": "cohere-north:cohere-north:n-doc-73-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/supported-files?format=html", "title": "Supported files", "locator": "Formats and100 MB/500 MB limit wording; public representation of https://private.docs.cohere.com/north/docs/get-started/supported-files.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9bc5a3f6698e34d553cd9b9efd32964736dbe6989a31fc138e6eaec28fe9e680 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Documents text/Office/tabular/image/audio formats and configurable processing; My files limit differs from its dedicated guide." }, { "id": "cohere-north:cohere-north:n-doc-66-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home?format=html", "title": "My files", "locator": "Upload limit, OCR and Smart Search; public representation of https://private.docs.cohere.com/north/docs/get-started/tools/my-files/home.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 d6f571cfecc507841ce963c91571a3822f44b24d28d0192f21498d4abdcc1c30 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Guide states50 MB/file and configured totals; image-only PDFs require parser setup and images are not indexed for general Smart Search." }, { "id": "cohere-north:cohere-north:n-doc-100-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/multimodality?format=html", "title": "Multimodality configuration", "locator": "Alpha parser/model/feature prerequisites; public representation of https://private.docs.cohere.com/north/docs/admin/multimodality.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2e036dc55b465b41bcff9b28bb0fc83bb5ff07d7750137f983ef0461fc1ef593 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Image input currently limited to Cohere vision models; smart parser and infrastructure are separately required." }, { "id": "omnifact:omnifact:documents", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/chats/document-creation", "title": "Document Creation - Omnifact", "locator": "Document types, editing, formulas and sandbox", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Isolated Python code creates XLSX/DOCX/PPTX/charts with internet egress and group controls." }, { "id": "omnifact:omnifact:uploads", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/spaces/managing-uploaded-files", "title": "Managing Uploaded Files - Omnifact", "locator": "Processing, deletion and FAQ", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Space file pipeline uses Tika OCR, chunking, embeddings and summaries; documents can be deleted permanently." }, { "id": "omnifact:omnifact:retrieval", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/spaces/uploaded-files-retrieval", "title": "Uploaded Files Retrieval - Omnifact", "locator": "Retrieval and source behavior", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents retrieve source passages under Space membership and show citations/progress; strict no-answer grounding is instructed." }, { "id": "cohere-north:cohere-north:n-doc-42-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/libraries?format=html", "title": "Libraries", "locator": "Beta persistence, source/sharing and binding; public representation of https://private.docs.cohere.com/north/docs/get-started/tools/libraries.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 dbe8dc45b308026365048a6e52ee685ac8fedfe257517c688f624e9e2ebf4374 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Libraries bind to agents/chats/nodes; source libraries and uploads have different sharing/access rules." }, { "id": "cohere-north:cohere-north:n-doc-11-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/projects?format=html", "title": "Projects", "locator": "Alpha workspace and storage; public representation of https://private.docs.cohere.com/north/docs/get-started/projects.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f7d3bab16beb3744f5def211a909d7acebcb6a00cd68b747a826b2d608fd0a0e on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Private indexed project files are isolated to the project; default per-user aggregate storage2 GiB." }, { "id": "cohere-north:cohere-north:n-doc-133-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/libraries.md", "title": "Admin library directory", "locator": "Beta user/group access; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f4248f5cd4bf98f610b6f39c57494e2834de07e117db292498eca4707a592b8f on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Admins manage library access without seeing contents; groups and company access supported, email libraries private." }, { "id": "omnifact:omnifact:billing", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/billing", "title": "Billing & Usage - Omnifact", "locator": "Seat Management, Monthly Usage Credit and Plan Management", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Billing describes proration, pooled credit and plan changes but uses USD5 examples and5000-page Pro quota." }, { "id": "omnifact:omnifact:spaces", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/spaces/introduction", "title": "What are Spaces? - Omnifact", "locator": "Concepts, benefits and examples", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Spaces persist instructions/knowledge and conversations with shared member access." }, { "id": "omnifact:omnifact:share", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/spaces/sharing-spaces", "title": "Sharing Spaces with Colleagues - Omnifact", "locator": "Roles, group sharing and removal", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Organization users/groups share Spaces; group access is view-only and removal is immediate." }, { "id": "omnifact:omnifact:sync", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/spaces/connected-sources", "title": "Connected Sources - Omnifact", "locator": "Setup, privacy and FAQ", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Connected sources index selected Drive/OneDrive/SharePoint folders every five minutes and remove deleted content next cycle." }, { "id": "cohere-north:cohere-north:n-doc-151-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/data-syncing?format=html", "title": "Data syncing", "locator": "Atlas copies versus live Gmail/Google Drive Full Access; public representation of https://private.docs.cohere.com/north/docs/security/data-syncing.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 9098552e0be35967acf545ee4d3c6487281481833795c49d487dfe417382184e on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Atlas periodic indexing differs from live APIs; generic freshness minutes to hours." }, { "id": "cohere-north:cohere-north:n-doc-126-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/tools-mcp-servers.md", "title": "MCP server administration", "locator": "Registration, custom headers, permissions and remote limits; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8b401a0257b45f4b284dd89368b795118eb74b1a2b0d193d56a9b1687e804ea9 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Customer/remote MCP support scoped OAuth/tokens/static headers; remote registration needs internet and dynamic registration." }, { "id": "cohere-north:cohere-north:n-doc-53-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/microsoft-connectors/sharepoint-server-connector-setup?format=html", "title": "SharePoint Server connector setup", "locator": "On-prem SharePoint Server prerequisites; public representation of https://private.docs.cohere.com/north/docs/get-started/tools/microsoft-connectors/sharepoint-server-connector-setup.