{ "schemaVersion": 1, "rubricVersion": "1.1", "kind": "pair", "slug": "meingpt-vs-onai", "canonicalUrl": "https://onaihq.com/compare/agents/meingpt-vs-onai/", "markdownUrl": "https://onaihq.com/compare/agents/meingpt-vs-onai/index.md", "dataUrl": "https://onaihq.com/compare/agents/meingpt-vs-onai/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": "meingpt", "name": "meinGPT", "website": "https://meingpt.com", "repository": null, "pageUrl": "https://onaihq.com/compare/agents/products/meingpt/", "lifecycle": { "status": "unknown", "note": null }, "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" }, { "id": "api", "name": "meinGPT Enterprise API", "type": "api" }, { "id": "outlook", "name": "meinGPT Outlook add-in", "type": "office-add-in" }, { "id": "outpost", "name": "meinGPT Outpost local connector", "type": "local-connector" } ], "sourcedClaimCount": 48, "statedByVendorCount": 0, "crossCheckedClaimCount": 48, "sourcedOnlyClaimCount": 0, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-26" }, { "id": "onai", "name": "onAI", "website": "https://onaihq.com/", "repository": null, "pageUrl": "https://onaihq.com/compare/agents/products/onai/", "lifecycle": { "status": "unknown", "note": null }, "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" }, { "id": "server-main", "name": "onAI main server snapshot", "type": "self-hosted-server" }, { "id": "server-dedicated", "name": "onAI dedicated deployment code line", "type": "self-hosted-server" }, { "id": "api", "name": "onAI backend API", "type": "api" } ], "sourcedClaimCount": 17, "statedByVendorCount": 44, "crossCheckedClaimCount": 14, "sourcedOnlyClaimCount": 3, "oldestCheckedAt": "2026-10-21", "lastCheckedAt": "2026-10-26" } ], "coverage": { "totalCriteria": 51, "sharedCrossCheckedCriteria": 13, "sharedSourcedCriteria": 16, "crossCheckedCriteriaByProduct": { "meingpt": 48, "onai": 14 }, "sourcedOnlyCriteriaByProduct": { "meingpt": 0, "onai": 3 }, "sourcedCriteriaByProduct": { "meingpt": 48, "onai": 17 }, "crossCheckedCriterionRows": 49, "sourcedOnlyCriterionRows": 3, "sourcedCriterionRows": 49, "statedByVendorRows": 44 }, "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": "meingpt", "claimId": "meingpt:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Curated multi-provider models are selected per chat or by context-length routing; the signed DPA and admin approvals affect availability.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business and individually contracted Enterprise web workspace; permitted models depend on workspace approval and DPA", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "supported", "answer": "Model authors include OpenAI, Anthropic, Google, Mistral, DeepSeek, Moonshot, Qwen, GLM and MiniMax. Hosts are separate from authors.", "evidenceIds": [ "meingpt:meingpt:models-rev2", "meingpt:meingpt:lifecycle-rev2" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "supported", "answer": "Active table lists GPT-4.1, GPT-4o/Mini, GPT-5/mini/Nano/Thinking/5.2/5.4/5.5/5.6 Luna/Sol/Terra, GPT-6 Luna/Sol/Astra, GPT-6.1 Sol; o3; Claude Haiku 5.5, Opus 4.5/4.6/4.7/4.8/5/5.5, Sonnet 4.6/5/5.5; Gemini 3.5 Flash/Flash-Lite, 3.6/3.7/3.8 Flash and 4 Argon; MeinGPT Web; Mistral Medium 3.5/CodeStral; GPT-OSS 120B; Kimi K2.6/K3; DeepSeek V3.2/V4 Flash/V4 Pro/V4.1 Flash; GLM-5.3/Flash, MiniMax-M3 and Qwen3.8 Max. Duplicate EU/provider routes exist. GPT-6 Astra requires accepted AVV 2.0. Model labels do not guarantee one-to-one public provider variant names.", "evidenceIds": [ "meingpt:meingpt:lifecycle-rev2", "meingpt:meingpt:models-rev2", "meingpt:meingpt:rates" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "Users select and switch a permitted model per chat.", "evidenceIds": [ "meingpt:meingpt:models-rev2" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "partial", "answer": "Bestes Modell starts with GPT-5 and changes to Gemini 3.5 Flash-Lite only when context is too long. This is length routing, not task routing; visibility of the final routed identity is not established.", "evidenceIds": [ "meingpt:meingpt:models-rev2" ] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "supported", "answer": "GPT-4o/5, Claude, Gemini and Mistral Medium/Magistral accept JPEG/PNG/GIF/WEBP; DeepSeek, GPT-OSS, CodeStral and older Kimi K2 do not. Audio uses separate transcription.", "evidenceIds": [ "meingpt:meingpt:models-rev2" ] } ], "limitations": [ "auto_routing: Bestes Modell starts with GPT-5 and changes to Gemini 3.5 Flash-Lite only when context is too long. This is length routing, not task routing; visibility of the final routed identity is not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:models-rev2", "meingpt:meingpt:lifecycle-rev2", "meingpt:meingpt:rates" ] }, { "productId": "onai", "claimId": "onai:MOD-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The public page offers user-selectable Claude, GPT, Gemini, Grok and Mistral families. Exact chat model versions, automatic routing and per-model input capabilities are not established.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat and Flat price public offers; exact model entitlements unspecified", "addOns": [], "deploymentMode": null, "region": "Unspecified by source", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "providers", "question": "Which model providers are available?", "support": "supported", "answer": "The vendor names Anthropic, OpenAI, Google, xAI and Mistral AI model families; current selectable provider inventory was not observed.", "evidenceIds": [ "onai:public-models-display-20261026" ] }, { "id": "current_models", "question": "Which current models are selectable on this plan?", "support": "partial", "answer": "The page names Claude, GPT, Gemini, Grok and Mistral families, but supplies no complete versioned chat-model list per plan.", "evidenceIds": [ "onai:public-models-display-20261026" ] }, { "id": "user_choice", "question": "Can users pick the model per chat?", "support": "supported", "answer": "Employees choose a model for a task within the administrator-approved set.", "evidenceIds": [ "onai:public-models-display-20261026" ] }, { "id": "auto_routing", "question": "Does the product route between models automatically, and is the chosen model shown?", "support": "unknown", "answer": "The public model section does not establish automatic routing or disclosure of its selected model; no app fixture was run.", "evidenceIds": [] }, { "id": "multimodal_input", "question": "Which models accept images, audio or files?", "support": "unknown", "answer": "Public chat-model copy does not map image, audio or file input to named model versions. Image Studio is a separate capability.", "evidenceIds": [] } ], "limitations": [ "Model-family marketing is not a tested model inventory or a release-lag measurement." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-models-display-20261026" ] } ] }, { "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": "meingpt", "claimId": "meingpt:MOD-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A dated changelog and explicit retirement rules exist; comparative release-lag medians were not established.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT 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. Provider release dates for the last three major releases per provider were not reconciled against product release dates, so no lag or median is asserted.", "evidenceIds": [] }, { "id": "changelog", "question": "Is there a dated public model changelog?", "support": "supported", "answer": "Public releases include v2.67.0 dated 2026-10-18.", "evidenceIds": [ "meingpt:meingpt:changes" ] }, { "id": "deprecation_notice", "question": "How much notice is given before a model is removed?", "support": "supported", "answer": "Normally four weeks, then reminders at two and one week; provider short notice can shorten this. Opus 4.5 is listed for 23 November retirement; other future dates are in the table.", "evidenceIds": [ "meingpt:meingpt:lifecycle" ] }, { "id": "version_pinning", "question": "Can an admin keep an older model version?", "support": "partial", "answer": "An available model can be selected, but retirement automatically substitutes a successor in assistants, workflows and chats; indefinite retention of a retired model is excluded.", "evidenceIds": [ "meingpt:meingpt:lifecycle" ] } ], "limitations": [ "version_pinning: An available model can be selected, but retirement automatically substitutes a successor in assistants, workflows and chats; indefinite retention of a retired model is excluded.", "Unverified release_lag_days: Provider release dates for the last three major releases per provider were not reconciled against product release dates, so no lag or median is asserted." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:changes", "meingpt:meingpt:lifecycle" ] }, { "productId": "onai", "claimId": "onai:MOD-02", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "We enable new models shortly after their release.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:MOD-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Customer LLM API keys, cloud contracts and arbitrary model endpoints are explicitly excluded from the hosted catalogue.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "own_api_keys", "question": "Can the customer use its own provider API keys?", "support": "unsupported", "answer": "The hosted workspace does not accept customer OpenAI, Azure OpenAI or Anthropic keys. DeepL translation BYOK is separate.", "evidenceIds": [ "meingpt:meingpt:models" ] }, { "id": "own_cloud_contract", "question": "Can it use its own Azure OpenAI, Bedrock or Vertex deployment?", "support": "unsupported", "answer": "LLM requests use meinGPT-managed provider accounts, not customer Azure/OpenAI contracts.", "evidenceIds": [ "meingpt:meingpt:models" ] }, { "id": "custom_endpoint", "question": "Can an admin add any OpenAI-compatible endpoint?", "support": "unsupported", "answer": "Admins cannot add a model or provider key to the catalogue. Custom MCP adds tools, not LLM endpoints.", "evidenceIds": [ "meingpt:meingpt:models" ] }, { "id": "byo_pricing", "question": "Does BYO change the licence price?", "support": "partial", "answer": "There is no hosted LLM BYOK licence schedule because LLM BYOK is excluded. DeepL BYOK bills translation directly through DeepL.", "evidenceIds": [ "meingpt:meingpt:models", "meingpt:meingpt:translation" ] }, { "id": "byo_restrictions", "question": "Which features stop working with BYO?", "support": "partial", "answer": "Only DeepL has a documented BYOK exception; it does not replace the workspace model route.", "evidenceIds": [ "meingpt:meingpt:models" ] } ], "limitations": [ "own_api_keys: The hosted workspace does not accept customer OpenAI, Azure OpenAI or Anthropic keys. DeepL translation BYOK is separate.", "own_cloud_contract: LLM requests use meinGPT-managed provider accounts, not customer Azure/OpenAI contracts.", "custom_endpoint: Admins cannot add a model or provider key to the catalogue. Custom MCP adds tools, not LLM endpoints.", "byo_pricing: There is no hosted LLM BYOK licence schedule because LLM BYOK is excluded. DeepL BYOK bills translation directly through DeepL.", "byo_restrictions: Only DeepL has a documented BYOK exception; it does not replace the workspace model route." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:models", "meingpt:meingpt:translation" ] }, { "productId": "onai", "claimId": "onai:MOD-03", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Your own provider contracts and API keys (for example Azure, OpenRouter) are possible on request.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "MOD-04", "title": "Local and self-hosted models", "group": { "id": 1, "name": "Models" }, "judgment": "Record support for models running in the customer's environment (vLLM, Ollama, TGI or similar) and which features work with them: chat, RAG, tools, embeddings. Distinguish a documented, supported route from a generic endpoint that happens to work.", "questions": [ { "id": "self_hosted_chat", "question": "Can chat use a customer-hosted model?" }, { "id": "self_hosted_embeddings", "question": "Can retrieval use customer-hosted embeddings?" }, { "id": "feature_parity", "question": "Which features fail with self-hosted models?" }, { "id": "vendor_hosted_open_models", "question": "Does the vendor host open-weight models in EU/CH?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:MOD-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Vendor-operated open-model routes exist; customer-hosted LLM and embedding routes were not verified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "self_hosted_chat", "question": "Can chat use a customer-hosted model?", "support": "unknown", "answer": "Can chat use a customer-hosted model? Unknown. Models documentation excludes adding customer model endpoints. No supported customer-hosted embedding route or parity matrix was found; Outpost stores a local index but does not establish local inference.", "evidenceIds": [] }, { "id": "self_hosted_embeddings", "question": "Can retrieval use customer-hosted embeddings?", "support": "unknown", "answer": "Can retrieval use customer-hosted embeddings? Unknown. Models documentation excludes adding customer model endpoints. No supported customer-hosted embedding route or parity matrix was found; Outpost stores a local index but does not establish local inference.", "evidenceIds": [] }, { "id": "feature_parity", "question": "Which features fail with self-hosted models?", "support": "unknown", "answer": "Which features fail with self-hosted models? Unknown. Models documentation excludes adding customer model endpoints. No supported customer-hosted embedding route or parity matrix was found; Outpost stores a local index but does not establish local inference.", "evidenceIds": [] }, { "id": "vendor_hosted_open_models", "question": "Does the vendor host open-weight models in EU/CH?", "support": "partial", "answer": "Open-weight routes include GPT-OSS via Nebius in Finland, DeepSeek/Kimi via TensorX in Ireland and custom models via Verda in Finland; the active table also lists Melious routes. These are vendor-selected routes, with exact region absent for Melious.", "evidenceIds": [ "meingpt:meingpt:lifecycle", "meingpt:meingpt:subprocessors" ] } ], "limitations": [ "vendor_hosted_open_models: Open-weight routes include GPT-OSS via Nebius in Finland, DeepSeek/Kimi via TensorX in Ireland and custom models via Verda in Finland; the active table also lists Melious routes. These are vendor-selected routes, with exact region absent for Melious.", "Unverified self_hosted_chat, self_hosted_embeddings, feature_parity: Models documentation excludes adding customer model endpoints. No supported customer-hosted embedding route or parity matrix was found; Outpost stores a local index but does not establish local inference." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:lifecycle", "meingpt:meingpt:subprocessors" ] }, { "productId": "onai", "claimId": "onai:MOD-04", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "With on-premises, local models can be connected (for example via Ollama).", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "MOD-05", "title": "Model control and usage limits", "group": { "id": 1, "name": "Models" }, "judgment": "Record admin allow-lists per group, default models, restrictions on which models may see which data, and per-user rate or fair-use limits. Test one restriction with two users in different groups. Record limits as enforced stops, warnings or undocumented fair use.", "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?" }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?" }, { "id": "default_model", "question": "Can admins set the default model?" }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?" }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:MOD-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Admins set model access and defaults; personal category limits have documented exceptions.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "model_allowlist_by_group", "question": "Can admins limit models per group?", "support": "supported", "answer": "Per-team/person allow and deny rules are documented. Workspace admins and free models are exempt; denied chat models fall back, denied API models fail.", "evidenceIds": [ "meingpt:meingpt:config" ] }, { "id": "data_bound_models", "question": "Can admins restrict which models receive connector or knowledge content?", "support": "unknown", "answer": "Can admins restrict which models receive connector or knowledge content? Unknown. A separate rule binding particular knowledge sources to approved models was not documented; no two-user restriction test was run.", "evidenceIds": [] }, { "id": "default_model", "question": "Can admins set the default model?", "support": "supported", "answer": "Workspace admins set the default model and chat standards.", "evidenceIds": [ "meingpt:meingpt:config" ] }, { "id": "user_limits", "question": "What per-user message or token limits apply, and are they published?", "support": "supported", "answer": "Six usage levels set monthly EUR limits for text, images, API, other services and meeting bots; no single universal message cap.", "evidenceIds": [ "meingpt:meingpt:limits" ] }, { "id": "limit_behaviour", "question": "What happens when a limit is reached?", "support": "partial", "answer": "Zero blocks the category; API budget exhaustion returns 403. Running/concurrent meeting recordings can exceed personal limits; scheduled tasks consume workspace credit outside personal categories.", "evidenceIds": [ "meingpt:meingpt:limits", "meingpt:meingpt:api" ] } ], "limitations": [ "limit_behaviour: Zero blocks the category; API budget exhaustion returns 403. Running/concurrent meeting recordings can exceed personal limits; scheduled tasks consume workspace credit outside personal categories.", "Unverified data_bound_models: A separate rule binding particular knowledge sources to approved models was not documented; no two-user restriction test was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:config", "meingpt:meingpt:limits", "meingpt:meingpt:api" ] }, { "productId": "onai", "claimId": "onai:MOD-05", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Admins decide per group which models are allowed.", "statedBy": "onAI", "assertedAt": "2026-10-22", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:KNOW-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Chat uploads and direct sandbox processing have different document behavior.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "formats", "question": "Which formats are accepted?", "support": "supported", "answer": "Text/PDF, images, Word, PowerPoint, Excel, CSV, TXT and URLs are listed; sandbox is needed to read archives and raw mail formats.", "evidenceIds": [ "meingpt:meingpt:flow" ] }, { "id": "limits", "question": "What size and count limits apply per file and chat?", "support": "supported", "answer": "50 files per chat, 50 MB per non-image file; JPEG/PNG/WEBP/GIF are model-readable images. Provider PDF/page/image limits still apply.", "evidenceIds": [ "meingpt:meingpt:chat", "meingpt:meingpt:models" ] }, { "id": "ocr", "question": "Are scanned PDFs read?", "support": "unknown", "answer": "Are scanned PDFs read? Unknown. No scanned contract or structured spreadsheet fixture was uploaded; OCR behavior for direct scanned attachments was not bounded by a test.", "evidenceIds": [] }, { "id": "spreadsheets", "question": "Are Excel tables read with structure intact?", "support": "partial", "answer": "Text extraction loses layout; the sandbox reads original Excel files using code and can preserve formulas. No fixture result is claimed.", "evidenceIds": [ "meingpt:meingpt:chat", "meingpt:meingpt:sandbox" ] }, { "id": "full_vs_chunked", "question": "Is the whole file used or only retrieved parts, and does the user see which?", "support": "partial", "answer": "Direct attachments enter model context after extraction and are constrained by the context window; pools retrieve passages instead. Long-chat compression can drop earlier attachment context.", "evidenceIds": [ "meingpt:meingpt:chat", "meingpt:meingpt:models", "meingpt:meingpt:pools" ] } ], "limitations": [ "spreadsheets: Text extraction loses layout; the sandbox reads original Excel files using code and can preserve formulas. No fixture result is claimed.", "full_vs_chunked: Direct attachments enter model context after extraction and are constrained by the context window; pools retrieve passages instead. Long-chat compression can drop earlier attachment context.", "Unverified ocr: No scanned contract or structured spreadsheet fixture was uploaded; OCR behavior for direct scanned attachments was not bounded by a test." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:flow", "meingpt:meingpt:chat", "meingpt:meingpt:models", "meingpt:meingpt:sandbox", "meingpt:meingpt:pools" ] }, { "productId": "onai", "claimId": "onai:KNOW-01", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Upload PDF, Word, Excel and other files directly in the chat and ask about them.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:KNOW-02", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Cloud pools persist across chats and attach to assistants; Outpost is a separate local index.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "persistent_collections", "question": "Can users keep document collections across chats?", "support": "supported", "answer": "Persistent cloud data sources index SharePoint/OneDrive, Drive, Confluence, S3, WebDAV and web content.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "id": "sharing_scope", "question": "Can collections be shared with users, groups or the whole organisation?", "support": "supported", "answer": "Admins share data sources with teams; workspace admins have broad visibility.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "id": "size_limits", "question": "What are the collection limits?", "support": "supported", "answer": "Standard cloud raw-data budget is 300 GB across the workspace; indexing new content stops when full.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "id": "assistant_binding", "question": "Can collections be bound to an assistant?", "support": "supported", "answer": "Pools bind to assistants or can be selected in a chat; projects themselves cannot bind pools.", "evidenceIds": [ "meingpt:meingpt:assistants", "meingpt:meingpt:projects" ] } ], "limitations": [], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:pools", "meingpt:meingpt:assistants", "meingpt:meingpt:projects" ] }, { "productId": "onai", "claimId": "onai:KNOW-02", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Shared knowledge collections with access rights per group.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "KNOW-03", "title": "Enterprise connectors", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "List each connector separately with plan, availability and setup owner: SharePoint, OneDrive, Outlook, Teams, Google Drive, Gmail, Confluence, Jira, Notion, Box, Salesforce, ServiceNow, file shares. Record whether the vendor or a third party (or the customer via MCP) provides it, and whether it needs admin consent. A connector listed on a roadmap or partner page is `announced`. An on-prem connector or gateway proves access to local data, not a self-hosted platform (DATA-02).", "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?" }, { "id": "google_workspace", "question": "Which Google sources are connected?" }, { "id": "atlassian", "question": "Confluence and Jira?" }, { "id": "other_systems", "question": "Which other business systems?" }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?" }, { "id": "connector_provider", "question": "Who builds and maintains each connector?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:KNOW-03", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "onai", "claimId": "onai:KNOW-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The vendor describes live Microsoft 365 access with specific delegated permissions. Other connector names are marketing leads with incomplete source and plan scope.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Microsoft 365 listed in Per seat and Flat price; optional Microsoft licences/permissions apply", "addOns": [ "Optional existing Microsoft 365 Copilot licence for semantic search and meeting notes" ], "deploymentMode": null, "region": "Source tenant region and model processing region depend on customer configuration", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "microsoft_365", "question": "Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected?", "support": "supported", "answer": "The page lists SharePoint/OneDrive files, SharePoint pages/lists, Outlook mail/attachments, calendar, Teams chats, OneNote, To Do/Planner and directory. Channels and meeting transcripts require additional admin approval; semantic Copilot search/meeting notes require eligible Microsoft 365 Copilot licences.", "evidenceIds": [ "onai:public-m365-display-20261026", "onai:public-m365-permissions-display-20261026" ] }, { "id": "google_workspace", "question": "Which Google sources are connected?", "support": "unknown", "answer": "The page’s Google sign-in is not a Google Drive/Gmail connector specification. No scoped Google Workspace data connector or trial was verified.", "evidenceIds": [] }, { "id": "atlassian", "question": "Confluence and Jira?", "support": "partial", "answer": "The FAQ names Confluence as a standard-connector example without setup, plan or permission details. Jira availability is not established.", "evidenceIds": [ "onai:public-other-connectors-display-20261026" ] }, { "id": "other_systems", "question": "Which other business systems?", "support": "partial", "answer": "The FAQ names S3 and proprietary data sources through connectors or an API. No source-by-source catalogue for Notion, Box, Salesforce or ServiceNow was obtained.", "evidenceIds": [ "onai:public-other-connectors-display-20261026" ] }, { "id": "on_prem_sources", "question": "Can on-prem file shares or databases be connected?", "support": "unknown", "answer": "Custom database and on-premises hosting copy does not establish an operational file-share/database connector, network gateway or associated plan requirements.", "evidenceIds": [] }, { "id": "connector_provider", "question": "Who builds and maintains each connector?", "support": "partial", "answer": "onAI says its Microsoft app supplies the Microsoft 365 connection and IT approves delegated permissions; no provider/maintenance contract is specified for the other example connectors.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026" ] } ], "limitations": [ "Microsoft 365 claims are vendor statements, not an observed tenant connection. Generic connector examples are not individually verified integrations." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-m365-display-20261026", "onai:public-m365-permissions-display-20261026", "onai:public-other-connectors-display-20261026" ] } ] }, { "id": "KNOW-04", "title": "Permission-aware retrieval", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "Using two test users, verify that a restricted document in the fixture tenant is never cited or summarised for the user without access, including after a permission change. Record whether permissions are enforced at query time by the source system, mirrored into an index, or not enforced. Record the propagation delay of a revocation.", "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?" }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?" }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?" }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?" }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Live OAuth preserves source access; indexed permissions require a separate, default-off setting.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "partial", "answer": "Live M365 tools use each user account. Cloud SharePoint/Drive pools enforce imported source permissions only when request-enabled and switched on; other source types do not inherit them. No two-user test was run.", "evidenceIds": [ "meingpt:meingpt:m365", "meingpt:meingpt:pool-controls" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "supported", "answer": "Live tools execute under user OAuth. Indexed SharePoint/Drive permissions are mirrored and fail closed when stale; source-permission mode is off by default.", "evidenceIds": [ "meingpt:meingpt:pool-controls" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "unknown", "answer": "How quickly does a removed permission take effect? Unknown. No restricted-document/revocation fixture or Purview-label check was run; revocation timing and sensitivity-label behavior remain unknown.", "evidenceIds": [] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "supported", "answer": "Admins select imported sources/folders and control team sharing.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "unknown", "answer": "Are Microsoft Purview or similar labels respected? Unknown. No restricted-document/revocation fixture or Purview-label check was run; revocation timing and sensitivity-label behavior remain unknown.", "evidenceIds": [] } ], "limitations": [ "source_permissions_respected: Live M365 tools use each user account. Cloud SharePoint/Drive pools enforce imported source permissions only when request-enabled and switched on; other source types do not inherit them. No two-user test was run.", "Unverified revocation_delay, sensitivity_labels: No restricted-document/revocation fixture or Purview-label check was run; revocation timing and sensitivity-label behavior remain unknown." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:m365", "meingpt:meingpt:pool-controls", "meingpt:meingpt:pools" ] }, { "productId": "onai", "claimId": "onai:KNOW-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "For Microsoft 365 the vendor claims per-user source permission checks at query time. Revocation delay, site exclusions and sensitivity-label behavior have not been tested.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat; Flat price includes everything in Per seat. Microsoft 365 connector consent and source-account access required.", "addOns": [ "Customer Microsoft account and required delegated consent" ], "deploymentMode": null, "region": "Customer Microsoft tenant; receiving model region configured separately", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "source_permissions_respected", "question": "Are source permissions enforced per user?", "support": "supported", "answer": "The vendor says onAI makes delegated read-only requests as the signed-in user and Microsoft checks that person’s source access. No two-user restricted-folder fixture was run.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026" ] }, { "id": "enforcement_point", "question": "Does the source system, a mirrored index or nothing enforce them?", "support": "supported", "answer": "Microsoft is the stated enforcement point for live requests; the page says no mirrored Microsoft 365 library index is created.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026" ] }, { "id": "revocation_delay", "question": "How quickly does a removed permission take effect?", "support": "unknown", "answer": "No measured permission-revocation propagation interval is published and no revoke/grant fixture was run.", "evidenceIds": [] }, { "id": "admin_scope_controls", "question": "Can admins exclude sites, folders or labels?", "support": "unknown", "answer": "The page lists optional source permissions and model restrictions but does not establish site/folder/label exclusion controls.", "evidenceIds": [] }, { "id": "sensitivity_labels", "question": "Are Microsoft Purview or similar labels respected?", "support": "unknown", "answer": "No Microsoft Purview sensitivity-label handling specification or label fixture was obtained.", "evidenceIds": [] } ], "limitations": [ "Scope is the live Microsoft 365 connector. Native knowledge collection ACLs and copied/shared answers require separate checks.", "Public pricing explicitly includes Microsoft 365 in Per seat and inherits it in Flat price. This establishes advertised plan scope, not a completed permission or deletion-propagation fixture." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026", "onai:review-plan-m365-display-20261026" ] } ] }, { "id": "KNOW-05", "title": "Freshness and sync model", "group": { "id": 2, "name": "Company knowledge" }, "judgment": "Record live (federated) search versus a copied index, sync interval, deletion propagation, and where the index is stored. Edit and delete one fixture document and record when answers change. A copied index adds storage location to DATA-01.", "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?" }, { "id": "sync_interval", "question": "How often does an index refresh?" }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?" }, { "id": "index_location", "question": "Where is indexed content stored?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Live connectors query the source; cloud pools copy an index to Germany.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "supported", "answer": "Native connectors fetch live; cloud data pools index imported documents.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "supported", "answer": "Cloud import runs every 15 minutes.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "unknown", "answer": "How quickly does a deleted document disappear? Unknown. No edit/delete fixture was run and an end-to-end deletion-propagation bound was not verified.", "evidenceIds": [] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "supported", "answer": "Cloud pools run at Hetzner in Germany; local Outpost pools stay in the customer network.", "evidenceIds": [ "meingpt:meingpt:pools" ] } ], "limitations": [ "Unverified deletion_propagation: No edit/delete fixture was run and an end-to-end deletion-propagation bound was not verified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "productId": "onai", "claimId": "onai:KNOW-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Microsoft 365 is described as live retrieval without a second library index. Content read into a chat remains in that conversation, and no edit/delete timing was measured.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat; Flat price includes everything in Per seat. Microsoft 365 connector consent and source-account access required.", "addOns": [ "Microsoft delegated connector consent" ], "deploymentMode": null, "region": "Source data in customer Microsoft tenant; chat storage per deployment", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "live_or_indexed", "question": "Is content searched live or copied into an index?", "support": "supported", "answer": "The vendor describes live Microsoft 365 reads, no copied library and no background synchronisation. This statement does not cover uploaded knowledge-base documents.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026" ] }, { "id": "sync_interval", "question": "How often does an index refresh?", "support": "supported", "answer": "The described Microsoft 365 route has no library-index sync job; source service search freshness still depends on Microsoft.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026" ] }, { "id": "deletion_propagation", "question": "How quickly does a deleted document disappear?", "support": "unknown", "answer": "No edit/delete fixture was run. The page says material already read stays in the user’s chat, so source deletion cannot be treated as retroactive chat erasure.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026" ] }, { "id": "index_location", "question": "Where is indexed content stored?", "support": "supported", "answer": "No separate onAI Microsoft 365 library index is claimed. Retrieved content is retained in the asking user’s chat; the precise chat-storage country is separately unverified.", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026" ] } ], "limitations": [ "This is the Microsoft 365 sync model only. Uploaded knowledge collections use a separate storage/retrieval mechanism.", "Public pricing explicitly includes Microsoft 365 in Per seat and inherits it in Flat price. This establishes advertised plan scope, not a completed permission or deletion-propagation fixture." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-m365-permissions-display-20261026", "onai:review-m365-boundaries-display-20261026", "onai:review-plan-m365-display-20261026" ] } ] }, { "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": "meingpt", "claimId": "meingpt:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Source display is documented; grounding quality remains untested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "supported", "answer": "Cloud source answers always display sources and this cannot be disabled.", "evidenceIds": [ "meingpt:meingpt:pool-controls" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "Do the cited passages support the answer? Unknown. The shared multilingual corpus and question set were not run, so link correctness, cross-language retrieval and accuracy counts are unknown.", "evidenceIds": [] }, { "id": "cross_language", "question": "Does a question in one language find documents in another?", "support": "unknown", "answer": "Does a question in one language find documents in another? Unknown. The shared multilingual corpus and question set were not run, so link correctness, cross-language retrieval and accuracy counts are unknown.", "evidenceIds": [] }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?", "support": "partial", "answer": "The guide says source search reports no matching result; actual refusals were not tested.", "evidenceIds": [ "meingpt:meingpt:pools" ] }, { "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. The shared multilingual corpus and question set were not run, so link correctness, cross-language retrieval and accuracy counts are unknown.", "evidenceIds": [] } ], "limitations": [ "no_answer_behaviour: The guide says source search reports no matching result; actual refusals were not tested.", "Unverified citation_accuracy, cross_language, observed_accuracy: The shared multilingual corpus and question set were not run, so link correctness, cross-language retrieval and accuracy counts are unknown." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:pool-controls", "meingpt:meingpt:pools" ] }, { "productId": "onai", "claimId": "onai:KNOW-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "For Per seat and Flat price Microsoft 365 answers, the vendor describes numbered source citations. Grounding accuracy, abstention and cross-language retrieval remain unknown without the shared fixture.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat; Flat price includes everything in Per seat. Microsoft 365 connector consent and source-account access required.", "addOns": [ "Required Microsoft delegated consent and customer source-account access" ], "deploymentMode": null, "region": "Customer Microsoft tenant; receiving model region depends on configuration", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "citations", "question": "Are answers linked to specific sources?", "support": "supported", "answer": "For Microsoft 365 answers included in Per seat and inherited by Flat price, the vendor describes numbered links to the original email, file or chat. The illustrated conversations are examples; citation accuracy was not observed.", "evidenceIds": [ "onai:review-plan-m365-display-20261026", "onai:review-m365-boundaries-display-20261026" ] }, { "id": "citation_accuracy", "question": "Do the cited passages support the answer?", "support": "unknown", "answer": "No fixture or real source-linked answer was checked for passage support or link accuracy.", "evidenceIds": [] }, { "id": "cross_language", "question": "Does a question in one language find documents in another?", "support": "unknown", "answer": "The DE/FR/EN question set was not run against a connected corpus; interface translation does not establish cross-language retrieval quality.", "evidenceIds": [] }, { "id": "no_answer_behaviour", "question": "Does it say when the corpus has no answer?", "support": "unknown", "answer": "No no-answer corpus fixture was run; the public example does not establish reliable abstention.", "evidenceIds": [] }, { "id": "observed_accuracy", "question": "How many of the question set were answered correctly?", "support": "unknown", "answer": "No observed question-set numerator, denominator, model/settings or repeat count is available. No accuracy percentage is invented.", "evidenceIds": [] } ], "limitations": [ "This record covers Microsoft 365 source citations on the two named public offers. No observed accuracy, link verification, abstention or cross-language retrieval result is claimed." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:review-m365-boundaries-display-20261026", "onai:review-plan-m365-display-20261026" ] } ] }, { "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": "meingpt", "claimId": "meingpt:KNOW-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Personal instructions and user-specific assistant memory are documented.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "custom_instructions", "question": "Can users set persistent instructions?", "support": "supported", "answer": "Preferences store a persistent system instruction applied with workspace and assistant context.", "evidenceIds": [ "meingpt:meingpt:preferences" ] }, { "id": "cross_chat_memory", "question": "Does the product remember facts across chats?", "support": "supported", "answer": "Enabled assistants share a personal user memory store across chats, not a team store.", "evidenceIds": [ "meingpt:meingpt:memory" ] }, { "id": "user_memory_controls", "question": "Can users view, edit and delete memories?", "support": "partial", "answer": "Users view and delete one/all memories; direct editing is unavailable in settings, but an assistant can update entries.", "evidenceIds": [ "meingpt:meingpt:memory" ] }, { "id": "admin_memory_controls", "question": "Can admins turn memory off?", "support": "supported", "answer": "Admins can disable or remove Memory from the permitted tools.", "evidenceIds": [ "meingpt:meingpt:memory" ] } ], "limitations": [ "user_memory_controls: Users view and delete one/all memories; direct editing is unavailable in settings, but an assistant can update entries." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:preferences", "meingpt:meingpt:memory" ] }, { "productId": "onai", "claimId": "onai:KNOW-07", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Personal instructions that apply across all chats.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:AGT-01", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Assistants combine model, instructions, tools and knowledge, with governed creation and sharing.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "create_assistants", "question": "Can users create assistants with instructions, knowledge and tools?", "support": "supported", "answer": "The editor supports instructions, model, files, pools, connectors and built-in tools.", "evidenceIds": [ "meingpt:meingpt:assistants" ] }, { "id": "creator_permissions", "question": "Can admins limit who creates them?", "support": "supported", "answer": "Request-enabled permissions restrict assistant creation/sharing/publication by team or person; admins are exempt.", "evidenceIds": [ "meingpt:meingpt:permissions" ] }, { "id": "sharing_scope", "question": "Can assistants be shared with users, groups or everyone?", "support": "supported", "answer": "Team and direct-person assistant sharing are documented; workspace-wide publication is admin-only by default.", "evidenceIds": [ "meingpt:meingpt:permissions", "meingpt:meingpt:roles" ] }, { "id": "catalogue", "question": "Is there an internal assistant directory?", "support": "supported", "answer": "The navigation lists personal assistants and shared resources.", "evidenceIds": [ "meingpt:meingpt:assistants" ] }, { "id": "prompt_library", "question": "Are shared prompt templates available?", "support": "supported", "answer": "Prompt folders can be personal, workspace or department scoped.", "evidenceIds": [ "meingpt:meingpt:prompts" ] } ], "limitations": [], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:assistants", "meingpt:meingpt:permissions", "meingpt:meingpt:roles", "meingpt:meingpt:prompts" ] }, { "productId": "onai", "claimId": "onai:AGT-01", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Create your own assistants with instructions and knowledge and share them with your team.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:AGT-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": "onai", "claimId": "onai:AGT-02", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Tools and your own API actions (OpenAPI); MCP not yet.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:AGT-03", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Linkup powers cited web search and Deep Research; admins can restrict app access.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "web_search", "question": "Is web search available?", "support": "supported", "answer": "Search can be switched on in chat, is always on in MeinGPT Web and runs in the Recherche app.", "evidenceIds": [ "meingpt:meingpt:web" ] }, { "id": "admin_toggle", "question": "Can admins disable it per organisation or group?", "support": "supported", "answer": "Request-enabled per-team/person app controls include Web search.", "evidenceIds": [ "meingpt:meingpt:permissions" ] }, { "id": "search_provider", "question": "Which search provider handles queries, and where?", "support": "supported", "answer": "Linkup processes search; the register lists Azure France. Prompt terms can enter generated search queries.", "evidenceIds": [ "meingpt:meingpt:web", "meingpt:meingpt:subprocessors" ] }, { "id": "deep_research", "question": "Is multi-step research with a report available?", "support": "supported", "answer": "The research app has a user-controlled multi-step Deep Research mode.", "evidenceIds": [ "meingpt:meingpt:web" ] }, { "id": "web_citations", "question": "Are web sources cited?", "support": "supported", "answer": "Results include source previews and page references.", "evidenceIds": [ "meingpt:meingpt:web" ] } ], "limitations": [], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:web", "meingpt:meingpt:permissions", "meingpt:meingpt:subprocessors" ] }, { "productId": "onai", "claimId": "onai:AGT-03", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Web search with cited sources; admins grant it to groups.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:AGT-04", "verificationStatus": "agent-cross-checked", "support": "supported", "answer": "Multi-step workflows are documented; scheduled/event automations are request-enabled beta.", "availability": "beta", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "supported", "answer": "A project editor chains prompts with variables and per-step models, or Buddy drafts the workflow.", "evidenceIds": [ "meingpt:meingpt:workflows" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "supported", "answer": "Support enables beta tasks with daily, weekly, monthly or selected calendar schedules.", "evidenceIds": [ "meingpt:meingpt:scheduled" ] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "supported", "answer": "Beta tasks accept tokenized webhooks and task-specific email addresses.", "evidenceIds": [ "meingpt:meingpt:scheduled" ] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "supported", "answer": "Members can build with natural-language Buddy help or manual steps, subject to admin rights.", "evidenceIds": [ "meingpt:meingpt:workflows" ] } ], "limitations": [ "Workflow editor is documented separately from request-enabled beta scheduled tasks; beta is not universal plan availability." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:workflows", "meingpt:meingpt:scheduled" ] }, { "productId": "onai", "claimId": "onai:AGT-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The public site labels the native workflow engine coming soon and offers n8n/custom workflow services meanwhile.", "availability": "unknown", "delivery": "official-integration", "scope": { "surfaceIds": [ "web" ], "version": "Undated public homepage checked 2026-10-26; no native workflow release verified.", "plan": "Public n8n/custom-workflow service offer on request; plan entitlement unspecified. Native workflow engine described as coming soon.", "addOns": [], "deploymentMode": null, "region": "Workflow deployment and processing regions are not specified in the cited public homepage section.", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "workflow_builder", "question": "Is there a workflow or chain builder?", "support": "partial", "answer": "The native engine is announced as coming soon, without a release date. The current offer describes n8n integration run by onAI, the customer or a partner; no native self-service chain builder is counted as released.", "evidenceIds": [ "onai:onai:review-fix-public-workflow-scope-20261026" ] }, { "id": "scheduled_tasks", "question": "Can prompts or assistants run on a schedule?", "support": "unknown", "answer": "No user-facing scheduled-prompt service, schedule limits or plan entitlement was verified. Internal background task machinery is insufficient evidence. Search on 2026-10-26: https://onaihq.com/, https://onaihq.com/sitemap.xml, https://onaihq.com/docs/. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "event_triggers", "question": "Can external events start a workflow?", "support": "unknown", "answer": "No documented email/form/business-system trigger or executed workflow was obtained; outbound webhooks do not establish inbound workflow triggers. Search on 2026-10-26: https://onaihq.com/, https://onaihq.com/sitemap.xml, https://onaihq.com/docs/. No additional scoped evidence established this answer.", "evidenceIds": [] }, { "id": "builder_audience", "question": "Is building aimed at business users, IT or developers?", "support": "partial", "answer": "For the described n8n alternative, onAI, the customer or a partner may operate it, and onAI offers workflow construction on request. This does not specify a shipped native builder audience, schedule limits or event-trigger coverage.", "evidenceIds": [ "onai:onai:review-fix-public-workflow-scope-20261026" ] } ], "limitations": [ "workflow_builder: The native engine is announced as coming soon, without a release date. The current offer describes n8n integration run by onAI, the customer or a partner; no native self-service chain builder is counted as released.", "scheduled_tasks: No user-facing scheduled-prompt service, schedule limits or plan entitlement was verified. Internal background task machinery is insufficient evidence. Search on 2026-10-26: https://onaihq.com/, https://onaihq.com/sitemap.xml, https://onaihq.com/docs/. No additional scoped evidence established this answer.", "event_triggers: No documented email/form/business-system trigger or executed workflow was obtained; outbound webhooks do not establish inbound workflow triggers. Search on 2026-10-26: https://onaihq.com/, https://onaihq.com/sitemap.xml, https://onaihq.com/docs/. No additional scoped evidence established this answer.", "builder_audience: For the described n8n alternative, onAI, the customer or a partner may operate it, and onAI offers workflow construction on request. This does not specify a shipped native builder audience, schedule limits or event-trigger coverage.", "The public homepage is undated and combines a future native engine with an on-request service alternative. No public deployment/version or Per seat/Flat price workflow entitlement was established." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:onai:review-fix-public-workflow-scope-20261026" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "workflows", "statement": "We build workflows and automations as a service; a self-service builder is in progress.", "assertedAt": "2026-10-23" } } ] }, { "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": "meingpt", "claimId": "meingpt:AGT-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Assistants can execute successive tool calls, show progress and stop; per-action confirmation is absent.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "agent_mode", "question": "Is there an agent mode for multi-step tasks?", "support": "supported", "answer": "Assistant tools run multiple sequential steps within a response and stop at a bounded tool-call budget.", "evidenceIds": [ "meingpt:meingpt:assistants" ] }, { "id": "visible_steps", "question": "Are steps and tool calls shown?", "support": "supported", "answer": "Tool/reasoning steps and progress are shown in chat.", "evidenceIds": [ "meingpt:meingpt:assistants", "meingpt:meingpt:chat" ] }, { "id": "side_effect_confirmation", "question": "Must the user confirm actions with side effects?", "support": "unsupported", "answer": "No built-in method-specific permission popup exists at runtime; admin-approved write/dangerous methods can run without an additional dialog.", "evidenceIds": [ "meingpt:meingpt:tools" ] }, { "id": "stop_control", "question": "Can the user stop a running task?", "support": "supported", "answer": "The input button changes to Abbrechen and stops response generation while preserving text.", "evidenceIds": [ "meingpt:meingpt:chat" ] } ], "limitations": [ "side_effect_confirmation: No built-in method-specific permission popup exists at runtime; admin-approved write/dangerous methods can run without an additional dialog." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:assistants", "meingpt:meingpt:chat", "meingpt:meingpt:tools" ] }, { "productId": "onai", "claimId": "onai:AGT-05", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "No separate autonomous agent mode; tools run in the normal chat.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:AGT-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Enterprise-enabled APIs cover chat, assistants and workflows with model and budget enforcement.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise API, explicitly enabled; no public add-on price", "addOns": [ "Enterprise API" ], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "api", "name": "meinGPT Enterprise API", "type": "api" } ] }, "questions": [ { "id": "chat_api", "question": "Is there an API for chat and assistants?", "support": "supported", "answer": "Bearer-key chat completions, assistants, workflow runs, embeddings and transcription are documented; personal keys require Enterprise enablement.", "evidenceIds": [ "meingpt:meingpt:api", "meingpt:meingpt:outlook" ] }, { "id": "knowledge_api", "question": "Can documents be loaded through an API?", "support": "unknown", "answer": "Can documents be loaded through an API? Unknown. A knowledge-ingestion API and product MCP-server endpoint were not established in the API guide.", "evidenceIds": [] }, { "id": "api_governance", "question": "Do audit, budgets and model rules apply to API use?", "support": "partial", "answer": "Model permission failures return 403; API has a separate personal budget and shared token-rate ceilings; compliance-content logging coverage was not fully established.", "evidenceIds": [ "meingpt:meingpt:api", "meingpt:meingpt:config", "meingpt:meingpt:audit" ] }, { "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. A knowledge-ingestion API and product MCP-server endpoint were not established in the API guide.", "evidenceIds": [] } ], "limitations": [ "api_governance: Model permission failures return 403; API has a separate personal budget and shared token-rate ceilings; compliance-content logging coverage was not fully established.", "Unverified knowledge_api, mcp_server: A knowledge-ingestion API and product MCP-server endpoint were not established in the API guide." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:api", "meingpt:meingpt:outlook", "meingpt:meingpt:config", "meingpt:meingpt:audit" ] }, { "productId": "onai", "claimId": "onai:AGT-06", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "API for chat and document processing on request.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The platform is browser-based; Outlook has a separate centrally deployed add-in.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "outlook", "api" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise web workspace; Outlook add-in requires Enterprise API enablement and personal API key", "addOns": [ "Enterprise API enabled for Outlook add-in" ], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" }, { "id": "outlook", "name": "meinGPT Outlook add-in", "type": "office-add-in" }, { "id": "api", "name": "meinGPT Enterprise API", "type": "api" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "The terms define a browser-accessible workspace.", "evidenceIds": [ "meingpt:meingpt:terms" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "Windows and macOS apps? Unknown. No first-party native Windows/macOS/iOS/Android workspace client or browser-extension support matrix was located in the user guide, client setup or official site search; mobile parity was not tested.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "unknown", "answer": "iOS and Android apps with SSO? Unknown. No first-party native Windows/macOS/iOS/Android workspace client or browser-extension support matrix was located in the user guide, client setup or official site search; mobile parity was not tested.", "evidenceIds": [] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "unknown", "answer": "Is there a browser extension or sidebar? Unknown. No first-party native Windows/macOS/iOS/Android workspace client or browser-extension support matrix was located in the user guide, client setup or official site search; mobile parity was not tested.", "evidenceIds": [] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "partial", "answer": "The Enterprise API-enabled Outlook add-in can be assigned to users/groups through Microsoft365 integrated apps. It supports Outlook web, Windows classic/new and Mac; each user needs a personal meinGPT API key. General desktop/mobile MDM configuration was not established.", "evidenceIds": [ "meingpt:meingpt:outlook" ] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "unknown", "answer": "Which features are missing on mobile? Unknown. No first-party native Windows/macOS/iOS/Android workspace client or browser-extension support matrix was located in the user guide, client setup or official site search; mobile parity was not tested.", "evidenceIds": [] } ], "limitations": [ "managed_deployment: The Outlook add-in can be assigned to users or groups in Microsoft 365 integrated apps; general desktop/mobile MDM configuration was not found.", "Unverified desktop_apps, mobile_apps, browser_extension, client_feature_gaps: No first-party native Windows/macOS/iOS/Android workspace client or browser-extension support matrix was located in the user guide, client setup or official site search; mobile parity was not tested." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:outlook" ] }, { "productId": "onai", "claimId": "onai:WORK-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The vendor offers a browser workspace requiring no installation. Native clients, extensions and managed deployment support remain unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat and Flat price web workspace offers", "addOns": [], "deploymentMode": null, "region": "Unspecified by source", "os": [ "Browser; operating system unspecified" ], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "web", "question": "Is a full web client available?", "support": "supported", "answer": "The public AI Tools section describes the employee workspace running in a current browser with nothing to install.", "evidenceIds": [ "onai:public-web-client" ] }, { "id": "desktop_apps", "question": "Windows and macOS apps?", "support": "unknown", "answer": "No first-party Windows/macOS native client download, company-SSO support table or desktop fixture was located.", "evidenceIds": [] }, { "id": "mobile_apps", "question": "iOS and Android apps with SSO?", "support": "unknown", "answer": "No iOS/Android native app listing or mobile SSO fixture was verified. A responsive website would not establish native apps.", "evidenceIds": [] }, { "id": "browser_extension", "question": "Is there a browser extension or sidebar?", "support": "unknown", "answer": "No browser extension/sidebar release or installation instructions were located on the public product page or sitemap.", "evidenceIds": [] }, { "id": "managed_deployment", "question": "Can IT deploy and configure clients through MDM?", "support": "unknown", "answer": "No MDM/Intune deployment package, policy guide or client configuration profile was obtained.", "evidenceIds": [] }, { "id": "client_feature_gaps", "question": "Which features are missing on mobile?", "support": "unknown", "answer": "No matched desktop/mobile-browser/native-client fixture was run; no cross-client feature parity claim is made.", "evidenceIds": [] } ], "limitations": [ "Only browser access is established by public copy. No native-client absence is inferred from missing listings." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-web-client" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "simplicity", "statement": "An uncluttered interface without technical settings. At Manor, hundreds of employees use onAI every day.", "assertedAt": "2026-10-22" } } ] }, { "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": "meingpt", "claimId": "meingpt:WORK-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A documented Outlook add-in operates in the received-message view and needs Enterprise API access.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "outlook" ], "version": "Public documentation checked 2026-10-21", "plan": "Enterprise API enabled workspace", "addOns": [ "Enterprise API" ], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "outlook", "name": "meinGPT Outlook add-in", "type": "office-add-in" } ] }, "questions": [ { "id": "word_excel_powerpoint", "question": "Does it work inside Word, Excel and PowerPoint?", "support": "unknown", "answer": "Does it work inside Word, Excel and PowerPoint? Unknown. Word/Excel/PowerPoint/Teams or Google-editor in-app extensions were not established; connectors that read their content are recorded in KNOW-03.", "evidenceIds": [] }, { "id": "outlook", "question": "Does it work inside Outlook?", "support": "supported", "answer": "Outlook Web, Windows classic/new and Mac support summarizing the selected received email and drafting replies; compose view is excluded.", "evidenceIds": [ "meingpt:meingpt:outlook" ] }, { "id": "teams", "question": "Is there a Teams app or bot?", "support": "unknown", "answer": "Is there a Teams app or bot? Unknown. Word/Excel/PowerPoint/Teams or Google-editor in-app extensions were not established; connectors that read their content are recorded in KNOW-03.", "evidenceIds": [] }, { "id": "google_workspace_apps", "question": "Does it work inside Docs, Sheets or Gmail?", "support": "unknown", "answer": "Does it work inside Docs, Sheets or Gmail? Unknown. Word/Excel/PowerPoint/Teams or Google-editor in-app extensions were not established; connectors that read their content are recorded in KNOW-03.", "evidenceIds": [] }, { "id": "licence_prerequisites", "question": "Which licences or consents are needed?", "support": "partial", "answer": "Personal meinGPT API key and Enterprise API enablement are required; tenant admins can centrally deploy the add-in. A separate Microsoft licence price is not stated.", "evidenceIds": [ "meingpt:meingpt:outlook" ] } ], "limitations": [ "licence_prerequisites: Personal meinGPT API key and Enterprise API enablement are required; tenant admins can centrally deploy the add-in. A separate Microsoft licence price is not stated.", "Unverified word_excel_powerpoint, teams, google_workspace_apps: Word/Excel/PowerPoint/Teams or Google-editor in-app extensions were not established; connectors that read their content are recorded in KNOW-03." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:outlook" ] }, { "productId": "onai", "claimId": "onai:WORK-02", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Outlook and Excel add-ins in preparation; Microsoft 365 is connected live.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "WORK-03", "title": "Translation and writing", "group": { "id": 4, "name": "Daily work" }, "judgment": "Record document translation preserving layout, the translation engine (LLM or dedicated such as DeepL), glossaries, formality control, supported languages including Swiss German conventions (no ß), and rewriting/proofreading tools. Translate the shared German contract into French and Italian and record layout and glossary results.", "questions": [ { "id": "document_translation", "question": "Can whole documents be translated with formatting kept?" }, { "id": "translation_engine", "question": "Which engine translates?" }, { "id": "glossaries", "question": "Are company glossaries supported?" }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?" }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:WORK-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dedicated text/document translation uses EU Google/DeepL routes and managed glossaries.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "document_translation", "question": "Can whole documents be translated with formatting kept?", "support": "partial", "answer": "DeepL document translation preserves layout for DOC/DOCX, PPT/PPTX, XLS/XLSX, PDF, HTML, TXT, SRT and XLIFF. Layout quality was not fixture-tested.", "evidenceIds": [ "meingpt:meingpt:translation" ] }, { "id": "translation_engine", "question": "Which engine translates?", "support": "supported", "answer": "Default Google Cloud Translate for text and DeepL for documents; own DeepL key switches both to DeepL.", "evidenceIds": [ "meingpt:meingpt:translation" ] }, { "id": "glossaries", "question": "Are company glossaries supported?", "support": "supported", "answer": "Workspace admins create per-language-pair glossaries and import CSV; exact word forms must match.", "evidenceIds": [ "meingpt:meingpt:translation" ] }, { "id": "formality_and_variants", "question": "Can formality and regional variants (de-CH) be set?", "support": "unknown", "answer": "Can formality and regional variants (de-CH) be set? Unknown. Formality settings within the translator and guaranteed de-CH spelling were not established; no DE-to-FR/IT contract fixture was translated.", "evidenceIds": [] }, { "id": "writing_tools", "question": "Are dedicated rewrite and proofreading tools available?", "support": "partial", "answer": "Quick Actions rewrite answers, including more formal and improve options.", "evidenceIds": [ "meingpt:meingpt:chat" ] } ], "limitations": [ "document_translation: DeepL document translation preserves layout for DOC/DOCX, PPT/PPTX, XLS/XLSX, PDF, HTML, TXT, SRT and XLIFF. Layout quality was not fixture-tested.", "writing_tools: Quick Actions rewrite answers, including more formal and improve options.", "Unverified formality_and_variants: Formality settings within the translator and guaranteed de-CH spelling were not established; no DE-to-FR/IT contract fixture was translated." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:translation", "meingpt:meingpt:chat" ] }, { "productId": "onai", "claimId": "onai:WORK-03", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Translation with DeepL: documents with their layout, glossaries, formal or informal address. Plus adjusting style and tone.", "statedBy": "onAI", "assertedAt": "2026-10-22", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:WORK-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Twelve named image variants include reference editing with administrator model controls.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "image_generation", "question": "Can users generate images, with which models?", "support": "supported", "answer": "FLUX.2 Klein/Pro/Flex/Max, FLUX 1.1 Pro, FLUX.1 Kontext Max; GPT Image 1/Mini/1.5/2; Gemini 2.5 Flash Image and 3 Pro Image.", "evidenceIds": [ "meingpt:meingpt:images" ] }, { "id": "image_editing", "question": "Can users edit uploaded images?", "support": "partial", "answer": "Reference image generation supports model-dependent uploads; app lacks post-generation crop/color editing.", "evidenceIds": [ "meingpt:meingpt:images" ] }, { "id": "admin_control", "question": "Can admins restrict image generation?", "support": "supported", "answer": "Admins enable models and default; request-enabled permissions can restrict Image app use by teams or persons.", "evidenceIds": [ "meingpt:meingpt:image-admin", "meingpt:meingpt:permissions" ] }, { "id": "usage_terms", "question": "What usage rights apply to output?", "support": "partial", "answer": "Terms warn third-party output may carry rights; no blanket unrestricted-use warranty is made. C2PA metadata labels generated output.", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:images" ] } ], "limitations": [ "image_editing: Reference image generation supports model-dependent uploads; app lacks post-generation crop/color editing.", "usage_terms: Terms warn third-party output may carry rights; no blanket unrestricted-use warranty is made. C2PA metadata labels generated output." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:images", "meingpt:meingpt:image-admin", "meingpt:meingpt:permissions", "meingpt:meingpt:terms" ] }, { "productId": "onai", "claimId": "onai:WORK-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Image Studio advertises several image models, prompt-based editing and administrator controls. Its cost examples and commercial-use statement are vendor claims.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Image Studio listed in Per seat and Flat price; model entitlements unspecified", "addOns": [], "deploymentMode": null, "region": "Provider dependent; EU-only optional tier described separately", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "image_generation", "question": "Can users generate images, with which models?", "support": "supported", "answer": "The page lists GPT Image, Nano Banana Pro, Imagen 4 and FLUX.3, with up to three selected models per prompt and an estimated provider cost shown before generation. Exact version IDs and live plan entitlements were not tested.", "evidenceIds": [ "onai:public-images" ] }, { "id": "image_editing", "question": "Can users edit uploaded images?", "support": "supported", "answer": "The page describes editing an uploaded image or a previous result using a text instruction and shows image-editing models. Inpainting masks and per-model limits were not verified.", "evidenceIds": [ "onai:public-images" ] }, { "id": "admin_control", "question": "Can admins restrict image generation?", "support": "supported", "answer": "Administrators are said to choose image models and which users may use them; optional personal-data filtering is described.", "evidenceIds": [ "onai:public-images" ] }, { "id": "usage_terms", "question": "What usage rights apply to output?", "support": "partial", "answer": "The vendor says generated images may be used commercially. It does not supply model-specific output licences, indemnities or restrictions in this section.", "evidenceIds": [ "onai:public-image-rights" ] } ], "limitations": [ "Displayed prices and timings are illustrative UI examples, not a general price list or measured benchmark. No provider-specific output-rights contract was reviewed." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-image-rights", "onai:public-images" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "images", "statement": "The leading image models from OpenAI, Google, Black Forest Labs and xAI in one studio: one prompt to up to three models side by side, styles with automatic prompt enhancement, editing with up to ten reference images, cost shown before generating.", "assertedAt": "2026-10-22" } } ] }, { "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": "meingpt", "claimId": "meingpt:WORK-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Dictation and meeting transcription are documented; speech quality was not tested.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "dictation", "question": "Can users dictate prompts?", "support": "supported", "answer": "A microphone transcribes prompts into the input field.", "evidenceIds": [ "meingpt:meingpt:chat" ] }, { "id": "read_aloud", "question": "Can answers be read aloud?", "support": "unknown", "answer": "Can answers be read aloud? Unknown. No first-party complete read-aloud/live-voice plan and language matrix or Swiss German recognition 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 first-party complete read-aloud/live-voice plan and language matrix or Swiss German recognition fixture was established.", "evidenceIds": [] }, { "id": "meeting_summaries", "question": "Are meetings transcribed and summarised?", "support": "supported", "answer": "Audio/video/transcript uploads and meeting-bot notes are documented; storage Hetzner Germany, Gladia transcription France, Vertex EU summaries.", "evidenceIds": [ "meingpt:meingpt:meeting" ] }, { "id": "swiss_german_speech", "question": "Is Swiss German speech recognised?", "support": "unknown", "answer": "Is Swiss German speech recognised? Unknown. No first-party complete read-aloud/live-voice plan and language matrix or Swiss German recognition fixture was established.", "evidenceIds": [] } ], "limitations": [ "Unverified read_aloud, voice_conversation, swiss_german_speech: No first-party complete read-aloud/live-voice plan and language matrix or Swiss German recognition fixture was established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:chat", "meingpt:meingpt:meeting" ] }, { "productId": "onai", "claimId": "onai:WORK-05", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Voice input with transcription, and answers read aloud.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:WORK-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "An isolated EU sandbox executes analysis code and generates downloadable Office files.