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 10f8e3e90ba4fcf31095515a6fe687de0e080d90e1d72e9d0257a555486a2475 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Documents customer-network SharePoint Server integration with deployment/auth prerequisites." }, { "id": "cohere-north:cohere-north:n-doc-152-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/data-sharing?format=html", "title": "Data sharing", "locator": "Agent/library scope, runtime checks and private email; public representation of https://private.docs.cohere.com/north/docs/security/data-sharing.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 b001f4de791c2eadc7d050e3863bbd26d4476540f6516d632b1b420bf025ccbd on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Atlas/source permission checks fail closed for retrieval; old email storage descriptions conflict with live Gmail guide." }, { "id": "cohere-north:cohere-north:north2-launch-20261026", "productId": "cohere-north", "kind": "vendor-claimed", "url": "https://cohere.com/blog/introducing-north-2", "title": "North 2 product launch", "locator": "Core feature and connector lists; model and governance sections", "sourceDate": "2026-10-05", "retrievedAt": "2026-10-26", "finding": "The first-party announcement names shared Libraries, Skills, applications, third-party models, user/group governance and built-in enterprise connector families; planned financial connectors are distinguished from current release-specific alpha documentation." }, { "id": "omnifact:omnifact:integrations", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/integrations", "title": "Integrations - Omnifact", "locator": "Catalog, integration types and privacy", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Curated first-party MCP and document connectors use separate live-versus-indexed access patterns." }, { "id": "omnifact:omnifact:directory", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/integrations/catalog", "title": "Integrations: Connect the Tools Your Team Uses – Omnifact", "locator": "Integration cards and custom MCP", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Current catalogue names cloud storage, Google, Atlassian, CRM, design, communications and developer systems." }, { "id": "omnifact:omnifact:xwiki-sync-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/omnifact-xwiki-sync/blob/599db2ec0c7f28ddb2a22c4a09a9242e5781316b/README.md", "title": "omnifact-xwiki-sync pinned README", "locator": "Pinned README.md documentation at commit 599db2ec0c7f28ddb2a22c4a09a9242e5781316b; 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This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:mcp-rev2", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/mcp-servers", "title": "MCP Servers - Omnifact", "locator": "Per-tool policies, authentication and later tool refresh; initial discovery defaults excluded", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Tools have Always/Approval/Disable policies; Approval shows the request payload. Documentation conflicts on initial discovery defaults, which remain unknown." }, { "id": "cohere-north:cohere-north:n-doc-64", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/atlas-sharepoint/atlas-sharepoint-implementation.md", "title": "SharePoint implementation", "locator": "Compass indexing,10-minute sync and source search dependency", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Selected content is indexed;10-minute sync detects updates/deletes, after source-side indexing permits discovery." }, { "id": "cohere-north:cohere-north:n-doc-42", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/libraries.md", "title": "Libraries", "locator": "Beta persistence, source/sharing and binding", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Libraries bind to agents/chats/nodes; source libraries and uploads have different sharing/access rules." }, { "id": "cohere-north:cohere-north:n-doc-151", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/data-syncing.md", "title": "Data syncing", "locator": "Atlas copies versus live Gmail/Google Drive Full Access", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Atlas periodic indexing differs from live APIs; generic freshness minutes to hours." }, { "id": "cohere-north:cohere-north:n-doc-152", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/data-sharing.md", "title": "Data sharing", "locator": "Agent/library scope, runtime checks and private email", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Atlas/source permission checks fail closed for retrieval; old email storage descriptions conflict with live Gmail guide." }, { "id": "cohere-north:cohere-north:n-doc-4", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/sharing-collaborating-chat.md", "title": "Sharing and collaborating with chat", "locator": "Snapshot contents and debug visibility", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Shared snapshots expose full messages, citations, thinking trace and sandbox files to signed-in recipients." }, { "id": "cohere-north:cohere-north:n-doc-149", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/tool-authorization.md", "title": "Tool authorization", "locator": "OAuth/source permission checks", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Per-user access and runtime source checks documented; revocation immediacy not independently measured." }, { "id": "cohere-north:cohere-north:n-doc-111", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/identity/sso/user-provisioning.md", "title": "JIT provisioning", "locator": "First login and refreshed groups", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "First successful login creates users; groups refresh at authentication/session renewal; admin deprovisioning APIs documented." }, { "id": "omnifact:omnifact:mcp", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/mcp-servers", "title": "MCP Servers - Omnifact", "locator": "Setup, policies, OAuth, approvals and privacy boundaries", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Remote MCP has personal OAuth/shared static credentials, per-tool Always/Approval/Disable policies and private-network restrictions." }, { "id": "cohere-north:cohere-north:n-doc-33", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools-overview.md", "title": "North tools overview", "locator": "Per-tool state and categories", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Names first-party sources and states, including Jira/Slack MCP beta, Atlas SharePointGA and Gmail alpha." }, { "id": "cohere-north:cohere-north:n-doc-165-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/deployment-model.md", "title": "Deployment model", "locator": "Helm and production GitOps; 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default per-user aggregate storage2 GiB." }, { "id": "cohere-north:cohere-north:n-doc-18", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/agents/creating-custom-agents.md", "title": "Creating custom agents", "locator": "Instructions, versioning, sharing and model permission model", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Agents combine instructions/models/tools/libraries; shared agents inherit owner model access." }, { "id": "cohere-north:cohere-north:n-doc-86", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_preamble_prompt_settings.md", "title": "Preamble and prompt settings", "locator": "Company instructions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Optional organisation instructions apply across models alongside platform/agent preambles." }, { "id": "cohere-north:cohere-north:n-doc-8", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/memory.md", "title": "Memory", "locator": "Alpha personal/archival memory", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Personal memories can be edited or deleted; agent archival memory cannot be viewed or edited." }, { "id": "cohere-north:cohere-north:n-doc-96", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_memory_settings.md", "title": "Memory settings", "locator": "Alpha admin controls", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Instance toggles jointly control core/archival/conversation memory and extraction timing." }, { "id": "omnifact:omnifact:account", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/account-settings/user-profile-and-personalization", "title": "Account Settings - Omnifact", "locator": "Language Preferences and Personalization", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "English/German UI and persistent personal context/instructions are documented; personalization is unfiltered." }, { "id": "cohere-north:cohere-north:n-doc-12", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/skills.md", "title": "Skills", "locator": "Beta skills and Office file packages", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Built-in/custom skills create/edit DOCX/PPTX/XLSX/CSV using code sandbox and supported models." }, { "id": "cohere-north:cohere-north:n-doc-114", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/permissions.md", "title": "Roles and permissions", "locator": "System/custom roles and grants", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Roles/groups delegate permissions; some direct grants cannot be packaged into roles; individual role assignment can expire." }, { "id": "cohere-north:cohere-north:n-doc-21", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/agents/agent-library.md", "title": "Browsing agents", "locator": "Agent catalogue and duplication", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Internal starred/personal/shared/company agent directory supports search and duplication." }, { "id": "omnifact:omnifact:users", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/users", "title": "User Management - Omnifact", "locator": "Roles, statuses, lifecycle and SSO/SCIM", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "User roles and Enterprise SSO/SCIM automate lifecycle while locking manual changes." }, { "id": "omnifact:omnifact:create", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/spaces/creating-spaces", "title": "Creating New Spaces - Omnifact", "locator": "Space Starters and configuration", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Users create custom Space agents with instructions and starter examples." }, { "id": "cohere-north:cohere-north:n-doc-34", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/code-sandbox/home.md", "title": "Code sandbox", "locator": "Beta execution, files and activity visibility", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Persistent per-chat Python/bash runtime creates files/charts and shows executed code; admin deployment/access required." }, { "id": "cohere-north:cohere-north:n-doc-150", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/tool-action-approvals.md", "title": "Tool action approvals", "locator": "Destructive actions and global Allow Always", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Approval modal can edit/deny action parameters, but tool hints and persistent global bypass limit per-action assurance." }, { "id": "cohere-north:cohere-north:n-doc-30", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/consuming-automations.md", "title": "Consuming automations", "locator": "Run, cron schedule, approval and cancel", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Schedules support cron/natural language; run viewer shows inputs/outputs and cancellation; action permission accepted at launch." }, { "id": "omnifact:omnifact:images", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/chats/image-generation", "title": "Image Generation - Omnifact", "locator": "Generation, reference images and gallery", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Images are generated/edited from references and retained in an Assets gallery." }, { "id": "omnifact:omnifact:web", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/chats/web-search-browsing", "title": "Web Search and Browsing - Omnifact", "locator": "Search, privacy and limitations", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Web search displays citations and blocks queries with masked sensitive values." }, { "id": "cohere-north:cohere-north:n-doc-74", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/websearch/home.md", "title": "Web search", "locator": "GA provider choices and handling", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Tavily defaultGA; Brave/LinkUp alpha; API keys needed; live web page content is not ingested." }, { "id": "cohere-north:cohere-north:n-doc-15", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/deep-research.md", "title": "Deep research", "locator": "Alpha feature and administrator grants", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Multi-step cited research requires enabled sources and user/group access, with downloadable reports." }, { "id": "cohere-north:cohere-north:n-doc-16", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations.md", "title": "Automations", "locator": "Visual builder, roles and workflow lifecycle", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Node-based workflows combine models, tools and reusable versioned definitions." }, { "id": "cohere-north:cohere-north:n-doc-29", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/saving-publishing-monitoring-automations.md", "title": "Saving and publishing automations", "locator": "Versioning and JSON import/export", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Automation definitions export JSON with graph/dependencies; credentials and schedules