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "data_analysis", "question": "Can it analyse spreadsheets with executed code?", "support": "supported", "answer": "Python/JavaScript sandbox reads original spreadsheets with pandas/openpyxl and executes code.", "evidenceIds": [ "meingpt:meingpt:sandbox" ] }, { "id": "charts", "question": "Can it produce charts?", "support": "supported", "answer": "Executed matplotlib charts can be returned as PNG.", "evidenceIds": [ "meingpt:meingpt:sandbox" ] }, { "id": "office_file_output", "question": "Can it create Word, Excel or PowerPoint files?", "support": "supported", "answer": "Sandbox libraries support DOCX/XLSX/PPTX; workflows also generate Word/PDF/Excel/CSV/PowerPoint/JSON.", "evidenceIds": [ "meingpt:meingpt:sandbox", "meingpt:meingpt:workflows" ] }, { "id": "canvas_editing", "question": "Is there a document or canvas editor for iterating on output?", "support": "partial", "answer": "Downloaded artifacts and an Excel editor exist; editor changes stay local until downloaded and the chat card keeps the original.", "evidenceIds": [ "meingpt:meingpt:sandbox" ] } ], "limitations": [ "canvas_editing: Downloaded artifacts and an Excel editor exist; editor changes stay local until downloaded and the chat card keeps the original." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:sandbox", "meingpt:meingpt:workflows" ] }, { "productId": "onai", "claimId": "onai:WORK-06", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Code execution (Python) for data analysis and charts.", "statedBy": "onAI", "assertedAt": "2026-10-23", "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": "meingpt", "claimId": "meingpt:WORK-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Chat links and shared projects exist; projects preserve private member chat histories.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "share_chats", "question": "Can chats be shared inside the organisation?", "support": "supported", "answer": "A share toggle creates a link displaying the shared conversation.", "evidenceIds": [ "meingpt:meingpt:chat" ] }, { "id": "team_spaces", "question": "Are shared projects or workspaces available?", "support": "supported", "answer": "Projects share instructions and workflows with Owner/Editor/Member roles.", "evidenceIds": [ "meingpt:meingpt:projects" ] }, { "id": "group_chat", "question": "Can several people chat together with the AI?", "support": "partial", "answer": "Within Projects,each member has a separate private chat list. Simultaneous multi-user group conversation elsewhere was not established.", "evidenceIds": [ "meingpt:meingpt:projects" ] }, { "id": "share_permission_boundary", "question": "Does sharing respect the recipient's access to sources?", "support": "unknown", "answer": "Does sharing respect the recipient's access to sources? Unknown. No cross-group chat-sharing test was run; recipient access to source attachments and restricted knowledge was not verified.", "evidenceIds": [] } ], "limitations": [ "group_chat: Each project member has a separate private chat list; shared project chats are not a simultaneous group conversation.", "Unverified share_permission_boundary: No cross-group chat-sharing test was run; recipient access to source attachments and restricted knowledge was not verified.", "Project chat privacy does not prove absence of every group-chat surface." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:chat", "meingpt:meingpt:projects" ] }, { "productId": "onai", "claimId": "onai:WORK-07", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Share chats with colleagues by link.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:WORK-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Platform-language choice exists, but the full UI and accessibility matrix remains unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "ui_languages", "question": "Which UI languages are offered?", "support": "partial", "answer": "Preferences provide a platform-language selector distinct from response language; a complete named language list is not published on this page.", "evidenceIds": [ "meingpt:meingpt:preferences" ] }, { "id": "dach_language_quality", "question": "Are German, French and Italian UIs complete and natural?", "support": "unknown", "answer": "Are German, French and Italian UIs complete and natural? Unknown. No authenticated DE/FR/IT/EN UI inspection or WCAG conformance statement was located in the user guide or security pages; admin language completeness is untested.", "evidenceIds": [] }, { "id": "accessibility_statement", "question": "Is there a WCAG conformance statement?", "support": "unknown", "answer": "Is there a WCAG conformance statement? Unknown. No authenticated DE/FR/IT/EN UI inspection or WCAG conformance statement was located in the user guide or security pages; admin language completeness is untested.", "evidenceIds": [] }, { "id": "admin_ui_languages", "question": "Is the admin interface available in German?", "support": "unknown", "answer": "Is the admin interface available in German? Unknown. No authenticated DE/FR/IT/EN UI inspection or WCAG conformance statement was located in the user guide or security pages; admin language completeness is untested.", "evidenceIds": [] } ], "limitations": [ "ui_languages: Preferences provide a platform-language selector distinct from response language; a complete named language list is not published on this page.", "Unverified dach_language_quality, accessibility_statement, admin_ui_languages: No authenticated DE/FR/IT/EN UI inspection or WCAG conformance statement was located in the user guide or security pages; admin language completeness is untested." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:preferences" ] }, { "productId": "onai", "claimId": "onai:WORK-08", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Interface in German and English, more languages in preparation.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "id": "ADM-01", "title": "Single sign-on and authentication", "group": { "id": 5, "name": "Administration and governance" }, "judgment": "Record SAML, OIDC, Microsoft Entra ID, Google, LDAP, MFA enforcement, conditional-access compatibility, domain verification and plan restrictions. Test one SSO login on a trial where possible.", "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?" }, { "id": "sso_plan", "question": "Which plan includes SSO?" }, { "id": "mfa", "question": "Can MFA be enforced?" }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?" }, { "id": "domain_capture", "question": "Can the company claim its email domain?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:ADM-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Microsoft/Google login is included; custom OIDC is enabled on request and SAML is excluded.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "supported", "answer": "Google and Microsoft sign-in plus custom OpenID Connect for Entra, Keycloak, Okta, PingFederate and Authentik. SAML is not supported.", "evidenceIds": [ "meingpt:meingpt:sso" ] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "partial", "answer": "Platform pricing includes Microsoft/Google/Magic Link; own OIDC needs workspace enablement, while Governance prices Entra group sync and provisioning. Exact custom-OIDC fee is not stated.", "evidenceIds": [ "meingpt:meingpt:sso", "meingpt:meingpt:prices" ] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "supported", "answer": "MFA is enforced at the customer IdP; disabling a user prevents new sign-ins but does not immediately invalidate an existing session.", "evidenceIds": [ "meingpt:meingpt:sso" ] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "supported", "answer": "Customer IdP controls Conditional Access. Existing sessions expire normally unless separately removing the membership.", "evidenceIds": [ "meingpt:meingpt:sso" ] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "supported", "answer": "DNS TXT verification enables domain auto-join and optional rejection of invitations into other workspaces; existing external memberships remain.", "evidenceIds": [ "meingpt:meingpt:sso" ] } ], "limitations": [ "sso_plan: Platform pricing includes Microsoft/Google/Magic Link; own OIDC needs workspace enablement, while Governance prices Entra group sync and provisioning. Exact custom-OIDC fee is not stated." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:sso", "meingpt:meingpt:prices" ] }, { "productId": "onai", "claimId": "onai:ADM-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public copy offers Microsoft, Google, OIDC and LDAP sign-in, with published plan differences. Native SAML, MFA enforcement and conditional-access behavior were not verified.", "availability": "unknown", "delivery": "official-integration", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat: Microsoft/Google; Flat price: Microsoft/Google/OIDC/LDAP", "addOns": [], "deploymentMode": null, "region": "Identity-provider and deployment regions unspecified", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "sso_protocols", "question": "Which SSO protocols and identity providers work?", "support": "supported", "answer": "The current page lists Microsoft Entra ID, Google, any OpenID Connect provider and LDAP. It does not establish native SAML support; generic corporate SSO language is insufficient.", "evidenceIds": [ "onai:public-pricing-display-20261026" ] }, { "id": "sso_plan", "question": "Which plan includes SSO?", "support": "supported", "answer": "Per seat lists Entra ID and Google. Flat price lists Entra ID, Google, OIDC and LDAP. These are published offer terms, not an executed SSO fixture.", "evidenceIds": [ "onai:public-pricing-display-20261026" ] }, { "id": "mfa", "question": "Can MFA be enforced?", "support": "unknown", "answer": "No onAI-native MFA requirement or tenant-enforced IdP-MFA setup was verified. IdP capabilities are not automatically onAI enforcement.", "evidenceIds": [] }, { "id": "conditional_access", "question": "Do Entra conditional-access policies apply?", "support": "unknown", "answer": "No Entra conditional-access compatibility statement or test policy/login result was obtained.", "evidenceIds": [] }, { "id": "domain_capture", "question": "Can the company claim its email domain?", "support": "unknown", "answer": "No domain-claim/verification workflow, automatic capture policy or ownership-transfer fixture was established from public material.", "evidenceIds": [] } ], "limitations": [ "No successful login or policy enforcement fixture was run. SAML and MFA are left unknown rather than inferred from corporate-login marketing." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-pricing-display-20261026" ] } ] }, { "id": "ADM-02", "title": "User provisioning and lifecycle", "group": { "id": 5, "name": "Administration and governance" }, "judgment": "Record SCIM, just-in-time provisioning, group sync from the identity provider, deprovisioning effects (chats, assistants, knowledge ownership transfer) and licence assignment. Deprovision a test user and record what happens to their content.", "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?" }, { "id": "group_sync", "question": "Are identity-provider groups synced?" }, { "id": "jit_provisioning", "question": "Are users created at first login?" }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?" }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?" } ], "products": [ { "productId": "meingpt", "claimId": "meingpt:ADM-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Governance includes SCIM; user provisioning and login-time group sync have separate effects.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform plus Governance provisioning add-on", "addOns": [ "Governance" ], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "scim", "question": "Is SCIM provisioning supported?", "support": "supported", "answer": "Entra SCIM v1 creates/updates/deactivates users, requires a verified domain and workspace enablement, and replaces manual invitations.", "evidenceIds": [ "meingpt:meingpt:scim", "meingpt:meingpt:prices" ] }, { "id": "group_sync", "question": "Are identity-provider groups synced?", "support": "partial", "answer": "Entra group-to-team synchronization is separate from user-only SCIM and adds memberships on login. It is not a general bidirectional SCIM-group sync.", "evidenceIds": [ "meingpt:meingpt:scim", "meingpt:meingpt:sso" ] }, { "id": "jit_provisioning", "question": "Are users created at first login?", "support": "supported", "answer": "Custom OIDC can join a verified-domain workspace on first authenticated login; plain Microsoft sign-in alone does not grant workspace membership.", "evidenceIds": [ "meingpt:meingpt:sso", "meingpt:meingpt:scim" ] }, { "id": "deprovisioning", "question": "What happens to a removed user's data and shared assets?", "support": "partial", "answer": "SCIM deactivates membership, preserves data and releases the seat. Shared-asset transfer behavior was not trial-tested.", "evidenceIds": [ "meingpt:meingpt:scim" ] }, { "id": "seat_assignment", "question": "Can admins assign and reclaim seats?", "support": "supported", "answer": "New SCIM users start as unlicensed viewers unless automatic seat assignment is on; admins can assign seats.", "evidenceIds": [ "meingpt:meingpt:scim" ] } ], "limitations": [ "group_sync: Entra group-to-team synchronization is separate from user-only SCIM and adds memberships on login. It is not a general bidirectional SCIM-group sync.", "deprovisioning: SCIM deactivates membership, preserves data and releases the seat. Shared-asset transfer behavior was not trial-tested." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:scim", "meingpt:meingpt:prices", "meingpt:meingpt:sso" ] }, { "productId": "onai", "claimId": "onai:ADM-02", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Users are created automatically at their first SSO sign-in and groups come from the directory; no SCIM.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:ADM-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Role and group controls include request-enabled app permissions and model restrictions.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_roles", "question": "Which admin roles exist, and can admin rights be delegated?", "support": "supported", "answer": "Admin, Member and Viewer; unlimited workspace admins and separate team administrators are documented. Workspace admins consume a seat and bypass restrictions.", "evidenceIds": [ "meingpt:meingpt:roles", "meingpt:meingpt:permissions" ] }, { "id": "groups", "question": "Can permissions be set per group?", "support": "supported", "answer": "Teams control shared resources and models; admins see all team-shared assets.", "evidenceIds": [ "meingpt:meingpt:roles", "meingpt:meingpt:config" ] }, { "id": "feature_toggles", "question": "Which features can be switched on or off per group?", "support": "supported", "answer": "Request-enabled controls restrict image, meeting notes/bot, translation, web, Voice Agent, Buddy and automation use by teams or persons.", "evidenceIds": [ "meingpt:meingpt:permissions" ] }, { "id": "multi_entity", "question": "Can subsidiaries or departments be separated within one contract?", "support": "partial", "answer": "Multiple workspaces can represent separate companies, but each has separate credit and billing; a unified multi-entity contract was not established.", "evidenceIds": [ "meingpt:meingpt:sso" ] } ], "limitations": [ "multi_entity: Multiple workspaces can represent separate companies, but each has separate credit and billing; a unified multi-entity contract was not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:roles", "meingpt:meingpt:permissions", "meingpt:meingpt:config", "meingpt:meingpt:sso" ] }, { "productId": "onai", "claimId": "onai:ADM-03", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Roles and groups; admins decide per group which features (for example Image Studio, translator, web search) are used.", "statedBy": "onAI", "assertedAt": "2026-10-22", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:ADM-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Adoption metrics and cost CSVs have team and anonymization options.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "adoption_dashboard", "question": "Is there an adoption dashboard?", "support": "supported", "answer": "Cockpit lists prompts, active users, daily prompts/workflow runs and popular workflows.", "evidenceIds": [ "meingpt:meingpt:analytics" ] }, { "id": "breakdowns", "question": "Can usage be broken down by group, model, feature and assistant?", "support": "partial", "answer": "Usage-based plans report costs by user, team, model and platform/API; complete assistant/feature breakdown is not demonstrated.", "evidenceIds": [ "meingpt:meingpt:analytics" ] }, { "id": "export", "question": "Can usage data be exported?", "support": "supported", "answer": "User/team cost statistics export to CSV.", "evidenceIds": [ "meingpt:meingpt:analytics" ] }, { "id": "privacy_modes", "question": "Can per-person reporting be limited or pseudonymised?", "support": "supported", "answer": "Metric anonymization replaces names with IDs; top-user metrics depend on that setting.", "evidenceIds": [ "meingpt:meingpt:analytics" ] } ], "limitations": [ "breakdowns: Usage-based plans report costs by user, team, model and platform/API; complete assistant/feature breakdown is not demonstrated." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:analytics" ] }, { "productId": "onai", "claimId": "onai:ADM-04", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Usage reports by model, feature and person.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:ADM-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Personal category budgets and pooled credit provide controls with documented exceptions.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_visibility", "question": "Can admins see cost or consumption per user and group?", "support": "supported", "answer": "Usage-based plans show EUR costs per user/model and team, separately for platform and API.", "evidenceIds": [ "meingpt:meingpt:analytics" ] }, { "id": "budgets", "question": "Can budgets be set per user or group?", "support": "supported", "answer": "Six personal usage levels configure monthly budgets across five categories and are assigned singly or in bulk.", "evidenceIds": [ "meingpt:meingpt:limits" ] }, { "id": "budget_enforcement", "question": "Does reaching a budget alert, block or downgrade?", "support": "partial", "answer": "Zero blocks new category use and API exhaustion returns 403; running meeting bots can overshoot and automated runs are outside personal categories.", "evidenceIds": [ "meingpt:meingpt:limits", "meingpt:meingpt:api" ] }, { "id": "chargeback", "question": "Can costs be exported per cost centre?", "support": "partial", "answer": "CSV cost exports exist by user/team; formal cost-centre coding is not established.", "evidenceIds": [ "meingpt:meingpt:analytics" ] } ], "limitations": [ "budget_enforcement: Zero blocks new category use and API exhaustion returns 403; running meeting bots can overshoot and automated runs are outside personal categories.", "chargeback: CSV cost exports exist by user/team; formal cost-centre coding is not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:analytics", "meingpt:meingpt:limits", "meingpt:meingpt:api" ] }, { "productId": "onai", "claimId": "onai:ADM-05", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Cost limits per organisation and per person.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:ADM-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Administrative change exports and a separate Outpost search log have distinct retention.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "admin_events", "question": "Are admin and security events logged?", "support": "partial", "answer": "Administrative settings and SCIM changes are logged with actor and changes; a login/security-event coverage inventory and tamper-evidence model were not found.", "evidenceIds": [ "meingpt:meingpt:audit", "meingpt:meingpt:scim" ] }, { "id": "content_logging", "question": "Can prompts and answers be retained for compliance, and is it configurable?", "support": "partial", "answer": "The settings-change log explicitly excludes conversation contents; a separate API-logging setting exists but prompt/response compliance-retention coverage is unclear.", "evidenceIds": [ "meingpt:meingpt:audit" ] }, { "id": "siem_export", "question": "Can logs stream to a SIEM or be exported?", "support": "partial", "answer": "CSV/JSON filtered audit export, 10000 entries/20 MiB/two minutes per export; SIEM streaming is not established.", "evidenceIds": [ "meingpt:meingpt:audit-export" ] }, { "id": "ediscovery", "question": "Are eDiscovery and legal hold supported?", "support": "unknown", "answer": "Are eDiscovery and legal hold supported? Unknown. No legal-hold or eDiscovery documentation was located; immutable audit storage and full content-logging configuration were not established.", "evidenceIds": [] }, { "id": "log_retention", "question": "How long are logs kept?", "support": "supported", "answer": "Administrative settings changes are retained indefinitely; Governance Outpost query records are retained 90 days from enablement.", "evidenceIds": [ "meingpt:meingpt:audit" ] } ], "limitations": [ "admin_events: Administrative settings and SCIM changes are logged with actor and changes; a login/security-event coverage inventory and tamper-evidence model were not found.", "content_logging: The settings-change log explicitly excludes conversation contents; a separate API-logging setting exists but prompt/response compliance-retention coverage is unclear.", "siem_export: CSV/JSON filtered audit export, 10000 entries/20 MiB/two minutes per export; SIEM streaming is not established.", "Unverified ediscovery: No legal-hold or eDiscovery documentation was located; immutable audit storage and full content-logging configuration were not established." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:audit", "meingpt:meingpt:scim", "meingpt:meingpt:audit-export" ] }, { "productId": "onai", "claimId": "onai:ADM-06", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Audit logging can be switched on; a built-in SIEM connection is not included.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:ADM-07", "verificationStatus": "not-published", "support": "not-published", "answer": "We found no public information on this. A missing finding is not evidence that the product lacks the capability.", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] }, { "productId": "onai", "claimId": "onai:ADM-07", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "For selected web search providers and image models, automatic redaction of sensitive text can be switched on.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:ADM-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Workspace instructions and Governance acknowledgements are documented; policy enforcement breadth is limited.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "org_instructions", "question": "Can admins set organisation-wide instructions?", "support": "partial", "answer": "Additional Chat Context is a workspace-wide system instruction, not a guaranteed enforcement layer.", "evidenceIds": [ "meingpt:meingpt:config" ] }, { "id": "usage_notice", "question": "Can users be required to accept a usage policy?", "support": "supported", "answer": "Governance includes multilingual acceptable-use policies for acknowledgement and mandatory courses that block other pages until complete.", "evidenceIds": [ "meingpt:meingpt:prices", "meingpt:meingpt:audit" ] }, { "id": "content_filters", "question": "Are content filters configurable?", "support": "partial", "answer": "Provider content filtering can stop output; configurable organization-wide topic filters were not established.", "evidenceIds": [ "meingpt:meingpt:api" ] }, { "id": "violation_reporting", "question": "Are policy hits visible to admins?", "support": "unknown", "answer": "Are policy hits visible to admins? Unknown. Admin policy-violation reporting was not established in Compliance Controls; no guardrail fixture was run.", "evidenceIds": [] } ], "limitations": [ "org_instructions: Additional Chat Context is a workspace-wide system instruction, not a guaranteed enforcement layer.", "content_filters: Provider content filtering can stop output; configurable organization-wide topic filters were not established.", "Unverified violation_reporting: Admin policy-violation reporting was not established in Compliance Controls; no guardrail fixture was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:config", "meingpt:meingpt:prices", "meingpt:meingpt:audit", "meingpt:meingpt:api" ] }, { "productId": "onai", "claimId": "onai:ADM-08", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Administrators set notice banners and system instructions for the AI.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Germany platform storage and model-specific EU/global routes must be scoped separately.