excluded." }, { "id": "cohere-north:cohere-north:n-api-run", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/reference/automations/execute.md", "title": "North execute automation API", "locator": "POST /v1/automations/{id}/execute", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "External authenticated clients can start workflows with typed inputs; this is not a native source-event watcher." }, { "id": "cohere-north:cohere-north:n-doc-26", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-automations/building-automations/human-in-the-loop-automations.md", "title": "Human-in-the-loop automations", "locator": "Human Review node", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Workflows can pause for review and route by human decisions; review timeouts apply." }, { "id": "omnifact:omnifact:n8n-nodes-omnifact-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/n8n-nodes-omnifact/blob/7a3947c620206d4e195064421db525aaa4dfb50a/README.md", "title": "n8n-nodes-omnifact pinned README", "locator": "Pinned README.md documentation at commit 7a3947c620206d4e195064421db525aaa4dfb50a; retrieved with GitHub file connector", "sourceDate": "2026-09-10", "retrievedAt": "2026-10-21", "finding": "n8n-nodes-omnifact documents n8n community nodes for Gateway/chat/documents. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:api-chat", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/api-reference/published-space-chat", "title": "Published Spaces Chat API - Omnifact", "locator": "Headers, responses and SSE events", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Published chat provides JSON/SSE and optional inline sources/agentic workflow headers." }, { "id": "omnifact:omnifact:stop", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/chats/stopping-regenerating-responses", "title": "Stopping and Regenerating Responses - Omnifact", "locator": "How to Stop", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Send changes to a Stop button during response generation." }, { "id": "cohere-north:cohere-north:n-north-api", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/reference/overview.md", "title": "About the North API", "locator": "Authentication and API scope", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Instance REST API covers chat, agents, automations and files with bearer/OAuth/workload identity." }, { "id": "cohere-north:cohere-north:n-api-response", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/reference/responses/create.md", "title": "North create response API", "locator": "Request/response and authentication", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "North exposes model response API with tool and reasoning parameters and permission/rate-limit errors." }, { "id": "cohere-north:cohere-north:n-api-upload", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/reference/files/create.md", "title": "North file upload API", "locator": "POST /v1/files", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Authenticated multipart upload stores a file with ID and downloadable content endpoints." }, { "id": "cohere-north:cohere-north:n-api-libraries", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/reference/libraries/create.md", "title": "North library API", "locator": "Create library endpoint", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Authenticated library creation complements file APIs and library permissions." }, { "id": "cohere-north:cohere-north:n-doc-89", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_data_controls.md", "title": "Data controls", "locator": "Alpha sharing restrictions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Blocks new API/web share links; existing conversation links stop, existing automation/table links remain." }, { "id": "cohere-north:cohere-north:n-doc-140", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/audits.md", "title": "Audits", "locator": "Alpha admin events and GET API", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admin changes/compliance decisions have searchable event rows and programmatic audit endpoints." }, { "id": "omnifact:omnifact:developer", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/developer-tools", "title": "Developer Tools - Omnifact", "locator": "Activation and API key management", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "API enablement is gated and organization key regeneration/revocation is centralized." }, { "id": "omnifact:omnifact:api-docs", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/api-reference/documents", "title": "Documents API - Omnifact", "locator": "Endpoints and schema examples", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Document APIs upload/list/inspect/update/delete Space files asynchronously." }, { "id": "cohere-north:cohere-north:n-doc-97", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_voice_settings.md", "title": "Voice settings", "locator": "Alpha dictation and beta mobile recording", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Dictation and long-form mobile recording are separately off by default and require configured transcription service." }, { "id": "omnifact:omnifact:home", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/", "title": "AI for the Public Sector & Regulated Industries – Omnifact", "locator": "Product, governance and deployment overview", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Platform offers governed multi-model chat, Spaces, Privacy Filter and private deployment." }, { "id": "cohere-north:cohere-north:n-doc-9", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-document-mode.md", "title": "Document mode", "locator": "Editing, quick actions and exports", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Canvas supports manual/prompt edits, tone/translation actions, versions and DOCX/PDF/MD/HTML exports." }, { "id": "omnifact:omnifact:privacy", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/data-privacy", "title": "Data Privacy - Omnifact", "locator": "Privacy Filter Control and boundaries", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Filter defaults on but MCP, code, image/audio paths bypass it; code sandbox has internet egress." }, { "id": "cohere-north:cohere-north:n-north-changelog-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/changelog?format=html", "title": "North release notes", "locator": "October 20 v2.0.1 andOctober 16 v2.0.0; migrations; public representation of https://private.docs.cohere.com/north/changelog.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 be38218043c7eb99d836db5d02f86ce71b5af7c2c267327410f58f81936ed720 on 2026-10-26", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-26", "finding": "Dated releases document new models, beta/alpha capabilities and removal/deprecation of legacy connectors and APIs." }, { "id": "cohere-north:cohere-north:n-doc-9-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/north-document-mode?format=html", "title": "Document mode", "locator": "Editing, quick actions and exports; public representation of https://private.docs.cohere.com/north/docs/get-started/north-document-mode.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 19535713d7c2ccff7e98fa4e94dde5dcdb6aae67809de5a1e27cb22d286812a1 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Canvas supports manual/prompt edits, tone/translation actions, versions and DOCX/PDF/MD/HTML exports." }, { "id": "cohere-north:cohere-north:n-doc-105", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/identity/overview.md", "title": "About SSO", "locator": "Protocols and Dex identity broker", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "OIDC preferred; SAML, LDAP shim/hybrid and authentication proxy documented; group claims required for group access." }, { "id": "omnifact:omnifact:sso-blog", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/blog/feature-drop-introducing-sso", "title": "Single Sign-On (SSO) for Enterprise Authentication – Omnifact", "locator": "Setup, benefits and changes", "sourceDate": "2024-11-25", "retrievedAt": "2026-10-21", "finding": "Enterprise SAML2.0 supports optional SCIM, Id P policies and disabled email sign-in." }, { "id": "omnifact:omnifact:public-sector", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/solutions/public-administration", "title": "GDPR-Compliant AI for Public Administration – Omnifact", "locator": "SSO, deployment and onboarding", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public-sector page names Entra/Okta/Keycloak and Germany/municipal on-premise options." }, { "id": "omnifact:omnifact:auth", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/account-settings/authentication", "title": "Authentication - Omnifact", "locator": "2FA setup and failure handling", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "TOTP, recovery codes and account/IP-specific throttling are described." }, { "id": "omnifact:omnifact:security-rev2", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/security-and-access", "title": "Security and Access - Omnifact", "locator": "SSO/SAML identity-provider authentication; native2FA tier not established", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "SSO/SAML users rely on identity-provider authentication and MFA and do not see native2FA setup. This does not establish nativeTOTP inclusion in a plan." }, { "id": "cohere-north:cohere-north:n-doc-153", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/data-deletion.md", "title": "Data deletion", "locator": "Conversation, user and connector cleanup", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Deletion has asynchronous external cleanup and explicit preserved shared-resource exceptions." }, { "id": "cohere-north:cohere-north:n-doc-112", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/identity/scim/overview.md", "title": "SCIM provisioning", "locator": "Alpha SCIM2 and deactivation/deletion", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Bidirectional user/group sync; disable is reversible, delete re-creates a new identity if later added." }, { "id": "cohere-north:cohere-north:n-doc-90", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_graceful_delete_settings.md", "title": "Graceful delete settings", "locator": "Beta account removal and shared-resource exceptions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Access ends immediately; configurable private cleanup grace period, shared resources preserved except nontransferable Microsoft libraries." }, { "id": "cohere-north:cohere-north:n-doc-134", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/models.md", "title": "Models and providers", "locator": "Beta UI, alpha RBAC, aliases and fallback", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Custom endpoints/providers, group access and defaults; grants additive and alias may silently fall back to provider default." }, { "id": "cohere-north:cohere-north:n-doc-158", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/compute-requirements.md", "title": "Compute requirements", "locator": "Sizing and licensing metrics", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "North licensed by compute units and separately administered application instances; licence rates absent." }, { "id": "cohere-north:cohere-north:n-doc-78", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/north_analytics_v2.md", "title": "Analytics v2", "locator": "Alpha metrics and CSV/PNG exports", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Self-hosted analytics reports users/groups/models/agents/tools; named-user CSV and sampled metrics have limits." }, { "id": "cohere-north:cohere-north:n-doc-95", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_analytics_settings.md", "title": "Analytics settings", "locator": "Alpha event collection and retention", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Operators can turn event collection off and configure retention for database analytics events." }, { "id": "omnifact:omnifact:analytics-rev2", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/team-analytics", "title": "Analytics - Omnifact", "locator": "Analytics heading, date-range selector, summary cards, activity chart; HTTP200 re-read2026-10-21", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Enterprise dashboard presents daily active users and messages with date ranges and toggles; export and additional breakdowns are not established." }, { "id": "cohere-north:cohere-north:n-doc-137", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/flow-control.md", "title": "Flow control", "locator": "Alpha model rate-limit proxy", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "User/group/model/source/provider rules enforce request/input/output token limits only after Helm services deployed; fail-open option and unlimited default." }, { "id": "cohere-north:cohere-north:n-doc-207", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/observability/token-usage.md", "title": "Token usage monitoring", "locator": "Prometheus/Grafana collection and limits", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Operators collect billed/raw tokens by model/provider/operation; no per-user labels, scrape gaps and incomplete paths prevent billing-ledger equivalence." }, { "id": "cohere-north:cohere-north:n-doc-140-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/audits?format=html", "title": "Audits", "locator": "Alpha admin events and GET API; public representation of https://private.docs.cohere.com/north/docs/admin/audits.