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "storage_region", "question": "Where are chats, files and indexes stored?", "support": "supported", "answer": "Hetzner Germany hosts chats, accounts, documents and cloud indexes; register identifies Nürnberg/Falkenstein.", "evidenceIds": [ "meingpt:meingpt:pools", "meingpt:meingpt:subprocessors" ] }, { "id": "inference_region", "question": "Where do model calls run, per provider?", "support": "partial", "answer": "Azure Sweden/France, Vertex Frankfurt, Mistral France/Sweden, OpenAI EU endpoint, Nebius Finland, TensorX Ireland and other conditional routes. Some image variants remain Global; the accepted DPA governs authorized exceptions.", "evidenceIds": [ "meingpt:meingpt:subprocessors", "meingpt:meingpt:image-admin", "meingpt:meingpt:dpa" ] }, { "id": "backups_logs_region", "question": "Where are backups, logs and telemetry?", "support": "partial", "answer": "Scaleway France is conditional backup infrastructure; log/telemetry locations are not separately specified.", "evidenceIds": [ "meingpt:meingpt:subprocessors", "meingpt:meingpt:dpa" ] }, { "id": "support_access_region", "question": "From where can vendor staff access data?", "support": "unknown", "answer": "From where can vendor staff access data? Unknown. No Swiss hosting entitlement or complete geographical support-access and log/telemetry matrix was found.", "evidenceIds": [] }, { "id": "swiss_hosting", "question": "Is Swiss hosting available?", "support": "unknown", "answer": "Is Swiss hosting available? Unknown. No Swiss hosting entitlement or complete geographical support-access and log/telemetry matrix was found.", "evidenceIds": [] }, { "id": "residency_plan", "question": "Which plan or option provides residency?", "support": "partial", "answer": "DPA 2.0.1 governs new acceptance since 24 September; existing customers retain agreed versions. EU inference depends on selected/approved routes; section 4(3) permits listed/instructed third-country transfers.", "evidenceIds": [ "meingpt:meingpt:dpa-page", "meingpt:meingpt:dpa" ] } ], "limitations": [ "inference_region: Azure Sweden/France, Vertex Frankfurt, Mistral France/Sweden, OpenAI EU endpoint, Nebius Finland, TensorX Ireland and other conditional routes. Some image variants remain Global; the accepted DPA governs authorized exceptions.", "backups_logs_region: Scaleway France is conditional backup infrastructure; log/telemetry locations are not separately specified.", "residency_plan: DPA 2.0.1 governs new acceptance since 24 September; existing customers retain agreed versions. EU inference depends on selected/approved routes; section 4(3) permits listed/instructed third-country transfers.", "Unverified support_access_region, swiss_hosting: No Swiss hosting entitlement or complete geographical support-access and log/telemetry matrix was found." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:pools", "meingpt:meingpt:subprocessors", "meingpt:meingpt:image-admin", "meingpt:meingpt:dpa", "meingpt:meingpt:dpa-page" ] }, { "productId": "onai", "claimId": "onai:DATA-01", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Swiss contracting party. onAI runs on servers in Europe. On request a dedicated server, or onAI runs on your own servers (on-premises).", "statedBy": "onAI", "assertedAt": "2026-10-22", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "SaaS is offered; terms permit individually agreed on-premise use, while Outpost is a connector.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web", "outpost" ], "version": "Public documentation checked 2026-10-21", "plan": "Public SaaS; on-premise only if specifically contracted", "addOns": [], "deploymentMode": null, "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" }, { "id": "outpost", "name": "meinGPT Outpost local connector", "type": "local-connector" } ] }, "questions": [ { "id": "multi_tenant_saas", "question": "Is a shared SaaS offered?", "support": "supported", "answer": "The public web workspace and shared organization API limits establish the managed SaaS offer.", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:api" ] }, { "id": "dedicated_instance", "question": "Is a dedicated single-tenant instance offered, from what size?", "support": "unknown", "answer": "Is a dedicated single-tenant instance offered, from what size? Unknown. Dedicated-instance, customer-cloud and air-gapped entitlements, operators, minimum seats and prices were not established. Outpost is a local connector, not evidence for those modes.", "evidenceIds": [] }, { "id": "customer_cloud", "question": "Can it run in the customer's own cloud account, from what size?", "support": "unknown", "answer": "Can it run in the customer's own cloud account, from what size? Unknown. Dedicated-instance, customer-cloud and air-gapped entitlements, operators, minimum seats and prices were not established. Outpost is a local connector, not evidence for those modes.", "evidenceIds": [] }, { "id": "on_premise", "question": "Can the whole platform run on customer infrastructure, from what size?", "support": "partial", "answer": "Terms section 1a permits the whole software in customer data centres when agreed in the licence contract. The linked on-premise-requirements URL redirects to the generic security page; minimum seats and setup/operator terms are not public.", "evidenceIds": [ "meingpt:meingpt:terms" ] }, { "id": "air_gapped", "question": "Can it run without internet access?", "support": "unknown", "answer": "Can it run without internet access? Unknown. Dedicated-instance, customer-cloud and air-gapped entitlements, operators, minimum seats and prices were not established. Outpost is a local connector, not evidence for those modes.", "evidenceIds": [] }, { "id": "mode_feature_gaps", "question": "Which features are missing outside SaaS?", "support": "partial", "answer": "The code sandbox remains in Frankfurt cloud even for on-premise customers; there is no complete mode parity list.", "evidenceIds": [ "meingpt:meingpt:sandbox" ] } ], "limitations": [ "on_premise: Terms section 1a permits the whole software in customer data centres when agreed in the licence contract. The linked on-premise-requirements URL redirects to the generic security page; minimum seats and setup/operator terms are not public.", "mode_feature_gaps: The code sandbox remains in Frankfurt cloud even for on-premise customers; there is no complete mode parity list.", "Unverified dedicated_instance, customer_cloud, air_gapped: Dedicated-instance, customer-cloud and air-gapped entitlements, operators, minimum seats and prices were not established. Outpost is a local connector, not evidence for those modes." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:api", "meingpt:meingpt:sandbox" ] }, { "productId": "onai", "claimId": "onai:DATA-02", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Swiss contracting party. onAI runs on servers in Europe. On request a dedicated server, or onAI runs on your own servers (on-premises).", "statedBy": "onAI", "assertedAt": "2026-10-22", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA 2.0.1 prohibits training and marks conditional AI services for no permanent provider content copy.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "supported", "answer": "Section 5(5) restricts processing to service delivery and excludes other purposes.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "supported", "answer": "Section 5(5) states no subprocessor uses customer data to train its own AI model.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "partial", "answer": "Annex 4 defines ZDR as no permanent copy on the provider infrastructure; exact abuse-monitoring time and exceptions are not specified.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "partial", "answer": "Conditional AI/function services in Annex 4 carry ZDR, while SelectCode-controlled storage remains separate; applies to the accepted DPA version.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "unknown", "answer": "Can provider staff review content? Unknown. Human provider-review rights and per-model transient/abuse-retention durations are not disclosed in the accepted-form DPA or data-flow guide.", "evidenceIds": [] } ], "limitations": [ "provider_retention: Annex 4 defines ZDR as no permanent copy on the provider infrastructure; exact abuse-monitoring time and exceptions are not specified.", "zero_retention: Conditional AI/function services in Annex 4 carry ZDR, while SelectCode-controlled storage remains separate; applies to the accepted DPA version.", "Unverified human_review: Human provider-review rights and per-model transient/abuse-retention durations are not disclosed in the accepted-form DPA or data-flow guide." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "productId": "onai", "claimId": "onai:DATA-03", "verificationStatus": "sourced", "support": "partial", "answer": "The site publishes general no-training copy and advertises an optional provider zero-retention tier. Their contractual applicability to Per seat and Flat price is unverified; no plan-specific provider-retention or human-review guarantee is established.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Product-wide marketing only; Per seat/Flat price contractual applicability and EU-only tier eligibility unverified.", "addOns": [ "EU-only processing and zero-retention option, terms unspecified" ], "deploymentMode": null, "region": "Per-provider default unknown; optional EU tier claimed", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "vendor_training", "question": "Does the vendor train on customer content?", "support": "partial", "answer": "The public product page makes a general no-training statement about prompts, files and answers. It is recorded only as unqualified marketing copy: no retrieved DPA or public plan mapping establishes the contractual rule for Per seat or Flat price.", "evidenceIds": [ "onai:review-contract-plan-gaps" ] }, { "id": "provider_training", "question": "Do model providers train on it under this product's contracts?", "support": "unknown", "answer": "No provider contract or Per seat/Flat price policy mapping was retrieved. General no-training marketing does not establish model-provider contract terms, exceptions or enforcement.", "evidenceIds": [ "onai:review-contract-plan-gaps" ] }, { "id": "provider_retention", "question": "How long do model providers keep prompts, including for abuse monitoring?", "support": "unknown", "answer": "No provider-by-provider prompt/abuse-monitoring retention period, default or exception schedule was obtained.", "evidenceIds": [] }, { "id": "zero_retention", "question": "Is zero data retention available, and on which plan?", "support": "unknown", "answer": "The page advertises an optional EU-only AI-processing tier with provider zero retention, but its applicable base plan, providers, exceptions and contractual terms were not retrieved. This is not counted as an established Per seat or Flat price entitlement.", "evidenceIds": [ "onai:review-contract-plan-gaps" ] }, { "id": "human_review", "question": "Can provider staff review content?", "support": "unknown", "answer": "No product-specific provider human-review/abuse-monitoring policy or opt-out contract was retrieved.", "evidenceIds": [] } ], "limitations": [ "Remains public-candidate because the public statements are not mapped to a named plan contract. No no-training or zero-retention entitlement is inferred for either plan.", "The existence of a requestable DPA is not review of its terms; provider retention and human review remain explicit gaps." ], "checkedAt": "2026-10-21", "crossCheckedAt": null, "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:review-contract-plan-gaps" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "training", "statement": "Your data is not used to train AI models; we only use providers that exclude this by contract.", "assertedAt": "2026-10-23" } } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Ordinary chat removal archives; admin retention and contractual deletion use different mechanisms.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "default_retention", "question": "What is retained and for how long by default?", "support": "supported", "answer": "Chat/file data stays until instructed deletion; UI Chat löschen archives. Text translations remain until user deletion; document translations persist until account/workspace deletion.", "evidenceIds": [ "meingpt:meingpt:flow", "meingpt:meingpt:translation" ] }, { "id": "admin_retention", "question": "Can admins set retention periods?", "support": "supported", "answer": "Release 2.67.0 adds disabled-by-default deletion periods for chats, meetings and automation runs, with a 24-hour wait before a new/shorter period applies.", "evidenceIds": [ "meingpt:meingpt:changes" ] }, { "id": "user_deletion", "question": "Can users delete their chats and files permanently?", "support": "partial", "answer": "Chat removal does not permanently delete messages or attachments; final account deletion is requested by the administrator via support. Generated images/text translations have their own deletion controls.", "evidenceIds": [ "meingpt:meingpt:flow", "meingpt:meingpt:security", "meingpt:meingpt:images", "meingpt:meingpt:translation" ] }, { "id": "contract_end_deletion", "question": "What is deleted at contract end, and when?", "support": "supported", "answer": "DPA section 12 requires return or requested deletion, including backups, within 30 days after termination or an agreed export window; statutory retention exceptions apply and proof is available on request.", "evidenceIds": [ "meingpt:meingpt:dpa" ] } ], "limitations": [ "user_deletion: Chat removal does not permanently delete messages or attachments; final account deletion is requested by the administrator via support. Generated images/text translations have their own deletion controls." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:flow", "meingpt:meingpt:translation", "meingpt:meingpt:changes", "meingpt:meingpt:security", "meingpt:meingpt:images", "meingpt:meingpt:dpa" ] }, { "productId": "onai", "claimId": "onai:DATA-04", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Users delete their own chats at any time. At contract end we delete all of your organisation's data, with confirmation on request.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "DPA and processing register name providers, conditional use and advance change notices.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "supported", "answer": "DPA Annex 4 is dated 24 September 2026; live function/region register is also public.", "evidenceIds": [ "meingpt:meingpt:dpa", "meingpt:meingpt:subprocessors" ] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "supported", "answer": "Contract entities include Germany, Netherlands, Slovenia, Luxembourg, France, Ireland and Finland. Processing register names Germany platform, France backups, Finland, Ireland, Sweden/France and Frankfurt inference routes; EU symbol is processing, not ownership.", "evidenceIds": [ "meingpt:meingpt:dpa", "meingpt:meingpt:subprocessors" ] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "supported", "answer": "Section 9 requires notice before additions/replacements and gives two weeks to object on important data-protection grounds, with specified termination rights.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "partial", "answer": "SelectCode GmbH is a German entity; the security site describes it as independent. A separately owned parent was not identified.", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:subprocessors" ] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "supported", "answer": "DPA section 4(3) uses GDPR Article 45 adequacy or Article 46 safeguards for disclosed/instructed transfers; it does not promise a blanket absence of third-country processing.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "supported", "answer": "Section 7 requires notification where lawful, review/challenge of disproportionate requests, minimization and no compliance with unrecognized third-country requests.", "evidenceIds": [ "meingpt:meingpt:dpa" ] } ], "limitations": [ "parent_jurisdiction: SelectCode GmbH is a German entity; the security site describes it as independent. A separately owned parent was not identified." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:dpa", "meingpt:meingpt:subprocessors", "meingpt:meingpt:terms" ] }, { "productId": "onai", "claimId": "onai:DATA-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Telesoft AG is publicly identified in Switzerland. A product subprocessor/country/change-notice schedule and government-access policy were not obtained; website processors are scoped separately.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "All public offers for entity identity; product processor terms unspecified", "addOns": [], "deploymentMode": null, "region": "Vendor Switzerland; product processor and parent countries unknown", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "subprocessor_list", "question": "Is a dated sub-processor list published?", "support": "unknown", "answer": "The homepage advertises a public subprocessor list but no product list/document was linked or retrieved through the sitemap and legal pages. The dated website policy is not the workspace processor list.", "evidenceIds": [ "onai:public-compliance-display-20261026", "onai:public-website-privacy-display-20261026" ] }, { "id": "subprocessor_countries", "question": "Which countries do sub-processors operate in?", "support": "unknown", "answer": "The product provider/country matrix is unknown. The website policy lists providers in Slovenia, Estonia, Ireland and the USA for website purposes only; these cannot be treated as product coverage.", "evidenceIds": [ "onai:public-website-privacy-display-20261026" ] }, { "id": "change_notification", "question": "Are customers notified of sub-processor changes?", "support": "unknown", "answer": "No product subprocessor change-notice period, objection rule or notification subscription was located.", "evidenceIds": [] }, { "id": "parent_jurisdiction", "question": "Which jurisdiction governs the vendor and its parent?", "support": "partial", "answer": "The imprint names Telesoft AG at a Swiss address and a Swiss VAT registration. A parent-company ownership/jurisdiction record was not obtained.", "evidenceIds": [ "onai:public-imprint-display-20261026" ] }, { "id": "transfer_mechanism", "question": "Which transfer mechanism applies to non-EU/CH processing?", "support": "unknown", "answer": "Website processing cites SCCs and provider-dependent DPF. No corresponding product AI-provider/data-transfer agreement was retrieved.", "evidenceIds": [ "onai:public-website-privacy-display-20261026" ] }, { "id": "government_access_policy", "question": "Is there a published government-access or transparency policy?", "support": "unknown", "answer": "No product government-access/transparency policy or dated request report was found. Swiss incorporation alone does not establish foreign-law immunity.", "evidenceIds": [] } ], "limitations": [ "No legal exposure verdict is made. Product contracts and website privacy terms must remain separate." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-compliance-display-20261026", "onai:public-imprint-display-20261026", "onai:public-website-privacy-display-20261026" ] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A public GDPR DPA and German-law terms are available; sector coverage needs qualification.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "Version 2.0.1 is a public signed-form or electronic-acceptance DPA; negotiability is not promised.", "evidenceIds": [ "meingpt:meingpt:dpa-page", "meingpt:meingpt:dpa" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "partial", "answer": "GDPR Article 28 governs the DPA; an explicit Swiss revDSG annex was not found.", "evidenceIds": [ "meingpt:meingpt:dpa" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "supported", "answer": "DPA section 13 uses German law; terms choose the competent court at the vendor seat.", "evidenceIds": [ "meingpt:meingpt:dpa", "meingpt:meingpt:terms" ] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "partial", "answer": "Governance includes usage policies and mandatory training; automated EU AI Act use-case checks are labelled Coming soon, so a complete current provider/deployer dossier was not established.", "evidenceIds": [ "meingpt:meingpt:prices" ] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "partial", "answer": "Governance offers a separate section 203 German professional-secrecy agreement; FINMA-specific materials were not found.", "evidenceIds": [ "meingpt:meingpt:prices" ] } ], "limitations": [ "dpa: Version 2.0.1 is a public signed-form or electronic-acceptance DPA; negotiability is not promised.", "revdsg_gdpr: GDPR Article 28 governs the DPA; an explicit Swiss revDSG annex was not found.", "ai_act_materials: Governance includes usage policies and mandatory training; automated EU AI Act use-case checks are labelled Coming soon, so a complete current provider/deployer dossier was not established.", "sector_materials: Governance offers a separate section 203 German professional-secrecy agreement; FINMA-specific materials were not found." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:dpa-page", "meingpt:meingpt:dpa", "meingpt:meingpt:terms", "meingpt:meingpt:prices" ] }, { "productId": "onai", "claimId": "onai:DATA-06", "verificationStatus": "sourced", "support": "partial", "answer": "The general public DPA inquiry path is established. DPA content, Swiss DSG/GDPR clauses, AI Act material and plan-specific document entitlements remain unverified for Per seat and Flat price; no compliance conclusion is drawn.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "General DPA inquiry/compliance copy only; Per seat/Flat price document entitlement unverified.", "addOns": [], "deploymentMode": null, "region": "Swiss entity; claimed Swiss DSG/GDPR coverage", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "dpa", "question": "Is a DPA available, and is it negotiable?", "support": "partial", "answer": "A general Request the DPA contact action is public. It establishes an inquiry path, not that a particular DPA, execution procedure or negotiability option is included in Per seat or Flat price; no contract was retrieved and no sales contact was made.", "evidenceIds": [ "onai:review-contract-plan-gaps" ] }, { "id": "revdsg_gdpr", "question": "Does the DPA cover revDSG and GDPR?", "support": "unknown", "answer": "The website refers generally to Swiss DSG and GDPR, but no product DPA text or plan applicability was retrieved. Its actual revDSG/GDPR clauses and scope cannot be established from the vendor entity or marketing labels.", "evidenceIds": [ "onai:review-contract-plan-gaps", "onai:public-imprint" ] }, { "id": "governing_law", "question": "Which law and court govern the contract?", "support": "unknown", "answer": "A Swiss contracting entity does not determine governing law or court. No product agreement specifying either was obtained.", "evidenceIds": [] }, { "id": "ai_act_materials", "question": "Is EU AI Act documentation provided?", "support": "unknown", "answer": "The public page advertises AI Act transparency labels. No provider/deployer-role documentation, technical material, conformity scope or Per seat/Flat price delivery entitlement was obtained.", "evidenceIds": [ "onai:review-contract-plan-gaps" ] }, { "id": "sector_materials", "question": "Are FINMA or other sector materials provided?", "support": "unknown", "answer": "No FINMA outsourcing, banking secrecy, public-sector or regulated-industry contract package was obtained.", "evidenceIds": [] } ], "limitations": [ "Remains public-candidate. A contact action and general legal labels do not establish plan-scoped contract terms or supplied regulatory documentation.", "No product agreement, legal forum or sector-specific contract package was reviewed." ], "checkedAt": "2026-10-21", "crossCheckedAt": null, "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-imprint", "onai:review-contract-plan-gaps" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "dpa", "statement": "Data processing agreement under the Swiss FADP and the GDPR on request.", "assertedAt": "2026-10-23" } } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "ISO and penetration-test documents are advertised behind email access; certificates were not independently verified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "iso_27001", "question": "ISO 27001 with scope and validity?", "support": "partial", "answer": "DPA Annex 3 states ISO/IEC 27001:2022 certificate DE-IS-20250256, Proks Certification GmbH, development/operation of MeinGPT SaaS and custom services, valid to 2028-12-16. The certificate/issuer record was not obtained, so this remains a vendor claim.", "evidenceIds": [ "meingpt:meingpt:dpa", "meingpt:meingpt:trust" ] }, { "id": "soc2", "question": "SOC 2 type, period and covered service?", "support": "unknown", "answer": "SOC 2 type, period and covered service? Unknown. SOC 2 and other product attestations were not established. No email-gated report was requested.", "evidenceIds": [] }, { "id": "c5", "question": "BSI C5 attestation?", "support": "partial", "answer": "The register attributes BSI C5 to Hetzner infrastructure, not to the MeinGPT service.", "evidenceIds": [ "meingpt:meingpt:subprocessors" ] }, { "id": "other_certifications", "question": "Which other certificates (27701, 42001, TISAX)?", "support": "unknown", "answer": "Which other certificates (27701, 42001, TISAX)? Unknown. SOC 2 and other product attestations were not established. No email-gated report was requested.", "evidenceIds": [] }, { "id": "report_access", "question": "How can customers obtain reports?", "support": "supported", "answer": "The trust centre asks for email-based access for ISO and SySS 2025 penetration-test documents.", "evidenceIds": [ "meingpt:meingpt:trust" ] }, { "id": "pentest", "question": "Are independent penetration test summaries available?", "support": "partial", "answer": "A SySS 2025 penetration-test certificate is listed but its result/scope and validity were not retrieved.", "evidenceIds": [ "meingpt:meingpt:trust" ] } ], "limitations": [ "iso_27001: DPA Annex 3 states ISO/IEC 27001:2022 certificate DE-IS-20250256, Proks Certification GmbH, development/operation of MeinGPT SaaS and custom services, valid to 2028-12-16. The certificate/issuer record was not obtained, so this remains a vendor claim.", "c5: The register attributes BSI C5 to Hetzner infrastructure, not to the MeinGPT service.", "pentest: A SySS 2025 penetration-test certificate is listed but its result/scope and validity were not retrieved.", "Unverified soc2, other_certifications: SOC 2 and other product attestations were not established. No email-gated report was requested." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:dpa", "meingpt:meingpt:trust", "meingpt:meingpt:subprocessors" ] }, { "productId": "onai", "claimId": "onai:DATA-07", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "onAI is not currently ISO 27001 certified and has no SOC 2 report.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Encryption and logical tenancy are documented; key and private-networking details remain incomplete.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Business/Enterprise hosted workspace; CMK entitlement excluded from verified findings", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "encryption_at_rest", "question": "Is data encrypted at rest?", "support": "supported", "answer": "Security guide states AES-256 at rest and TLS 1.3; DPA Annex 3 includes encryption at rest/transit.", "evidenceIds": [ "meingpt:meingpt:security", "meingpt:meingpt:dpa" ] }, { "id": "customer_managed_keys", "question": "Can the customer manage or hold the keys?", "support": "unknown", "answer": "Unknown for Business or Enterprise. The security FAQ says Customer Managed Keys are on request but does not identify an eligible tier, price, key custody or location. No plan-scoped CMK commitment was verified.", "evidenceIds": [] }, { "id": "private_networking", "question": "Is private connectivity or IP restriction available?", "support": "unknown", "answer": "Is private connectivity or IP restriction available? Unknown. A private-link/IP allowlist/VPN product entitlement was not established; Outpost outbound TLS is a source connector rather than a private SaaS endpoint.", "evidenceIds": [] }, { "id": "tenant_isolation", "question": "How are customers separated in shared SaaS?", "support": "partial", "answer": "DPA Annex 3 specifies logical tenant separation and network segmentation; no independent isolation test was run.", "evidenceIds": [ "meingpt:meingpt:dpa" ] } ], "limitations": [ "CMK is an access/entitlement gap, not an absent capability." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:security", "meingpt:meingpt:dpa" ] }, { "productId": "onai", "claimId": "onai:DATA-08", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Connections are encrypted over HTTPS, stored data is encrypted in the cloud, and each organisation's data is logically separated. Dedicated installations and on-premises: encryption and separation follow your infrastructure.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:DATA-09", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The base AGB contains conditional professional-secrecy duties. Eligibility and executed terms of the separately marketed Governance addendum remain unknown.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked2026-10-21", "plan": "Business/Enterprise customer contracts incorporating AGB section12(4); only the base-terms obligation is assessed", "addOns": [ "Separate Governance addendum excluded from verified entitlement; contract required" ], "deploymentMode": "multi-tenant-saas", "region": "Germany/EU platform; model route and deployment exceptions apply", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "secrecy_undertaking", "question": "Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff?", "support": "partial", "answer": "For contracts incorporating the published AGB, section12(4) applies when processed data fall under professional secrecy, including §203. It imposes indefinite confidentiality, access only as necessary to perform services and acknowledgement of criminal duties. The clause states no Governance prerequisite. It does not establish a separately executed addendum or Swiss Art321 coverage.", "evidenceIds": [ "meingpt:meingpt:secrecy-contract-rev2" ] }, { "id": "subprocessor_coverage", "question": "Does the undertaking extend to its sub-processors, and is that documented?", "support": "partial", "answer": "Section12(4) requires staff/subcontractors who can access covered data to be bound in at least text form. Subcontracting and services outside the EU require text consent, deemed granted for known providers at contract start. Provider-specific executed undertakings were not retrieved.", "evidenceIds": [ "meingpt:meingpt:secrecy-contract-rev2" ] }, { "id": "secrecy_offering", "question": "Is it a dedicated offering or add-on, and on which plan?", "support": "unknown", "answer": "Unknown whether the separate Governance §203 addendum is available with self-service Business or only a contracted platform offer. The calculator lists it under Governance at EUR1.35/user/month annually, but this is not proof of eligibility or a fee for the base AGB duties.", "evidenceIds": [ "meingpt:meingpt:prices-rev2" ] }, { "id": "content_access", "question": "Who can access content in plain text: vendor staff, sub-processors, model providers?", "support": "partial", "answer": "The base AGB restrict knowledge of covered data to what is necessary for the contracted service. The clause does not promise that staff or model providers can never see plaintext. Agreement-specific access restrictions beyond section12(4) were not verified.", "evidenceIds": [ "meingpt:meingpt:secrecy-contract-rev2" ] }, { "id": "secrecy_documentation", "question": "Is the offering publicly documented (contract template, data-flow description, professional-body guidance)?", "support": "partial", "answer": "The public AGB section12(4) is the verified contract text. A separately executed/template Governance addendum and provider-by-provider undertakings were not obtained.", "evidenceIds": [ "meingpt:meingpt:secrecy-contract-rev2" ] } ], "limitations": [ "The base-terms duties and a separately executed Governance addendum are separate legal documents. No claim that one depends on purchase of the other is made." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:secrecy-contract-rev2", "meingpt:meingpt:prices-rev2" ] }, { "productId": "onai", "claimId": "onai:DATA-09", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Professional-secrecy agreement (for example § 203 StGB / Art. 321 StGB) on request.", "statedBy": "onAI", "assertedAt": "2026-10-23", "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": "meingpt", "claimId": "meingpt:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Self-service Business costs EUR29/user/month excluding VAT and includes standard-model use. Enterprise and platform-module pricing are outside this scoped offer.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Self-service Business, monthly billing only; contracted Enterprise/platform calculator excluded", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "supported", "answer": "Business is sold per user per month through self-service Stripe checkout. Premium/reasoning models, API use and meeting-bot recordings are separately metered.", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "supported", "answer": "Self-service Business is EUR29/user/month, excluding VAT, on monthly billing. No annual discount or progressive marginal tiers are applied to this offer.", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "partial", "answer": "Standard-model use in Business is unlimited according to the billing guide. Premium/reasoning models, API and meeting bots remain additional; the exact standard-model catalog and any applicable workload restrictions are not fixed by this page.", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "unknown", "answer": "Unknown for self-service Business. The separate platform calculator has Governance/Outpost modules, but their Business eligibility and package prices were not established.", "evidenceIds": [] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "partial", "answer": "Business standard models do not consume additional billed usage under the billing guide. Premium/reasoning, API and meeting-bot use draw on workspace credit; meeting bots cost EUR0.80/audio hour. Other route-specific charges depend on the selected service.", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] } ], "limitations": [ "The progressive platform calculator is not used as a Business tariff. Its contract eligibility remains outside this finding." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] }, { "productId": "onai", "claimId": "onai:VEN-01", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The page lists EUR 17/user/month with EUR 5 monthly model budget; Per seat overage is actual consumption with no minimum. Flat price and detailed tariffs remain quoted or unspecified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat EUR 17/month; Flat price annual quote; publication is not GA verification", "addOns": [ "EU-only processing option, price unknown" ], "deploymentMode": null, "region": "European hosting; dedicated CH/DE/on-premises by quoted plan", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "pricing_unit", "question": "What is the pricing unit?", "support": "supported", "answer": "Per seat is priced per user/month. Flat price is one fixed annual company price with unlimited users; unlimited seats do not establish unlimited model usage.", "evidenceIds": [ "onai:onai:public-automation-status-20261026" ] }, { "id": "list_prices", "question": "What are list prices per plan, with date and currency?", "support": "supported", "answer": "As retrieved 2026-10-21, Per seat is EUR 17/user/month excluding VAT. The Flat price amount is on request; no CHF list price is shown.", "evidenceIds": [ "onai:onai:public-automation-status-20261026" ] }, { "id": "included_usage", "question": "What usage is included?", "support": "supported", "answer": "Per seat includes EUR 5 model budget per user/month. The page does not translate this into message/token/image quotas or state the Flat price usage allowance.", "evidenceIds": [ "onai:onai:public-automation-status-20261026" ] }, { "id": "add_ons", "question": "Which features cost extra?", "support": "partial", "answer": "Per seat lists models, Image Studio, translator and Microsoft 365 access. Flat price additionally lists dedicated/on-premises hosting, own models, branding and onboarding. An EU-only processing tier is offered without a public surcharge or connector/agent add-on tariff.", "evidenceIds": [ "onai:onai:public-automation-status-20261026" ] }, { "id": "overage", "question": "What do usage beyond limits and premium models cost?", "support": "partial", "answer": "For Per seat, usage beyond the included model budget is billed at actual consumption, with no minimum and invoices itemized by model and quantity; the usage journal shows provider-reported token counts. No complete tariff, model conversion/multiplier, top-up or rollover schedule was retrieved.", "evidenceIds": [ "onai:onai:public-automation-status-20261026" ] } ], "limitations": [ "add_ons: Per seat lists models, Image Studio, translator and Microsoft 365 access. Flat price additionally lists dedicated/on-premises hosting, own models, branding and onboarding. An EU-only processing tier is offered without a public surcharge or connector/agent add-on tariff.", "overage: For Per seat, usage beyond the included model budget is billed at actual consumption, with no minimum and invoices itemized by model and quantity; the usage journal shows provider-reported token counts. No complete tariff, model conversion/multiplier, top-up or rollover schedule was retrieved." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:onai:public-automation-status-20261026" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "pricing", "statement": "From €17 per user and month, including €5 of model use; lower for larger teams. Or one fixed price for the whole company.", "assertedAt": "2026-10-22" } } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Business-only seat floors are EUR69600 / EUR348000 / EUR1740000 for200/1000/5000 users over12months, each plus unknown workload and contract components.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Self-service Business at EUR29/user/month, paid monthly for12months; Business standard-chat floor only", "addOns": [ "No paid add-ons included; required extras unknown" ], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Self-service Business seat floor for 200 users over12months: from EUR69600.00 / CHF64289.52 + unknown, excluding VAT. Uses EUR29/user/month with monthly billing and no invented annual discount. Standard-model chat is included, so no separate token bill is added for that included route. Eligibility at this size, the exact standard-model catalog needed for the workload, premium/API/meeting use, add-ons and Enterprise services remain unknown. This is a Business floor, not an Enterprise quote.", "evidenceIds": [ "meingpt:meingpt:billing-rev2", "meingpt:meingpt:ecb-fx" ] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Self-service Business seat floor for 1000 users over12months: from EUR348000.00 / CHF321447.60 + unknown, excluding VAT. Uses EUR29/user/month with monthly billing and no invented annual discount. Standard-model chat is included, so no separate token bill is added for that included route. Eligibility at this size, the exact standard-model catalog needed for the workload, premium/API/meeting use, add-ons and Enterprise services remain unknown. This is a Business floor, not an Enterprise quote.", "evidenceIds": [ "meingpt:meingpt:billing-rev2", "meingpt:meingpt:ecb-fx" ] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "partial", "answer": "ALM-14 shared cost assumptions v1.4, 2026-10-21. Self-service Business seat floor for 5000 users over12months: from EUR1740000.00 / CHF1607238.00 + unknown, excluding VAT. Uses EUR29/user/month with monthly billing and no invented annual discount. Standard-model chat is included, so no separate token bill is added for that included route. Eligibility at this size, the exact standard-model catalog needed for the workload, premium/API/meeting use, add-ons and Enterprise services remain unknown. This is a Business floor, not an Enterprise quote.", "evidenceIds": [ "meingpt:meingpt:billing-rev2", "meingpt:meingpt:ecb-fx" ] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "partial", "answer": "Business standard-model chat is included. A model-preserving workload outside that standard catalog, premium/reasoning models, API and meeting-bot charges cannot be quantified without the actual route and contract; the variable remainder stays unknown. No provider proxy or progressive-platform tariff is substituted.", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "partial", "answer": "Business eligibility for200/1000/5000 users, standard-model mapping, premium/tool use, required Governance/Outpost, rollout and Enterprise services remain unknown. No progressive-platform amount is mixed into the Business floor.", "evidenceIds": [ "meingpt:meingpt:billing-rev2" ] } ], "limitations": [ "ALM-14 shared cost assumptions v1.4, 2026-10-21:12months, list prices, excluding VAT;60% light100,30% regular400,10% power1500 messages/user/month;3000 input and600 output tokens/message. Weighted330messages,0.99M input/0.198M output per user/month. Token mix is used only on separately billed routes; this Business standard-chat floor has included usage.", "ECB2026-10-20 EUR1=USD1.1215=CHF0.9237. Vendor currency EUR is primary. Contract-specific extras remain unknown." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:billing-rev2", "meingpt:meingpt:ecb-fx" ] }, { "productId": "onai", "claimId": "onai:VEN-02", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Under ALM-14 shared cost assumptions v1.4, 2026-10-21, only the published Per seat component is calculable. The scenario is from that EUR/CHF floor plus unknown usage/option charges; Flat price requires a quote.", "availability": "beta", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat list-price scenario only; Flat price and customer-operated totals unknown", "addOns": [ "No priced add-ons included; option costs unknown" ], "deploymentMode": "multi-tenant-saas", "region": "Published European-hosting offer; GA unverified", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "cost_200", "question": "Year-one cost at 200 users?", "support": "partial", "answer": "200 seats for 12 months: from EUR 40,800 / CHF 37,686.96 excluding VAT, plus unknown usage/option costs. EUR 12,000 annual model budget is already included, not added again. Flat price and actual workload overage are unpriced.", "evidenceIds": [ "onai:public-pricing", "onai:ecb-fx" ] }, { "id": "cost_1000", "question": "Year-one cost at 1,000 users?", "support": "partial", "answer": "1,000 seats for 12 months: from EUR 204,000 / CHF 188,434.80 excluding VAT, plus unknown usage/option costs. EUR 60,000 annual model budget is already included. Flat price and actual workload overage are unpriced.", "evidenceIds": [ "onai:public-pricing", "onai:ecb-fx" ] }, { "id": "cost_5000", "question": "Year-one cost at 5,000 users?", "support": "partial", "answer": "5,000 seats for 12 months: from EUR 1,020,000 / CHF 942,174 excluding VAT, plus unknown usage/option costs. EUR 300,000 annual model budget is already included. Flat price and actual workload overage are unpriced.", "evidenceIds": [ "onai:public-pricing", "onai:ecb-fx" ] }, { "id": "variable_share", "question": "Which part depends on usage?", "support": "partial", "answer": "Shared workload: 60% light at 100, 30% regular at 400 and 10% power at 1,500 messages/user/month; each message has 3,000 input and 600 output tokens including retrieval. This is 330 messages/month/user. No onAI default-model tariff or credit-to-provider mapping is public, so no variable charge or variable percentage is invented.", "evidenceIds": [ "onai:public-pricing" ] }, { "id": "unknown_parts", "question": "Which costs could not be priced?", "support": "partial", "answer": "Unknowns include Flat price quotes, model usage beyond the included allowance, premium features/EU-only options and customer-operated infrastructure/support. No proxy API price substitutes for an unpublished onAI tariff. FX is ECB 2026-10-20: EUR 1 = CHF 0.9237 and USD 1.1215; USD/EUR reciprocal 0.8916629514043692.", "evidenceIds": [ "onai:public-pricing", "onai:public-processing", "onai:ecb-fx" ] } ], "limitations": [ "ALM-14 shared cost assumptions v1.4, 2026-10-21. Horizon 12 months, full paid seats, list price, excluding VAT, no invented discounts. These are plan components, not complete workload totals.", "The included model allowance is not counted twice. Annual model usage is 11.88M input and 2.376M output tokens per user under the disclosed mix, but the product billing tariff is unknown." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:ecb-fx", "onai:public-pricing", "onai:public-processing", "onai:review-plan-m365", "onai:review-residency-parts" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "pricing", "statement": "From €17 per user and month, including €5 of model use; lower for larger teams. Or one fixed price for the whole company.", "assertedAt": "2026-10-22" } } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-03", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "A self-serve 10-day trial exists, while several enterprise features still need enablement.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "free_tier", "question": "Is there a free tier for business use?", "support": "partial", "answer": "Trial expiry locks the workspace even for free models; the guide does not describe a permanent free business workspace.", "evidenceIds": [ "meingpt:meingpt:billing" ] }, { "id": "self_serve_trial", "question": "Is a self-serve business trial available?", "support": "supported", "answer": "10 days, EUR 5 after phone verification, no payment details or automatic paid conversion, up to ten emailed invitees.", "evidenceIds": [ "meingpt:meingpt:billing" ] }, { "id": "trial_scope", "question": "Do trials include SSO, connectors and admin features?", "support": "partial", "answer": "Most base functions are included; personal API keys are off, and request-only meeting/live recording and automations are initially off as in paid plans. SCIM/SSO enterprise enablement is not guaranteed.", "evidenceIds": [ "meingpt:meingpt:billing" ] }, { "id": "sales_gate", "question": "Does meaningful evaluation require sales contact?", "support": "partial", "answer": "Base trial is self-serve; request-enabled features and Enterprise terms are not self-service. No sales contact was made.", "evidenceIds": [ "meingpt:meingpt:billing" ] } ], "limitations": [ "free_tier: Trial expiry locks the workspace even for free models; the guide does not describe a permanent free business workspace.", "trial_scope: Most base functions are included; personal API keys are off, and request-only meeting/live recording and automations are initially off as in paid plans. SCIM/SSO enterprise enablement is not guaranteed.", "sales_gate: Base trial is self-serve; request-enabled features and Enterprise terms are not self-service. No sales contact was made." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:billing" ] }, { "productId": "onai", "claimId": "onai:VEN-03", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "A personal demo, then trial access for your team.", "statedBy": "onAI", "assertedAt": "2026-10-22", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Public price fields and German contract defaults exist; customer-specific terms and CHF invoicing remain open.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "partial", "answer": "Public calculator starts at one user; individually negotiated Enterprise or on-prem minimums are not stated.", "evidenceIds": [ "meingpt:meingpt:prices" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "supported", "answer": "Public calculator has annual/monthly options; terms default to one year absent another agreement.", "evidenceIds": [ "meingpt:meingpt:prices", "meingpt:meingpt:terms" ] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "supported", "answer": "Absent other terms, three months before term-end, text/email or admin cancellation; downgrades/user reductions effective following month, no current-month refund. Price changes require the stated notice/consent procedure.", "evidenceIds": [ "meingpt:meingpt:terms" ] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "partial", "answer": "SelectCode GmbH is the German contracting entity and prices are EUR; CHF invoices were not confirmed.", "evidenceIds": [ "meingpt:meingpt:terms" ] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "partial", "answer": "Partially specified: public marginal seat/model/add-on rates, but PII base, services and deployments are quote-only and Business packaging differs.", "evidenceIds": [ "meingpt:meingpt:prices", "meingpt:meingpt:billing" ] } ], "limitations": [ "minimum_commitment: Public calculator starts at one user; individually negotiated Enterprise or on-prem minimums are not stated.", "local_invoicing: SelectCode GmbH is the German contracting entity and prices are EUR; CHF invoices were not confirmed.", "transparency_class: Partially specified: public marginal seat/model/add-on rates, but PII base, services and deployments are quote-only and Business packaging differs." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:prices", "meingpt:meingpt:terms", "meingpt:meingpt:billing" ] }, { "productId": "onai", "claimId": "onai:VEN-04", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Per seat has a public EUR headline and monthly seat flexibility; Flat price is quoted annually. Legal commitment, cancellation rules and CHF invoicing remain unverified.