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 4694734d3c4deaa7540b7df9604377266d387b5b92dea6b958aebbfdd74d20fc on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Admin changes/compliance decisions have searchable event rows and programmatic audit endpoints." }, { "id": "cohere-north:cohere-north:n-doc-139-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/compliance?format=html", "title": "Compliance", "locator": "Alpha dual-control investigation and CSV; public representation of https://private.docs.cohere.com/north/docs/admin/compliance.md; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8d8d2439993a46e02f92eaf3dc040bacc2a9b59f3ad61352c04278648157c37c on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Approved investigators get24-hour conversation access/CSV including blocked/redacted content; self-approval forbidden." }, { "id": "cohere-north:cohere-north:n-doc-138", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/north-guardrails.md", "title": "Guardrails admin", "locator": "Selected-customer beta PII and alpha content safety", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "HiddenLayer supports allow/block/redact with monitor-only default; timeouts/unsupported entities and advisory content safety can fail open." }, { "id": "cohere-north:cohere-north:n-doc-193", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/advanced/feature-enablement/guardrails.md", "title": "Guardrails deployment", "locator": "Selected-customer beta in-cluster HiddenLayer", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "GPU scanning engine runs inside customer cluster without external HiddenLayer cloud traffic in documented configuration." }, { "id": "cohere-north:cohere-north:n-doc-145", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/terms-and-conditions.md", "title": "Terms and conditions", "locator": "Alpha required policy acceptance", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Sign-up/tool-specific multilingual terms require acceptance again after new versions; external URL overrides hosted terms." }, { "id": "omnifact:omnifact:company", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/team-administration/company-profile", "title": "Company Profile - Omnifact", "locator": "Team Description and company identity", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Company description and business context shape AI responses." }, { "id": "cohere-north:cohere-north:n-doc-146", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security.md", "title": "North security", "locator": "Customer deployment hardening and log forwarding", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Recommends operator encryption/network/SSO controls and stdout-to-SIEM forwarding; no observed hardened configuration implied." }, { "id": "cohere-north:cohere-north:n-private", "productId": "cohere-north", "kind": "vendor-claimed", "url": "https://cohere.com/private-deployments", "title": "Cohere private deployments", "locator": "VPC/on-prem/air-gap and rollout support", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Vendor offers customer-managed VPC and air-gapped on-prem delivery with deployment assistance." }, { "id": "cohere-north:cohere-north:n-doc-217", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/model-vault-with-north.md", "title": "Model Vault with North", "locator": "Customer app plus Cohere inference", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "North stays customer-hosted; Cohere processes model inputs in dedicated Vault; ZDR option removes prompt retention." }, { "id": "cohere-north:cohere-north:n-doc-214", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/backup-restore.md", "title": "Backup and restore", "locator": "Database, secrets and object storage", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Operator controls backup placement and retention; encryption master key needed for restore." }, { "id": "cohere-north:cohere-north:n-doc-208", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/observability/traces.md", "title": "Distributed tracing", "locator": "Operator OpenTelemetry export", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Optional tracing sends deployment telemetry to operator-selected collectors; geographic placement is not fixed." }, { "id": "cohere-north:cohere-north:n-commitments", "productId": "cohere-north", "kind": "documented", "url": "https://cohere.com/enterprise-data-commitments", "title": "Enterprise data commitments", "locator": "Private/third-party versus SaaS Platform; retention and ZDR FAQ", "sourceDate": "2025-12-05", "retrievedAt": "2026-10-21", "finding": "Private deployments do not send prompts to Cohere; SaaS Platform has opt-out training and30-day logs with exceptions; Model Vault integration has its own inference scope." }, { "id": "omnifact:omnifact:vertex", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/blog/feature-drop-eu-data-residency-vertex-ai", "title": "EU Data Residency for Claude and Gemini via Google Cloud – Omnifact", "locator": "What is new, compliance and EU model configuration", "sourceDate": "2026-04-01", "retrievedAt": "2026-10-21", "finding": "Google/Anthropic EU via Google Cloud are advertised with zero retention and EU-only configuration." }, { "id": "omnifact:omnifact:trust-rev2", "productId": "omnifact", "kind": "documented", "url": "https://api.oneleet.com/api/v1/tenants/trust.omnifact.ai/trust", "title": "https://api.oneleet.com/api/v1/tenants/trust.omnifact.ai/trust", "locator": "Public JSON subprocessors, lastUpdatedAt; infrastructure/metadata roles distinguished", "sourceDate": "2026-10-21", "retrievedAt": "2026-10-21", "finding": "Public register lists Azure DE/NL/SE/IE infrastructure and Cloudflare EU/US edge metadata, plus model-provider routes; it is not a plan-specific processor/data-flow inventory." }, { "id": "cohere-north:cohere-north:n-vault", "productId": "cohere-north", "kind": "documented", "url": "https://docs.cohere.com/docs/model-vault.md", "title": "Model Vault overview", "locator": "Dedicated inference deployment and choices", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Cohere-managed dedicated inference is separate from the North control plane." }, { "id": "cohere-north:cohere-north:n-doc-165", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/deployment-model.md", "title": "Deployment model", "locator": "Helm and production GitOps", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "North application Helm chart deployed on customer Kubernetes; GitOps/ArgoCD recommended for production." }, { "id": "cohere-north:cohere-north:n-doc-159", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/networking-requirements.md", "title": "Networking requirements", "locator": "Optional external model API and registry access", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Operator network/DNS/TLS controls; hosted model API optional, image supply needs mirroring for disconnected installations." }, { "id": "cohere-north:cohere-north:n-doc-139", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/compliance.md", "title": "Compliance", "locator": "Alpha dual-control investigation and CSV", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Approved investigators get24-hour conversation access/CSV including blocked/redacted content; self-approval forbidden." }, { "id": "omnifact:omnifact:gateway-web", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/ai-gateway", "title": "AI Gateway: One API for Every Model – Omnifact", "locator": "Regional routing, budget and governance", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Gateway consumes organization budget, does not store payloads and requires ZDR-capable models for strict retention." }, { "id": "omnifact:omnifact:privacy-intro", "productId": "omnifact", "kind": "documented", "url": "https://docs.omnifact.ai/en/platform/core-features/privacy-security/introduction", "title": "Why Data Privacy Matters - Omnifact", "locator": "Privacy Commitment and FAQ", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Vendor explicitly excludes training its own models on customer data and distinguishes EU/self-hosted routes." }, { "id": "cohere-north:cohere-north:n-doc-88", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/configuring_data_retention_settings.md", "title": "Data retention settings", "locator": "Alpha conversation retention and jobs", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Age-based retention off by default; enabled defaults90day soft-delete plus30-day timeout; hourly hard-delete still runs for manually deleted conversations." }, { "id": "cohere-north:cohere-north:n-combination-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement", "title": "Cohere and Aleph Alpha combination agreement", "locator": "September 16 definitive agreement and closing conditions; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 972ee8d4e3dd868bf9d5986f00e66c0543ffd55cf519b78909aa7ec0cad9c399 on 2026-10-26", "sourceDate": "2026-09-16", "retrievedAt": "2026-10-26", "finding": "Combination remains subject to regulatory approvals; future dual headquarters and leadership depend on closing." }, { "id": "cohere-north:cohere-north:corporate-aisle-20261026", "productId": "cohere-north", "kind": "vendor-claimed", "url": "https://cohere.com/blog/cohere-and-aisle-sign-letter-of-intent-to-advance-cyber-resilient-sovereign-ai", "title": "Cohere AISLE proposed acquisition announcement", "locator": "October 15 announcement, opening paragraphs and closing transaction conditions; HTTP 200, body SHA256 e17b07229ecb36abb9f98b4d36e6541d3c74db64f0758fa93b8b48df3c7ccf58", "sourceDate": "2026-10-15", "retrievedAt": "2026-10-26", "finding": "The current text calls AISLE a proposed acquisition and calls Aleph Alpha a partnership. It does not provide closing/approval evidence for the September business-combination agreement." }, { "id": "cohere-north:cohere-north:n-terms-20261026", "productId": "cohere-north", "kind": "documented", "url": "https://cohere.com/terms-of-use", "title": "Cohere public terms of use", "locator": "2022 terms; scope and choice of law; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 09c6e9b556c82d0e47438f044477298abb536b98fb30622371806a82ea1f3cbd on 2026-10-26", "sourceDate": "2022-09-07", "retrievedAt": "2026-10-26", "finding": "Public general terms identify Cohere Inc and Ontario/Toronto law; North commercial subscription terms were not retrieved." }, { "id": "cohere-north:cohere-north:n-trust-20261026", "productId": "cohere-north", "kind": "vendor-claimed", "url": "https://trustcenter.cohere.com/?format=html", "title": "Cohere Trust Center", "locator": "Reports, subprocessors and regulatory FAQs; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 be106d8cf80369b1d1adf72c7912bf7c8af1221b76a8a381c6a95455d2666401 on 2026-10-26", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Lists request-gated SOC 2/ISO 27001/42001 reports, USA subprocessors, NDA-gated DPA and SaaS US-Central hosting; not a whole-North private deployment policy." }, { "id": "omnifact:omnifact:imprint", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/legal-notice", "title": "Legal Notice – Omnifact", "locator": "Company address and register", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Omnifact Gmb H is registered in Frankfurt, Germany, HRB131357." }, { "id": "cohere-north:cohere-north:n-trust", "productId": "cohere-north", "kind": "vendor-claimed", "url": "https://trustcenter.cohere.com/?format=html", "title": "Cohere Trust Center", "locator": "Reports, subprocessors and regulatory FAQs", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Lists request-gated SOC 2/ISO 27001/42001 reports, USA subprocessors, NDA-gated DPA and SaaS US-Central hosting; not a whole-North private deployment policy." }, { "id": "cohere-north:cohere-north:n-terms", "productId": "cohere-north", "kind": "documented", "url": "https://cohere.com/terms-of-use", "title": "Cohere public terms of use", "locator": "2022 terms; scope and choice of law", "sourceDate": "2022-09-07", "retrievedAt": "2026-10-21", "finding": "Public general terms identify Cohere Inc and Ontario/Toronto law; North commercial subscription terms were not retrieved." }, { "id": "omnifact:omnifact:dpa-de", "productId": "omnifact", "kind": "documented", "url": "https://omnifact.ai/de/dpa", "title": "Auftragsverarbeitungsvertrag – Omnifact", "locator": "Anlagen and main agreement", "sourceDate": "2026-04-21", "retrievedAt": "2026-10-21", "finding": "Binding German DPA confirms region, transfer, retention and processor terms." }, { "id": "omnifact:omnifact:whitepapers", "productId": "omnifact", "kind": "vendor-claimed", "url": "https://omnifact.ai/whitepapers", "title": "Get Instant Access to our Full Enterprise Whitepaper – Omnifact", "locator": "Whitepaper catalogue", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public library includes AI Act, workplace enablement, self-hosting and RAG guides." }, { "id": "omnifact:omnifact:trust", "productId": "omnifact", "kind": "documented", "url": "https://api.oneleet.com/api/v1/tenants/trust.omnifact.ai/trust", "title": "https://api.oneleet.com/api/v1/tenants/trust.omnifact.ai/trust", "locator": "documents, subprocessors and lastUpdatedAt", "sourceDate": "2026-10-21", "retrievedAt": "2026-10-21", "finding": "Public Trust Center JSON exposes certificate access and named processor locations, including US direct model routes and Cloudflare telemetry." }, { "id": "omnifact:omnifact:iso", "productId": "omnifact", "kind": "certificate-verified", "url": "https://api.oneleet.com/api/v1/tenants/trust.omnifact.ai/trust/documents/bb9dd08f-c61a-48f3-be41-9fbcdf24e9c3/download-url", "title": "Omnifact GmbH ISO/IEC27001:2022 official certificate", "locator": "Public Trust Center certificate PDF, one page: scope, issuer, issue date and validity", "sourceDate": "2026-04-07", "retrievedAt": "2026-10-21", "finding": "Certificate123228 issue1 from Prescient Security LLC covers Omnifact Platform/Spaces and Azure ISMS; valid2026-04-07 through 2029-04-06 subject to surveillance.", "issuer": "Prescient Security LLC", "certificateScope": "ISMS supporting Omnifact GmbH, Omnifact Platform and Spaces, associated data, infrastructure, software, personnel and procedures, including Microsoft Azure; SoA1.4 dated2026-03-30.", "validFrom": "2026-04-07", "validUntil": "2029-04-06", "registryUrl": "https://trust.omnifact.ai/" }, { "id": "cohere-north:cohere-north:n-doc-154", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/security/data-encryption-at-rest.md", "title": "Data encryption at