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Per seat monthly price/seat flexibility; Flat price annual quote", "addOns": [], "deploymentMode": null, "region": "Swiss provider; EUR display; CHF invoicing unknown", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "minimum_commitment", "question": "What seat or spend minimum applies?", "support": "unknown", "answer": "No minimum seat count or spend commitment is stated on the current pricing page. The about-50-user flat-price break-even is not a contractual minimum.", "evidenceIds": [ "onai:public-pricing" ] }, { "id": "contract_length", "question": "What contract lengths are offered?", "support": "partial", "answer": "Per seat is quoted monthly and says seats can be added/removed each month. Flat price is quoted annually; the legal contract length and billing options are not supplied.", "evidenceIds": [ "onai:public-pricing" ] }, { "id": "cancellation", "question": "How can the contract be cancelled or reduced?", "support": "partial", "answer": "The page promises monthly Per seat seat changes. Cancellation notice, proration, refunds, price-change rules and downgrade terms were not obtained.", "evidenceIds": [ "onai:public-pricing" ] }, { "id": "local_invoicing", "question": "Can it be invoiced in CHF or EUR from a European entity?", "support": "partial", "answer": "Prices are displayed in EUR and the identified provider is Swiss Telesoft AG. Actual invoice currency, CHF availability and VAT/payment terms were not verified.", "evidenceIds": [ "onai:public-pricing", "onai:public-imprint" ] }, { "id": "transparency_class", "question": "Is pricing transparent, partial, quote-only or unknown?", "support": "supported", "answer": "Partially specified: the Per seat headline and allowance are public; Flat price is quote-only and usage overage, option prices and legal terms are missing.", "evidenceIds": [ "onai:public-pricing" ] } ], "limitations": [ "Published billing frequency is not an executed minimum-term contract. No undisclosed enterprise discount is assumed." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-imprint", "onai:public-pricing" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "pricing", "statement": "From €17 per user and month, including €5 of model use; lower for larger teams. Or one fixed price for the whole company.", "assertedAt": "2026-10-22" } } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-05", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The public AGB establish a commercial subscription/rental use licence with contract-limited rights. Public component source licences and a distinct enterprise source-edition mapping remain unverified.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "licence_type", "question": "Which licence applies to each component?", "support": "partial", "answer": "SelectCode AGB describe the software as a subscription/rental and grant a non-exclusive use right limited to the contract term. Public display, adaptation, translation and decompilation of the software are restricted subject to statutory rights. This establishes the commercial service-use licence; a client/server/connector source-licence inventory and current implementation revision remain unpublished.", "evidenceIds": [ "meingpt:meingpt:terms-20261026" ] }, { "id": "branding_restrictions", "question": "Do licence terms restrict branding or user counts?", "support": "partial", "answer": "AGB require purchased licences for majority-owned affiliates and give no independent right to sublicense or transfer usage rights. They restrict adapting the software. A numerical user cap or a component-specific branding licence is not established by these clauses.", "evidenceIds": [ "meingpt:meingpt:terms-20261026" ] }, { "id": "enterprise_features_closed", "question": "Are enterprise features in a separate closed edition?", "support": "unknown", "answer": "Are enterprise features in a separate closed edition? Unknown. The public commercial terms describe rented software, but no public client/server/connector source licence or current repository revision was located. Repository visibility was not treated as a licence. Rechecked 2026-10-26 in Allgemeine Geschäftsbedingungen | MeinGPT | KI-Use-Case-Plattform für den Mittelstand. Official links and targeted first-party searches yielded no further plan-scoped specification for the remaining atom.", "evidenceIds": [] } ], "limitations": [ "Contractual service-use rights do not establish the licence of every server/client/connector dependency.", "No public implementation repository or enterprise source-edition map was identified." ], "checkedAt": "2026-10-26", "crossCheckedAt": "2026-10-26", "nextCheckAt": "2026-12-25", "evidenceIds": [ "meingpt:meingpt:terms-20261026" ] }, { "productId": "onai", "claimId": "onai:VEN-05", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Proprietary software from onAI; the source code is not public. Included open-source components are under their own licences.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-06", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Individual downloads exist but a bulk chat export is explicitly unavailable.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "chat_export", "question": "Can admins export all chats?", "support": "unsupported", "answer": "Security FAQ explicitly says there is currently no function to export all chats at once.", "evidenceIds": [ "meingpt:meingpt:security" ] }, { "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 reusable assistant/prompt or knowledge-bundle export specification was located and no admin export fixture was run.", "evidenceIds": [] }, { "id": "knowledge_export", "question": "Can knowledge bases and their sources be exported?", "support": "unknown", "answer": "Can knowledge bases and their sources be exported? Unknown. No reusable assistant/prompt or knowledge-bundle export specification was located and no admin export fixture was run.", "evidenceIds": [] }, { "id": "export_format", "question": "Are formats documented and machine-readable?", "support": "partial", "answer": "Individual artifacts/slides/files/images can be downloaded; administrative logs have CSV/JSON exports. This does not establish portable assistants or a complete knowledge export.", "evidenceIds": [ "meingpt:meingpt:security", "meingpt:meingpt:audit-export" ] }, { "id": "post_termination_window", "question": "How long can data be retrieved after termination?", "support": "partial", "answer": "Terms permit export until termination takes effect; later access is blocked. DPA allows an individually agreed export window and return/deletion within 30 days after it.", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:dpa" ] } ], "limitations": [ "chat_export: Security FAQ explicitly says there is currently no function to export all chats at once.", "export_format: Individual artifacts/slides/files/images can be downloaded; administrative logs have CSV/JSON exports. This does not establish portable assistants or a complete knowledge export.", "post_termination_window: Terms permit export until termination takes effect; later access is blocked. DPA allows an individually agreed export window and return/deletion within 30 days after it.", "Unverified assistant_export, knowledge_export: No reusable assistant/prompt or knowledge-bundle export specification was located and no admin export fixture was run." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:security", "meingpt:meingpt:audit-export", "meingpt:meingpt:terms", "meingpt:meingpt:dpa" ] }, { "productId": "onai", "claimId": "onai:VEN-06", "verificationStatus": "stated-by-vendor", "evidenceType": "vendor-statement", "support": "stated", "answer": "Users export their chats as JSON; an export for the whole organisation on request.", "statedBy": "onAI", "assertedAt": "2026-10-23", "availability": null, "delivery": null, "scope": null, "questions": [], "limitations": [], "checkedAt": null, "crossCheckedAt": null, "nextCheckAt": null, "evidenceIds": [] } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-07", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "German vendor support and a public incident history are documented; an uptime credit schedule was not found.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "partial", "answer": "Terms provide email support Monday-Friday 09:00-17:00; timezone and plan-specific guaranteed response times are not stated.", "evidenceIds": [ "meingpt:meingpt: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. Contractual German/French/Italian support coverage, uptime commitments and credits were not established in public terms; German documentation alone does not prove language coverage.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "supported", "answer": "SelectCode GmbH contracts from Unterhaching, Germany.", "evidenceIds": [ "meingpt:meingpt:terms" ] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "unknown", "answer": "Is there an uptime SLA with credits? Unknown. Contractual German/French/Italian support coverage, uptime commitments and credits were not established in public terms; German documentation alone does not prove language coverage.", "evidenceIds": [] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "supported", "answer": "Public status.meingpt.com lists the platform and historical incidents; uptime is not an SLA.", "evidenceIds": [ "meingpt:meingpt:status" ] } ], "limitations": [ "support_channels: Terms provide email support Monday-Friday 09:00-17:00; timezone and plan-specific guaranteed response times are not stated.", "Unverified support_languages, uptime_sla: Contractual German/French/Italian support coverage, uptime commitments and credits were not established in public terms; German documentation alone does not prove language coverage." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:terms", "meingpt:meingpt:status" ] }, { "productId": "onai", "claimId": "onai:VEN-07", "verificationStatus": "sourced", "support": "partial", "answer": "The Swiss provider identity, general company contact and Website-only public status history are established. Support channels, languages/hours, response targets and uptime credits for Per seat and Flat price remain unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public provider website and status sources retrieved 2026-10-21", "plan": "Company identity/contact and Website-only status facts; Per seat/Flat price support entitlement unverified.", "addOns": [], "deploymentMode": null, "region": "Swiss legal entity; support staffing/access countries unknown", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "support_channels", "question": "Which support channels are available on each plan?", "support": "unknown", "answer": "The company publishes info@onaihq.com and a general inquiry/demo form. No public evidence maps these to a contracted support desk for Per seat or Flat price, or states hours, escalation and response commitments.", "evidenceIds": [ "onai:public-imprint", "onai:public-services" ] }, { "id": "support_languages", "question": "Is support available in German, French or Italian?", "support": "unknown", "answer": "English/German website and UI copy do not establish contractual DE/FR/IT support languages or support hours.", "evidenceIds": [] }, { "id": "regional_presence", "question": "Is there a DACH or Swiss entity, team or partner?", "support": "supported", "answer": "The imprint identifies Telesoft AG in Oberwil-Lieli, Switzerland, with a Swiss VAT registration. No reseller roster is inferred.", "evidenceIds": [ "onai:public-imprint" ] }, { "id": "uptime_sla", "question": "Is there an uptime SLA with credits?", "support": "unknown", "answer": "Custom development copy mentions SLAs but supplies no product uptime target, measurement, exclusions or credit schedule. A status percentage is not a contractual SLA.", "evidenceIds": [ "onai:public-services" ] }, { "id": "status_page", "question": "Is there a public status page with history?", "support": "partial", "answer": "The first-party-linked status page has notice history for Website only. This is a marketing-website status fact, not a Per seat/Flat price workspace/API status promise or support entitlement.", "evidenceIds": [ "onai:review-status-service-scope" ] } ], "limitations": [ "Remains public-candidate: entity identity and website-status facts are separated from unverified product-plan support commitments.", "The Website-only service history and generic custom-development SLA wording do not establish a workspace uptime target or credit schedule." ], "checkedAt": "2026-10-21", "crossCheckedAt": null, "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-imprint", "onai:public-services", "onai:review-status-service-scope" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "support", "statement": "A direct line to the team, no call centre, in German and English. Onboarding and training are included in the fixed price. We build custom agents and workflows as a service. Service levels and response times are agreed in the contract.", "assertedAt": "2026-10-23" } } ] }, { "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": "meingpt", "claimId": "meingpt:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "Learning paths and business examples are built in; personal rollout services are quote-based.", "availability": "generally-available", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public documentation checked 2026-10-21", "plan": "Platform licence; Governance, Enterprise API and request-only features identified below", "addOns": [], "deploymentMode": "multi-tenant-saas", "region": "Germany platform storage; model processing depends on provider, model and agreed DPA", "os": [], "surfaces": [ { "id": "web", "name": "meinGPT hosted workspace", "type": "web-app" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "partial", "answer": "Personal guidance covers selection, pilot and rollout on an individual offer; universal included consulting is not promised.", "evidenceIds": [ "meingpt:meingpt:prices" ] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "partial", "answer": "The learning area has guided practical courses; Governance enables mandatory assignments. Complete course language coverage was not stated.", "evidenceIds": [ "meingpt:meingpt:academy", "meingpt:meingpt:audit" ] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "supported", "answer": "Role/department personalization and business-use-case material are documented.", "evidenceIds": [ "meingpt:meingpt:academy" ] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "partial", "answer": "Pilot/adoption workspaces typically run a three-month fixed-price pilot with workshops; a defined champion programme was not found.", "evidenceIds": [ "meingpt:meingpt:billing" ] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "supported", "answer": "Personal guidance is quote-only; terms bill services by time/person-days or individually agreed fixed price.", "evidenceIds": [ "meingpt:meingpt:prices", "meingpt:meingpt:terms" ] } ], "limitations": [ "onboarding_service: Personal guidance covers selection, pilot and rollout on an individual offer; universal included consulting is not promised.", "user_training: The learning area has guided practical courses; Governance enables mandatory assignments. Complete course language coverage was not stated.", "adoption_programme: Pilot/adoption workspaces typically run a three-month fixed-price pilot with workshops; a defined champion programme was not found." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "meingpt:meingpt:prices", "meingpt:meingpt:academy", "meingpt:meingpt:audit", "meingpt:meingpt:billing", "meingpt:meingpt:terms" ] }, { "productId": "onai", "claimId": "onai:VEN-08", "verificationStatus": "agent-cross-checked", "support": "partial", "answer": "The vendor offers training, workshops and custom agent services. Flat price lists onboarding/training/workshops; languages, delivery scope and separate service costs remain unknown.", "availability": "unknown", "delivery": "native", "scope": { "surfaceIds": [ "web" ], "version": "Public page retrieved 2026-10-21", "plan": "Flat price named services included; Per seat/service contract unspecified", "addOns": [ "Bespoke agent/workflow development, quoted scope" ], "deploymentMode": null, "region": "Delivery geography and languages unspecified", "os": [], "surfaces": [ { "id": "web", "name": "onAI browser workspace", "type": "web" } ] }, "questions": [ { "id": "onboarding_service", "question": "Is guided onboarding included?", "support": "supported", "answer": "The public Flat price offer includes onboarding, training and workshops. Per seat inclusion and precise deliverables are not specified.", "evidenceIds": [ "onai:public-pricing", "onai:public-services" ] }, { "id": "user_training", "question": "Is end-user training offered, in which languages?", "support": "partial", "answer": "The vendor offers practical prompt/tool/best-practice sessions tailored to Marketing, HR and IT. Session format, DE/FR/IT languages, hours and e-learning availability were not retrieved.", "evidenceIds": [ "onai:public-services" ] }, { "id": "use_case_library", "question": "Are role-based use cases and templates provided?", "support": "unknown", "answer": "The site describes use-case workshops and public guides, but no role-based in-product use-case/template library inventory or licence was obtained.", "evidenceIds": [] }, { "id": "adoption_programme", "question": "Is there a champion or adoption programme?", "support": "unknown", "answer": "No scoped champion programme, change-management package or measured adoption service deliverable was retrieved; generic skills guides do not establish one.", "evidenceIds": [] }, { "id": "service_cost", "question": "Which services cost extra?", "support": "unknown", "answer": "Flat price includes named services but its amount is quoted; separate Per seat onboarding, training, workshops and custom-development fees are not published.", "evidenceIds": [ "onai:public-pricing", "onai:public-services" ] } ], "limitations": [ "Vendor/partner professional services are distinguished from native product workflow automation. No service outcome or price is invented." ], "checkedAt": "2026-10-21", "crossCheckedAt": "2026-10-21", "nextCheckAt": "2026-12-20", "evidenceIds": [ "onai:public-pricing", "onai:public-services" ], "vendorStatement": { "statedBy": "onAI", "evidenceType": "vendor-statement", "topic": "support", "statement": "A direct line to the team, no call centre, in German and English. Onboarding and training are included in the fixed price. We build custom agents and workflows as a service. Service levels and response times are agreed in the contract.", "assertedAt": "2026-10-23" } } ] } ], "sources": [ { "id": "meingpt:meingpt:rates", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/pricing", "title": "Alle Modelle | MeinGPT Docs", "locator": "Text-generation, translation, images and other-functions tables", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Public EUR token and service rates include GPT-5 mini at EUR 0.30 input and EUR 2.40 output per million tokens." }, { "id": "meingpt:meingpt:models-rev2", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/models", "title": "Modelle | MeinGPT Docs", "locator": "Model picker, model tables and own-LLM-key FAQ", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Current documentation lists selectable non-Meta model families, per-chat selection and context-length routing; the lifecycle table contains no current selectable Meta model." }, { "id": "meingpt:meingpt:lifecycle-rev2", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/model-lifecycle", "title": "Modell-Lifecycle | MeinGPT Docs", "locator": "Phases, notice period and current-model table", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Active models, future retirement dates and automatic replacement rules are published." }, { "id": "onai:public-models-display-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Ready for the whole company from day one > Every leading model; AI Gateway; re-retrieved 2026-10-26, public web-reader representation SHA256 f2b7d5764994efe8fb87021fe13d7295155dd04ec09c8ed7826fcb52acc42b19", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The page names Claude, GPT, Gemini, Grok and Mistral, user model selection and administrator allow-lists, without exact chat model IDs." }, { "id": "meingpt:meingpt:lifecycle", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/model-lifecycle", "title": "Modell-Lifecycle | MeinGPT Docs", "locator": "Phases, notice period and current-model table", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Active models, future retirement dates and automatic replacement rules are published." }, { "id": "meingpt:meingpt:changes", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/changelog", "title": "Was wir zuletzt released haben | MeinGPT | KI-Use-Case-Plattform für den Mittelstand", "locator": "v2.67.0, model retirement and deletion periods", "sourceDate": "2026-10-18", "retrievedAt": "2026-10-21", "finding": "Release 2.67.0 on 18 October adds Gemini 4 Argon, retires named models and adds configurable deletion periods." }, { "id": "meingpt:meingpt:models", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/models", "title": "Modelle | MeinGPT Docs", "locator": "Model picker, model tables and own-LLM-key FAQ", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Users choose models per chat; automatic selection is based on context length; customer LLM keys and endpoints cannot be added." }, { "id": "meingpt:meingpt:translation", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/translation", "title": "Übersetzer | MeinGPT Docs", "locator": "Engine/hosting, formats and glossary management", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Default text translation uses Google Cloud Translate and document translation uses DeepL through EU endpoints; glossaries and layout preservation are documented." }, { "id": "meingpt:meingpt:subprocessors", "productId": "meingpt", "kind": "vendor-claimed", "url": "https://meingpt.com/sicherheit/subdienstleister", "title": "Subdienstleister & Verarbeitungsregionen | MeinGPT", "locator": "Register by function and processing region", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The register separates Germany platform storage, France backups and provider-specific EU inference regions." }, { "id": "meingpt:meingpt:config", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/workspace-configuration", "title": "Workspace-Konfiguration | MeinGPT Docs", "locator": "Model access, default settings and additional chat context", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins can restrict models by teams or people and supply workspace-wide instructions; denied API models return an error." }, { "id": "meingpt:meingpt:limits", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/usage-limits", "title": "Nutzungslimits | MeinGPT Docs", "locator": "Usage levels, meeting limits and user consumption table", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Personal category budgets block new use at zero; running meeting bots can overrun limits and scheduled runs are outside personal categories." }, { "id": "meingpt:meingpt:api", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/api", "title": "Einführung | MeinGPT Docs", "locator": "API overview, rate limits and errors", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Chat, embeddings, assistants, workflows and transcription APIs use bearer keys and published token rate limits; translation is UI-only." }, { "id": "meingpt:meingpt:pools", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/integrations/data-pools-rag", "title": "Datenquellen & RAG | MeinGPT Docs", "locator": "Cloud-source table, connector comparison and normal-chat search", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Cloud pools index six source types in Germany, refresh every 15 minutes and share a 300 GB raw-data budget." }, { "id": "meingpt:meingpt:chat", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/chats/eingabefeld", "title": "Eingabefeld | MeinGPT Docs", "locator": "Input controls, file limits, dictation and sharing", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Chat has stop, model choice, file upload, dictation and sharing links, with 50 files and 50 MB per non-image file." }, { "id": "meingpt:meingpt:flow", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/privacy-security/faq-chats-datenfluss", "title": "Datenfluss bei MeinGPT Chats | MeinGPT Docs", "locator": "Processing steps, providers and deletion rights", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Chat deletion archives content; prompts have provider-dependent processing, and platform data stays until instructed deletion." }, { "id": "meingpt:meingpt:sandbox", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/code-sandbox", "title": "Code-Sandbox | MeinGPT Docs", "locator": "Execution