rest", "locator": "Optional AES256GCM chat-column envelope encryption", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Customer-held Kubernetes master key encrypts chat columns; automation/workflow data excluded." }, { "id": "cohere-north:cohere-north:n-pricing", "productId": "cohere-north", "kind": "documented", "url": "https://cohere.com/pricing", "title": "Cohere pricing", "locator": "North custom pricing; separate Model Vault/API tables", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "North pricing is custom; model API trials and Model Vault instance rates are separate products." }, { "id": "cohere-north:cohere-north:fx-ecb", "productId": "cohere-north", "kind": "documented", "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml", "title": "ECB historical FX", "locator": "2026-10-20 USD/CHF rates", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "EUR1=USD1.1215=CHF0.9237; rates recorded without inventing an unpriced North total." }, { "id": "omnifact:omnifact:ecb-fx", "productId": "omnifact", "kind": "documented", "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml", "title": "ECB historical euro reference rates, 20 October 2026", "locator": "Cube time=2026-10-20, USD and CHF currency entries", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "ECB2026-10-20 reference rates:EUR1=USD1.1215=CHF0.9237, implying USD1=EUR0.89166206." }, { "id": "cohere-north:cohere-north:n-home", "productId": "cohere-north", "kind": "vendor-claimed", "url": "https://cohere.com/north", "title": "North 2 product page", "locator": "Platform and private deployment overview", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "North offers agents, automations, libraries, applications and private deployment." }, { "id": "cohere-north:cohere-north:n-doc-142", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/admin/whitelabeling.md", "title": "White labeling", "locator": "Branding configuration", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Operators configure branding; commercial branding licence terms not established." }, { "id": "omnifact:omnifact:widget-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/omnifact-widget/blob/9d53cadfbfe1bd9a0e31b7da49b74a1dfc2626f2/README.md", "title": "omnifact-widget pinned README", "locator": "Pinned README.md documentation at commit 9d53cadfbfe1bd9a0e31b7da49b74a1dfc2626f2; retrieved with GitHub file connector", "sourceDate": "2026-02-06", "retrievedAt": "2026-10-21", "finding": "omnifact-widget documents an unsupported demonstration web component with local Storage conversations. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:cli-licence-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/omnifact-cli/blob/576aea6a6c0ce195de08a1d2b9b385d18efe3d06/LICENSE", "title": "omnifact-cli MIT licence", "locator": "Pinned LICENSE documentation at commit 576aea6a6c0ce195de08a1d2b9b385d18efe3d06; retrieved with GitHub file connector", "sourceDate": "2026-05-12", "retrievedAt": "2026-10-21", "finding": "MIT licence applies to this integration/client component, not to the Omnifact platform. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:widget-licence-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/omnifact-widget/blob/9d53cadfbfe1bd9a0e31b7da49b74a1dfc2626f2/LICENSE", "title": "omnifact-widget MIT licence", "locator": "Pinned LICENSE documentation at commit 9d53cadfbfe1bd9a0e31b7da49b74a1dfc2626f2; retrieved with GitHub file connector", "sourceDate": "2026-02-06", "retrievedAt": "2026-10-21", "finding": "MIT licence applies to this integration/client component, not to the Omnifact platform. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:n8n-nodes-omnifact-licence-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/n8n-nodes-omnifact/blob/7a3947c620206d4e195064421db525aaa4dfb50a/LICENSE", "title": "n8n-nodes-omnifact MIT licence", "locator": "Pinned LICENSE documentation at commit 7a3947c620206d4e195064421db525aaa4dfb50a; retrieved with GitHub file connector", "sourceDate": "2026-09-10", "retrievedAt": "2026-10-21", "finding": "MIT licence applies to this integration/client component, not to the Omnifact platform. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:xwiki-sync-licence-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/omnifact-xwiki-sync/blob/599db2ec0c7f28ddb2a22c4a09a9242e5781316b/LICENSE", "title": "omnifact-xwiki-sync MIT licence", "locator": "Pinned LICENSE documentation at commit 599db2ec0c7f28ddb2a22c4a09a9242e5781316b; retrieved with GitHub file connector", "sourceDate": "2026-08-25", "retrievedAt": "2026-10-21", "finding": "MIT licence applies to this integration/client component, not to the Omnifact platform. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "omnifact:omnifact:cli-rev2", "productId": "omnifact", "kind": "documented", "url": "https://github.com/OmnifactAI/omnifact-cli/blob/576aea6a6c0ce195de08a1d2b9b385d18efe3d06/README.md", "title": "omnifact-cli pinned README", "locator": "Pinned README.md documentation at commit 576aea6a6c0ce195de08a1d2b9b385d18efe3d06; retrieved with GitHub file connector", "sourceDate": "2026-05-12", "retrievedAt": "2026-10-21", "finding": "omnifact-cli documents document management and conversational CLI commands. This finding is documented at the pinned revision; no implementation behavior was tested or inspected." }, { "id": "cohere-north:cohere-north:n-combination", "productId": "cohere-north", "kind": "documented", "url": "https://cohere.com/blog/cohere-and-aleph-alpha-sign-agreement", "title": "Cohere and Aleph Alpha combination agreement", "locator": "September 16 definitive agreement and closing conditions", "sourceDate": "2026-09-16", "retrievedAt": "2026-10-21", "finding": "Combination remains subject to regulatory approvals; future dual headquarters and leadership depend on closing." }, { "id": "cohere-north:cohere-north:n-status", "productId": "cohere-north", "kind": "documented", "url": "https://status.cohere.com/", "title": "Cohere status", "locator": "Hosted API service status", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public hosted service status is available; it does not establish customer-hosted North SLA." }, { "id": "cohere-north:cohere-north:n-guide", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/docs/get-started/north-user-guide.md", "title": "North user guide", "locator": "Release calendar and feature-state definitions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Lists planned November 13 v2.1 andDecember 11 v2.2 releases, subject to change; not individual feature delivery promises." }, { "id": "cohere-north:cohere-north:n-doc-36", "productId": "cohere-north", "kind": "documented", "url": "https://private.docs.cohere.com/north/docs/get-started/tools/data-interpreter/home.md", "title": "Data Interpreter", "locator": "Deprecated tool and successor", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Legacy spreadsheet Python tool is deprecated in favor of code sandbox; whole-sheet analysis differs from indexed metadata search." } ] }