flow, hosting, lifetime and limitations", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Python/JavaScript analysis and Office generation run in an isolated Unikraft Cloud VM in Frankfurt, including for on-premise customers." }, { "id": "meingpt:meingpt:assistants", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/assistants", "title": "Assistenten | MeinGPT Docs", "locator": "Creation guide and editor sections", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Assistants combine model, instructions, files, pools, connectors, tools and memory." }, { "id": "meingpt:meingpt:projects", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/projects", "title": "Projekte | MeinGPT Docs", "locator": "Collaboration, roles and deletion", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Projects share instructions and workflows while each member keeps a private chat history." }, { "id": "onai:public-m365-display-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Answers from your Microsoft 365, live > Where onAI looks; 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re-retrieved 2026-10-26, public web-reader representation SHA256 f2b7d5764994efe8fb87021fe13d7295155dd04ec09c8ed7826fcb52acc42b19", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The FAQ describes Microsoft 365 live retrieval and names Confluence, S3 and custom sources through standard connectors or an API; it gives no connector-by-connector setup or plan catalogue." }, { "id": "meingpt:meingpt:m365", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/integrations/connectors/microsoft365", "title": "Microsoft 365 | MeinGPT Docs", "locator": "Overview, setup, tenant consent and permission model", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Separate Outlook, Teams, SharePoint and OneDrive connectors run under user OAuth; Outlook can write, the other three read." }, { "id": "meingpt:meingpt:pool-controls", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/integrations/data-pool-search-settings", "title": "Sucheinstellungen am Datenpool | MeinGPT Docs", "locator": "Settings table and source-permission section", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Source-permission import is off by default and request-enabled for SharePoint and Drive only; answers always show sources." }, { "id": "onai:review-m365-boundaries-display-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/#microsoft365", "title": "onAI live Microsoft 365 retrieval and citation description", "locator": "Your Microsoft permissions stay in charge; Nothing copied, nothing indexed; Sources on every answer; re-retrieved 2026-10-26, HTTP 200 body SHA256 a074779dc4d08c5e48440218bbc01353565673585b9e0f7eab517ed9687b77fa", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The vendor describes delegated Microsoft permission checks, live reads without a second library index, retrieved material retained in the asking user’s chat and numbered source links." }, { "id": "onai:review-plan-m365-display-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/#pricing", "title": "onAI live pricing: named Microsoft 365 plan scope", "locator": "Per seat > Answers from Microsoft 365, with each user’s own permissions; Flat price > Everything in Per seat, for every employee; re-retrieved 2026-10-26, HTTP 200 body SHA256 a074779dc4d08c5e48440218bbc01353565673585b9e0f7eab517ed9687b77fa", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The Per seat card expressly includes Microsoft 365 answers and the Flat price card includes everything in Per seat; the cards do not establish separate DPA, provider-retention or support entitlements." }, { "id": "meingpt:meingpt:memory", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/memory", "title": "Memory | MeinGPT Docs", "locator": "How memory works, management and admin controls", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Memory persists per user across enabled assistants; users can inspect/delete it and admins can disable the tool." }, { "id": "meingpt:meingpt:preferences", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/preferences", "title": "Präferenzen | MeinGPT Docs", "locator": "Chat settings and appearance", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Users can set persistent system instructions and a platform-language preference." }, { "id": "meingpt:meingpt:roles", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/roles-and-access-model", "title": "Rollen & Zugriffsmodell | MeinGPT Docs", "locator": "Role table, admin exception and support visibility", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admin, Member and Viewer roles differ in settings access and seat use; admins see all team-shared assets." }, { "id": "meingpt:meingpt:permissions", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/permissions", "title": "Berechtigungen | MeinGPT Docs", "locator": "Availability, permissions table and app restrictions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Support-enabled permissions control creation, sharing and app use per person or team." }, { "id": "meingpt:meingpt:prompts", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/prompt-library", "title": "Prompt-Bibliothek | MeinGPT Docs", "locator": "Core functions, visibility and sharing", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Saved prompt folders have private, workspace or department visibility." }, { "id": "meingpt:meingpt:web", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/web-search", "title": "Websuche | MeinGPT Docs", "locator": "Three routes, query creation, Linkup and research app", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Linkup powers chat search and a multi-step Deep Research app with cited sources." }, { "id": "meingpt:meingpt:workflows", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/workflows-create", "title": "Workflows erstellen und ausführen | MeinGPT Docs", "locator": "Workflow editor and output format", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Project workflows support multiple models, variables, documents and downloadable Office, PDF or JSON output." }, { "id": "meingpt:meingpt:scheduled", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/scheduled-tasks", "title": "Geplante Aufgaben | MeinGPT Docs", "locator": "Beta availability, triggers and execution account", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Scheduled tasks are support-enabled beta with schedule, webhook and email triggers under the creator account." }, { "id": "onai:onai:review-fix-public-workflow-scope-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public workflow and service offer", "locator": "Automation platform; Coming soon; n8n service/operator sentence; direct public GET HTTP200 2026-10-26, body SHA256 1ea21a62b3a2bb75b66287a93fd86a47984d51519e7fd99f4ca53930996219bc", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The undated public homepage labels the native workflow engine coming soon and describes n8n integration operated by onAI, the customer or a partner, with workflow construction offered on request. It gives no native release date or plan-specific workflow entitlement." }, { "id": "meingpt:meingpt:tools", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/tool-access-policy", "title": "Tool-Zugriffsrichtlinien | MeinGPT Docs", "locator": "Security warning and four enforcement layers", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Tool methods are intersected across admin and assistant policies; there is no interactive per-action permission dialog." }, { "id": "meingpt:meingpt:audit", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/compliance-controls", "title": "Compliance Controls | MeinGPT Docs", "locator": "Core controls and Outpost search log", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Administrative settings logs exclude chat contents and are retained indefinitely; Governance Outpost search records are retained 90 days." }, { "id": "meingpt:meingpt:outlook", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/integrations/connectors/outlook-addin", "title": "Outlook Add-in | MeinGPT Docs", "locator": "Prerequisites, supported clients and central deployment", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The Outlook add-in requires Enterprise API enablement and a personal API key and works in the received-mail reading view." }, { "id": "meingpt:meingpt:terms", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/agb", "title": "Allgemeine Geschäftsbedingungen | MeinGPT | KI-Use-Case-Plattform für den Mittelstand", "locator": "Sections 1a, 2, 3, 5 and final provisions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "German commercial terms distinguish SaaS from contract-agreed on-premise deployment and describe subscriptions, export and termination." }, { "id": "onai:public-web-client", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "The platform > AI Tools; FAQ > What prerequisites do we need to meet?", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The vendor describes an employee workspace in a current browser with nothing to install; native client availability is unspecified." }, { "id": "meingpt:meingpt:images", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/image-generator", "title": "Bilder Generieren | MeinGPT Docs", "locator": "Model list, references and output management", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The image app supports FLUX, GPT Image and Gemini image models with reference images and downloadable files." }, { "id": "meingpt:meingpt:image-admin", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/image-models", "title": "Bildmodelle verwalten | MeinGPT Docs", "locator": "Image-model controls and complete table", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins enable image models and set a default; the table distinguishes manufacturer, host and EU/global processing." }, { "id": "onai:public-images", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Every leading image model in one studio; Compare side by side; Edit in plain words; Run by your admins", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Image Studio advertises GPT Image, Nano Banana Pro, Imagen 4 and FLUX.3, up to three models per prompt, upload editing, per-image estimated costs and administrator controls." }, { "id": "onai:public-image-rights", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Every leading image model in one studio > commercial use", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The vendor says generated images may be used commercially; provider-specific output terms are not supplied." }, { "id": "meingpt:meingpt:meeting", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/meetings", "title": "Meetings | MeinGPT Docs", "locator": "Formats/limits, data flow and prices", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Recordings and transcripts become searchable meeting notes; Hetzner, Gladia and Vertex EU form the processing path." }, { "id": "meingpt:meingpt:prices", "productId": "meingpt", "kind": "vendor-claimed", "url": "https://meingpt.com/preise", "title": "prices", "locator": "Annual price tiers, included functions, add-ons and model-cost sections", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The public calculator uses marginal seat tiers plus model consumption and optional Governance and Outpost fees." }, { "id": "meingpt:meingpt:sso", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/access-and-login-security", "title": "Access & Login Security | MeinGPT Docs", "locator": "Own identity provider, authentication methods and Entra synchronization", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "OIDC, Google and Microsoft login, verified domains and additive Entra group synchronization are documented; SAML is explicitly excluded." }, { "id": "onai:public-pricing-display-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Pay per seat, or one price for everyone > Per seat; Flat price; prices excluding VAT; re-retrieved 2026-10-26, public web-reader representation SHA256 f2b7d5764994efe8fb87021fe13d7295155dd04ec09c8ed7826fcb52acc42b19", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "Published EUR pricing is 17 per user/month with 5 of monthly model budget; a flat annual price is on request, with unlimited users and dedicated/on-premises options." }, { "id": "meingpt:meingpt:scim", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/entra-scim-provisioning", "title": "Entra ID SCIM-Provisionierung | MeinGPT Docs", "locator": "SCIM versus SSO, prerequisites, effects and seat assignment", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "SCIM v1 provisions users only; deactivated accounts retain data and release their seat." }, { "id": "meingpt:meingpt:analytics", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/ai-cockpit", "title": "KI-Cockpit | MeinGPT Docs", "locator": "Typical metrics, user/team costs and knowledge search", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Adoption and cost reports include user, model, API/platform and team breakdowns with CSV and ID-based anonymization." }, { "id": "meingpt:meingpt:audit-export", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/admin-settings-map", "title": "Änderungsprotokoll exportieren | MeinGPT Docs", "locator": "Export procedure, fields and limits", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Admins export filtered administrative changes as CSV or JSON, capped at 10000 entries, 20 MiB and two minutes." }, { "id": "meingpt:meingpt:dpa-page", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/avv", "title": "Auftragsverarbeitungsvertrag | MeinGPT | KI-Use-Case-Plattform für den Mittelstand", "locator": "Version and effectiveness", "sourceDate": "2026-09-24", "retrievedAt": "2026-10-21", "finding": "DPA 2.0.1 dated 24 September 2026 needs signature or recorded electronic acceptance; existing customers retain their agreed version." }, { "id": "meingpt:meingpt:dpa", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/legal/avv/v2.0.1.pdf", "title": "MeinGPT DPA 2.0.1", "locator": "Version 2.0.1; sections 4, 5(5), 7, 9, 12, 13 and Annexes 3/4, pages 3-12", "sourceDate": "2026-09-24", "retrievedAt": "2026-10-21", "finding": "The signed-form DPA prohibits training, lists conditional subprocessors, defines authority-request handling and requires return or deletion within 30 days." }, { "id": "onai:review-contract-plan-gaps", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/#sovereignty", "title": "onAI live general privacy and contract-request copy", "locator": "No training on your data; EU-only processing on request; Everything your data protection officer will ask for; Request the DPA; Per seat/Flat price cards", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "General no-training, optional zero-retention and DPA/AI Act copy is published outside the plan cards, without a retrieved contract or eligibility mapping to Per seat and Flat price." }, { "id": "meingpt:meingpt:security", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/privacy-security/faq-data-security", "title": "Sind meine Daten sicher? | MeinGPT Docs", "locator": "Technical security, deletion and data portability", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Security documentation states TLS 1.3, AES-256, customer-managed keys on request, and no bulk chat/file export." }, { "id": "onai:public-compliance-display-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Everything your data protection officer will ask for; Swiss contract, two laws; re-retrieved 2026-10-26, public web-reader representation SHA256 f2b7d5764994efe8fb87021fe13d7295155dd04ec09c8ed7826fcb52acc42b19", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The vendor advertises a DPA, a public subprocessor list, retention periods and AI Act labels, but the DPA link opens contact rather than the documents." }, { "id": "onai:public-imprint-display-20261026", "productId": "onai", "kind": "documented", "url": "https://onaihq.com/impressum", "title": "onAI imprint", "locator": "Contact; Represented by; VAT number; re-retrieved 2026-10-26, public web-reader representation SHA256 fcb4521fcdfb47e2ab714fee34a0fae0c1bdebca90481980bb3cb136410908fd", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The imprint identifies Telesoft AG in Oberwil-Lieli, Switzerland and Swiss VAT number CHE-106.160.588." }, { "id": "onai:public-website-privacy-display-20261026", "productId": "onai", "kind": "documented", "url": "https://onaihq.com/datenschutz", "title": "onAI website privacy policy", "locator": "Last updated October 2026; introductory scope; sections 5, 6 and 9; re-retrieved 2026-10-26, public web-reader representation SHA256 42ebec9df5cca263fd029ce2dcd8195487b6ee8e72cff07a6431731d8d462ec4", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The policy expressly covers the marketing website, including website processors and retention; it does not establish product workspace processor or retention terms." }, { "id": "onai:public-imprint", "productId": "onai", "kind": "documented", "url": "https://onaihq.com/impressum", "title": "onAI imprint", "locator": "Contact; Represented by; VAT number", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The imprint identifies Telesoft AG in Oberwil-Lieli, Switzerland and Swiss VAT number CHE-106.160.588." }, { "id": "meingpt:meingpt:trust", "productId": "meingpt", "kind": "vendor-claimed", "url": "https://meingpt.com/sicherheit/nachweise", "title": "Sicherheitsnachweise & Trust Center | MeinGPT", "locator": "Certificates, assessments and document access", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "ISO 27001 and a 2025 SySS penetration-test certificate are listed behind email-gated access." }, { "id": "meingpt:meingpt:prices-rev2", "productId": "meingpt", "kind": "vendor-claimed", "url": "https://meingpt.com/preise", "title": "Preise für Plattform, Add-ons und KI-Nutzung | MeinGPT", "locator": "Feature table: Outpost release states; Governance separate agreement; calculator explicitly nonbinding", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The contracted platform is offered with optional Governance and Outpost modules; local files are Early Access and local MCP/PostgreSQL Private Beta. The price calculator requires a binding individual offer." }, { "id": "meingpt:meingpt:secrecy-contract-rev2", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/agb", "title": "meinGPT terms: professional secrecy", "locator": "Section12(4), conditional duties for professional-secret data; no Governance prerequisite stated", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Section12(4) itself imposes indefinite professional secrecy and text-form staff/subcontractor obligations when covered data are processed; it does not state a Governance prerequisite. A separate addendum is outside the verified base-terms finding." }, { "id": "meingpt:meingpt:billing-rev2", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/billing", "title": "Abrechnung verwalten | MeinGPT Docs", "locator": "Workspace types; Business upgrade card; standard-model inclusion", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Self-service Business is EUR29 per user/month excluding VAT, billed monthly, with unlimited standard-model use; premium/reasoning, API and meeting-bot use are separately metered." }, { "id": "onai:onai:public-automation-status-20261026", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI automation and open interfaces", "locator": "Automation platform, Open interfaces and service sections; HTTP 200, body SHA256 a074779dc4d08c5e48440218bbc01353565673585b9e0f7eab517ed9687b77fa", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "The homepage labels its own workflow engine and MCP coming soon. Until then it describes n8n integration operated by onAI, the customer or a partner, with custom workflows as a requested service. No native release date or schedule/trigger entitlement is published." }, { "id": "meingpt:meingpt:ecb-fx", "productId": "meingpt", "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": "onai:public-processing", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "What leaves, and how > No training; Personal data; European AI; EU-only processing on request", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The vendor claims no model training, filtered search/image prompts and an optional EU-only processing tier with provider zero retention; contracts and provider exceptions are not supplied." }, { "id": "onai:public-pricing", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "Pay per seat, or one price for everyone > Per seat; Flat price; prices excluding VAT", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "Published EUR pricing is 17 per user/month with 5 of monthly model budget; a flat annual price is on request, with unlimited users and dedicated/on-premises options." }, { "id": "onai:ecb-fx", "productId": "onai", "kind": "documented", "url": "https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist-90d.xml", "title": "ECB euro reference exchange rates", "locator": "Cube time=2026-10-20; currency USD and CHF", "sourceDate": "2026-10-20", "retrievedAt": "2026-10-21", "finding": "On 2026-10-20 one EUR equals USD 1.1215 and CHF 0.9237; USD to EUR is the reciprocal, 0.8916629514043692." }, { "id": "onai:review-plan-m365", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/#pricing", "title": "onAI live pricing: named Microsoft 365 plan scope", "locator": "Per seat > Answers from Microsoft 365, with each user’s own permissions; Flat price > Everything in Per seat, for every employee", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The Per seat card expressly includes Microsoft 365 answers and the Flat price card includes everything in Per seat; the cards do not establish separate DPA, provider-retention or support entitlements." }, { "id": "onai:review-residency-parts", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/#sovereignty", "title": "onAI live residency statements and external processing paths", "locator": "Ready for your security review; European from the contract down to the DNS; Where your data lives; External services, filtered; EU-only processing on request; pricing cards", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The page separately describes European application/storage infrastructure, named dedicated locations, external AI/search/image/translation services and an optional EU-only AI-processing tier; its unqualified secured-EU-server line does not establish default end-to-end processing, backup, log or support-access residency." }, { "id": "meingpt:meingpt:billing", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/admin-guide/billing", "title": "Abrechnung verwalten | MeinGPT Docs", "locator": "Workspace types, trial differences and Business upgrade", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "A separate Business offer includes standard models; the trial lasts 10 days with EUR 5 credit and no payment details." }, { "id": "meingpt:meingpt:terms-20261026", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/agb", "title": "Allgemeine Geschäftsbedingungen | MeinGPT | KI-Use-Case-Plattform für den Mittelstand", "locator": "Sections 1a, 2, 3, 5 and final provisions", "sourceDate": null, "retrievedAt": "2026-10-26", "finding": "German commercial terms distinguish SaaS from contract-agreed on-premise deployment and describe subscriptions, export and termination." }, { "id": "meingpt:meingpt:status", "productId": "meingpt", "kind": "documented", "url": "https://status.meingpt.com/", "title": "status", "locator": "Platform component and incidents", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "A public service-status page exposes incident history." }, { "id": "onai:public-services", "productId": "onai", "kind": "vendor-claimed", "url": "https://onaihq.com/", "title": "onAI public product and pricing page", "locator": "AI Trainings; AI Workshops; Custom AI Agent Development; Flat price inclusions", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The vendor offers tailored training, workshops and custom agent services; Flat price lists onboarding, training and workshops without itemised service prices." }, { "id": "onai:review-status-service-scope", "productId": "onai", "kind": "documented", "url": "https://onai.instatus.com", "title": "onAI live public status service scope", "locator": "Service list and recent notice history, retrieved 2026-10-21", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The public status page lists Website and notice history; it does not identify a Per seat or Flat price workspace service or a contractual SLA." }, { "id": "meingpt:meingpt:academy", "productId": "meingpt", "kind": "documented", "url": "https://meingpt.com/docs/platform/academy", "title": "Lernen & Entdecken | MeinGPT Docs", "locator": "Learning area content and personalization", "sourceDate": null, "retrievedAt": "2026-10-21", "finding": "The learning area includes guided learning paths and business use cases." } ] }