--- schema_version: 1 rubric_version: "1.1" kind: pair canonical_url: "https://onaihq.com/compare/agents/mistral-vibe-vs-perplexity/" data_url: "https://onaihq.com/compare/agents/mistral-vibe-vs-perplexity/data.json" generated_at: 2026-10-27 last_checked_at: 2026-10-26 last_cross_checked_at: 2026-10-26 next_check_at: 2026-12-20 publisher: "onAI" --- # Mistral Vibe vs Perplexity Enterprise > 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. > Mistral Vibe lifecycle: sunset. The legacy hosted Chat tab and its Chat Agents are being removed progressively as accounts migrate to unified Vibe Work. Enterprise migration began October 1, 2026 with an approximately six-month administrator window; no fixed final end date was published in the inspected release. Scope: Legacy hosted Vibe Chat tab and Chat-created Agents only; not Vibe Work, Vibe Code, Mistral API or customer-deployed models. Continuation: Vibe Work continues with Skills; the rename preserves accounts, plans and conversations. Checked 2026-10-21; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-release-notes, mistral-vibe:mistral-vibe:m-legacy-agents, mistral-vibe:mistral-vibe:m-rename. > Perplexity Enterprise lifecycle: sunset. The organisation file repository retired October 1, 2026; the vendor says remaining files are deleted. This does not end Enterprise or Projects. Scope: Legacy Enterprise organisation file repository only. Continuation: Projects or supported File Connectors continue; downloading and moving files requires manual migration. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-repo-retire, perplexity:perplexity:p-filelimits, perplexity:perplexity:p-security-hub. This comparison has 42 criteria with sourced findings for both products, including 42 that a second agent cross-checked for both. 49 criteria have a sourced finding for at least one product. "Sourced" findings passed publication validation: they are scoped, fresh and cite public resolved sources. "Agent cross-checked" findings also received a separate agent source pass, not necessarily a hands-on test. "Stated by onAI" marks the publisher's own statements about its product (evidence type vendor-statement), which cite no third-party source. Humans approve the rubric, templates and generator; they do not review every finding. It does not declare a winner. A missing sourced finding is not evidence that a capability is absent. - Mistral Vibe source checks: 2026-10-21 to 2026-10-26. - Perplexity Enterprise source checks: 2026-10-21 to 2026-10-26. - Canonical HTML: https://onaihq.com/compare/agents/mistral-vibe-vs-perplexity/ - Machine-readable JSON: https://onaihq.com/compare/agents/mistral-vibe-vs-perplexity/data.json - Methodology: https://onaihq.com/compare/agents/methodology/ ## Models ### MOD-01: Model catalogue and providers Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Hosted Work exposes task-oriented Fast/Think behavior; a complete current per-plan named chat-model catalogue was not established. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Migrated Team and Enterprise hosted Work; no arbitrary named-model picker entitlement asserted; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - providers: Mistral powers core Vibe; images use Black Forest Labs and voice uses Voxtral. Named selectable core-chat models per plan were not established. - current_models: The API model list and pricing recommendations do not establish current models selectable in hosted Work/Chat for each plan. Search on 2026-10-26: https://mistral.ai/products/vibe/, https://docs.mistral.ai/vibe/work/image-generation.md, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - user_choice: The September 22 hosted release explicitly covers migrating Free, Pro, Teams and Enterprise accounts and documents Fast/Think choice in unified Work. These are reasoning modes, not arbitrary provider/model selection. - auto_routing: Work chooses tools automatically, but model-routing rules and display of the chosen model were not established. Search on 2026-10-26: https://mistral.ai/products/vibe/, https://docs.mistral.ai/vibe/work/image-generation.md, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - multimodal_input: Work accepts document/image and audio context; exact model-by-model capabilities were not established. - providers — Which model providers are available? [partial]: Mistral powers core Vibe; images use Black Forest Labs and voice uses Voxtral. Named selectable core-chat models per plan were not established. Sources: mistral-vibe:mistral-vibe:m-home-20261026, mistral-vibe:mistral-vibe:m-image-20261026. - current_models — Which current models are selectable on this plan? [unknown]: The API model list and pricing recommendations do not establish current models selectable in hosted Work/Chat for each plan. Search on 2026-10-26: https://mistral.ai/products/vibe/, https://docs.mistral.ai/vibe/work/image-generation.md, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - user_choice — Can users pick the model per chat? [partial]: The September 22 hosted release explicitly covers migrating Free, Pro, Teams and Enterprise accounts and documents Fast/Think choice in unified Work. These are reasoning modes, not arbitrary provider/model selection. Sources: mistral-vibe:mistral-vibe:m-release-notes-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. - auto_routing — Does the product route between models automatically, and is the chosen model shown? [unknown]: Work chooses tools automatically, but model-routing rules and display of the chosen model were not established. Search on 2026-10-26: https://mistral.ai/products/vibe/, https://docs.mistral.ai/vibe/work/image-generation.md, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - multimodal_input — Which models accept images, audio or files? [partial]: Work accepts document/image and audio context; exact model-by-model capabilities were not established. Sources: mistral-vibe:mistral-vibe:m-files-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-home-20261026, mistral-vibe:mistral-vibe:m-image-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026, mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise offers multiple provider models, manual Search selection and automatic routing in Best, Deep Research and Computer. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=not specified; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - Hosted functions use Perplexity cloud services; Portable local execution is device-local on supported NVIDIA hardware. Portable is not a self-hosted Enterprise backend. - providers — Which model providers are available? [supported]: Enterprise table names OpenAI, Google, Anthropic, MoonshotAI, Z.ai, xAI and NVIDIA; Perplexity provides orchestration and separate local PPLX 27B. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-local. - current_models — Which current models are selectable on this plan? [supported]: October 17 Enterprise Pro/Max Search table lists GPT 6.1 Sol, GPT 6 Astra, Gemini 4 Argon, Gemini 3.8 Flash, Claude Sonnet 5.5, Claude Opus 5.5, Claude Fable 5.1, Kimi K3, GLM 5.3, Grok 4.7 and Nemotron 3.5 Super VL. Settings, retention, region and rollout can narrow the list. Sources: perplexity:perplexity:p-models. - user_choice — Can users pick the model per chat? [supported]: Paid Search users can choose an eligible model per query. Computer can select a model for later session runs; this does not mean every tool step uses it. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-computer. - auto_routing — Does the product route between models automatically, and is the chosen model shown? [partial]: Best chooses per Search query; Deep Research selects automatically and Computer routes per step while excluding organisation-disabled models. Audit answer events identify the model; full routed-model disclosure in every UI remains unverified. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-computer, perplexity:perplexity:p-audit. - multimodal_input — Which models accept images, audio or files? [partial]: Ask/Computer accept files and images and file uploads can transcribe audio/video; no per-current-model input matrix was retrieved. Sources: perplexity:perplexity:p-files, perplexity:perplexity:p-filelimits. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-local, perplexity:perplexity:p-computer, perplexity:perplexity:p-audit, perplexity:perplexity:p-files, perplexity:perplexity:p-filelimits ### MOD-02: Model freshness Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Public product and model changelogs exist; Vibe model lag and version-pinning remain unverified. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: release_lag_days, deprecation_notice, version_pinning. - release_lag_days — What was the lag for each of the last three major releases, per provider? [unknown]: Unknown. The API/model lifecycle pages cannot establish hosted Vibe chat release lag, notice guarantees or admin model pinning; no three-release app availability dataset was obtained. - changelog — Is there a dated public model changelog? [supported]: Mistral publishes dated model/API changes and separate shipped Vibe/Admin release notes. Sources: mistral-vibe:mistral-vibe:m-releases, mistral-vibe:mistral-vibe:m-release-notes. - deprecation_notice — How much notice is given before a model is removed? [unknown]: Unknown. The API/model lifecycle pages cannot establish hosted Vibe chat release lag, notice guarantees or admin model pinning; no three-release app availability dataset was obtained. - version_pinning — Can an admin keep an older model version? [unknown]: Unknown. The API/model lifecycle pages cannot establish hosted Vibe chat release lag, notice guarantees or admin model pinning; no three-release app availability dataset was obtained. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-releases, mistral-vibe:mistral-vibe:m-release-notes #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial A dated changelog exists; provider release lag and guaranteed older-version availability remain gaps. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: release_lag_days, version_pinning. - release_lag_days — What was the lag for each of the last three major releases, per provider? [unknown]: Unknown for release_lag_days. No paired provider/product dates for the last three releases, guaranteed removal notice, or administrator version-pinning policy was retrieved. - changelog — Is there a dated public model changelog? [supported]: Dated public releases include October 5 GPT 6.1 Sol/Claude Opus 5.5 and September 21 GPT 6 Astra. No matched last-three-release provider lag dataset was calculated. Sources: perplexity:perplexity:p-changelog. - deprecation_notice — How much notice is given before a model is removed? [partial]: Model inventory expressly makes no commitment to keep an individual model available. A guaranteed notice period is unknown. Sources: perplexity:perplexity:p-models. - version_pinning — Can an admin keep an older model version? [unknown]: Unknown for version_pinning. No paired provider/product dates for the last three releases, guaranteed removal notice, or administrator version-pinning policy was retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-changelog, perplexity:perplexity:p-models ### MOD-03: Bring-your-own keys and provider contracts Judgment rule: 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. #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. ### MOD-04: Local and self-hosted models Judgment rule: 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. #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Portable Computer runs selected local models; local retrieval endpoints and vendor EU/CH hosting remain unknown. Availability: generally-available Delivery: native Scope: surfaces=Portable Computer local inference on supported NVIDIA Windows/Linux hardware; version=not specified; plan=Enterprise Pro/Max; administrator must allow local inference; add_ons=none stated; deployment_mode=on-premise; region=Customer device; approved cloud steps leave it; os=Windows, Linux. Limitations: - Remaining atomic gaps: self_hosted_embeddings, vendor_hosted_open_models. - self_hosted_chat — Can chat use a customer-hosted model? [supported]: Portable local mode runs PPLX 27B or Qwen 27B on supported NVIDIA Windows/Linux hardware. The requirement table explicitly includes Enterprise Pro/Max; this is local agent/inference, not an arbitrary hosted-model endpoint for cloud Ask. Sources: perplexity:perplexity:p-local. - self_hosted_embeddings — Can retrieval use customer-hosted embeddings? [unknown]: Unknown for self_hosted_embeddings. Portable Computer documents local models and a local index, but no configurable embedding endpoint, vendor EU/CH open-model hosting location or full Enterprise deployment parity matrix. - feature_parity — Which features fail with self-hosted models? [partial]: Portable local mode excludes Brain and saved memory, and loads one smaller model at a time. Cloud research, frontier reasoning and some browser/connector steps need approval. Embedding configuration and full parity remain unknown. Sources: perplexity:perplexity:p-local. - vendor_hosted_open_models — Does the vendor host open-weight models in EU/CH? [unknown]: Unknown for vendor_hosted_open_models. Portable Computer documents local models and a local index, but no configurable embedding endpoint, vendor EU/CH open-model hosting location or full Enterprise deployment parity matrix. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-local ### MOD-05: Model control and usage limits Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Vibe publishes relative plan allowances and some fixed limits; per-group model policies remain open. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: model_allowlist_by_group, data_bound_models, default_model. - model_allowlist_by_group — Can admins limit models per group? [unknown]: Unknown. Admin Workspace/tool controls were checked, but an enforced group-to-model allowlist, data-to-model rule or admin default chat model was not established. - data_bound_models — Can admins restrict which models receive connector or knowledge content? [unknown]: Unknown. Admin Workspace/tool controls were checked, but an enforced group-to-model allowlist, data-to-model rule or admin default chat model was not established. - default_model — Can admins set the default model? [unknown]: Unknown. Admin Workspace/tool controls were checked, but an enforced group-to-model allowlist, data-to-model rule or admin default chat model was not established. - user_limits — What per-user message or token limits apply, and are they published? [partial]: The page gives relative multipliers and Team Flash Answers at 200/day versus Pro 150/day. An exhaustive exact Work limit table was not established. Sources: mistral-vibe:mistral-vibe:m-pricing. - limit_behaviour — What happens when a limit is reached? [partial]: Library processing exhaustion pauses new uploads while existing content stays usable; paid API/Code usage can stop or consume prepaid PAYG. Sources: mistral-vibe:mistral-vibe:m-libraries, mistral-vibe:mistral-vibe:m-subscription. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-libraries, mistral-vibe:mistral-vibe:m-subscription #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Organisation model restrictions and Computer credit caps exist; group-specific model policy is unverified. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: data_bound_models, default_model. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - model_allowlist_by_group — Can admins limit models per group? [partial]: Admins restrict providers/models for the organisation and Computer excludes disabled models. Roles guide places model settings under organisation Data and privacy; group-specific allowlists remain unverified. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-roles, perplexity:perplexity:p-computer. - data_bound_models — Can admins restrict which models receive connector or knowledge content? [unknown]: Unknown for data_bound_models. Published organisation model controls do not establish group-specific model rules, content-bound model rules, an administrator default or exact Ask quotas. - default_model — Can admins set the default model? [unknown]: Unknown for default_model. Published organisation model controls do not establish group-specific model rules, content-bound model rules, an administrator default or exact Ask quotas. - user_limits — What per-user message or token limits apply, and are they published? [partial]: Computer includes 500 credits/Pro seat/month or 15,000/Max, plus capped pool access. Weekly session limits are 100 Pro/1,000 Max. Exact model-specific Ask/token quotas remain unknown. Sources: perplexity:perplexity:p-credits, perplexity:perplexity:p-filelimits. - limit_behaviour — What happens when a limit is reached? [partial]: Computer pool exhaustion or applicable cap blocks use until funded/raised; scheduled runs skip when credits unavailable and repeated skips pause tasks. Permission/cache refresh can delay cap changes; Ask limits behavior unverified. Sources: perplexity:perplexity:p-credits, perplexity:perplexity:p-tasks. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-roles, perplexity:perplexity:p-computer, perplexity:perplexity:p-credits, perplexity:perplexity:p-filelimits, perplexity:perplexity:p-tasks ## Company knowledge ### KNOW-01: Files in chat Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Work accepts documents, tables, images and recordings; documentation does not replace a file-fidelity test. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: limits, full_vs_chunked. - formats — Which formats are accepted? [supported]: PDF, Word, PowerPoint, Excel/CSV/ODS/Numbers, common images/text/code and email formats are listed. Sources: mistral-vibe:mistral-vibe:m-files. - limits — What size and count limits apply per file and chat? [unknown]: Unknown. The 100 MB/100-file limits are for Libraries; exact per-chat file byte/count limits were not established and were not copied across. - ocr — Are scanned PDFs read? [partial]: Work describes extracting text from scanned-page images; complete multi-page scanned-PDF fidelity was not tested. Sources: mistral-vibe:mistral-vibe:m-files. - spreadsheets — Are Excel tables read with structure intact? [partial]: Excel/CSV analysis and paid spreadsheet editing are documented; formulas/structure were not tested against the shared workbook. Sources: mistral-vibe:mistral-vibe:m-files, mistral-vibe:mistral-vibe:m-sheets. - full_vs_chunked — Is the whole file used or only retrieved parts, and does the user see which? [unknown]: Unknown. Files persist for the chat and Libraries are indexed, but exact full-file versus chunk selection and user-visible coverage were not verified. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-files, mistral-vibe:mistral-vibe:m-sheets #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise uploads have explicit product-specific limits; OCR and table fidelity remain untested. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: ocr. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - formats — Which formats are accepted? [supported]: Uploads support PDF/text/code/images and audio/video transcription; video visual frames are not indexed. Projects store any format, but Ask needs parseable text and Computer supports more formats. Sources: perplexity:perplexity:p-files, perplexity:perplexity:p-filelimits. - limits — What size and count limits apply per file and chat? [supported]: Enterprise Ask: 30 files/upload, 50 MB/file and 30 images/query. Computer: 200 MB/file. Weekly sessions: 100 Pro/1,000 Max. Project files use a separate 100 MB limit. Sources: perplexity:perplexity:p-filelimits. - ocr — Are scanned PDFs read? [unknown]: Unknown for ocr. No scanned-PDF OCR or spreadsheet structure benchmark was run. The guides do not establish exact context selection disclosure for every Enterprise upload mode. - spreadsheets — Are Excel tables read with structure intact? [partial]: Projects accept spreadsheet files and Computer/Excel add-in analyses workbooks. Preservation of formulas, sheets and table structure was not tested. Sources: perplexity:perplexity:p-filelimits, perplexity:perplexity:p-office. - full_vs_chunked — Is the whole file used or only retrieved parts, and does the user see which? [partial]: Generic upload guide says short documents fit fully while long ones use selected important parts. Per-file inclusion indicators and exact Computer context behavior are unverified. Sources: perplexity:perplexity:p-files. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-files, perplexity:perplexity:p-filelimits, perplexity:perplexity:p-office ### KNOW-02: Knowledge bases and shared collections Judgment rule: 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. #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Projects are persistent shared file/task workspaces, with a distinct storage and access model. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - persistent_collections — Can users keep document collections across chats? [supported]: Projects persist searches, Computer tasks, files, instructions and tools across sessions. Sources: perplexity:perplexity:p-projects. - sharing_scope — Can collections be shared with users, groups or the whole organisation? [partial]: Projects private by default; owner/editor/viewer roles and individual invites, with organisation sharing on Enterprise. Exact identity-group grants were not established. Sources: perplexity:perplexity:p-projects. - size_limits — What are the collection limits? [supported]: Unlimited Projects, each up to 10,000 files, 5 GB total and 100 MB/file. New uploads rejected at the limit; Enterprise owner may invite 9,999 contributors. Sources: perplexity:perplexity:p-projects, perplexity:perplexity:p-filelimits. - assistant_binding — Can collections be bound to an assistant? [partial]: Project instructions and files apply to its Computer work; this establishes project-bound context. A separate reusable assistant binding interface was not established. Sources: perplexity:perplexity:p-projects. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-projects, perplexity:perplexity:p-filelimits ### KNOW-03: Enterprise connectors Judgment rule: 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). #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Named featured connectors and a third-party MCP directory connect external data and actions; current pricing labels connectors beta. Availability: beta Delivery: official-integration Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team and Enterprise hosted Vibe Work after account migration; feature-specific beta/preview and Enterprise-only controls retained below; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - microsoft_365: Featured sources list Outlook, Outlook Calendar and SharePoint Search API. Separate OneDrive/Teams connector entitlements were not verified. - google_workspace: The guide names Gmail, Google Calendar and Google Drive in Work context; exact Google Drive setup scope was not fully verified. - on_prem_sources: Custom MCP can point at reachable tools, but a supported on-prem file-share/database connector with verified network prerequisites was not established. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/connectors.md, https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/vibe/work/connectors/mcp-connectors.md. No additional scoped evidence established this answer. - microsoft_365 — Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected? [partial]: Featured sources list Outlook, Outlook Calendar and SharePoint Search API. Separate OneDrive/Teams connector entitlements were not verified. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026. - google_workspace — Which Google sources are connected? [partial]: The guide names Gmail, Google Calendar and Google Drive in Work context; exact Google Drive setup scope was not fully verified. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-files-20261026. - atlassian — Confluence and Jira? [supported]: The featured Atlassian connector supports Confluence and Jira. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026. - other_systems — Which other business systems? [supported]: Featured examples include Box, GitHub, Linear, Notion, Slack and Stripe; the remaining MCP directory is third-party. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026. - on_prem_sources — Can on-prem file shares or databases be connected? [unknown]: Custom MCP can point at reachable tools, but a supported on-prem file-share/database connector with verified network prerequisites was not established. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/connectors.md, https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/vibe/work/connectors/mcp-connectors.md. No additional scoped evidence established this answer. - connector_provider — Who builds and maintains each connector? [supported]: Featured integrations are Mistral-managed; custom/directory MCP servers are third-party/customer-operated and need admin setup. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Live file connectors, Computer apps, Teams and remote MCP provide business data access. Availability: generally-available Delivery: official-integration Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=not specified; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: atlassian. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - Hosted functions use Perplexity cloud services; Portable local execution is device-local on supported NVIDIA hardware. Portable is not a self-hosted Enterprise backend. - microsoft_365 — Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected? [supported]: OneDrive and SharePoint file connectors are documented. Computer also connects to Outlook and Teams through separate grants and installations. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-office, perplexity:perplexity:p-teams. - google_workspace — Which Google sources are connected? [supported]: Google Drive file connector and personal Gmail/primary Google Calendar OAuth are documented. Send/edit scopes support actions; access is not uniformly read-only. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-gmail. - atlassian — Confluence and Jira? [unknown]: Unknown for atlassian. The sources name several file and app connectors. A complete current connector/permission/maintainer matrix, including Atlassian and on-prem shares/databases, was not retrieved. - other_systems — Which other business systems? [partial]: Dropbox and Box file connectors; the Microsoft integration page also names Salesforce, Amplitude, Asana, FactSet and Snowflake. Complete entitlements and partner contracts remain unknown. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-office. - on_prem_sources — Can on-prem file shares or databases be connected? [partial]: Custom HTTPS MCP can use Cloudflare Access-protected endpoints; Portable uses local stdio MCP. Native on-prem file-share/database connectors and their permission guarantees remain unverified. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-local. - connector_provider — Who builds and maintains each connector? [partial]: Perplexity documents built-in connectors; customers supply custom MCP servers and credentials. The maintainer and support contract for each external integration remain unverified. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-mcp. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-office, perplexity:perplexity:p-teams, perplexity:perplexity:p-gmail, perplexity:perplexity:p-mcp, perplexity:perplexity:p-local ### KNOW-04: Permission-aware retrieval Judgment rule: 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. #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Live query permissions differ from static Project copies and shared answers. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: sensitivity_labels. - source_permissions_respected — Are source permissions enforced per user? [partial]: Live searches use the connected user's permissions. Shared answers can reveal file content to recipients without original-file access; Project copies use Project membership. No two-user scenario was run. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq. - enforcement_point — Does the source system, a mirrored index or nothing enforce them? [supported]: Source OAuth governs live queries; Project imports create static copies governed by Project access. Original-file links require source access, which does not prevent answer disclosure. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq. - revocation_delay — How quickly does a removed permission take effect? [partial]: FAQ says source permission changes affect live search immediately; this was not measured. Project copies require separate removal or access management. Sources: perplexity:perplexity:p-connectfaq. - admin_scope_controls — Can admins exclude sites, folders or labels? [partial]: Admins enable connectors; users connect OAuth accounts and select folders. Sales-assisted connector RBAC gates runtime use. Admin site/folder/label exclusions were not established. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connector-rbac. - sensitivity_labels — Are Microsoft Purview or similar labels respected? [unknown]: Unknown for sensitivity_labels. No two-user permission-revocation or sensitivity-label scenario was run. A source-level administrator exclusion policy and Purview enforcement matrix were not retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq, perplexity:perplexity:p-connector-rbac ### KNOW-05: Freshness and sync model Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Request-time featured connectors and indexed Knowledge Connectors are distinct; source deletions propagate after synchronization with no published interval. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team and Enterprise hosted Vibe Work after account migration; feature-specific beta/preview and Enterprise-only controls retained below; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - sync_interval: No universal source-sync interval was established; live connectors and manually indexed Libraries must be distinguished. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/connectors.md, https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. - deletion_propagation: The connected-tool help article says source file/folder/library deletion propagates to the Knowledge Connector index after synchronization. Disabling a Knowledge Connector removes access and schedules index deletion. No bounded propagation or purge time is stated. - index_location: Libraries state European cloud storage; exact country, backup and embedding-processing regions were not established. - live_or_indexed — Is content searched live or copied into an index? [supported]: Featured request-time connectors fetch live without a persistent connector index. Knowledge Connectors can separately index selected files, folders or libraries; uploaded Libraries persist their own content. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:connector-data-controls-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. - sync_interval — How often does an index refresh? [unknown]: No universal source-sync interval was established; live connectors and manually indexed Libraries must be distinguished. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/connectors.md, https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. - deletion_propagation — How quickly does a deleted document disappear? [partial]: The connected-tool help article says source file/folder/library deletion propagates to the Knowledge Connector index after synchronization. Disabling a Knowledge Connector removes access and schedules index deletion. No bounded propagation or purge time is stated. Sources: mistral-vibe:mistral-vibe:connector-data-controls-20261026. - index_location — Where is indexed content stored? [partial]: Libraries state European cloud storage; exact country, backup and embedding-processing regions were not established. Sources: mistral-vibe:mistral-vibe:m-libraries-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:connector-data-controls-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Live searches query current sources; files imported into Projects are static snapshots. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=Document/Office file connector behavior; media connector support unverified and excluded; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - No positive or negative connector audio/video capability is asserted. The documentation discrepancy is a named gap; the live-versus-copy finding is restricted to document formats common to both guides. - live_or_indexed — Is content searched live or copied into an index? [partial]: For documented text/Office files, Standard Search queries sources live without a Perplexity file-index copy; attachments and Project imports keep snapshots. Media connector support is unknown because the introduction excludes audio/video while the FAQ lists them. Direct media uploads are a separate workflow. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq. - sync_interval — How often does an index refresh? [supported]: Project imports require manual reimport to refresh; no automatic sync. Live queries have no batch refresh interval. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq. - deletion_propagation — How quickly does a deleted document disappear? [partial]: New live queries reflect source changes. Existing Project copies remain until removed or reimported; propagation timing was not measured. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq. - index_location — Where is indexed content stored? [partial]: FAQ names AWS S3 for copied files without a region. Exact Project index, storage and backup locations remain unknown. Sources: perplexity:perplexity:p-connectfaq. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq ### KNOW-06: Grounding and retrieval quality Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Library answers document numbered footnotes; measured multilingual grounding quality remains unknown. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team and Enterprise hosted Vibe Work after account migration; feature-specific beta/preview and Enterprise-only controls retained below; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - citation_accuracy: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - cross_language: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - no_answer_behaviour: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - observed_accuracy: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - citations — Are answers linked to specific sources? [supported]: Library responses use numbered footnotes to source passages and a Sources panel. Sources: mistral-vibe:mistral-vibe:m-libraries-20261026. - citation_accuracy — Do the cited passages support the answer? [unknown]: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - cross_language — Does a question in one language find documents in another? [unknown]: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - no_answer_behaviour — Does it say when the corpus has no answer? [unknown]: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. - observed_accuracy — How many of the question set were answered correctly? [unknown]: No shared DE/FR/EN corpus or question-set trial was run, so this quality outcome cannot be inferred from feature documentation. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/libraries.md, https://mistral.ai/pricing/, https://docs.mistral.ai/vibe/work/connectors.md. No additional scoped evidence established this answer. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Source-linked answers are documented; retrieval quality is unmeasured. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: citation_accuracy, cross_language, no_answer_behaviour, observed_accuracy. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - citations — Are answers linked to specific sources? [supported]: Connector answers link to files; Office and Deep Research cite source documents and web links. Citation correctness was not independently tested. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-office, perplexity:perplexity:p-research. - citation_accuracy — Do the cited passages support the answer? [unknown]: Unknown for citation_accuracy. The shared DE/FR/EN question corpus was not run. Citation correctness, cross-language retrieval, abstention and measured accuracy remain unobserved. - cross_language — Does a question in one language find documents in another? [unknown]: Unknown for cross_language. The shared DE/FR/EN question corpus was not run. Citation correctness, cross-language retrieval, abstention and measured accuracy remain unobserved. - no_answer_behaviour — Does it say when the corpus has no answer? [unknown]: Unknown for no_answer_behaviour. The shared DE/FR/EN question corpus was not run. Citation correctness, cross-language retrieval, abstention and measured accuracy remain unobserved. - observed_accuracy — How many of the question set were answered correctly? [unknown]: Unknown for observed_accuracy. The shared DE/FR/EN question corpus was not run. Citation correctness, cross-language retrieval, abstention and measured accuracy remain unobserved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-office, perplexity:perplexity:p-research ### KNOW-07: Memory and personal context Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: supported Migrated Work uses personal Knowledge Base and persistent instructions, with user and admin controls. Availability: beta Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Migrated Team/Enterprise hosted Work; personal Knowledge Base public preview, organization/workspace controls as documented; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. - custom_instructions — Can users set persistent instructions? [supported]: Persistent account instructions specify role, tone and format; Projects can carry their own instructions. Sources: mistral-vibe:mistral-vibe:m-instructions-20261026, mistral-vibe:mistral-vibe:m-projects-20261026. - cross_chat_memory — Does the product remember facts across chats? [supported]: Work Knowledge Base retrieves saved knowledge across tasks; it replaces legacy Memories as accounts migrate. Sources: mistral-vibe:mistral-vibe:m-memory-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026. - user_memory_controls — Can users view, edit and delete memories? [supported]: Users can browse/edit/delete/export knowledge and disable its use; disabling does not erase saved entries. Sources: mistral-vibe:mistral-vibe:m-memory-20261026. - admin_memory_controls — Can admins turn memory off? [supported]: Admins can disable Knowledge and constrain sensitive-data saving at organization/Workspace scope. Sources: mistral-vibe:mistral-vibe:m-memory-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-instructions-20261026, mistral-vibe:mistral-vibe:m-projects-20261026, mistral-vibe:mistral-vibe:m-memory-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: supported Enterprise history and saved-memory controls are documented; Computer Brain is a Max Research Preview, and Portable local mode excludes Brain and saved memory. Availability: unknown Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware; version=Current Enterprise memory; Enterprise Max Brain Research Preview, not general availability for the whole criterion; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=not specified; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - Hosted functions use Perplexity cloud services; Portable local execution is device-local on supported NVIDIA hardware. Portable is not a self-hosted Enterprise backend. - The schema has no public/research-preview state. Mixed memory availability remains unknown at criterion level; Brain is explicitly Research Preview. - custom_instructions — Can users set persistent instructions? [supported]: Project instructions persist, with an 8,000-character limit. This does not establish organisation-wide instructions. Sources: perplexity:perplexity:p-projects. - cross_chat_memory — Does the product remember facts across chats? [supported]: History reference, saved memory and Project Brain are documented. Enterprise Brain is a Max research preview. Portable local mode excludes Brain and saved memory. Sources: perplexity:perplexity:p-memory, perplexity:perplexity:p-projects, perplexity:perplexity:p-local. - user_memory_controls — Can users view, edit and delete memories? [supported]: Users can disable, view, edit and delete saved memories. Deleted-memory logs may remain for 30 days. Sources: perplexity:perplexity:p-memory. - admin_memory_controls — Can admins turn memory off? [supported]: Admins control history reference and saved memory. Disabling organisation memory deletes existing memories and turns it off for users. Sources: perplexity:perplexity:p-memory. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-projects, perplexity:perplexity:p-memory, perplexity:perplexity:p-local ## Assistants and agents ### AGT-01: Custom assistants Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Skills are the current reusable Work configuration; legacy Chat Agents remain migration-scoped. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration, Legacy Vibe Chat during enterprise migration; version=not specified; plan=Team/Enterprise Work Skills; legacy Chat Agents only during migration; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - creator_permissions: Admins govern Skills/features and may force-enable Workspace Skills; a separate per-user creator-role restriction was not fully verified. - create_assistants — Can users create assistants with instructions, knowledge and tools? [supported]: Work users create reusable Skills with instructions/resources. Legacy Chat Agents additionally bind instructions, tools and Libraries during migration. Sources: mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:m-legacy-agents-20261026. - creator_permissions — Can admins limit who creates them? [partial]: Admins govern Skills/features and may force-enable Workspace Skills; a separate per-user creator-role restriction was not fully verified. Sources: mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026. - sharing_scope — Can assistants be shared with users, groups or everyone? [supported]: Skills can be personal or published to a Workspace; legacy Agents have individual/group/organization sharing. Sources: mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:m-legacy-agents-20261026. - catalogue — Is there an internal assistant directory? [supported]: The Skills interface distinguishes built-in, personal and Workspace Skills; Studio-published resources can appear in Work. Sources: mistral-vibe:mistral-vibe:m-skills-20261026. - prompt_library — Are shared prompt templates available? [supported]: Built-in Skills include research, extraction and onboarding, and custom Skills can encode reusable methods/templates. Sources: mistral-vibe:mistral-vibe:m-skills-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:m-legacy-agents-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer Skills and Projects package reusable instructions and context; managed Enterprise roles govern organization Skills and Plugins separately. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - create_assistants: Users create custom Skills with SKILL.md/ZIP instructions. Projects combine instructions, files and tools. These establish task packages; a separate assistant directory remains unverified. - creator_permissions: The sales-assisted Enterprise Roles & Permissions guide lists Manage organization skills for creation/modification/review. Plugin creation/publishing permissions are separate and depend on rollout. This does not establish identical self-serve controls or a universal assistant-creation role. - sharing_scope: Project owner/editor/viewer permissions and Enterprise organisation sharing apply to task context. Custom Skill publishing to groups or the organisation remains unverified. - catalogue: Computer offers Installed and Discover views with Skill search by name or description. It is a Skills catalogue; a complete directory of organization assistants with model/knowledge/tool versions was not established. Plugins arrive first on individual/self-serve Enterprise, while managed Enterprise continues Skills until its rollout. - prompt_library: Custom Skills store reusable instructions, and eligible managed Enterprise roles can manage organization Skills. This supplies reusable task instructions rather than a verified separate shared prompt-template library. - create_assistants — Can users create assistants with instructions, knowledge and tools? [partial]: Users create custom Skills with SKILL.md/ZIP instructions. Projects combine instructions, files and tools. These establish task packages; a separate assistant directory remains unverified. Sources: perplexity:perplexity:p-skills-20261026, perplexity:perplexity:p-projects-20261026. - creator_permissions — Can admins limit who creates them? [partial]: The sales-assisted Enterprise Roles & Permissions guide lists Manage organization skills for creation/modification/review. Plugin creation/publishing permissions are separate and depend on rollout. This does not establish identical self-serve controls or a universal assistant-creation role. Sources: perplexity:perplexity:p-roles-20261026. - sharing_scope — Can assistants be shared with users, groups or everyone? [partial]: Project owner/editor/viewer permissions and Enterprise organisation sharing apply to task context. Custom Skill publishing to groups or the organisation remains unverified. Sources: perplexity:perplexity:p-projects-20261026, perplexity:perplexity:p-skills-20261026. - catalogue — Is there an internal assistant directory? [partial]: Computer offers Installed and Discover views with Skill search by name or description. It is a Skills catalogue; a complete directory of organization assistants with model/knowledge/tool versions was not established. Plugins arrive first on individual/self-serve Enterprise, while managed Enterprise continues Skills until its rollout. Sources: perplexity:perplexity:p-skills-20261026, perplexity:perplexity:p-roles-20261026. - prompt_library — Are shared prompt templates available? [partial]: Custom Skills store reusable instructions, and eligible managed Enterprise roles can manage organization Skills. This supplies reusable task instructions rather than a verified separate shared prompt-template library. Sources: perplexity:perplexity:p-skills-20261026, perplexity:perplexity:p-roles-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: perplexity:perplexity:p-skills-20261026, perplexity:perplexity:p-projects-20261026, perplexity:perplexity:p-roles-20261026 ### AGT-02: Tools, actions and MCP Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: supported Work provides native tools, custom remote MCP and explicit action controls. Availability: beta Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise hosted Work; connectors/custom MCP beta; Studio workflow execution separately metered; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. - builtin_tools — Which tools are built in? [supported]: Tools include web/Open URL, Libraries, paid Code Interpreter, Canvas, image generation, Skills and connectors. Sources: mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:m-web-20261026, mistral-vibe:mistral-vibe:m-interpreter-20261026. - custom_actions — Can admins add API actions? [supported]: Admins can add customer MCP tools; Studio developers can publish deterministic Workflows as callable assistants. Sources: mistral-vibe:mistral-vibe:m-mcp-20261026, mistral-vibe:mistral-vibe:m-workflows-20261026. - mcp_client — Can it use remote MCP servers, and with what admin control? [supported]: Custom HTTPS MCP servers support auto-detected no-auth, Bearer/Basic or OAuth 2.1 authentication and require administrator setup. Sources: mistral-vibe:mistral-vibe:m-mcp-20261026. - tool_auth — Do tools act as the user or as a shared account? [supported]: Featured tools use personal OAuth, with separate organization-level GitHub/Slack bot routes and MCP credentials. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-admincon-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026. - tool_approval — Can admins approve or block tools, and can users confirm actions before they run? [supported]: Writes pause for Continue, Always allow or Decline; users can preauthorize a function, while admins can block/restrict tools. Sources: mistral-vibe:mistral-vibe:m-safety-20261026, mistral-vibe:mistral-vibe:m-admincon-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:m-web-20261026, mistral-vibe:mistral-vibe:m-interpreter-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026, mistral-vibe:mistral-vibe:m-workflows-20261026, mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-admincon-20261026, mistral-vibe:mistral-vibe:m-safety-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer uses built-in tools and administratively controlled MCP connectors with several authentication modes. Availability: generally-available Delivery: official-integration Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=not specified; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - Hosted functions use Perplexity cloud services; Portable local execution is device-local on supported NVIDIA hardware. Portable is not a self-hosted Enterprise backend. - builtin_tools — Which tools are built in? [supported]: Computer combines web research, code, data analysis, generated documents, browsers and connected apps. Portable adds local files and local MCP. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-local. - custom_actions — Can admins add API actions? [partial]: Customers add remote MCP tools and custom Skills. A standalone arbitrary API-action editor or schema was not established. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-skills. - mcp_client — Can it use remote MCP servers, and with what admin control? [supported]: HTTPS MCP supports SSE and streamable HTTP. Admins enable custom connectors and manage organisation connectors; managed plans can grant role-specific runtime access. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-connector-rbac. - tool_auth — Do tools act as the user or as a shared account? [supported]: OAuth2, API key or no authentication. Organisation OAuth can share an admin connection or require each member's login. Shared credentials do not automatically enforce each member's source ACLs. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-gmail. - tool_approval — Can admins approve or block tools, and can users confirm actions before they run? [partial]: Admins disable connectors; managed RBAC gates execution. Portable requires cloud-egress approval and Office previews edits. Universal cloud action confirmation remains unverified. Sources: perplexity:perplexity:p-connector-rbac, perplexity:perplexity:p-local, perplexity:perplexity:p-office. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-local, perplexity:perplexity:p-mcp, perplexity:perplexity:p-skills, perplexity:perplexity:p-connector-rbac, perplexity:perplexity:p-gmail, perplexity:perplexity:p-office ### AGT-03: Web search and deep research Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Live web search and a Deep Research Skill produce linked sources; exact search processing regions remain unspecified. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Migrated Team/Enterprise Work web search and Deep Research Skill; limits by plan; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - search_provider: AFP/AP supply news results. The general web-search backend and its query-processing region were not established. - deep_research: Deep Research is available as a Work Skill producing multi-source cited reports; exact plan limits need the pricing/account scope. - web_search — Is web search available? [supported]: Web search and Open URL retrieve current public information; login/paywalled pages have documented limitations. Sources: mistral-vibe:mistral-vibe:m-web-20261026. - admin_toggle — Can admins disable it per organisation or group? [supported]: Admins can disable Web Search and Deep Research per Workspace; group access can be assigned through Workspace membership. Sources: mistral-vibe:mistral-vibe:m-adminvibe-20261026, mistral-vibe:mistral-vibe:m-groups-20261026. - search_provider — Which search provider handles queries, and where? [partial]: AFP/AP supply news results. The general web-search backend and its query-processing region were not established. Sources: mistral-vibe:mistral-vibe:m-web-20261026. - deep_research — Is multi-step research with a report available? [partial]: Deep Research is available as a Work Skill producing multi-source cited reports; exact plan limits need the pricing/account scope. Sources: mistral-vibe:mistral-vibe:m-web-20261026, mistral-vibe:mistral-vibe:m-skills-20261026. - web_citations — Are web sources cited? [supported]: Web responses provide inline references and a Sources panel. Sources: mistral-vibe:mistral-vibe:m-web-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-web-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026, mistral-vibe:mistral-vibe:m-groups-20261026, mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Search and multi-step Deep Research are core functions; search routing geography is a gap. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: admin_toggle, search_provider. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - web_search — Is web search available? [supported]: Enterprise Ask and Computer search the web. Projects can combine files and web research. Sources: perplexity:perplexity:p-entpro, perplexity:perplexity:p-computer. - admin_toggle — Can admins disable it per organisation or group? [unknown]: Unknown for admin_toggle. The current help pages do not establish search-backend subprocessor geography or a group-level web-search off switch. - search_provider — Which search provider handles queries, and where? [unknown]: Unknown for search_provider. The current help pages do not establish search-backend subprocessor geography or a group-level web-search off switch. - deep_research — Is multi-step research with a report available? [supported]: Deep Research creates multi-source reports with charts, executed code and downloadable files. Models are selected automatically. Sources: perplexity:perplexity:p-research, perplexity:perplexity:p-models. - web_citations — Are web sources cited? [supported]: Deep Research and Office output cite web and connected sources; accuracy was not tested. Sources: perplexity:perplexity:p-research, perplexity:perplexity:p-office. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-entpro, perplexity:perplexity:p-computer, perplexity:perplexity:p-research, perplexity:perplexity:p-models, perplexity:perplexity:p-office ### AGT-04: Workflows and automation Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Studio developers publish Workflows for Work use, with tier entitlement unspecified; time-based Work scheduling is public preview. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise Work scheduling and workflow selection; Studio construction/hosting needs its own paid API or Enterprise entitlement; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Time-based scheduling remains public preview. Studio workflow creation/hosting needs a separately eligible service plan; current scheduling is not event-triggered. - workflow_builder — Is there a workflow or chain builder? [supported]: Work does not build deterministic Workflows itself; Studio developers build and publish them for explicit selection in Work. Sources: mistral-vibe:mistral-vibe:m-workflows-20261026. - scheduled_tasks — Can prompts or assistants run on a schedule? [supported]: Public-preview schedules run once/daily/weekly/monthly/yearly; Free advertises up to five and paid plans fair-use conditions. Sources: mistral-vibe:mistral-vibe:m-schedule-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. - event_triggers — Can external events start a workflow? [unsupported]: The scheduling guide states triggers are time-based for now; event triggers are prospective, without a dated commitment. Sources: mistral-vibe:mistral-vibe:m-schedule-20261026. - builder_audience — Is building aimed at business users, IT or developers? [supported]: Studio workflow construction targets developers; ordinary Work users select published workflows and schedule prompts. Sources: mistral-vibe:mistral-vibe:m-workflows-20261026, mistral-vibe:mistral-vibe:m-schedule-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-workflows-20261026, mistral-vibe:mistral-vibe:m-schedule-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer supports natural-language automation, scheduled jobs and condition-based triggers. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - workflow_builder — Is there a workflow or chain builder? [partial]: Users describe multi-step work in prompts and package it in Skills. A visual versioned chain builder was not established. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-skills. - scheduled_tasks — Can prompts or assistants run on a schedule? [supported]: Recurring Computer tasks run at most hourly, up to 15 per conversation. Unattended runs use isolated agents; insufficient credits cause skips and eventual pauses. Sources: perplexity:perplexity:p-tasks. - event_triggers — Can external events start a workflow? [partial]: Enterprise overview describes email, calendar, flight-status and file-condition triggers. Per-connector event coverage and limits remain unverified. Sources: perplexity:perplexity:p-computer. - builder_audience — Is building aimed at business users, IT or developers? [supported]: Scheduling and Skills use natural language. Custom MCP requires technical server and authentication setup. Sources: perplexity:perplexity:p-tasks, perplexity:perplexity:p-skills, perplexity:perplexity:p-mcp. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-skills, perplexity:perplexity:p-tasks, perplexity:perplexity:p-mcp ### AGT-05: Agentic task execution Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Work is documented as a supervised multi-step agent with task progress and optional preauthorization. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise migrated Work agent execution and plan-included connectors; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - agent_mode: Work decomposes tasks and calls connectors/tools; no fixture execution or intervention count was observed. - agent_mode — Is there an agent mode for multi-step tasks? [partial]: Work decomposes tasks and calls connectors/tools; no fixture execution or intervention count was observed. Sources: mistral-vibe:mistral-vibe:m-safety-20261026. - visible_steps — Are steps and tool calls shown? [supported]: Longer tasks show todos, reasoning summaries and expandable tool inputs/outputs/status. Sources: mistral-vibe:mistral-vibe:m-safety-20261026. - side_effect_confirmation — Must the user confirm actions with side effects? [supported]: External create/update/send/delete actions request approval unless the user has Always allow enabled for that function. Sources: mistral-vibe:mistral-vibe:m-safety-20261026. - stop_control — Can the user stop a running task? [supported]: A stop button can interrupt work, but the guide warns that already-submitted external effects cannot be guaranteed stopped or undone. Sources: mistral-vibe:mistral-vibe:m-safety-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-safety-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer executes asynchronous multi-step tasks; universal confirmation and stopping behavior need a trial. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: visible_steps, stop_control. - agent_mode — Is there an agent mode for multi-step tasks? [supported]: Computer runs asynchronous multi-tool tasks combining research, analysis, documents, email and follow-ups. Sources: perplexity:perplexity:p-computer. - visible_steps — Are steps and tool calls shown? [unknown]: Unknown for visible_steps. No live task was run. A universal side-effect approval policy and exact stop/rollback semantics were not retrieved. - side_effect_confirmation — Must the user confirm actions with side effects? [partial]: Office promises review before edits; Portable asks before cloud steps. Mandatory confirmation for every cloud email/browser action remains unverified. Sources: perplexity:perplexity:p-office, perplexity:perplexity:p-local. - stop_control — Can the user stop a running task? [unknown]: Unknown for stop_control. No live task was run. A universal side-effect approval policy and exact stop/rollback semantics were not retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-office, perplexity:perplexity:p-local ### AGT-06: Programmable access Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Studio/administration APIs are separate from the end-user Work chat; legacy Chat Agents explicitly lack API invocation. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: knowledge_api, mcp_server. - chat_api — Is there an API for chat and assistants? [partial]: Legacy Chat-created Agents cannot be called programmatically; developers create separate Studio/API agents. A full hosted Work conversation API was not established. Sources: mistral-vibe:mistral-vibe:m-legacy-agents. - knowledge_api — Can documents be loaded through an API? [unknown]: Unknown. Studio/library APIs were not comprehensively retrieved to establish full Work knowledge ingestion/ACL parity. - api_governance — Do audit, budgets and model rules apply to API use? [partial]: Enterprise Admin APIs expose usage, groups and limits; parity with every Work tool/retention/permission policy was not tested. Sources: mistral-vibe:mistral-vibe:m-usage-api, mistral-vibe:mistral-vibe:m-provision. - mcp_server — Does the product expose itself to other agents over MCP? [unknown]: Unknown. Work is documented as an MCP client; a supported Work-as-MCP-server interface was not established. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-legacy-agents, mistral-vibe:mistral-vibe:m-usage-api, mistral-vibe:mistral-vibe:m-provision #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial The API is billed separately; Enterprise tenant/workspace programmability is unverified. Availability: unknown Delivery: unknown Scope: surfaces=Separately billed Perplexity API platform, not Enterprise seat workspace parity; version=not specified; plan=Separate API account/credits; Enterprise workspace parity unknown; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: knowledge_api, mcp_server. - chat_api — Is there an API for chat and assistants? [partial]: A separate API platform exists; Enterprise seats exclude API credits. This does not establish an API for Enterprise Projects or custom Skills. Sources: perplexity:perplexity:p-billing. - knowledge_api — Can documents be loaded through an API? [unknown]: Unknown for knowledge_api. Enterprise billing explicitly separates API usage. No authenticated Enterprise Projects/assistant/document API, inherited API governance matrix or Enterprise MCP-server export was retrieved. - api_governance — Do audit, budgets and model rules apply to API use? [partial]: Enterprise admins cannot manage other users' API credits through Enterprise billing. Inherited workspace audit, model and budget rules for API use remain unverified. Sources: perplexity:perplexity:p-billing. - mcp_server — Does the product expose itself to other agents over MCP? [unknown]: Unknown for mcp_server. Enterprise billing explicitly separates API usage. No authenticated Enterprise Projects/assistant/document API, inherited API governance matrix or Enterprise MCP-server export was retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-billing ## Daily work ### WORK-01: Clients and access points Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Hosted Vibe is available on web and mobile; developer IDE/CLI routes have a different audience. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration, Vibe iOS/Android apps; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: desktop_apps, browser_extension, managed_deployment, client_feature_gaps. - web — Is a full web client available? [supported]: The product and pricing pages list the hosted web app. Sources: mistral-vibe:mistral-vibe:m-home, mistral-vibe:mistral-vibe:m-pricing. - desktop_apps — Windows and macOS apps? [unknown]: Unknown. No standalone general-work Windows/macOS app was verified; CLI/IDE coding clients are recorded separately. - mobile_apps — iOS and Android apps with SSO? [partial]: iOS and Android apps are linked in the voice guide; company-SSO mobile behavior was not verified. Sources: mistral-vibe:mistral-vibe:m-voice. - browser_extension — Is there a browser extension or sidebar? [unknown]: Unknown. Vibe Code IDE extensions are documented, but a general browser extension/sidebar was not established. - managed_deployment — Can IT deploy and configure clients through MDM? [unknown]: Unknown. No MDM/Intune package and managed configuration contract was retrieved. - client_feature_gaps — Which features are missing on mobile? [unknown]: Unknown. No complete mobile/web parity matrix or mobile Enterprise SSO fixture was obtained. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-home, mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-voice #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Web, desktop and mobile clients exist, with platform differences and separate browser products. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Perplexity Windows/macOS clients and local-file tools, Portable Computer local inference on supported NVIDIA Windows/Linux hardware, Perplexity iOS/Android clients; voice evidence scoped to iOS; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: browser_extension, managed_deployment. - web — Is a full web client available? [supported]: Enterprise Ask, Projects and Computer are available on the web. Sources: perplexity:perplexity:p-entpro, perplexity:perplexity:p-projects. - desktop_apps — Windows and macOS apps? [supported]: Native Windows/macOS apps support local files. macOS app control differs from Windows. Portable inference requires supported NVIDIA Windows/Linux hardware. Sources: perplexity:perplexity:p-desktop, perplexity:perplexity:p-local. - mobile_apps — iOS and Android apps with SSO? [partial]: Enterprise homepage links mobile access and iOS voice is documented. Mobile SSO and Android parity were not tested. Sources: perplexity:perplexity:p-home, perplexity:perplexity:p-voice. - browser_extension — Is there a browser extension or sidebar? [unknown]: Unknown for browser_extension. No managed-client MDM/configuration package or mobile SSO test was retrieved. Comet is a separate browser product and its full enterprise entitlement matrix was not reviewed. - managed_deployment — Can IT deploy and configure clients through MDM? [unknown]: Unknown for managed_deployment. No managed-client MDM/configuration package or mobile SSO test was retrieved. Comet is a separate browser product and its full enterprise entitlement matrix was not reviewed. - client_feature_gaps — Which features are missing on mobile? [partial]: Model Council is Max/Enterprise Max on web. Portable inference requires NVIDIA Windows/Linux; desktop app control differs by OS. A complete mobile gap inventory remains unknown. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-local, perplexity:perplexity:p-desktop. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-entpro, perplexity:perplexity:p-projects, perplexity:perplexity:p-desktop, perplexity:perplexity:p-local, perplexity:perplexity:p-home, perplexity:perplexity:p-voice, perplexity:perplexity:p-models ### WORK-02: Office suite and Teams integration Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Work accesses Outlook and Google services through connectors; embedded Office, Outlook or Teams add-ins remain unverified. Availability: unknown Delivery: unknown Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise hosted Work with beta connectors; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Source-account and connector route dependent; os=not specified. Limitations: - word_excel_powerpoint: The Work connector guide describes source retrieval/actions. It does not establish this editor/mail/Teams add-in or its separate licence/admin-consent requirements. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/vibe/work/voice-mode.md, https://mistral.ai/products/vibe/. No additional scoped evidence established this answer. - outlook: The featured Outlook connector reads/sends email and the Outlook Calendar connector manages events from Work. This does not establish an embedded Outlook add-in. - teams: The Work connector guide describes source retrieval/actions. It does not establish this editor/mail/Teams add-in or its separate licence/admin-consent requirements. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/vibe/work/voice-mode.md, https://mistral.ai/products/vibe/. No additional scoped evidence established this answer. - google_workspace_apps: Featured Gmail and Google Calendar tools act from Work. A Google Drive task example is documented; embedded Gmail/Docs/Sheets add-ons were not established. - licence_prerequisites: Featured connectors require an authorized source account and OAuth consent; custom remote MCP configuration requires an administrator. The complete source licence and tenant-admin consent matrix was not established. - word_excel_powerpoint — Does it work inside Word, Excel and PowerPoint? [unknown]: The Work connector guide describes source retrieval/actions. It does not establish this editor/mail/Teams add-in or its separate licence/admin-consent requirements. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/vibe/work/voice-mode.md, https://mistral.ai/products/vibe/. No additional scoped evidence established this answer. - outlook — Does it work inside Outlook? [partial]: The featured Outlook connector reads/sends email and the Outlook Calendar connector manages events from Work. This does not establish an embedded Outlook add-in. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. - teams — Is there a Teams app or bot? [unknown]: The Work connector guide describes source retrieval/actions. It does not establish this editor/mail/Teams add-in or its separate licence/admin-consent requirements. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/vibe/work/voice-mode.md, https://mistral.ai/products/vibe/. No additional scoped evidence established this answer. - google_workspace_apps — Does it work inside Docs, Sheets or Gmail? [partial]: Featured Gmail and Google Calendar tools act from Work. A Google Drive task example is documented; embedded Gmail/Docs/Sheets add-ons were not established. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. - licence_prerequisites — Which licences or consents are needed? [partial]: Featured connectors require an authorized source account and OAuth consent; custom remote MCP configuration requires an administrator. The complete source licence and tenant-admin consent matrix was not established. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-connectors-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:m-mcp-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer has Microsoft 365 add-ins plus Teams; this requires customer Microsoft access and deployment. Availability: generally-available Delivery: official-integration Scope: surfaces=Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: google_workspace_apps. - word_excel_powerpoint — Does it work inside Word, Excel and PowerPoint? [supported]: Computer add-ins draft, edit and research inside Word, Excel and PowerPoint. Enterprise Pro/Max are eligible; normal Computer credits apply. Sources: perplexity:perplexity:p-office. - outlook — Does it work inside Outlook? [supported]: Outlook add-in drafts and rewrites email using thread/attachment context. Vendor lists web, new/classic Outlook and Mac. Sources: perplexity:perplexity:p-office. - teams — Is there a Teams app or bot? [supported]: Teams app supports DMs, mentions and channel tasks, with permissioned Teams search and response posting. Sources: perplexity:perplexity:p-teams, perplexity:perplexity:p-office. - google_workspace_apps — Does it work inside Docs, Sheets or Gmail? [unknown]: Unknown for google_workspace_apps. Microsoft add-ins and Teams are documented. Equivalent in-app Google Docs/Sheets/Gmail add-ins and the complete Office version/consent matrix were not retrieved. - licence_prerequisites — Which licences or consents are needed? [partial]: Paid Perplexity Computer plan and Microsoft app access required. IT assigns Marketplace add-ins through M365 admin centre; Teams may require Entra consent. Full version/consent matrix remains unknown. Sources: perplexity:perplexity:p-office, perplexity:perplexity:p-teams. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-office, perplexity:perplexity:p-teams ### WORK-03: Translation and writing Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Canvas supports instructed translation and rewriting; dedicated layout-preserving translation/glossary behavior remains untested. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: document_translation, translation_engine, glossaries, formality_and_variants. - document_translation — Can whole documents be translated with formatting kept? [unknown]: Unknown. Canvas and legacy translation examples do not establish a dedicated translation engine, enforced glossary or tested format/de-CH fidelity; no contract translation fixture was run. - translation_engine — Which engine translates? [unknown]: Unknown. Canvas and legacy translation examples do not establish a dedicated translation engine, enforced glossary or tested format/de-CH fidelity; no contract translation fixture was run. - glossaries — Are company glossaries supported? [unknown]: Unknown. Canvas and legacy translation examples do not establish a dedicated translation engine, enforced glossary or tested format/de-CH fidelity; no contract translation fixture was run. - formality_and_variants — Can formality and regional variants (de-CH) be set? [unknown]: Unknown. Canvas and legacy translation examples do not establish a dedicated translation engine, enforced glossary or tested format/de-CH fidelity; no contract translation fixture was run. - writing_tools — Are dedicated rewrite and proofreading tools available? [supported]: Canvas offers inline rewrite/translate requests, direct edits and revisions; custom instructions set tone/style. Sources: mistral-vibe:mistral-vibe:m-files, mistral-vibe:mistral-vibe:m-instructions. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-files, mistral-vibe:mistral-vibe:m-instructions #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Office add-ins provide rewriting; a dedicated controlled document translation system was not established. Availability: generally-available Delivery: official-integration Scope: surfaces=Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: document_translation, translation_engine, glossaries, formality_and_variants. - document_translation — Can whole documents be translated with formatting kept? [unknown]: Unknown for document_translation. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved. - translation_engine — Which engine translates? [unknown]: Unknown for translation_engine. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved. - glossaries — Are company glossaries supported? [unknown]: Unknown for glossaries. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved. - formality_and_variants — Can formality and regional variants (de-CH) be set? [unknown]: Unknown for formality_and_variants. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved. - writing_tools — Are dedicated rewrite and proofreading tools available? [partial]: Word/Outlook add-ins draft, rewrite, summarise and format in place. A separate proofreading service and measured quality were not established. Sources: perplexity:perplexity:p-office. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-office ### WORK-04: Image generation and editing Judgment rule: Record available image models, editing (inpainting, reference images), admin control and per-image cost visibility, and licence or usage terms for generated images. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Work generates and edits images using Black Forest Labs, with Workspace controls and plan limits. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team and Enterprise hosted Vibe Work after account migration; feature-specific beta/preview and Enterprise-only controls retained below; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - image_generation: The Work guide names Black Forest Labs as image provider; the exact current model revision was not established. - usage_terms: Commercial terms define generated-output rights subject to third-party content and usage restrictions; a model-specific image licence review was not completed. - image_generation — Can users generate images, with which models? [partial]: The Work guide names Black Forest Labs as image provider; the exact current model revision was not established. Sources: mistral-vibe:mistral-vibe:m-image-20261026. - image_editing — Can users edit uploaded images? [supported]: Users can refine generated images or upload an existing image and request changes. Sources: mistral-vibe:mistral-vibe:m-image-20261026. - admin_control — Can admins restrict image generation? [supported]: Administrators can disable Image Generation per Workspace. Sources: mistral-vibe:mistral-vibe:m-adminvibe-20261026. - usage_terms — What usage rights apply to output? [partial]: Commercial terms define generated-output rights subject to third-party content and usage restrictions; a model-specific image licence review was not completed. Sources: mistral-vibe:mistral-vibe:m-commercial-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-image-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026, mistral-vibe:mistral-vibe:m-commercial-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Perplexity offers image generation with explicit enterprise commercial-use permission. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: admin_control. - image_generation — Can users generate images, with which models? [supported]: Guide lists GPT Image 1, Nano Banana, Seedream 4.5 and Auto; Nano Banana Pro on Max/Enterprise Max. Models and rolling limits may change. Sources: perplexity:perplexity:p-image. - image_editing — Can users edit uploaded images? [partial]: Follow-up edits and regeneration count as new generations. Exact uploaded-image editing operations were not tested. Sources: perplexity:perplexity:p-image. - admin_control — Can admins restrict image generation? [unknown]: Unknown for admin_control. Image generation and enterprise commercial use are documented. Exact admin image-feature permissions and every uploaded-image edit operation were not tested. - usage_terms — What usage rights apply to output? [supported]: Guide allows commercial use of Enterprise images. Terms assign output rights to the customer where law permits; third-party model terms can apply. Sources: perplexity:perplexity:p-image, perplexity:perplexity:p-terms-gb. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-image, perplexity:perplexity:p-terms-gb ### WORK-05: Voice and meetings Judgment rule: Record dictation, read-aloud, live voice conversation, meeting transcription and summarisation, supported languages including Swiss German speech, and where audio is processed. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Voice transcription and uploaded meeting analysis are documented; live voice and Swiss German performance remain open. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration, Vibe iOS/Android apps; version=not specified; plan=All plans for dictation, explicitly stated by the Work voice guide; uploaded-meeting analysis unspecified plan; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: read_aloud, voice_conversation, swiss_german_speech. - The general Work/Workspace documentation does not establish Team or Enterprise entitlement for every feature here. Unspecified-plan findings remain candidates; no plan inheritance is assumed. - dictation — Can users dictate prompts? [supported]: Web and iOS/Android voice transcribes a prompt for review or autosend; DE/FR/IT are listed languages. Sources: mistral-vibe:mistral-vibe:m-voice, mistral-vibe:mistral-vibe:m-voice-entitlement-correction. - read_aloud — Can answers be read aloud? [unknown]: Unknown. A supported end-user answer read-aloud control was not established in the retrieved Work voice guide. - voice_conversation — Is a live voice mode available? [unknown]: Unknown. The voice guide has a conversation-mode heading but does not provide sufficient behavior/plan detail to establish live bidirectional voice. - meeting_summaries — Are meetings transcribed and summarised? [partial]: Uploaded recordings can be transcribed and summarized with action items; a live meeting-bot integration was not established. Sources: mistral-vibe:mistral-vibe:m-files. - swiss_german_speech — Is Swiss German speech recognised? [unknown]: Unknown. No de-CH/Swiss German transcription evidence or fixture was obtained. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-voice, mistral-vibe:mistral-vibe:m-files, mistral-vibe:mistral-vibe:m-voice-entitlement-correction #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise voice-conversation entitlement remains unknown. Uploaded recordings separately support transcription and queries; automatic meeting capture remains unverified. Availability: unknown Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Perplexity iOS/Android clients; voice evidence scoped to iOS; version=not specified; plan=Enterprise Pro / Max; consumer iOS voice does not establish Enterprise entitlement; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: dictation, read_aloud, voice_conversation, swiss_german_speech. - The consumer iOS guide is not evidence of Enterprise Pro/Max voice entitlement or Enterprise SSO parity. - dictation — Can users dictate prompts? [unknown]: Unknown for dictation. iOS voice and file transcription are documented. Enterprise-specific voice entitlement, read-aloud controls and Swiss German recognition were not tested. - read_aloud — Can answers be read aloud? [unknown]: Unknown for read_aloud. iOS voice and file transcription are documented. Enterprise-specific voice entitlement, read-aloud controls and Swiss German recognition were not tested. - voice_conversation — Is a live voice mode available? [unknown]: Unknown. The public iOS Voice Assistant guide does not establish Enterprise Pro/Max voice-conversation or Enterprise SSO entitlement, and no Enterprise voice fixture was run. - meeting_summaries — Are meetings transcribed and summarised? [partial]: Uploaded audio/video can be transcribed with speaker recognition and queried. Automatic meeting capture and Swiss German quality remain unverified. Sources: perplexity:perplexity:p-files. - swiss_german_speech — Is Swiss German speech recognised? [unknown]: Unknown for swiss_german_speech. iOS voice and file transcription are documented. Enterprise-specific voice entitlement, read-aloud controls and Swiss German recognition were not tested. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-files ### WORK-06: Data analysis and document output Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Paid Work executes code, charts data and generates editable spreadsheet/slide artifacts. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Hosted paid-plan documentation does not establish equivalent behavior in every private Enterprise deployment. - data_analysis — Can it analyse spreadsheets with executed code? [partial]: Code Interpreter executes Python/TypeScript in an isolated no-internet sandbox; workbook accuracy was not tested. Sources: mistral-vibe:mistral-vibe:m-interpreter. - charts — Can it produce charts? [supported]: The interpreter supports matplotlib/TypeScript charts from user data. Sources: mistral-vibe:mistral-vibe:m-interpreter. - office_file_output — Can it create Word, Excel or PowerPoint files? [partial]: Paid spreadsheets export XLSX and Canvas exports PowerPoint and tables; DOCX generation was not fully verified. Sources: mistral-vibe:mistral-vibe:m-sheets, mistral-vibe:mistral-vibe:m-files. - canvas_editing — Is there a document or canvas editor for iterating on output? [supported]: Canvas supports direct edits, inline AI requests, version navigation and file exports. Sources: mistral-vibe:mistral-vibe:m-files. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-interpreter, mistral-vibe:mistral-vibe:m-sheets, mistral-vibe:mistral-vibe:m-files #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer and assets create Office files with previews, version history and prompt-based iteration. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - data_analysis — Can it analyse spreadsheets with executed code? [partial]: Computer/Deep Research execute analysis code; Office add-in reads/writes Excel. Correctness and formula preservation were not benchmarked. Sources: perplexity:perplexity:p-research, perplexity:perplexity:p-computer, perplexity:perplexity:p-office. - charts — Can it produce charts? [partial]: Deep Research generates charts; assets insert visuals/tables and PowerPoint can use workbook context. Chart accuracy was not observed. Sources: perplexity:perplexity:p-research, perplexity:perplexity:p-assets, perplexity:perplexity:p-office, perplexity:perplexity:p-models. - office_file_output — Can it create Word, Excel or PowerPoint files? [supported]: DOCX, PDF, XLSX, PPTX and HTML output; Google Drive export when connected. Sources: perplexity:perplexity:p-assets. - canvas_editing — Is there a document or canvas editor for iterating on output? [supported]: Preview, follow-up edits and version history support iteration. Specific templates and direct manual editing require downloaded files and external software. Sources: perplexity:perplexity:p-assets. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-research, perplexity:perplexity:p-computer, perplexity:perplexity:p-office, perplexity:perplexity:p-assets, perplexity:perplexity:p-models ### WORK-07: Sharing and team spaces Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Workspaces and Projects scope context; share links are output snapshots, with recipient source-access behavior still untested. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team and Enterprise hosted Vibe Work after account migration; feature-specific beta/preview and Enterprise-only controls retained below; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - team_spaces: Workspaces scope conversations/resources and access; Projects group task context. Collaborative project membership was not fully established. - group_chat: No simultaneous multi-person chat-with-AI workflow was established. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/admin/workspaces/your-first-workspace.md, https://docs.mistral.ai/vibe/work/projects.md. No additional scoped evidence established this answer. - share_permission_boundary: No two-recipient sharing fixture established whether a shared output reveals content the recipient lacks in source systems. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/admin/workspaces/your-first-workspace.md, https://docs.mistral.ai/vibe/work/projects.md. No additional scoped evidence established this answer. - share_chats — Can chats be shared inside the organisation? [supported]: Canvas documentation describes sharing the full chat including Canvas content. Sources: mistral-vibe:mistral-vibe:m-files-20261026. - team_spaces — Are shared projects or workspaces available? [partial]: Workspaces scope conversations/resources and access; Projects group task context. Collaborative project membership was not fully established. Sources: mistral-vibe:mistral-vibe:m-workspace-20261026, mistral-vibe:mistral-vibe:m-projects-20261026. - group_chat — Can several people chat together with the AI? [unknown]: No simultaneous multi-person chat-with-AI workflow was established. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/admin/workspaces/your-first-workspace.md, https://docs.mistral.ai/vibe/work/projects.md. No additional scoped evidence established this answer. - share_permission_boundary — Does sharing respect the recipient's access to sources? [unknown]: No two-recipient sharing fixture established whether a shared output reveals content the recipient lacks in source systems. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/files-and-canvas.md, https://docs.mistral.ai/admin/workspaces/your-first-workspace.md, https://docs.mistral.ai/vibe/work/projects.md. No additional scoped evidence established this answer. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:m-workspace-20261026, mistral-vibe:mistral-vibe:m-projects-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Projects and organisation links enable collaboration; answer-sharing can cross source ACLs. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation, Computer Microsoft 365 add-ins and Teams; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - share_chats — Can chats be shared inside the organisation? [supported]: Organisation-only and public links exist. Turning public sharing off does not revoke existing public links. Sources: perplexity:perplexity:p-security-hub. - team_spaces — Are shared projects or workspaces available? [supported]: Private-by-default Projects share files, sessions, tasks and instructions through owner/editor/viewer roles. Sources: perplexity:perplexity:p-projects. - group_chat — Can several people chat together with the AI? [partial]: Teams supports Computer in chats and channels. Concurrent multi-user AI conversation in the Perplexity web client remains unverified. Sources: perplexity:perplexity:p-teams. - share_permission_boundary — Does sharing respect the recipient's access to sources? [supported]: Shared answers can reveal connector content without permission to open the original file. Static Project copies use Project membership; source ACLs alone do not protect shared answers. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-security-hub, perplexity:perplexity:p-projects, perplexity:perplexity:p-teams, perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq ### WORK-08: Interface languages and accessibility Judgment rule: 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. #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. ## Administration and governance ### ADM-01: Single sign-on and authentication Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise organization SSO is SAML 2.0 with verified domains and first-login provisioning. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - mfa: Individual accounts can enable TOTP two-factor authentication and generate recovery codes. A mandatory organization-wide policy or IdP enforcement matrix was not established. - conditional_access: No Entra conditional-access compatibility test or precise policy guarantee was retrieved. Search on 2026-10-26: https://docs.mistral.ai/admin/set-up-organization/sign-in-method/saml-sso.md, https://mistral.ai/pricing/, https://docs.mistral.ai/admin/workspaces/workspaces-in-vibe.md. No additional scoped evidence established this answer. - sso_protocols — Which SSO protocols and identity providers work? [supported]: Enterprise organization SSO supports SAML 2.0 identity providers; the guide explicitly says OIDC is not supported for organization SSO. Sources: mistral-vibe:mistral-vibe:m-sso-20261026. - sso_plan — Which plan includes SSO? [supported]: SAML SSO requires Enterprise; domain verification is listed on Team. Sources: mistral-vibe:mistral-vibe:m-sso-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026. - mfa — Can MFA be enforced? [partial]: Individual accounts can enable TOTP two-factor authentication and generate recovery codes. A mandatory organization-wide policy or IdP enforcement matrix was not established. Sources: mistral-vibe:mistral-vibe:account-mfa-20261026. - conditional_access — Do Entra conditional-access policies apply? [unknown]: No Entra conditional-access compatibility test or precise policy guarantee was retrieved. Search on 2026-10-26: https://docs.mistral.ai/admin/set-up-organization/sign-in-method/saml-sso.md, https://mistral.ai/pricing/, https://docs.mistral.ai/admin/workspaces/workspaces-in-vibe.md. No additional scoped evidence established this answer. - domain_capture — Can the company claim its email domain? [supported]: A matching verified-domain email routes to the configured IdP, with first-sign-in organization provisioning. Sources: mistral-vibe:mistral-vibe:m-sso-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-sso-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:account-mfa-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Paid Enterprise SSO and DNS-verified domains exist; enforcement details need a tenant check. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: mfa, conditional_access. - sso_protocols — Which SSO protocols and identity providers work? [partial]: Enterprise material names SAML SSO; setup permits one identity provider by default. Exact protocol versions and OIDC support matrix were not retrieved. Sources: perplexity:perplexity:p-hub-faq, perplexity:perplexity:p-sso. - sso_plan — Which plan includes SSO? [supported]: SSO is available for paid organisations, scoped here to Enterprise Pro/Max. Sources: perplexity:perplexity:p-sso. - mfa — Can MFA be enforced? [unknown]: Unknown for mfa. Paid SSO and DNS domain verification are documented. Exact supported protocol versions, customer-enforced MFA and Entra conditional-access behavior were not verified. - conditional_access — Do Entra conditional-access policies apply? [unknown]: Unknown for conditional_access. Paid SSO and DNS domain verification are documented. Exact supported protocol versions, customer-enforced MFA and Entra conditional-access behavior were not verified. - domain_capture — Can the company claim its email domain? [partial]: Admins verify domains by DNS TXT. Users must be invited for SSO; verification does not establish capture of every personal account on that domain. Sources: perplexity:perplexity:p-sso. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-hub-faq, perplexity:perplexity:p-sso ### ADM-02: User provisioning and lifecycle Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial JIT seats, user/group administration and external identity sync are documented; leaver data outcomes remain untested. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - scim — Is SCIM provisioning supported? [partial]: The groups guide recognizes SCIM-managed identities/groups, but a complete supported SCIM setup/plan matrix was not retrieved. Sources: mistral-vibe:mistral-vibe:m-groups. - group_sync — Are identity-provider groups synced? [partial]: Externally managed group fields are controlled by the IdP and updated on sync; delay was not verified. Sources: mistral-vibe:mistral-vibe:m-groups. - jit_provisioning — Are users created at first login? [supported]: Enterprise SAML first login provisions users and can assign available product seats automatically. Sources: mistral-vibe:mistral-vibe:m-sso. - deprovisioning — What happens to a removed user's data and shared assets? [partial]: User removal revokes organization/Workspace permissions. Content ownership transfer and deletion were not tested. Sources: mistral-vibe:mistral-vibe:m-users, mistral-vibe:mistral-vibe:m-provision. - seat_assignment — Can admins assign and reclaim seats? [supported]: Admins assign/reclaim Vibe/product seats in member subscription settings. Sources: mistral-vibe:mistral-vibe:m-users. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-groups, mistral-vibe:mistral-vibe:m-sso, mistral-vibe:mistral-vibe:m-users, mistral-vibe:mistral-vibe:m-provision #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Core SCIM provisioning and legacy role mapping are documented separately from the gradually rolled-out managed Roles & Permissions directory-group controls. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Legacy SCIM route: 50 seats or one Enterprise Max seat per SCIM guide; new directory groups/custom roles only on eligible sales-assisted managed plans after UI upgrade; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: jit_provisioning. - New directory-group/custom-role capability is not inferred from the older numeric SCIM threshold. The guides describe different UI generations; no rollout completion is assumed. - scim — Is SCIM provisioning supported? [partial]: The SCIM guide documents provisioning for organizations with at least 50 seats or one Max seat. This is not evidence that self-serve Pro/Max includes the newer custom-role or directory-group controls; those depend on eligible sales-assisted plans and UI upgrade. Sources: perplexity:perplexity:p-scim, perplexity:perplexity:p-roles-rollout-correction. - group_sync — Are identity-provider groups synced? [partial]: The new Roles & Permissions guide supports upstream, read-only SCIM directory groups on eligible managed plans. Its explicit gradual-upgrade notice reconciles this with the legacy guide's Admin/Member role mapping; entitlement and UI generation must be checked for a specific tenant. Sources: perplexity:perplexity:p-scim, perplexity:perplexity:p-roles-rollout-correction. - jit_provisioning — Are users created at first login? [unknown]: Unknown for jit_provisioning. SCIM and roles pages describe different plan generations. JIT behaviour and complete departing-user/shared-asset reassignment were not verified. - deprovisioning — What happens to a removed user's data and shared assets? [partial]: SCIM manages account lifecycle; departing members lose organisation memory and credits do not transfer. Shared Project ownership and data reassignment remain unverified. Sources: perplexity:perplexity:p-scim, perplexity:perplexity:p-memory, perplexity:perplexity:p-credits. - seat_assignment — Can admins assign and reclaim seats? [supported]: Admins add/remove users. Removal frees a seat but does not lower the paid seat count or refund the current term; billing reductions apply next period. Sources: perplexity:perplexity:p-billing. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-scim, perplexity:perplexity:p-roles, perplexity:perplexity:p-memory, perplexity:perplexity:p-credits, perplexity:perplexity:p-billing, perplexity:perplexity:p-roles-rollout-correction ### ADM-03: Roles, groups and feature permissions Judgment rule: 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. #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Sales-assisted Roles & Permissions provides delegated roles and group-based feature grants. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Sales-assisted Enterprise; custom roles/groups and SCIM sync depend on contracted plan; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: multi_entity. - admin_roles — Which admin roles exist, and can admin rights be delegated? [supported]: Admin, Member and Billing Admin base roles plus custom roles and delegated permissions. Member applies to everyone; grants are additive. Sources: perplexity:perplexity:p-roles. - groups — Can permissions be set per group? [supported]: Custom roles assign users/groups; SCIM groups are read-only in Perplexity. Availability depends on the managed contract. Sources: perplexity:perplexity:p-roles. - feature_toggles — Which features can be switched on or off per group? [partial]: Organisation master switches bound Computer/Comet grants; connector RBAC enforces runtime permissions. Full group matrix and group model settings remain unverified. Sources: perplexity:perplexity:p-roles, perplexity:perplexity:p-connector-rbac. - multi_entity — Can subsidiaries or departments be separated within one contract? [unknown]: Unknown for multi_entity. New Roles & Permissions are sales-assisted and staged. One-contract multi-entity isolation and the complete group feature matrix were not established. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-roles, perplexity:perplexity:p-connector-rbac ### ADM-04: Usage and adoption analytics Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise usage APIs expose user/agent activity and billing metrics; anonymized reporting controls remain unknown. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Enterprise Admin API activity export; Team/Enterprise Workspace UI as documented; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - adoption_dashboard: The Admin API documents product activity including user message/file/image counts and last activity; end-user UI completeness was not verified. - breakdowns: Documented API breakdowns include user/agent activity and Workspace model/token/capability consumption; a complete group/feature matrix was not established. - privacy_modes: A user-report pseudonymization, aggregation-only or works-council privacy mode was not established. Search on 2026-10-26: https://docs.mistral.ai/admin/admin-api/usage-metrics.md, https://docs.mistral.ai/admin/workspaces/usage-limits.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. - adoption_dashboard — Is there an adoption dashboard? [partial]: The Admin API documents product activity including user message/file/image counts and last activity; end-user UI completeness was not verified. Sources: mistral-vibe:mistral-vibe:m-usage-api-20261026. - breakdowns — Can usage be broken down by group, model, feature and assistant? [partial]: Documented API breakdowns include user/agent activity and Workspace model/token/capability consumption; a complete group/feature matrix was not established. Sources: mistral-vibe:mistral-vibe:m-usage-api-20261026, mistral-vibe:mistral-vibe:m-limits-20261026. - export — Can usage data be exported? [supported]: Enterprise usage endpoints return machine-readable metrics with an Admin API key; access requires separately enabled Enterprise administration. Sources: mistral-vibe:mistral-vibe:m-usage-api-20261026. - privacy_modes — Can per-person reporting be limited or pseudonymised? [unknown]: A user-report pseudonymization, aggregation-only or works-council privacy mode was not established. Search on 2026-10-26: https://docs.mistral.ai/admin/admin-api/usage-metrics.md, https://docs.mistral.ai/admin/workspaces/usage-limits.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-usage-api-20261026, mistral-vibe:mistral-vibe:m-limits-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise Insights offers adoption and per-user usage exports for eligible organisations. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise with 50 seats or at least one Enterprise Max; admins; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: privacy_modes. - adoption_dashboard — Is there an adoption dashboard? [supported]: Eligible admins with 50 seats or one Max see Insights users, monthly active users, monthly queries and weekly feature use. Sources: perplexity:perplexity:p-analytics. - breakdowns — Can usage be broken down by group, model, feature and assistant? [partial]: Feature, internal-files/web and per-user 7/30-day queries documented. Group, model and assistant dimensions remain unverified. Sources: perplexity:perplexity:p-analytics. - export — Can usage data be exported? [partial]: Usage tables can be filtered and exported. Exact download format/schema was not retrieved. Sources: perplexity:perplexity:p-analytics. - privacy_modes — Can per-person reporting be limited or pseudonymised? [unknown]: Unknown for privacy_modes. Insights exports and per-user reporting are documented, but a group/model/assistant breakdown and customer pseudonymisation controls were not retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-analytics ### ADM-05: Spend controls and cost allocation Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Workspace and organization spending caps are documented, with explicit API suspension behavior and incomplete Vibe UI enforcement detail. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise Workspace usage and limits; API cap behavior does not establish a Work-chat hard stop; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - cost_visibility: Workspace usage shows month-to-date spend, token/model and capability usage; per-person complete cost allocation was not established. - budget_enforcement: Unknown for hosted Vibe Work. The guide specifies API suspension at the cap, which does not establish Work chat enforcement; no Work budget-stop fixture was run. Search on 2026-10-26: https://docs.mistral.ai/admin/workspaces/usage-limits.md, https://docs.mistral.ai/admin/billing-usage/billing.md, https://docs.mistral.ai/admin/admin-api/usage-metrics.md. No additional scoped evidence established this answer. - chargeback: Enterprise usage APIs provide billing/Workspace data for allocation; a native cost-centre export schema was not established. - cost_visibility — Can admins see cost or consumption per user and group? [partial]: Workspace usage shows month-to-date spend, token/model and capability usage; per-person complete cost allocation was not established. Sources: mistral-vibe:mistral-vibe:m-limits-20261026. - budgets — Can budgets be set per user or group? [supported]: Admins can set Workspace monthly spending limits bounded by the organization cap; defaults have no Workspace cap. Sources: mistral-vibe:mistral-vibe:m-limits-20261026, mistral-vibe:mistral-vibe:m-billing-20261026. - budget_enforcement — Does reaching a budget alert, block or downgrade? [unknown]: Unknown for hosted Vibe Work. The guide specifies API suspension at the cap, which does not establish Work chat enforcement; no Work budget-stop fixture was run. Search on 2026-10-26: https://docs.mistral.ai/admin/workspaces/usage-limits.md, https://docs.mistral.ai/admin/billing-usage/billing.md, https://docs.mistral.ai/admin/admin-api/usage-metrics.md. No additional scoped evidence established this answer. - chargeback — Can costs be exported per cost centre? [partial]: Enterprise usage APIs provide billing/Workspace data for allocation; a native cost-centre export schema was not established. Sources: mistral-vibe:mistral-vibe:m-usage-api-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-limits-20261026, mistral-vibe:mistral-vibe:m-billing-20261026, mistral-vibe:mistral-vibe:m-usage-api-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Computer credits have user/group caps and organisation funding limits, with asynchronous authorization refresh. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=Named usage-limit and funding controls; purchased-pool expiry unverified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: chargeback. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - Purchased-pool expiry is explicitly excluded from the confirmed budget-control finding. Monthly seat grants separately expire at cycle end. - cost_visibility — Can admins see cost or consumption per user and group? [partial]: Credits page shows user grants/use/remainder, group allocations, pool usage and applied limits. This is credit reporting, not a complete currency chargeback ledger. Sources: perplexity:perplexity:p-credits. - budgets — Can budgets be set per user or group? [supported]: Named pool caps assign users/groups. Highest group limit wins; personal override precedes group, organisation default and legacy fallback. Auto-refill has a monthly reload limit. Sources: perplexity:perplexity:p-credits. - budget_enforcement — Does reaching a budget alert, block or downgrade? [partial]: An empty pool or applicable cap blocks further use; funding or raising limits restores access, subject to asynchronous authorization/SCIM refresh. Purchased-pool expiry is unknown: the guide body says 12 months of inactivity and its FAQ says no current expiry. No non-expiry guarantee or overshoot bound is asserted. Sources: perplexity:perplexity:p-credits. - chargeback — Can costs be exported per cost centre? [unknown]: Unknown for chargeback. Credit limits are documented, but no complete cost-centre chargeback export schema or measured enforcement/cache latency was retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-credits ### ADM-06: Audit logs and compliance export Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise event logs have a defined event taxonomy but no verified retention/integrity model; the overview explicitly excludes export. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: content_logging, ediscovery, log_retention. - admin_events — Are admin and security events logged? [supported]: Enterprise automatically records authentication, user/role changes, API-key and organization/Workspace events plus conversation lifecycle events. Sources: mistral-vibe:mistral-vibe:m-audit, mistral-vibe:mistral-vibe:m-audit-ref. - content_logging — Can prompts and answers be retained for compliance, and is it configurable? [unknown]: Unknown. Conversation tracing exists, but exact prompt/response compliance capture and integrity configuration were not verified. - siem_export — Can logs stream to a SIEM or be exported? [unsupported]: The audit overview explicitly says log export is not supported; no SIEM streaming route was verified. Sources: mistral-vibe:mistral-vibe:m-audit. - ediscovery — Are eDiscovery and legal hold supported? [unknown]: Unknown. A legal-hold/eDiscovery feature was not established. - log_retention — How long are logs kept? [unknown]: Unknown. The public event guide/reference does not establish a current retention duration and tamper-resistance model. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-audit, mistral-vibe:mistral-vibe:m-audit-ref #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Eligible enterprises can stream content-bearing audit events to a SIEM; this enables admin access to prompts and answers. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise with 50 seats or one Enterprise Max; audit webhook enabled; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: ediscovery. - admin_events — Are admin and security events logged? [supported]: Events cover login, settings, membership, roles/groups, files, connectors and Computer tasks/actions/errors. Sources: perplexity:perplexity:p-audit. - content_logging — Can prompts and answers be retained for compliance, and is it configurable? [partial]: Query payload includes text; answer payload includes full answer and model. Audit configuration enables export. Fine-grained content exclusions remain unverified; admin-private chat cannot be assumed. Sources: perplexity:perplexity:p-audit, perplexity:perplexity:p-roles. - siem_export — Can logs stream to a SIEM or be exported? [supported]: Realtime HTTP POST JSON with bearer/custom auth; Splunk HEC supported. Slack truncates metadata to 500 characters/value and 2,500 total, so it is not a full-content archive. Sources: perplexity:perplexity:p-audit. - ediscovery — Are eDiscovery and legal hold supported? [unknown]: Unknown for ediscovery. Audit webhooks are documented. Vendor log retention, replay guarantees, tamper resistance, legal hold and an eDiscovery integration were not retrieved. - log_retention — How long are logs kept? [partial]: Guide tells customers to retain/export logs long term. Vendor retention, replay window and immutability were not retrieved. Sources: perplexity:perplexity:p-audit. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-audit, perplexity:perplexity:p-roles ### ADM-07: Data loss prevention and personal data Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Knowledge Base has sensitive-memory controls; general pre-model PII/DLP redaction remains unverified. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Migrated Team/Enterprise Knowledge Base public preview; sensitive-memory policy only; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - pii_detection: Knowledge Base documents exclusions for government IDs, banking details and credentials; this is memory storage policy rather than tested prompt/file PII screening. - pii_action: Admins can prevent sensitive knowledge saving; whole-prompt redaction/masking/blocking before model inference was not established. - custom_patterns: No Work-specific source or AHV/IBAN fixture established this custom pattern, external DLP integration or filter execution location; generic Studio moderation was not carried over. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/knowledge.md, https://mistral.ai/pricing/, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - dlp_integration: No Work-specific source or AHV/IBAN fixture established this custom pattern, external DLP integration or filter execution location; generic Studio moderation was not carried over. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/knowledge.md, https://mistral.ai/pricing/, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - filter_location: No Work-specific source or AHV/IBAN fixture established this custom pattern, external DLP integration or filter execution location; generic Studio moderation was not carried over. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/knowledge.md, https://mistral.ai/pricing/, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - pii_detection — Is personal data detected in prompts and files? [partial]: Knowledge Base documents exclusions for government IDs, banking details and credentials; this is memory storage policy rather than tested prompt/file PII screening. Sources: mistral-vibe:mistral-vibe:m-memory-20261026. - pii_action — Is it redacted, masked, blocked or only warned? [partial]: Admins can prevent sensitive knowledge saving; whole-prompt redaction/masking/blocking before model inference was not established. Sources: mistral-vibe:mistral-vibe:m-memory-20261026. - custom_patterns — Can admins add custom patterns or terms? [unknown]: No Work-specific source or AHV/IBAN fixture established this custom pattern, external DLP integration or filter execution location; generic Studio moderation was not carried over. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/knowledge.md, https://mistral.ai/pricing/, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - dlp_integration — Does it integrate with an existing DLP product? [unknown]: No Work-specific source or AHV/IBAN fixture established this custom pattern, external DLP integration or filter execution location; generic Studio moderation was not carried over. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/knowledge.md, https://mistral.ai/pricing/, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. - filter_location — Where does filtering run? [unknown]: No Work-specific source or AHV/IBAN fixture established this custom pattern, external DLP integration or filter execution location; generic Studio moderation was not carried over. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/knowledge.md, https://mistral.ai/pricing/, https://docs.mistral.ai/resources/release-notes.md. No additional scoped evidence established this answer. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-memory-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026, mistral-vibe:mistral-vibe:m-release-notes-20261026 #### Perplexity Enterprise Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. ### ADM-08: AI policy and guardrails Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Admins can force-enable Skills and disable tools; global policy acknowledgements and enforced topical controls need verification. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise Work Skills and Workspace settings; no global policy-acceptance entitlement established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - org_instructions: Admins may force-enable Workspace Skills with reusable instructions. Model compliance with instructions is not an independently enforced boundary. - usage_notice: No mandatory company acceptable-use acknowledgement flow was established. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://docs.mistral.ai/vibe/work/image-generation.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. - content_filters: Images may be safety-filtered, but an administrator-configurable organization-wide content-filter matrix was not established. - violation_reporting: No central policy-hit reporting feature was established from audit/tracing docs. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://docs.mistral.ai/vibe/work/image-generation.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. - org_instructions — Can admins set organisation-wide instructions? [partial]: Admins may force-enable Workspace Skills with reusable instructions. Model compliance with instructions is not an independently enforced boundary. Sources: mistral-vibe:mistral-vibe:m-skills-20261026. - usage_notice — Can users be required to accept a usage policy? [unknown]: No mandatory company acceptable-use acknowledgement flow was established. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://docs.mistral.ai/vibe/work/image-generation.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. - content_filters — Are content filters configurable? [partial]: Images may be safety-filtered, but an administrator-configurable organization-wide content-filter matrix was not established. Sources: mistral-vibe:mistral-vibe:m-image-20261026. - violation_reporting — Are policy hits visible to admins? [unknown]: No central policy-hit reporting feature was established from audit/tracing docs. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://docs.mistral.ai/vibe/work/image-generation.md, https://mistral.ai/pricing/. No additional scoped evidence established this answer. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:m-image-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. ## Data protection and sovereignty ### DATA-01: Hosting location and data residency Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Mistral states EU hosting by default with feature-specific foreign transfers; private Enterprise locations are contract-scoped. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: backups_logs_region, support_access_region, swiss_hosting. - storage_region — Where are chats, files and indexes stored? [partial]: The official help article states EU default hosting, and Libraries say European cloud storage; exact countries/backups were not established. Sources: mistral-vibe:mistral-vibe:m-location, mistral-vibe:mistral-vibe:m-libraries. - inference_region — Where do model calls run, per provider? [partial]: The help article warns feature data may temporarily leave the EU; exact chat/image/search/provider inference regions were not fully established. Sources: mistral-vibe:mistral-vibe:m-location. - backups_logs_region — Where are backups, logs and telemetry? [unknown]: Unknown. A complete backup/log/telemetry regional map was not obtained. - support_access_region — From where can vendor staff access data? [unknown]: Unknown. Default EU hosting does not establish a European-only staff access rule; no such boundary was verified. - swiss_hosting — Is Swiss hosting available? [unknown]: Unknown. No named Swiss managed-hosting region or offer was established. - residency_plan — Which plan or option provides residency? [partial]: Enterprise can disable some transfer-triggering features and is offered private/on-prem deployment; exact location guarantees require its order. Sources: mistral-vibe:mistral-vibe:m-location, mistral-vibe:mistral-vibe:m-home. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-location, mistral-vibe:mistral-vibe:m-libraries, mistral-vibe:mistral-vibe:m-home #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial AWS storage is named for connector copies; a full cloud residency commitment is unavailable. Availability: unknown Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Portable Computer local inference on supported NVIDIA Windows/Linux hardware; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=not specified; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: backups_logs_region, swiss_hosting, residency_plan. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - Hosted functions use Perplexity cloud services; Portable local execution is device-local on supported NVIDIA hardware. Portable is not a self-hosted Enterprise backend. - storage_region — Where are chats, files and indexes stored? [partial]: FAQ names AWS S3 for connector copies without a region. Cloud chat/index residency and EU/Swiss SKU remain unknown; Portable local files/models can remain on the customer's device. Sources: perplexity:perplexity:p-connectfaq, perplexity:perplexity:p-local. - inference_region — Where do model calls run, per provider? [partial]: Portable local inference runs on the customer's device; approved cloud steps leave it. Cloud per-provider inference countries remain unknown. Sources: perplexity:perplexity:p-local. - backups_logs_region — Where are backups, logs and telemetry? [unknown]: Unknown for backups_logs_region. Cloud connector copies use AWS S3, but no binding Enterprise storage/inference/backups/logs/support region matrix or Swiss/EU residency SKU was retrieved. Portable local execution is scoped separately. - support_access_region — From where can vendor staff access data? [partial]: Security material describes just-in-time scoped staff production access, without access countries or customer region restrictions. Sources: perplexity:perplexity:p-security. - swiss_hosting — Is Swiss hosting available? [unknown]: Unknown for swiss_hosting. Cloud connector copies use AWS S3, but no binding Enterprise storage/inference/backups/logs/support region matrix or Swiss/EU residency SKU was retrieved. Portable local execution is scoped separately. - residency_plan — Which plan or option provides residency? [unknown]: Unknown for residency_plan. Cloud connector copies use AWS S3, but no binding Enterprise storage/inference/backups/logs/support region matrix or Swiss/EU residency SKU was retrieved. Portable local execution is scoped separately. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectfaq, perplexity:perplexity:p-local, perplexity:perplexity:p-security ### DATA-02: Deployment options Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise explicitly offers private cloud and on-premise Vibe; deployment thresholds and hosted/private parity are not public in the inspected sources. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration, Enterprise private Vibe deployment; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=not specified; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: air_gapped, mode_feature_gaps. - multi_tenant_saas — Is a shared SaaS offered? [supported]: Self-serve Free/Pro/Team use hosted Vibe; Enterprise may also use Mistral Cloud. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-home. - dedicated_instance — Is a dedicated single-tenant instance offered, from what size? [partial]: Enterprise markets private deployments, but a distinct single-tenant SaaS configuration and seat threshold were not established. Sources: mistral-vibe:mistral-vibe:m-pricing. - customer_cloud — Can it run in the customer's own cloud account, from what size? [partial]: The product FAQ offers Enterprise private-cloud deployment; operator, supported clouds and minimum size were not established. Sources: mistral-vibe:mistral-vibe:m-home. - on_premise — Can the whole platform run on customer infrastructure, from what size? [partial]: Enterprise on-premise deployment is explicitly offered, with no public seat threshold in the retrieved page. Sources: mistral-vibe:mistral-vibe:m-home. - air_gapped — Can it run without internet access? [unknown]: Unknown. The coding CLI supports offline operation, but whole-platform air-gapped Vibe Work was not established. - mode_feature_gaps — Which features are missing outside SaaS? [unknown]: Unknown. No supported feature/connector/model parity matrix or operating responsibility for private deployments was obtained. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-home #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Cloud Enterprise and Portable local execution coexist; local mode is not a complete hosted Enterprise replacement. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Computer cloud tasks and scheduled automation, Portable Computer local inference on supported NVIDIA Windows/Linux hardware; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=not specified; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: dedicated_instance, customer_cloud. - multi_tenant_saas — Is a shared SaaS offered? [partial]: Enterprise is vendor-hosted. Computer cloud tasks have isolated per-session environments; complete SaaS multi-tenancy architecture was not published in the inspected guide. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-computer. - dedicated_instance — Is a dedicated single-tenant instance offered, from what size? [unknown]: Unknown for dedicated_instance. Portable Computer supports local execution, but no whole-Enterprise single-tenant, customer-cloud, on-prem or air-gap deployment terms or seat floor were retrieved. - customer_cloud — Can it run in the customer's own cloud account, from what size? [unknown]: Unknown for customer_cloud. Portable Computer supports local execution, but no whole-Enterprise single-tenant, customer-cloud, on-prem or air-gap deployment terms or seat floor were retrieved. - on_premise — Can the whole platform run on customer infrastructure, from what size? [partial]: Portable runs model, agent, scheduler, queue, local index and sandbox on customer hardware. Whole Enterprise control plane/Projects/SSO hosting and seat minimum remain unverified. Sources: perplexity:perplexity:p-local. - air_gapped — Can it run without internet access? [partial]: Local tasks do not need a cloud round trip after setup. Sign-in, model/engine downloads and cloud steps need internet. Fully air-gapped Enterprise operation and offline licence lifetime remain unknown. Sources: perplexity:perplexity:p-local. - mode_feature_gaps — Which features are missing outside SaaS? [supported]: Local mode excludes Brain/saved memory and loads one smaller model at a time. Web research, frontier models or cloud tools may require approved, credit-consuming escalation. Sources: perplexity:perplexity:p-local. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-computer, perplexity:perplexity:p-local ### DATA-03: Training use and provider retention Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise general-content opt-out and Team/Enterprise voice opt-out are separately documented. Team general-chat training defaults remain unknown; Work/Chat has no ZDR entitlement. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Enterprise for the general-content training default; Team voice only where explicitly stated; Team general-content default unknown; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: provider_retention, human_review. - The general Work/Workspace documentation does not establish Team or Enterprise entitlement for every feature here. Unspecified-plan findings remain candidates; no plan inheritance is assumed. - The Team voice rule is not generalized to text, files, Libraries or Knowledge Base. Their default remains a gap rather than an inferred no-training promise. - vendor_training — Does the vendor train on customer content? [partial]: Enterprise is opted out by default, subject to the commercial opt-in, feedback, order and Labs/Preview exceptions. The voice guide separately excludes Team/Enterprise voice messages by default; that does not establish Team text/file defaults. Team admins can disable training, but the general-content default remains unknown. Sources: mistral-vibe:mistral-vibe:m-commercial, mistral-vibe:mistral-vibe:m-training, mistral-vibe:mistral-vibe:m-optout, mistral-vibe:mistral-vibe:m-voice-entitlement-correction. - provider_training — Do model providers train on it under this product's contracts? [partial]: Featured connector source content is described as excluded from training, while conversations using it follow plan policies; third-party image/MCP terms need separate review. Sources: mistral-vibe:mistral-vibe:m-connectors. - provider_retention — How long do model providers keep prompts, including for abuse monitoring? [unknown]: Unknown. The API default 30-day abuse window is not assumed to cover every hosted Work tool/provider; a full provider matrix was not obtained. - zero_retention — Is zero data retention available, and on which plan? [unsupported]: The ZDR guide explicitly excludes Vibe Work and Chat, Libraries, agents and conversations. Approved stateless API/CLI routes are separate. Sources: mistral-vibe:mistral-vibe:m-zdr. - human_review — Can provider staff review content? [unknown]: Unknown. Complete plan/provider-specific human content review conditions were not established. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-commercial, mistral-vibe:mistral-vibe:m-training, mistral-vibe:mistral-vibe:m-optout, mistral-vibe:mistral-vibe:m-connectors, mistral-vibe:mistral-vibe:m-zdr, mistral-vibe:mistral-vibe:m-voice-entitlement-correction #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise terms prohibit model training; per-provider retention and review are unverified. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: provider_retention. - vendor_training — Does the vendor train on customer content? [supported]: Enterprise terms 1.3.3 prohibit using customer content to train, retrain, fine-tune or improve generative AI. Nonpersonal/aggregated usage data can improve operations. Specific product terms control conflicts. Sources: perplexity:perplexity:p-terms-gb. - provider_training — Do model providers train on it under this product's contracts? [supported]: Same clause prohibits authorising third parties to train on customer content. Provider contracts and retention exceptions were not inspected. Sources: perplexity:perplexity:p-terms-gb. - provider_retention — How long do model providers keep prompts, including for abuse monitoring? [unknown]: Unknown for provider_retention. Enterprise no-training terms are explicit. Per-model abuse-monitoring retention, zero-retention add-ons and provider human-review rules were not retrieved. - zero_retention — Is zero data retention available, and on which plan? [partial]: Enforced Incognito retains sessions/attachments for 24 hours. Provider-level zero-retention contracts or add-ons were not established. Sources: perplexity:perplexity:p-security-hub. - human_review — Can provider staff review content? [partial]: Vendor documents just-in-time staff production access. Model-provider human-review rules remain unknown; absolute no-staff-access cannot be claimed. Sources: perplexity:perplexity:p-security. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-security-hub, perplexity:perplexity:p-security ### DATA-04: Retention and deletion Judgment rule: Record default retention for chats, files, indexes and logs; admin-configured retention; user deletion; deletion after contract end; and deletion confirmation. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Admins can set Workspace chat retention and users delete content, with legal/backend retention exceptions. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise hosted Work under commercial DPA; Workspace retention configuration documented separately; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - default_retention: Library content persists while the Library/account is active; hosted chat is retained for history, but an exact universal default chat/log term was not established. - default_retention — What is retained and for how long by default? [partial]: Library content persists while the Library/account is active; hosted chat is retained for history, but an exact universal default chat/log term was not established. Sources: mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:m-delete-20261026. - admin_retention — Can admins set retention periods? [supported]: Workspace chat/artifact retention can be 30, 90, 180 or 365 days, or never, subject to organization restrictions. Sources: mistral-vibe:mistral-vibe:m-adminvibe-20261026. - user_deletion — Can users delete their chats and files permanently? [supported]: Users can delete chats/Libraries/knowledge; user-visible chat removal does not promise immediate purge of backend/legal copies. Sources: mistral-vibe:mistral-vibe:m-delete-20261026, mistral-vibe:mistral-vibe:m-libraries-20261026. - contract_end_deletion — What is deleted at contract end, and when? [supported]: DPA section 10 provides return/deletion under its policies and says personal data is inaccessible after 30 days following product-access termination; legal records may persist. Sources: mistral-vibe:mistral-vibe:m-dpa-20261026, mistral-vibe:mistral-vibe:m-retention-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:m-delete-20261026, mistral-vibe:mistral-vibe:m-adminvibe-20261026, mistral-vibe:mistral-vibe:m-dpa-20261026, mistral-vibe:mistral-vibe:m-retention-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial The cited English DPA describes personal-data deletion/return within 30 days after service end, subject to its exceptions. This does not establish the terms of a French-language or individually negotiated agreement. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=English en-GB DPA August 13, 2026 and Enterprise terms August 3, 2026; French edition not included in contractual finding; plan=Enterprise agreement incorporating the cited English DPA; executed agreement and alternate-language contract terms unverified; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - The July 2025 French Annex uses later-of wording. It is not treated as an equivalent translation or superseded contract. Applicable language/version for a particular customer remains unknown; this claim is restricted to the named English documents. - default_retention — What is retained and for how long by default? [partial]: Session files default to seven days; My Files/Projects persist under their own deletion policies. Enforced Incognito retains sessions/attachments for 24 hours. Ordinary default session duration remains unknown. Sources: perplexity:perplexity:p-retention, perplexity:perplexity:p-security-hub. - admin_retention — Can admins set retention periods? [supported]: Custom session retention requires 50 seats or one Max, measured from last activity. Shortening hides older data immediately and deletes within seven days; pre-join personal sessions excluded. Sources: perplexity:perplexity:p-retention. - user_deletion — Can users delete their chats and files permanently? [partial]: Under the cited August 13 English DPA, Annex 1 uses the earlier of customer deletion or 30 days after service end. This is an English-document finding only; application retention policies apply and backup completion was not tested. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-retention. - contract_end_deletion — What is deleted at contract end, and when? [supported]: Section 10 of the cited English DPA requires personal-data deletion/return within 30 days after service end, with legal retention exceptions. The English Enterprise terms allow automated backups under standard deletion procedures. The finding applies only where those documents govern. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-retention, perplexity:perplexity:p-security-hub, perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb ### DATA-05: Sub-processors and foreign-law exposure Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Mistral contracts under a French entity and uses contractual transfer safeguards; the complete current subprocessor table was not readable. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - subprocessor_list: The Trust Center/subprocessors endpoint returned a client-rendered non-substantive page; a dated complete list was not obtained. Search on 2026-10-26: https://legal.mistral.ai/terms/data-processing-addendum/, https://legal.mistral.ai/terms/commercial-terms-of-service/, https://help.mistral.ai/en/articles/347629-where-do-you-store-my-data-or-my-organization-s-data. No additional scoped evidence established this answer. - subprocessor_countries: Foreign feature transfers are acknowledged, but the complete provider/country mapping was not obtained. Search on 2026-10-26: https://legal.mistral.ai/terms/data-processing-addendum/, https://legal.mistral.ai/terms/commercial-terms-of-service/, https://help.mistral.ai/en/articles/347629-where-do-you-store-my-data-or-my-organization-s-data. No additional scoped evidence established this answer. - transfer_mechanism: The location help describes GDPR Article 46 safeguards/SCCs for non-adequate-country providers; complete Swiss-specific adaptations were not verified. - government_access_policy: DPA section 3.1 requires notice of legally required processing unless notification is prohibited or an important public-interest ground applies. A complete public law-enforcement request/transparency policy was not established. - subprocessor_list — Is a dated sub-processor list published? [unknown]: The Trust Center/subprocessors endpoint returned a client-rendered non-substantive page; a dated complete list was not obtained. Search on 2026-10-26: https://legal.mistral.ai/terms/data-processing-addendum/, https://legal.mistral.ai/terms/commercial-terms-of-service/, https://help.mistral.ai/en/articles/347629-where-do-you-store-my-data-or-my-organization-s-data. No additional scoped evidence established this answer. - subprocessor_countries — Which countries do sub-processors operate in? [unknown]: Foreign feature transfers are acknowledged, but the complete provider/country mapping was not obtained. Search on 2026-10-26: https://legal.mistral.ai/terms/data-processing-addendum/, https://legal.mistral.ai/terms/commercial-terms-of-service/, https://help.mistral.ai/en/articles/347629-where-do-you-store-my-data-or-my-organization-s-data. No additional scoped evidence established this answer. - change_notification — Are customers notified of sub-processor changes? [supported]: DPA provides reasonable prior subprocessor-change notice and a 10-day written objection window on data-protection grounds. Sources: mistral-vibe:mistral-vibe:m-dpa-20261026. - parent_jurisdiction — Which jurisdiction governs the vendor and its parent? [supported]: Commercial terms name Mistral AI, a French corporation in Paris, or an order-specified affiliate. No ownership change was established. Sources: mistral-vibe:mistral-vibe:m-commercial-20261026. - transfer_mechanism — Which transfer mechanism applies to non-EU/CH processing? [partial]: The location help describes GDPR Article 46 safeguards/SCCs for non-adequate-country providers; complete Swiss-specific adaptations were not verified. Sources: mistral-vibe:mistral-vibe:m-location-20261026, mistral-vibe:mistral-vibe:m-dpa-20261026. - government_access_policy — Is there a published government-access or transparency policy? [partial]: DPA section 3.1 requires notice of legally required processing unless notification is prohibited or an important public-interest ground applies. A complete public law-enforcement request/transparency policy was not established. Sources: mistral-vibe:mistral-vibe:m-dpa-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-dpa-20261026, mistral-vibe:mistral-vibe:m-commercial-20261026, mistral-vibe:mistral-vibe:m-location-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial The DPA defines subprocessors and change notices; full current country inventory remains a gap. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: subprocessor_countries. - subprocessor_list — Is a dated sub-processor list published? [partial]: DPA links the Trust Center list; full current dated rows were not extractable. Sources: perplexity:perplexity:p-dpa-gb. - subprocessor_countries — Which countries do sub-processors operate in? [unknown]: Unknown for subprocessor_countries. The DPA links the Trust Center subprocessor list, whose full current dated contents were not extractable. Parent structure and each subprocessor country remain unverified. - change_notification — Are customers notified of sub-processor changes? [supported]: Nonmodel subprocessors have ten business days' prior notice via list/in-product/email; email requires subscription, objections within five business days. Model changes get notice/list update; remedy is stop using that model. Sources: perplexity:perplexity:p-dpa-gb. - parent_jurisdiction — Which jurisdiction governs the vendor and its parent? [partial]: Counterparty is Perplexity AI, Inc.; contract law is California. Ultimate parent and incorporation jurisdiction were not sourced. Sources: perplexity:perplexity:p-terms-gb. - transfer_mechanism — Which transfer mechanism applies to non-EU/CH processing? [partial]: DPA incorporates EU SCC modules 2/3 and UK addendum, with Irish SCC law/courts and Irish DPC. Swiss-specific adaptations were not retrieved. Sources: perplexity:perplexity:p-dpa-gb. - government_access_policy — Is there a published government-access or transparency policy? [partial]: DPA requires notice of binding law-enforcement requests where legally permitted. Transparency statistics and a broader challenge policy were not retrieved. Sources: perplexity:perplexity:p-dpa-gb. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb ### DATA-06: Contracts and regulatory coverage Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial A public commercial DPA and France/Paris governing-law clause exist; Swiss secrecy and sector assurances remain unverified. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: ai_act_materials, sector_materials. - dpa — Is a DPA available, and is it negotiable? [partial]: A public Data Processing Addendum supplements commercial terms. Negotiability/offline execution was not verified. Sources: mistral-vibe:mistral-vibe:m-dpa. - revdsg_gdpr — Does the DPA cover revDSG and GDPR? [partial]: The DPA explicitly defines GDPR. A specific Swiss revDSG/FADP undertaking was not identified in the inspected text. Sources: mistral-vibe:mistral-vibe:m-dpa. - governing_law — Which law and court govern the contract? [supported]: For customers outside Americas/APAC, the commercial terms specify French law and exclusive Paris courts, subject to the applicable order. Sources: mistral-vibe:mistral-vibe:m-commercial. - ai_act_materials — Is EU AI Act documentation provided? [unknown]: Unknown. No Vibe-specific EU AI Act provider/deployer document pack was obtained. - sector_materials — Are FINMA or other sector materials provided? [unknown]: Unknown. No FINMA, banking-secrecy or scoped sector-contract package was obtained; generic confidentiality is not professional secrecy. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-dpa, mistral-vibe:mistral-vibe:m-commercial #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial A public DPA and California Enterprise terms exist; DACH-specific regulatory packages are unknown. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: ai_act_materials. - dpa — Is a DPA available, and is it negotiable? [partial]: Public English DPA updated August 13, 2026, incorporated into Enterprise terms. Negotiability unknown. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb. - revdsg_gdpr — Does the DPA cover revDSG and GDPR? [partial]: DPA expressly covers GDPR, UK privacy, SCCs and generic applicable privacy laws. Explicit revised Swiss DSG adaptation was not located. Sources: perplexity:perplexity:p-dpa-gb. - governing_law — Which law and court govern the contract? [supported]: Enterprise agreement 11.1 chooses California law and San Francisco County state/federal courts. EU SCCs separately choose Irish law/courts. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-dpa-gb. - ai_act_materials — Is EU AI Act documentation provided? [unknown]: Unknown for ai_act_materials. Current English Enterprise terms and DPA were retrieved. Negotiation terms, explicit revDSG addendum, EU AI Act package and FINMA sector materials were not retrieved. - sector_materials — Are FINMA or other sector materials provided? [partial]: Security material describes HIPAA alignment. Full BAA/regulatory scope and FINMA material were not retrieved; alignment does not establish blanket healthcare suitability. Sources: perplexity:perplexity:p-security. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-security ### DATA-07: Certifications and attestations Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial SOC 2 II and ISO 27001/27701 are vendor claims until reports, entity scope and validity are inspected. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: c5, pentest. - iso_27001 — ISO 27001 with scope and validity? [partial]: Mistral claims ISO 27001; certificate issuer, exact product/entity scope and validity were not retrieved. Sources: mistral-vibe:mistral-vibe:m-cert. - soc2 — SOC 2 type, period and covered service? [partial]: Mistral claims SOC 2 Type II; audit period and scoped report were not inspected. Sources: mistral-vibe:mistral-vibe:m-cert. - c5 — BSI C5 attestation? [unknown]: Unknown. No current product-scoped C5 attestation was retrieved. - other_certifications — Which other certificates (27701, 42001, TISAX)? [partial]: ISO 27701 is also claimed, without an inspected certificate and validity. Sources: mistral-vibe:mistral-vibe:m-cert. - report_access — How can customers obtain reports? [partial]: The official help directs compliance-report requests to the Trust Center, whose client-rendered reports were not accessible in this pass. Sources: mistral-vibe:mistral-vibe:m-cert. - pentest — Are independent penetration test summaries available? [unknown]: Unknown. No independent penetration-test summary was retrieved. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-cert #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial SOC 2 Type II and independent testing are vendor claims, not inspected attestations. Availability: unknown Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: iso_27001, c5, other_certifications. - iso_27001 — ISO 27001 with scope and validity? [unknown]: Unknown for iso_27001. Public security material claims SOC 2 Type II. Auditor, coverage dates, full reports, ISO scope/validity, BSI C5 and independent penetration-test results were not retrieved. - soc2 — SOC 2 type, period and covered service? [partial]: Vendor claims SOC 2 Type II. Auditor, report period, covered systems, exceptions and current validity were not inspected. Sources: perplexity:perplexity:p-security. - c5 — BSI C5 attestation? [unknown]: Unknown for c5. Public security material claims SOC 2 Type II. Auditor, coverage dates, full reports, ISO scope/validity, BSI C5 and independent penetration-test results were not retrieved. - other_certifications — Which other certificates (27701, 42001, TISAX)? [unknown]: Unknown for other_certifications. Public security material claims SOC 2 Type II. Auditor, coverage dates, full reports, ISO scope/validity, BSI C5 and independent penetration-test results were not retrieved. - report_access — How can customers obtain reports? [partial]: Security page directs documentation requests to Trust Center. Reports were not downloaded and access conditions remain unverified. Sources: perplexity:perplexity:p-security. - pentest — Are independent penetration test summaries available? [partial]: Vendor states annual independent penetration testing. Scope, report date, findings and remediation were not retrieved. Sources: perplexity:perplexity:p-security. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-security ### DATA-08: Encryption and key control Judgment rule: Record encryption at rest and in transit, customer-managed keys (BYOK/HYOK), key location, and private networking (private link, IP allow-lists, VPN). #### Mistral Vibe Verification status: No public information found (not-published) Support: not-published We found no public information on this. A missing finding is not evidence that the product lacks the capability. #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Encrypted connector credentials and isolated task environments are documented; customer keys are a gap. Availability: unknown Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: customer_managed_keys. - Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search. - encryption_at_rest — Is data encrypted at rest? [partial]: FAQ says connector credentials are encrypted at rest/in transit. Full chat/file cipher and key matrix were not retrieved. Sources: perplexity:perplexity:p-connectfaq, perplexity:perplexity:p-security. - customer_managed_keys — Can the customer manage or hold the keys? [unknown]: Unknown for customer_managed_keys. The FAQ describes encrypted connector credentials and the security page describes access control. Customer-managed keys, SaaS private networking and detailed tenant-key isolation were not retrieved. - private_networking — Is private connectivity or IP restriction available? [partial]: MCP can use Cloudflare Access credentials for protected tools. This does not establish private connectivity or IP restrictions for the whole Enterprise app. Sources: perplexity:perplexity:p-mcp. - tenant_isolation — How are customers separated in shared SaaS? [partial]: Computer isolates each task's cloud filesystem/browser/sandbox from other users and organisation networks. SaaS database/key isolation remains unverified. Sources: perplexity:perplexity:p-computer. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectfaq, perplexity:perplexity:p-security, perplexity:perplexity:p-mcp, perplexity:perplexity:p-computer ### DATA-09: Professional secrecy Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Profession-specific secrecy undertaking and add-on remain unknown; general confidentiality and scoped content-access controls do not establish §203 StGB or Art.321 StGB coverage. Availability: unknown Delivery: unknown Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Work Team/Enterprise; private/partner-served support access scoped separately; add_ons=none stated; deployment_mode=not specified; region=No profession-specific DE/CH contractual scope verified; deployment/provider regions follow the other scoped claims.; os=not specified. Limitations: - Contract facts only; no legal suitability assessment. No profession-specific commitment or paid option inferred from generic confidentiality, hosting, encryption or no-training terms. - Public, unauthenticated source pass only; no sales contact, NDA request or authenticated access-control test. - secrecy_undertaking — Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff? [unknown]: Unknown. Reviewed Mistral commercial terms, DPA, Vibe security/deployment documentation and targeted first-party searches for professional secrecy, secret professionnel, §203 and Art.321. No Vibe-specific secrecy contract template, dedicated plan/add-on or flow-down undertaking was retrieved. A DPA or no-training clause alone does not answer whether a profession-specific undertaking is signed. - subprocessor_coverage — Does the undertaking extend to its sub-processors, and is that documented? [unknown]: Unknown. No retrieved §203/Art.321 undertaking establishes flow-down to all relevant subcontractors/model providers. General DPA confidentiality is not equivalent. - secrecy_offering — Is it a dedicated offering or add-on, and on which plan? [unknown]: Unknown. No documented profession-specific plan, dedicated instance option or paid secrecy add-on and its entitlements/pricing were established. - content_access — Who can access content in plain text: vendor staff, sub-processors, model providers? [partial]: DPA3.1 binds authorised Mistral personnel and subprocessors to confidentiality. Annex1 includes debugging/testing and partner-served support processing. The exact role-by-role plaintext-access matrix, private-deployment support controls and external model-provider access were not established; confidentiality is not a profession-specific undertaking. Sources: mistral-vibe:mistral-vibe:m-dpa. - secrecy_documentation — Is the offering publicly documented (contract template, data-flow description, professional-body guidance)? [unknown]: Unknown. Reviewed Mistral commercial terms, DPA, Vibe security/deployment documentation and targeted first-party searches for professional secrecy, secret professionnel, §203 and Art.321. No Vibe-specific secrecy contract template, dedicated plan/add-on or flow-down undertaking was retrieved. General data-flow/security pages are available but do not document such a secrecy offering. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-dpa #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Profession-specific secrecy undertaking and add-on remain unknown; general confidentiality and scoped content-access controls do not establish §203 StGB or Art.321 StGB coverage. Availability: unknown Delivery: unknown Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=Enterprise Pro/Max; cloud Enterprise, with optional customer audit export; add_ons=none stated; deployment_mode=multi-tenant-saas; region=No profession-specific DE/CH contractual scope verified; deployment/provider regions follow the other scoped claims.; os=not specified. Limitations: - Contract facts only; no legal suitability assessment. No profession-specific commitment or paid option inferred from generic confidentiality, hosting, encryption or no-training terms. - Public, unauthenticated source pass only; no sales contact, NDA request or authenticated access-control test. - secrecy_undertaking — Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff? [unknown]: Unknown. Reviewed current English Enterprise terms, August13 DPA, Security Hub, security page and targeted first-party professional-secrecy searches. No §203 StGB or Art.321 StGB contract template or dedicated secrecy SKU was retrieved. No NDA or sales request was made. A DPA or no-training clause alone does not answer whether a profession-specific undertaking is signed. - subprocessor_coverage — Does the undertaking extend to its sub-processors, and is that documented? [unknown]: Unknown. No retrieved §203/Art.321 undertaking establishes flow-down to all relevant subcontractors/model providers. General DPA confidentiality is not equivalent. - secrecy_offering — Is it a dedicated offering or add-on, and on which plan? [unknown]: Unknown. No documented profession-specific plan, dedicated instance option or paid secrecy add-on and its entitlements/pricing were established. - content_access — Who can access content in plain text: vendor staff, sub-processors, model providers? [partial]: Security material describes just-in-time vendor production access; DPA4.d requires confidentiality for people processing personal data. Eligible Enterprise audit exports include full queries/answers to customer endpoints. Per-provider plaintext access/retention and any profession-specific staff/subprocessor restrictions remain unverified. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-security, perplexity:perplexity:p-audit. - secrecy_documentation — Is the offering publicly documented (contract template, data-flow description, professional-body guidance)? [unknown]: Unknown. Reviewed current English Enterprise terms, August13 DPA, Security Hub, security page and targeted first-party professional-secrecy searches. No §203 StGB or Art.321 StGB contract template or dedicated secrecy SKU was retrieved. No NDA or sales request was made. General data-flow/security pages are available but do not document such a secrecy offering. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-security, perplexity:perplexity:p-audit ## Commercials and vendor ### VEN-01: Pricing model and list prices Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial The public USD page lists Team at USD 24.99/user/month and Enterprise custom. Exact Pro checkout price and API-credit allowance are not established from conflicting rendered variants. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Free / Pro / Team public pricing as rendered in USD on 2026-10-21; Enterprise quote-only; Pro checkout variants unverified; add_ons=Optional prepaid usage; private Enterprise/custom-model costs unknown; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - The general Work/Workspace documentation does not establish Team or Enterprise entitlement for every feature here. Unspecified-plan findings remain candidates; no plan inheritance is assumed. - Pro price and included-credit selection remain explicit gaps; neither rendered variant is treated as the purchased entitlement. - pricing_unit — What is the pricing unit? [supported]: Pro is per account, Team per user/month, Enterprise custom; included usage and prepaid usage extension span named product routes. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-subscription. - list_prices — What are list prices per plan, with date and currency? [partial]: Team is displayed at USD 24.99/user/month excluding taxes and Enterprise is custom. The Pro page mixes education/card variants and a normal-price FAQ; the applicable Pro checkout price, currency and billing selection were not verified. Sources: mistral-vibe:mistral-vibe:m-pricing. - included_usage — What usage is included? [partial]: Team advertises up to 30 GB/user and relative allowances. A fixed Pro API-credit entitlement is unknown: the rendered card includes USD 25.5 and USD 15 monthly variants without an established selection. No Pro credit amount is credited. Sources: mistral-vibe:mistral-vibe:m-pricing. - add_ons — Which features cost extra? [supported]: PAYG prepaid credits extend eligible usage after included allowances; Enterprise private services and custom models are separately scoped. Sources: mistral-vibe:mistral-vibe:m-billing, mistral-vibe:mistral-vibe:m-home. - overage — What do usage beyond limits and premium models cost? [partial]: PAYG uses model/API rates for eligible routes, but no exact default Work model tariff and allowance sufficiency for the shared workload were established. Sources: mistral-vibe:mistral-vibe:m-subscription, mistral-vibe:mistral-vibe:m-pricing. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-subscription, mistral-vibe:mistral-vibe:m-billing, mistral-vibe:mistral-vibe:m-home #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise seats have public USD prices; Computer extras use credits with unpriced conversion. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - pricing_unit — What is the pricing unit? [supported]: Per-seat monthly/annual subscription plus Computer credits and optional pool; API billed separately. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits. - list_prices — What are list prices per plan, with date and currency? [supported]: Retrieved October 21, 2026: Enterprise Pro USD40/seat/month or USD400/year; Max USD325/month or USD3,250/year, excl tax. Potential 250+ discounts not assumed. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-terms-gb. - included_usage — What usage is included? [supported]: Computer includes 500 credits/Pro seat/month or 15,000/Max, expiring each cycle. Ask/standard Search do not use these credits; session/file limits still apply. Sources: perplexity:perplexity:p-credits, perplexity:perplexity:p-entpro, perplexity:perplexity:p-filelimits. - add_ons — Which features cost extra? [partial]: Admins purchase pooled credits/auto-refill after billing consent; API credits separate. Advanced roles/connector RBAC depend on managed contracts; separate prices unknown. Sources: perplexity:perplexity:p-credits, perplexity:perplexity:p-billing, perplexity:perplexity:p-roles. - overage — What do usage beyond limits and premium models cost? [partial]: After individual credits, use draws purchased pool within the applicable cap. Dollar-per-credit/task tariff was not established; currency overage remains unknown. Sources: perplexity:perplexity:p-credits. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-entpro, perplexity:perplexity:p-filelimits, perplexity:perplexity:p-roles ### VEN-02: Scenario cost Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial ALM-14 shared cost assumptions v1.4, 2026-10-21: Team licence illustrations plus unknown variable/enterprise costs; no complete total is claimed. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team displayed USD rate, 12 months, excluding VAT; Enterprise quote separate; add_ons=Unknown usage extension, support/implementation; no bulk discount assumed; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Mix: 60% at 100, 30% at 400 and 10% at 1,500 messages/user/month, 330 average. Separately billed messages assume 3,000 input + 600 output tokens; no product-tariff proxy used. - ECB 2026-10-20: EUR 1 = USD 1.1215 = CHF 0.9237; EUR = USD / 1.1215, CHF = EUR × 0.9237. - These are displayed-rate Team licence illustrations; complete Enterprise/private totals remain unknown. - cost_200 — Year-one cost at 200 users? [partial]: Team displayed-rate licence illustration: USD 59,976.00 = EUR 53,478.38 = CHF 49,397.98 for 200 seats × 12 × USD 24.99, excluding VAT, plus unknown usage/support/implementation. Enterprise/private deployment and SAML terms require their own quote; applicability of Team at this size was not verified. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:fx-ecb. - cost_1000 — Year-one cost at 1,000 users? [partial]: Team displayed-rate licence illustration: USD 299,880.00 = EUR 267,391.89 = CHF 246,989.88 for 1,000 seats × 12 × USD 24.99, excluding VAT, plus unknown usage/support/implementation. Enterprise/private deployment and SAML terms require their own quote; applicability of Team at this size was not verified. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:fx-ecb. - cost_5000 — Year-one cost at 5,000 users? [partial]: Team displayed-rate licence illustration: USD 1,499,400.00 = EUR 1,336,959.43 = CHF 1,234,949.42 for 5,000 seats × 12 × USD 24.99, excluding VAT, plus unknown usage/support/implementation. Enterprise/private deployment and SAML terms require their own quote; applicability of Team at this size was not verified. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:fx-ecb. - variable_share — Which part depends on usage? [partial]: Included allowance is consumed before eligible prepaid PAYG; exact Work default model/tariff, fair-use sufficiency and tool charges remain unknown. Sources: mistral-vibe:mistral-vibe:m-subscription, mistral-vibe:mistral-vibe:m-pricing. - unknown_parts — Which costs could not be priced? [partial]: Unknown: Enterprise/private licence quote, bulk eligibility/commitment, exact included credits, separately charged Work usage at the shared mix, deployment/operations, support and implementation. No tariff proxy or discount is invented. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-subscription. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:fx-ecb, mistral-vibe:mistral-vibe:m-subscription #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Annual Pro-seat floors are calculable; total shared-scenario cost remains a floor plus unknown extras. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=All seats Enterprise Pro at USD400/year; optional Max and managed features excluded from baseline; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - cost_200 — Year-one cost at 200 users? [partial]: ALM-14 shared cost assumptions v1.4, 2026-10-21. Twelve months, excl VAT, no discounts; mix averages 330 messages/user/month. All 200 seats Enterprise Pro at USD400/year: USD80,000.00 = EUR71,333.04 = CHF65,890.33, using ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237. Total is this floor plus unknown Computer extras, managed-plan features, support and implementation. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-entpro, perplexity:perplexity:fx-ecb. - cost_1000 — Year-one cost at 1,000 users? [partial]: ALM-14 shared cost assumptions v1.4, 2026-10-21. Twelve months, excl VAT, no discounts; mix averages 330 messages/user/month. All 1,000 seats Enterprise Pro at USD400/year: USD400,000.00 = EUR356,665.18 = CHF329,451.63, using ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237. Total is this floor plus unknown Computer extras, managed-plan features, support and implementation. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-entpro, perplexity:perplexity:fx-ecb. - cost_5000 — Year-one cost at 5,000 users? [partial]: ALM-14 shared cost assumptions v1.4, 2026-10-21. Twelve months, excl VAT, no discounts; mix averages 330 messages/user/month. All 5,000 seats Enterprise Pro at USD400/year: USD2,000,000.00 = EUR1,783,325.90 = CHF1,647,258.14, using ECB 2026-10-20 EUR1=USD1.1215=CHF0.9237. Total is this floor plus unknown Computer extras, managed-plan features, support and implementation. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-entpro, perplexity:perplexity:fx-ecb. - variable_share — Which part depends on usage? [partial]: Ask/standard Search are outside Computer credits; 330 messages do not have a fixed Computer-credit conversion. Task cost and currency tariff remain unknown; no model/token proxy is used for proprietary credits. Sources: perplexity:perplexity:p-entpro, perplexity:perplexity:p-credits. - unknown_parts — Which costs could not be priced? [partial]: Unknown credit tariff/task consumption, managed entitlements, optional Max mix, premium data contracts, local hardware, implementation and support. No invented discounts or complete total. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-roles. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-entpro, perplexity:perplexity:fx-ecb, perplexity:perplexity:p-roles ### VEN-03: Evaluation access Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Free self-serve exploration exists; SAML, private deployments and gated administration cannot be assumed included. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: self_serve_trial, trial_scope. - free_tier — Is there a free tier for business use? [partial]: The public Free plan offers limited chat/search/tools; business contractual suitability and enterprise controls were not verified. Sources: mistral-vibe:mistral-vibe:m-pricing. - self_serve_trial — Is a self-serve business trial available? [unknown]: Unknown. No time-limited business-plan trial duration, card or seat limit was verified; the Free plan is a different access route. - trial_scope — Do trials include SSO, connectors and admin features? [unknown]: Unknown. No trial verified Enterprise SSO, admin, connectors and fixture entitlement together. - sales_gate — Does meaningful evaluation require sales contact? [supported]: Free/paid self-service exploration is offered, while private Enterprise and Admin API activation require contact. No contact was made. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-provision. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-provision #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Enterprise self-serve subscriptions are available, but the vendor explicitly offers no self-serve trial. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - free_tier — Is there a free tier for business use? [partial]: Individual Free access exists; Enterprise is paid. Free business governance entitlements were not established. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-sso. - self_serve_trial — Is a self-serve business trial available? [unsupported]: FAQ expressly says no self-serve Enterprise Pro/Max trials. Assisted evaluation may be offered through sales; no contact made. Sources: perplexity:perplexity:p-billing. - trial_scope — Do trials include SSO, connectors and admin features? [partial]: No self-serve trial. Assisted evaluation SSO, connector and admin entitlements remain unknown; individual Free cannot verify them. Sources: perplexity:perplexity:p-billing. - sales_gate — Does meaningful evaluation require sales contact? [partial]: Paid self-serve purchase exists. Free Enterprise evaluation needs assistance per FAQ; advanced managed roles are sales-assisted. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-roles. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-sso, perplexity:perplexity:p-billing, perplexity:perplexity:p-roles ### VEN-04: Contract terms and pricing transparency Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Self-serve prices are partly public; enterprise terms and commitment/pricing details require the applicable order. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: minimum_commitment. - minimum_commitment — What seat or spend minimum applies? [unknown]: Unknown. The rendered Team calculator shows a subtotal but does not establish an exact contractual minimum or maximum for the requested seat sizes. - contract_length — What contract lengths are offered? [partial]: Commercial terms charge as provided by the order/confirmation; exact Team monthly/annual commitment alternatives were not established. Sources: mistral-vibe:mistral-vibe:m-commercial. - cancellation — How can the contract be cancelled or reduced? [partial]: Commercial terms make paid amounts non-refundable/non-cancellable; a complete self-serve downgrade/cancellation workflow was not verified. Sources: mistral-vibe:mistral-vibe:m-commercial. - local_invoicing — Can it be invoiced in CHF or EUR from a European entity? [partial]: A French contracting entity and USD/EUR price selector are public; actual CHF/EUR enterprise invoicing terms were not verified. Sources: mistral-vibe:mistral-vibe:m-commercial, mistral-vibe:mistral-vibe:m-pricing. - transparency_class — Is pricing transparent, partial, quote-only or unknown? [supported]: Partially specified: self-serve displayed prices exist, while Enterprise/private quotes, exact credits and scenario usage charges remain unresolved. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-subscription. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-commercial, mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-subscription #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Public USD monthly/annual plans coexist with managed contract pricing. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - minimum_commitment — What seat or spend minimum applies? [partial]: Terms refer minimum seats to ordering documentation/account; no numeric minimum retrieved. The 50-seat feature qualifier is not a subscription minimum. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-billing. - contract_length — What contract lengths are offered? [supported]: Monthly and annual billing; annual Pro USD400 and Max USD3,250 per seat. Sources: perplexity:perplexity:p-billing. - cancellation — How can the contract be cancelled or reduced? [supported]: Removing users does not reduce billing. Admin reduces paid seats in Billing for next month/annual renewal without current-term refund; seat increases prorated immediately. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-terms-gb. - local_invoicing — Can it be invoiced in CHF or EUR from a European entity? [partial]: Invoices/wire available. Terms specify USD and Perplexity AI, Inc.; European-entity EUR/CHF invoicing was not established. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-terms-gb. - transparency_class — Is pricing transparent, partial, quote-only or unknown? [supported]: Partial. Seat prices and quotas public; advanced managed entitlements, Computer variable cost and premium partner costs unpriced here. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-roles. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-roles ### VEN-05: Source licence Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Hosted Work is a commercial service; separate CLI/model licences do not license the whole workspace. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - licence_type — Which licence applies to each component? [partial]: Commercial terms reserve Mistral product IP and grant limited service use. Open-weight model/CLI component terms are separate and were not exhaustively audited. Sources: mistral-vibe:mistral-vibe:m-commercial. - branding_restrictions — Do licence terms restrict branding or user counts? [partial]: Enterprise pricing lists white label/dedicated hostname; contractual branding rights and seat restrictions require that order. Sources: mistral-vibe:mistral-vibe:m-pricing. - enterprise_features_closed — Are enterprise features in a separate closed edition? [partial]: Enterprise lists custom deployment, SAML and audit features under commercial terms; component-by-component source availability was not established. Sources: mistral-vibe:mistral-vibe:m-pricing, mistral-vibe:mistral-vibe:m-commercial. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-commercial, mistral-vibe:mistral-vibe:m-pricing #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial The Enterprise service is proprietary with a business-use subscription licence. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - The partial atomic answers state their documentation or verification limits. - licence_type — Which licence applies to each component? [partial]: Nonexclusive, nontransferable, nonsublicensable business-use service licence; Perplexity/licensors retain IP. Complete component/model licence inventory not retrieved. Sources: perplexity:perplexity:p-terms-gb. - branding_restrictions — Do licence terms restrict branding or user counts? [partial]: Named accounts limited to purchased seats; sharing accounts forbidden. White-label rights were not established. Sources: perplexity:perplexity:p-terms-gb. - enterprise_features_closed — Are enterprise features in a separate closed edition? [partial]: Hosted Enterprise administration falls under the proprietary service agreement. This does not establish that every component is closed. Sources: perplexity:perplexity:p-terms-gb. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb ### VEN-06: Data export and exit Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Personal exports and original Library downloads are documented; full administrator portability remains untested. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise personal Data Export and Library/Knowledge downloads; complete administrator portability unverified; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - chat_export: A personal data export tool is documented; all-user administrator chat export completeness was not verified. - assistant_export: Legacy agents can be duplicated and Skills contain reusable files, but a complete portable assistant/tool/knowledge export package was not verified. Search on 2026-10-26: https://help.mistral.ai/en/articles/347623-how-do-i-export-my-data-from-vibe, https://docs.mistral.ai/vibe/work/libraries.md, https://docs.mistral.ai/vibe/work/knowledge.md. No additional scoped evidence established this answer. - knowledge_export: Users can download original Library documents and export personal Knowledge Base data; complete admin index/ACL export was not verified. - export_format: Canvas offers PPTX/table files and spreadsheets XLSX, but the full personal-data/agent/index export schema was not established. - post_termination_window: The DPA says personal data is no longer accessible 30 days after access/use termination; a guaranteed complete post-termination export service was not established. - chat_export — Can admins export all chats? [partial]: A personal data export tool is documented; all-user administrator chat export completeness was not verified. Sources: mistral-vibe:mistral-vibe:m-export-20261026. - assistant_export — Can assistants and prompts be exported in a reusable format? [unknown]: Legacy agents can be duplicated and Skills contain reusable files, but a complete portable assistant/tool/knowledge export package was not verified. Search on 2026-10-26: https://help.mistral.ai/en/articles/347623-how-do-i-export-my-data-from-vibe, https://docs.mistral.ai/vibe/work/libraries.md, https://docs.mistral.ai/vibe/work/knowledge.md. No additional scoped evidence established this answer. - knowledge_export — Can knowledge bases and their sources be exported? [partial]: Users can download original Library documents and export personal Knowledge Base data; complete admin index/ACL export was not verified. Sources: mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:m-memory-20261026. - export_format — Are formats documented and machine-readable? [partial]: Canvas offers PPTX/table files and spreadsheets XLSX, but the full personal-data/agent/index export schema was not established. Sources: mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:m-sheets-20261026, mistral-vibe:mistral-vibe:m-export-20261026. - post_termination_window — How long can data be retrieved after termination? [partial]: The DPA says personal data is no longer accessible 30 days after access/use termination; a guaranteed complete post-termination export service was not established. Sources: mistral-vibe:mistral-vibe:m-dpa-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-export-20261026, mistral-vibe:mistral-vibe:m-libraries-20261026, mistral-vibe:mistral-vibe:m-memory-20261026, mistral-vibe:mistral-vibe:m-files-20261026, mistral-vibe:mistral-vibe:m-sheets-20261026, mistral-vibe:mistral-vibe:m-dpa-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Audit events and files provide some exits, but complete tenant and assistant export is unverified. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - chat_export: Eligible audit webhooks stream queries/full answers prospectively. A retrospective complete tenant-chat export was not established. - assistant_export: Custom Skills accept SKILL.md/ZIP. Export of installed Skills, Project instructions and connections was not established. - knowledge_export: Download files is a current permission for downloadable user uploads, including session and Project files; connector files retain source permissions. This is not a bulk export of all indexed content, metadata or ACLs. The retired organization-repository ZIP procedure is only lifecycle evidence. - export_format: Audit JSON and DOCX/PDF/XLSX/PPTX/HTML assets are documented. A complete machine-readable tenant/knowledge-state export was not established. - post_termination_window: DPA gives 30-day personal-data delete/return deadline with legal exceptions. A customer retrieval UI or guaranteed window was not established. - chat_export — Can admins export all chats? [partial]: Eligible audit webhooks stream queries/full answers prospectively. A retrospective complete tenant-chat export was not established. Sources: perplexity:perplexity:p-audit. - assistant_export — Can assistants and prompts be exported in a reusable format? [partial]: Custom Skills accept SKILL.md/ZIP. Export of installed Skills, Project instructions and connections was not established. Sources: perplexity:perplexity:p-skills-20261026. - knowledge_export — Can knowledge bases and their sources be exported? [partial]: Download files is a current permission for downloadable user uploads, including session and Project files; connector files retain source permissions. This is not a bulk export of all indexed content, metadata or ACLs. The retired organization-repository ZIP procedure is only lifecycle evidence. Sources: perplexity:perplexity:p-security-hub-20261026, perplexity:perplexity:p-roles-20261026. - export_format — Are formats documented and machine-readable? [partial]: Audit JSON and DOCX/PDF/XLSX/PPTX/HTML assets are documented. A complete machine-readable tenant/knowledge-state export was not established. Sources: perplexity:perplexity:p-audit, perplexity:perplexity:p-assets. - post_termination_window — How long can data be retrieved after termination? [partial]: DPA gives 30-day personal-data delete/return deadline with legal exceptions. A customer retrieval UI or guaranteed window was not established. Sources: perplexity:perplexity:p-dpa-gb-20261026. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: perplexity:perplexity:p-audit, perplexity:perplexity:p-skills-20261026, perplexity:perplexity:p-assets, perplexity:perplexity:p-dpa-gb-20261026, perplexity:perplexity:p-security-hub-20261026, perplexity:perplexity:p-roles-20261026 ### VEN-07: Support and service levels Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Public support routes and custom Enterprise SLA marketing exist; status access and concrete service terms remain gaps. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Hosted Vibe Team / Enterprise; Free and Pro or CLI are named only where separately established; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - Remaining atomic gaps: support_languages, regional_presence, status_page. - support_channels — Which support channels are available on each plan? [supported]: Pro/Team pricing lists chat/email support and Enterprise advertises dedicated support. Sources: mistral-vibe:mistral-vibe:m-pricing. - support_languages — Is support available in German, French or Italian? [unknown]: Unknown. German/French/Italian support language/hours commitments were not retrieved. - regional_presence — Is there a DACH or Swiss entity, team or partner? [unknown]: Unknown. The commercial entity is Paris-based; a named DACH/Swiss implementation team/partner was not verified. - uptime_sla — Is there an uptime SLA with credits? [partial]: Enterprise advertises custom SLAs; uptime percentage, exclusions, response times and credits were not obtained. Sources: mistral-vibe:mistral-vibe:m-pricing. - status_page — Is there a public status page with history? [unknown]: Unknown. The public status endpoint returned HTTP 403 to direct retrieval; no incident history was independently read. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-pricing #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Public help, support contact and status exist; contractual service levels remain unknown. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: support_languages, regional_presence, uptime_sla. - support_channels — Which support channels are available on each plan? [partial]: Help/contact support and Enterprise email; Portable guide mentions in-product live chat. Response times and languages remain unverified. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-local. - support_languages — Is support available in German, French or Italian? [unknown]: Unknown for support_languages. Public help and status exist, but contracted uptime credits, support languages and a Swiss/DACH delivery entity were not retrieved. - regional_presence — Is there a DACH or Swiss entity, team or partner? [unknown]: Unknown for regional_presence. Public help and status exist, but contracted uptime credits, support languages and a Swiss/DACH delivery entity were not retrieved. - uptime_sla — Is there an uptime SLA with credits? [unknown]: Unknown for uptime_sla. Public help and status exist, but contracted uptime credits, support languages and a Swiss/DACH delivery entity were not retrieved. - status_page — Is there a public status page with history? [partial]: Public status covers website, app, Computer and API with a calendar. History completeness and contracted SLA were not audited. Sources: perplexity:perplexity:p-status-web. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-local, perplexity:perplexity:p-status-web ### VEN-08: Onboarding, training and adoption Judgment rule: 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. #### Mistral Vibe Verification status: Agent cross-checked (agent-cross-checked) Support: partial Built-in onboarding and reusable role/task Skills support self-service adoption; service entitlements and prices remain open. Availability: unknown Delivery: native Scope: surfaces=Hosted Vibe Work web app after migration; version=not specified; plan=Team/Enterprise plan-included Work Skills and public self-service documentation; managed services unverified; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU-hosted by default, with feature-specific external transfers; private deployment by contract; os=not specified. Limitations: - onboarding_service: Vendor-led onboarding inclusion was not established; no sales/demo contact was made. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://mistral.ai/pricing/, https://legal.mistral.ai/terms/commercial-terms-of-service/. No additional scoped evidence established this answer. - user_training: A built-in vibe-work-onboarding Skill and public guides exist; live training and language coverage were not established. - adoption_programme: No scoped champion or change-management programme entitlement was retrieved. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://mistral.ai/pricing/, https://legal.mistral.ai/terms/commercial-terms-of-service/. No additional scoped evidence established this answer. - service_cost: Implementation/partner/training service prices were not obtained. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://mistral.ai/pricing/, https://legal.mistral.ai/terms/commercial-terms-of-service/. No additional scoped evidence established this answer. - onboarding_service — Is guided onboarding included? [unknown]: Vendor-led onboarding inclusion was not established; no sales/demo contact was made. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://mistral.ai/pricing/, https://legal.mistral.ai/terms/commercial-terms-of-service/. No additional scoped evidence established this answer. - user_training — Is end-user training offered, in which languages? [partial]: A built-in vibe-work-onboarding Skill and public guides exist; live training and language coverage were not established. Sources: mistral-vibe:mistral-vibe:m-skills-20261026. - use_case_library — Are role-based use cases and templates provided? [supported]: Built-in Skills and examples cover research, extraction, onboarding, stakeholder communication and repeated procedures. Sources: mistral-vibe:mistral-vibe:m-skills-20261026. - adoption_programme — Is there a champion or adoption programme? [unknown]: No scoped champion or change-management programme entitlement was retrieved. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://mistral.ai/pricing/, https://legal.mistral.ai/terms/commercial-terms-of-service/. No additional scoped evidence established this answer. - service_cost — Which services cost extra? [unknown]: Implementation/partner/training service prices were not obtained. Search on 2026-10-26: https://docs.mistral.ai/vibe/work/skills.md, https://mistral.ai/pricing/, https://legal.mistral.ai/terms/commercial-terms-of-service/. No additional scoped evidence established this answer. Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-20. Sources: mistral-vibe:mistral-vibe:m-skills-20261026, mistral-vibe:mistral-vibe:plan-matrix-20261026 #### Perplexity Enterprise Verification status: Agent cross-checked (agent-cross-checked) Support: partial Vendor guides and business task examples exist; included adoption services remain unpriced. Availability: generally-available Delivery: native Scope: surfaces=Enterprise Ask, Projects and Search web client; version=not specified; plan=Enterprise Pro/Max; sales-assisted roles or connector RBAC only where stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Cloud region and residency option unverified; local device location customer-controlled; os=not specified. Limitations: - Remaining atomic gaps: onboarding_service, user_training, adoption_programme, service_cost. - onboarding_service — Is guided onboarding included? [unknown]: Unknown for onboarding_service. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established. - user_training — Is end-user training offered, in which languages? [unknown]: Unknown for user_training. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established. - use_case_library — Are role-based use cases and templates provided? [supported]: Computer and Microsoft integration guides give research, analysis, document and email examples. Skills provide reusable task instructions. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-office, perplexity:perplexity:p-skills. - adoption_programme — Is there a champion or adoption programme? [unknown]: Unknown for adoption_programme. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established. - service_cost — Which services cost extra? [unknown]: Unknown for service_cost. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established. Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-office, perplexity:perplexity:p-skills ## Sources ### mistral-vibe:mistral-vibe:plan-matrix-20261026 Mistral Vibe public plan comparison. The table includes Skills, web, connectors and custom MCP on Team/Enterprise, labels connectors beta, gives Team 30 GB/user Libraries, and includes Canvas, scheduling, workflows, image generation and data export. Knowledge connectors are Team/Enterprise; Admin API, audit logs, SAML SSO and custom deployment are Enterprise. Enterprise infinity icons are not fixed quotas. - URL: https://mistral.ai/pricing/ - Locator: Vibe comparison table, ordered Free / Pro / Team / Enterprise columns, including inclusion and exclusion SVG icons rather than text-only extraction; HTTP 200, body SHA256 650153212b270213cd4e18baa9d973a2dceb5fe2af5403ca421efadcd9a723dd - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-release-notes-20261026 Mistral release notes. Chat-to-Work migration is phased, with Enterprise migration starting October 1 and an approximate six-month administrator window. - URL: https://docs.mistral.ai/resources/release-notes.md - Locator: 2026-09-22: simpler Vibe experience; Knowledge Base; spreadsheets; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2e5b0d700fa3426538fedfdd02bc63bbab6d2b97b91c1f72c6460a3a6ea0d07b on 2026-10-26 - Evidence kind: documented - Source date: 2026-09-22 - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-home-20261026 Mistral Vibe product. Mistral combines Work/Chat and coding under Vibe and offers Enterprise on-premise/private-cloud deployments. - URL: https://mistral.ai/products/vibe/ - Locator: FAQ: name, deployment, voice and integrations; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 0246e627184ac60f05c6672201cd99be89752c34cae3e7b4a1e899be9508869b on 2026-10-26 - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-image-20261026 Generate images. Image generation uses Black Forest Labs models and supports uploaded-image edits with plan limits. - URL: https://docs.mistral.ai/vibe/work/image-generation.md - Locator: Model provider; editing; limits; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 ea76aed6c7b591368c3ae678e2e772ed8be592a7d01931f63e5cc001ab915f23 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-files-20261026 Work with Files and Canvas. Files and Canvas support documents, scanned images, audio analysis, editable outputs and PowerPoint/table export. - URL: https://docs.mistral.ai/vibe/work/files-and-canvas.md - Locator: Supported formats; image/audio/spreadsheet analysis; Canvas exports; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 69c16ff45099cba600e79f8ed219a4765adc73d4b015f332be1f4fc28b3fb6b6 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-models Advanced AI models included in subscriptions. Lists current Enterprise Search models and user/automatic routing; availability depends on settings, rollout and region. - URL: https://www.perplexity.ai/help-center/en/articles/10354919-what-advanced-ai-models-are-included-in-my-subscription - Locator: Enterprise table; modes and availability notes; snapshot October 17, 2026 - Evidence kind: documented - Source date: 2026-10-17 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-local What is Portable Computer?. Portable runs local models on supported NVIDIA hardware, including Enterprise plans; cloud escalation needs approval, memory remains cloud-only. - URL: https://www.perplexity.ai/help-center/en/articles/20260915-what-is-portable-computer - Locator: Requirements; local/cloud routing; controls and offline FAQ - Evidence kind: documented - Source date: 2026-09-15 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-files File uploads. Files, images and audio/video transcription are documented; long documents use selected parts. Generic size limits are not substituted for Enterprise. - URL: https://www.perplexity.ai/help-center/en/articles/10354807-file-uploads - Locator: Supported input and long-file processing - Evidence kind: documented - Source date: 2026-09-07 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-filelimits Enterprise file limits. Ask permits 30 files of 50 MB per upload; Computer 200 MB/file; Projects up to 10,000 files, 5 GB total and 100 MB/file. Organisation repository retirement is stated. - URL: https://www.perplexity.ai/help-center/en/articles/12009761-enterprise-file-limits - Locator: Ask, Computer, weekly sessions and Projects tables - Evidence kind: documented - Source date: 2026-10-08 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-computer Computer for Enterprise. Multi-step tasks use tools and generated files, inherited governance, per-task isolated cloud environment and per-step models. - URL: https://www.perplexity.ai/help-center/en/articles/13901210-computer-for-enterprise - Locator: Task orchestration, triggers, isolation and model settings - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-audit Audit logs. 50seats or oneMax can stream query/answer/admin/Computer events as JSON; Splunk HEC supported; Slack payloads truncate content. - URL: https://www.perplexity.ai/help-center/en/articles/11652747-audit-logs - Locator: Eligibility, event taxonomy, full query/answer payload and SIEM webhooks - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-release-notes Mistral release notes. Chat-to-Work migration is phased, with Enterprise migration starting October 1 and an approximate six-month administrator window. - URL: https://docs.mistral.ai/resources/release-notes.md - Locator: 2026-09-22: simpler Vibe experience; Knowledge Base; spreadsheets - Evidence kind: documented - Source date: 2026-09-22 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-releases Mistral changelog. A public dated model/API changelog exists, but it does not establish per-plan Vibe availability lag. - URL: https://docs.mistral.ai/resources/changelogs.md - Locator: Dated model/API entries - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-changelog Perplexity changelog. Dated product/model releases are public; these are arrival dates, not a three-release provider-lag dataset. - URL: https://www.perplexity.ai/changelog - Locator: October 19, October 5, September 21 and August 2026 releases - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-pricing Mistral pricing. The USD page lists Pro 14.99/month and Team 24.99/user/month excluding taxes, with custom Enterprise and usage/fair-use conditions. - URL: https://mistral.ai/pricing/ - Locator: Free/Pro/Team/Enterprise cards; feature table; FAQs - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-libraries Add context with Libraries. Libraries persist uploaded/indexed knowledge, allow individual/organization sharing and provide numbered source references. - URL: https://docs.mistral.ai/vibe/work/libraries.md - Locator: Upload and limits; sharing; source references; data and privacy - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-subscription Subscriptions. The plan spans Vibe/Studio/API, while included allowance and prepaid PAYG have product-specific behavior. - URL: https://docs.mistral.ai/admin/billing-usage/subscriptions.md - Locator: Global plan; monthly usage; PAYG - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-credits Enterprise credits admin guide. Monthly Computer allocations are 500/Pro and 15,000/Max credits; user/group pool caps and auto-refill exist. The page conflicts about pool-credit expiry. - URL: https://www.perplexity.ai/help-center/en/articles/13901296-how-credits-work-for-enterprise-organizations-admin-guide - Locator: Individual/pool allocations; named usage limits; FAQ - Evidence kind: documented - Source date: 2026-09-09 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-tasks Perplexity Tasks. Recurring natural-language tasks minimum hourly, up to15 per conversation; no credits causes skipped runs and repeated skips pause them. - URL: https://www.perplexity.ai/help-center/en/articles/11521526-perplexity-tasks - Locator: Scheduled Computer runs, cadence, unattended tasks and credits - Evidence kind: documented - Source date: 2026-09-21 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-roles Enterprise roles and permissions. Managed-plan Admin/Member/BillingAdmin, custom roles and synced groups; feature grants additive; model settings remain organisation-wide in inspected text. - URL: https://www.perplexity.ai/help-center/en/articles/11187754-enterprise-roles-and-permissions - Locator: Sales-assisted availability; base/custom roles; groups and master switches - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-files Work with Files and Canvas. Files and Canvas support documents, scanned images, audio analysis, editable outputs and PowerPoint/table export. - URL: https://docs.mistral.ai/vibe/work/files-and-canvas.md - Locator: Supported formats; image/audio/spreadsheet analysis; Canvas exports - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-sheets Spreadsheets. Paid Work supports spreadsheet generation/editing and downloadable XLSX output; fidelity requires testing. - URL: https://docs.mistral.ai/vibe/work/spreadsheets.md - Locator: Paid-plan availability; formulas; export - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-office Perplexity Computer in Microsoft Office. Computer add-ins support Word/Excel/PowerPoint/Outlook plus Teams; Microsoft admin centre assigns users/groups; Enterprise Pro/Max use normal Computer credits. - URL: https://www.perplexity.ai/en-GB/hub/products/integrations/microsoft - Locator: App capabilities, supported plans, deployment and Outlook clients - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-projects What are Projects?. Persistent workspaces with instructions, files, tasks and owner/editor/viewer access; Brain updates can spend owner credits. - URL: https://www.perplexity.ai/help-center/en/articles/10352961-what-are-projects - Locator: Instructions, sharing permissions, files and Brain - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-connectors-20261026 Connect tools with Connectors. Featured connectors use OAuth and live retrieval; source content and conversations have separately stated storage/training policies. - URL: https://docs.mistral.ai/vibe/work/connectors.md - Locator: Featured connectors; approval; data and privacy; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 3cc3745b35cceeb58b7e3055a0f9b3c0e59363853336f857c30f2a589e04bc36 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-mcp-20261026 MCP Connectors. Admins add HTTPS MCP servers with OAuth/Bearer/Basic or no authentication; users may preauthorize individual functions. - URL: https://docs.mistral.ai/vibe/work/connectors/mcp-connectors.md - Locator: Custom configuration; authentication; per-function permissions; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 5e97d5e51b4f26d358561bcd3533c6bf7e666845874071508428b023e9457666 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-connectors File connectors for Enterprise organisations. Live search uses source queries; Project import makes static copies. Shared answers can reveal connected content to recipients without original-file permission. - URL: https://www.perplexity.ai/help-center/en/articles/10672063-introduction-to-file-connectors-for-enterprise-organizations - Locator: Live search, attachments, Project imports and sharing boundary - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-gmail Gmail and Google Calendar connection. Personal OAuth reads mailbox/calendar, with send/edit scopes for actions; source permissions differ from shared-answer visibility. - URL: https://www.perplexity.ai/help-center/en/articles/12168040-connecting-perplexity-with-gmail-and-google-calendar - Locator: OAuth scopes, primary calendar and Comet actions - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-mcp Adding custom remote connectors. Custom HTTPS MCP via SSE/streamable HTTP supports OAuth2, API key or no auth; admin shared OAuth and per-member auth are separate options. - URL: https://www.perplexity.ai/help-center/en/articles/13915507-adding-custom-remote-connectors - Locator: Transport, authentication and organisation settings - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-teams Using Perplexity in Microsoft Teams. Computer runs in Teams DMs/channels and can search Teams content within granted permissions; Teams license and Entra consent may be required. - URL: https://www.perplexity.ai/help-center/en/articles/14855210-using-perplexity-in-microsoft-teams - Locator: Requirements, installation and channel/chat interaction - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-connectfaq Perplexity connectors for Enterprise FAQ. Copied files are stored on AWS S3; live source changes and static Project imports differ. Format statements conflict with connector overview. - URL: https://www.perplexity.ai/help-center/en/articles/10673197-perplexity-connectors-for-enterprise-frequently-asked-questions - Locator: Storage, formats, permissions and manual reimport - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-connector-rbac Role-based access control for connectors. Sales-assisted role grants and master enable switch enforce connector access before task runtime and credits; group entitlement is plan-dependent. - URL: https://www.perplexity.ai/help-center/en/articles/2026100201-role-based-access-control-for-connectors - Locator: Managed-plan availability and runtime authorization - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-libraries-20261026 Add context with Libraries. Libraries persist uploaded/indexed knowledge, allow individual/organization sharing and provide numbered source references. - URL: https://docs.mistral.ai/vibe/work/libraries.md - Locator: Upload and limits; sharing; source references; data and privacy; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 8c7fe6f7c1aba5acc314428ee145b6df19e6bd24c2c14139f419a8e27e1fcfd5 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:connector-data-controls-20261026 Mistral connected-tool data controls. Request-time connectors have no persistent connector index. Knowledge connectors index selected content, propagate source deletions after synchronization and schedule indexed-data deletion after administrator disconnection. Updated source permissions govern retrieval; no timing SLA is stated. - URL: https://help.mistral.ai/en/articles/661571-how-can-i-control-or-delete-data-connected-to-third-party-tools - Locator: Request-time connectors versus indexed Knowledge Connectors, source deletion and permission changes; HTTP 200, body SHA256 66ff17f717a1e1387b8e1320d1a7bfe1d843902cdec51525b02acc068c26e54a - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-26 ### perplexity:perplexity:p-research What is new in advanced Deep Research?. Deep Research performs multi-step web/file research with citations, charts and downloadable reports. Older named models are not used as the current Enterprise inventory. - URL: https://www.perplexity.ai/help-center/en/articles/13600190-what-s-new-in-advanced-deep-research - Locator: Reports, source research, code execution and files - Evidence kind: documented - Source date: 2026-09-15 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-adminvibe-20261026 Workspaces in Vibe. Admins configure per-Workspace features, chat retention and tracing; linked connector accounts are not isolated per Workspace. - URL: https://docs.mistral.ai/admin/workspaces/workspaces-in-vibe.md - Locator: Connector accounts; feature toggles; retention; tracing; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 ceefc4c8001e86724007c916e453c861c23beb3ca2da96d97ad78073d7f07dfa on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-instructions-20261026 Set custom instructions. Users set persistent role/tone/output instructions; these are instructions to the model, not an independently enforced policy. - URL: https://docs.mistral.ai/vibe/work/custom-instructions.md - Locator: Persistent preferences; tone; limitations; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 51d552c0953898b24c8524746b24f1370bb5d3cc72ec01ef36902437e1823a54 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-projects-20261026 Group tasks with Projects. Projects apply shared context/instructions to their own conversations; deleting a project retains its chats in main history. - URL: https://docs.mistral.ai/vibe/work/projects.md - Locator: Project instructions/context; chat organization; deletion; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 ff0dd2912de917c2747e25ed4f83f6b3569f00a09c06a6de2c14d6a8cb0b43aa on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-memory-20261026 Knowledge Base. Work stores cross-chat personal knowledge with view/edit/delete/export controls and administrator settings, including sensitive-data restrictions. - URL: https://docs.mistral.ai/vibe/work/knowledge.md - Locator: User and admin controls; sensitive data; related features; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 613f78a4a63a8c05c84a120f66cdf8f3489d547124b13d1118abeb6784fce56f on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-memory Memory for Enterprise organisations. Users can manage memory; admins can disable it and delete organisation memories; deleted memory logs may remain30days. - URL: https://www.perplexity.ai/help-center/en/articles/13654357-memory-for-enterprise-organizations - Locator: Saved memory, history and admin controls - Evidence kind: documented - Source date: 2026-09-01 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-legacy-agents-20261026 Agents, legacy Chat. Legacy Chat Agents have instructions/knowledge/tools and sharing, but cannot be called programmatically and are being replaced by Skills. - URL: https://docs.mistral.ai/vibe/chat-legacy/agents.md - Locator: Migration warning; configuration; sharing; Agents and API; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 542944a04b534264b9275f8181e3b7646cc00cade371ea6593f7e2ce42975836 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-skills-20261026 Reuse work with Skills. Skills package reusable instructions/resources and can be Workspace-shared or force-enabled by an administrator. - URL: https://docs.mistral.ai/vibe/work/skills.md - Locator: Built-in skills; personal/Workspace; force-enable; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2f0b7278ab361694b57ff14e93efd7122bbb79dc84a57250a366092156f1b825 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-roles-20261026 Enterprise roles and permissions. Managed-plan Admin/Member/BillingAdmin, custom roles and synced groups; feature grants additive; model settings remain organisation-wide in inspected text. - URL: https://www.perplexity.ai/help-center/en/articles/11187754-enterprise-roles-and-permissions - Locator: Sales-assisted availability; base/custom roles; groups and master switches; public web-reader representation retrieved 2026-10-26, representation SHA256 06fe5a476f097c102d380d35bf9db56348d1e4e3e89633e6017163cada5e6538 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-skills-20261026 How to use Computer Skills. Computer selects task Skills; users create or upload SKILL.md/zip instruction packages. - URL: https://www.perplexity.ai/help-center/en/articles/13914413-how-to-use-computer-skills - Locator: Built-in/custom Skills; creation and upload; public web-reader representation retrieved 2026-10-26, representation SHA256 f582e50af86ba66a0b7f4ba097202e67618a8d8aa3b4b93c7b5652833085eeb1 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-projects-20261026 What are Projects?. Persistent workspaces with instructions, files, tasks and owner/editor/viewer access; Brain updates can spend owner credits. - URL: https://www.perplexity.ai/help-center/en/articles/10352961-what-are-projects - Locator: Instructions, sharing permissions, files and Brain; public web-reader representation retrieved 2026-10-26, representation SHA256 30fa9a960823ef5efa0ac26cb0ffc1e69256a5e6d2d8b07acd1b32e04b661acb - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-admincon-20261026 Admin connector controls. Admins can connect organization-level GitHub/Slack bot accounts and allow/restrict/block connector tools per Workspace. - URL: https://docs.mistral.ai/admin/identity-access/connectors - Locator: App Connections; credentials; permissions; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 cb054ecf6a8d510006abc7d3d67519376efb3d8f3afe1f4958733b2e6edb8298 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-web-20261026 Search the web. Work offers live web search with citations, Open URL and Deep Research as a Skill; generic search-processing location is not specified. - URL: https://docs.mistral.ai/vibe/work/web-search-open-url.md - Locator: Web search; news partners; Open URL; Deep Research; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 5b610273811ca8dc13326556bfd819d407822bde50c8f72fc3d24db734321479 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-interpreter-20261026 Code Interpreter. Paid Work can execute Python/TypeScript without sandbox internet access and return charts and downloadable transformed files. - URL: https://docs.mistral.ai/vibe/work/code-interpreter.md - Locator: Paid plans; isolated Python/TypeScript sandbox; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 7010e49b18df7a09c06815a2d6a473387727dafaeba1600dbdfc2130add0fd79 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-workflows-20261026 Run Workflows. Developers build/publish coded Studio workflows which users invoke explicitly from Work; Skills are not deterministic workflows. - URL: https://docs.mistral.ai/vibe/work/workflows.md - Locator: Studio-built workflows; Skills vs Workflows; limits; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 f76422c0bf363fb3247af96cca668f446507fd25a4689a320b9546dc07176d6f on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-safety-20261026 Safety and approvals. Work exposes task progress and tool inputs/results; writes require approval unless preauthorized, and stop does not undo completed external actions. - URL: https://docs.mistral.ai/vibe/work/safety-and-approvals.md - Locator: Continue/Always allow/Decline; stop; todos and tool calls; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 d666f33e5341293b71de8e998b7c360c42ca2b44cd735749d071dffb3ad4e229 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-skills How to use Computer Skills. Computer selects task Skills; users create or upload SKILL.md/zip instruction packages. - URL: https://www.perplexity.ai/help-center/en/articles/13914413-how-to-use-computer-skills - Locator: Built-in/custom Skills; creation and upload - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-groups-20261026 User groups. Enterprise groups assign roles/access to Workspaces, including externally managed identity-provider groups. - URL: https://docs.mistral.ai/admin/identity-access/groups.md - Locator: Enterprise availability; externally managed groups; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 03c1b2de931a321ff17def3092c12f0b3ad8530165a22b9e3e747cdcbcbb318d on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-entpro What is Enterprise Pro?. Ask and standard search do not consume Computer credits; cloud Computer uses included and pooled credits. - URL: https://www.perplexity.ai/help-center/en/articles/10352973-what-is-enterprise-pro - Locator: Computer, Ask, data protections and retention sections - Evidence kind: documented - Source date: 2026-10-06 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-schedule-20261026 Schedule tasks. Work scheduling is public preview and time-triggered; unattended writes need preauthorization and no current event-trigger support is promised. - URL: https://docs.mistral.ai/vibe/work/scheduled-tasks.md - Locator: Public Preview; time-based triggers; approvals; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 e4c6a01ef68d7989ed26518a38cc835790d8f3215240c678de3434f6223a1e44 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-legacy-agents Agents, legacy Chat. Legacy Chat Agents have instructions/knowledge/tools and sharing, but cannot be called programmatically and are being replaced by Skills. - URL: https://docs.mistral.ai/vibe/chat-legacy/agents.md - Locator: Migration warning; configuration; sharing; Agents and API - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-provision User provisioning with the Admin API. An Enterprise Admin API supports user/group/Workspace lifecycle actions but requires separately enabled access. - URL: https://docs.mistral.ai/admin/admin-api/user-provisioning.md - Locator: Enterprise access gate; users; groups; removal - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-usage-api Usage metrics with the Admin API. Enterprise API endpoints expose billing and product usage, including messages/files/images and agent activity by user or agent. - URL: https://docs.mistral.ai/admin/admin-api/usage-metrics.md - Locator: Billing usage; lechat per-user/per-agent metrics - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-billing Enterprise pricing and billing FAQ. Pro costs USD40/month or400/year; Max325/month or3250/year. No self-serve Enterprise trial; API billed separately. - URL: https://www.perplexity.ai/help-center/en/articles/10352986-enterprise-pricing-and-billing-frequently-asked-questions - Locator: Pricing, API exclusion, trials, invoicing and seat reductions - Evidence kind: documented - Source date: 2026-10-08 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-home Mistral Vibe product. Mistral combines Work/Chat and coding under Vibe and offers Enterprise on-premise/private-cloud deployments. - URL: https://mistral.ai/products/vibe/ - Locator: FAQ: name, deployment, voice and integrations - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-voice Use Voice mode. Voice prompts are transcribed on web/mobile; the guide lists DE/FR/IT and says Team/Enterprise voice is training-opted-out by default. - URL: https://docs.mistral.ai/vibe/work/voice-mode.md - Locator: Web/mobile; transcription; languages; privacy - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-home Perplexity Enterprise. Enterprise offers cloud Search/Computer, business connectors and administration. - URL: https://www.perplexity.ai/enterprise - Locator: Product overview and security FAQ - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-desktop About the Perplexity desktop app. Windows/macOS clients have local-file access; macOS app control and remote access are distinct from on-device inference. - URL: https://www.perplexity.ai/help-center/en/articles/19800001-about-the-app - Locator: Desktop platforms, local folders and app control - Evidence kind: documented - Source date: 2026-09-15 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-voice Perplexity Voice Assistant for iOS. iOS voice conversations are documented; Enterprise SSO and Swiss German quality were not tested. - URL: https://www.perplexity.ai/help-center/en/articles/11132456-how-to-use-the-perplexity-voice-assistant-for-ios - Locator: Voice activation and conversation history - Evidence kind: documented - Source date: 2026-09-11 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-instructions Set custom instructions. Users set persistent role/tone/output instructions; these are instructions to the model, not an independently enforced policy. - URL: https://docs.mistral.ai/vibe/work/custom-instructions.md - Locator: Persistent preferences; tone; limitations - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-commercial-20261026 Commercial terms of service. Commercial terms apply to Vibe and reserve product IP, with conditional training permissions and feedback/Labs exceptions. - URL: https://legal.mistral.ai/terms/commercial-terms-of-service/ - Locator: 4 Training; 5 Rights; fees; regional governing law; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 cf72086a4255c8704eadbc59bb26581dcaf2c3c4d5af8fd3f51261313e66d390 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-image Generating images with Perplexity. GPT Image1, Nano Banana, Seedream4.5; Nano Banana Pro on Max. Enterprise image commercial use allowed. - URL: https://www.perplexity.ai/help-center/en/articles/10354781-generating-images-with-perplexity - Locator: Image models, edits and enterprise use rights - Evidence kind: documented - Source date: 2026-08-31 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-terms-gb Perplexity Enterprise terms and conditions. Perplexity AI, Inc. contracts under California law with USD fees, no model training and customer output ownership; specific product terms govern conflicts. - URL: https://www.perplexity.ai/en-GB/hub/legal/enterprise-terms-of-service - Locator: Sections1–3,5,7,9,11; August3,2026 English edition - Evidence kind: documented - Source date: 2026-08-03 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-voice-entitlement-correction Use Voice mode. Dictation is documented for web and mobile on all plans; the Team/Enterprise no-training default in this guide is specifically for voice messages. - URL: https://docs.mistral.ai/vibe/work/voice-mode - Locator: Opening availability paragraph; Privacy - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-interpreter Code Interpreter. Paid Work can execute Python/TypeScript without sandbox internet access and return charts and downloadable transformed files. - URL: https://docs.mistral.ai/vibe/work/code-interpreter.md - Locator: Paid plans; isolated Python/TypeScript sandbox - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-assets Creating assets with Perplexity. DOCX/PDF/XLSX/PPTX/HTML outputs, previews and version history are documented; exact templates require external editing. - URL: https://www.perplexity.ai/help-center/en/articles/12528830-creating-assets-with-perplexity-overview - Locator: Output formats, preview, follow-up editing and exports - Evidence kind: documented - Source date: 2026-09-01 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-workspace-20261026 Create your first Workspace. An organization can have up to 500 active Workspaces; organization admins retain access to each Workspace. - URL: https://docs.mistral.ai/admin/workspaces/your-first-workspace.md - Locator: Workspace boundary; cap; administrator access; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 38dc85c7eccf438f1cf95c4ed94a21825fb86886403c46946b1a124710c71c02 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-security-hub Enterprise Security Hub settings. Disabling public sharing leaves existing public links live; enforced incognito retains attachments/sessions24h. - URL: https://www.perplexity.ai/help-center/en/articles/10517443-enterprise-security-hub-settings - Locator: Organisation/public links and Enforce Incognito - Evidence kind: documented - Source date: 2026-09-07 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:account-mfa-20261026 Mistral account password and 2FA settings. Account holders can enable TOTP authenticator-based two-factor authentication and generate recovery codes. The guide does not establish organization-wide enforced MFA or Entra conditional-access behavior. - URL: https://help.mistral.ai/en/articles/448331-how-do-i-update-my-account-information-email-password-and-2fa - Locator: Manage multi-factor authentication, authenticator setup and recovery codes; HTTP 200, body SHA256 9b5a8da7485f1b58da8ab3060534e4a1f6cb2c60cc266a6c9e511cd4c330c7a7 - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-sso-20261026 Single sign-on. Enterprise SSO uses SAML 2.0, explicitly not OIDC, and provisions users at first sign-in with optional seat assignment. - URL: https://docs.mistral.ai/admin/set-up-organization/sign-in-method/saml-sso.md - Locator: Enterprise requirement; SAML 2.0; first sign-in; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 7cfb898b71db3443ba264a673b8c2455840424eccd072f19573d6063d255a1c6 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-sso SSO integration getting started. Paid Enterprise SSO needs verified domains and invited users; one IdP by default. Generic standards examples are not a full protocol matrix. - URL: https://www.perplexity.ai/help-center/en/articles/11200832-sso-integration-getting-started - Locator: Paid organisation requirement, DNS domains and invitations - Evidence kind: documented - Source date: 2026-09-14 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-hub-faq Perplexity product FAQ. Vendor identifies SAML SSO and SCIM for Enterprise and lists web, mobile, Comet and API access. - URL: https://www.perplexity.ai/hub - Locator: FAQ, information protection and client access - Evidence kind: vendor-claimed - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-groups User groups. Enterprise groups assign roles/access to Workspaces, including externally managed identity-provider groups. - URL: https://docs.mistral.ai/admin/identity-access/groups.md - Locator: Enterprise availability; externally managed groups - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-sso Single sign-on. Enterprise SSO uses SAML 2.0, explicitly not OIDC, and provisions users at first sign-in with optional seat assignment. - URL: https://docs.mistral.ai/admin/set-up-organization/sign-in-method/saml-sso.md - Locator: Enterprise requirement; SAML 2.0; first sign-in - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-users User management. Admins invite/remove members and assign product seats; removal from the organization removes Workspace permissions. - URL: https://docs.mistral.ai/admin/identity-access/user-management.md - Locator: Seats; removal; roles - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### perplexity:perplexity:p-scim SCIM-based user account management. SCIM needs50seats or oneMax; Okta/Entra/Google/customSCIM. Older basic role-group statement differs from newer managed roles rollout. - URL: https://www.perplexity.ai/help-center/en/articles/11652604-scim-based-user-account-management - Locator: Eligibility, supported providers and UI authority - Evidence kind: documented - Source date: 2026-09-05 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-roles-rollout-correction Enterprise roles and permissions. The new Roles & Permissions UI rolls out gradually and requires eligible sales-assisted plans for custom roles and directory groups; legacy UI settings carry over. - URL: https://www.perplexity.ai/help-center/en/articles/11187754-enterprise-roles-and-permissions - Locator: Overview availability and gradual upgrades; Groups - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-usage-api-20261026 Usage metrics with the Admin API. Enterprise API endpoints expose billing and product usage, including messages/files/images and agent activity by user or agent. - URL: https://docs.mistral.ai/admin/admin-api/usage-metrics.md - Locator: Billing usage; lechat per-user/per-agent metrics; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 406f6ae09c2762cf72a004e5ed3c1f7d1065c3e72c2bc4ee89e5066f52b92a74 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-limits-20261026 Workspace usage and limits. Workspace caps default to none and support model/token/spend reporting; the defined limit action suspends API access. - URL: https://docs.mistral.ai/admin/workspaces/usage-limits.md - Locator: Spending cap; rate limits; usage breakdown; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 4c54c5e3d67d54e6a75d2c311603fb83246e6f5f93cbfa61cdc00345fc4d3066 on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-analytics Enterprise usage analytics. Insights requires50seats or oneMax and provides adoption, feature and per-user query reporting with export. - URL: https://www.perplexity.ai/help-center/en/articles/11844346-enterprise-usage-analytics - Locator: Eligibility, Insights metrics, user table and export - Evidence kind: documented - Source date: 2026-09-29 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-billing-20261026 Billing. Billing supports prepaid credits, organizational limits and invoice downloads; API/Code credit exhaustion has documented failure behavior. - URL: https://docs.mistral.ai/admin/billing-usage/billing.md - Locator: Credits; 402 exhaustion; monthly spending limit; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 4c4d5c9b62f949224e58d971fb6d0049ae350e3fc53662164f43725f08cd1f3d on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-audit Audit logs overview. Enterprise audit records administrative/authentication and conversation lifecycle events; this guide explicitly says log export is unsupported. - URL: https://docs.mistral.ai/admin/monitor-comply/audit-logs/overview.md - Locator: Enterprise availability; captured activities; limitations - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-audit-ref Audit logs reference. The reference defines actor, target and event fields, but event names do not prove full prompt-body capture or retention. - URL: https://docs.mistral.ai/admin/monitor-comply/audit-logs/reference.md - Locator: Event types and response fields - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-location Where is data stored?. Mistral states default EU hosting with feature-dependent extra-EU transfers; some Enterprise features can be disabled to reduce transfers. - URL: https://help.mistral.ai/en/articles/347629-where-do-you-store-my-data-or-my-organization-s-data - Locator: EU default; feature transfers; Enterprise controls - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-security Perplexity security. Vendor claims SOC2TypeII and annual independent testing; staff JIT access and production segregation described, reports not inspected. - URL: https://www.perplexity.ai/enterprise/security - Locator: Enterprise controls, access management and penetration tests - Evidence kind: vendor-claimed - Source date: 2026-08-21 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-connectors Connect tools with Connectors. Featured connectors use OAuth and live retrieval; source content and conversations have separately stated storage/training policies. - URL: https://docs.mistral.ai/vibe/work/connectors.md - Locator: Featured connectors; approval; data and privacy - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-zdr Zero data retention. ZDR covers approved stateless paid API routes and explicitly excludes Vibe Work/Chat, libraries, conversations and agents. - URL: https://docs.mistral.ai/admin/monitor-comply/zero-data-retention.md - Locator: Coverage; exclusions; request - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-training Do you use user data for model training?. Enterprise defaults to training opt-out, generic Vibe defaults differ, and submitted feedback can authorize related-data use. - URL: https://help.mistral.ai/en/articles/347617-do-you-use-my-user-data-to-train-your-artificial-intelligence-models - Locator: Controls on Vibe; Enterprise; feedback - Evidence kind: documented - Source date: 2026-08-31 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-optout Training opt-out controls. The September article says Team admins may disable training and Enterprise defaults to opt-out; Vibe and API controls are separate. - URL: https://help.mistral.ai/en/articles/455207-can-i-opt-out-of-my-input-or-output-data-being-used-for-training - Locator: Vibe, Team and Enterprise; separate API toggle - Evidence kind: documented - Source date: 2026-09-03 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-commercial Commercial terms of service. Commercial terms apply to Vibe and reserve product IP, with conditional training permissions and feedback/Labs exceptions. - URL: https://legal.mistral.ai/terms/commercial-terms-of-service/ - Locator: 4 Training; 5 Rights; fees; regional governing law - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-delete-20261026 Can I delete a chat conversation?. User-visible deletion is irreversible but backend copies can remain for legal, policy and monitoring purposes. - URL: https://help.mistral.ai/en/articles/347613-can-i-delete-a-chat-conversation - Locator: Manual deletion; backend retention; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 e5e32e605a4886b543b62a4efcbe743bcb55a66a560c26540fd49b38269172e5 on 2026-10-26 - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-dpa-20261026 Data Processing Addendum. The DPA defines GDPR processing, prior subprocessor notice with a 10-day objection period and loss of data access 30 days after termination. - URL: https://legal.mistral.ai/terms/data-processing-addendum/ - Locator: Definitions; subprocessors; 10 Return/destruction; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 b578ac8d9fbe2ccebf7a70e127c5b3052d24219c6195cf7ffb97a71d051552f7 on 2026-10-26 - Evidence kind: documented - Source date: 2026-07-27 - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-retention-20261026 How long is data stored?. Retention differs by data type; account identity, technical and invoicing records can outlast the user contract. - URL: https://help.mistral.ai/en/articles/347628-how-long-do-you-store-my-data - Locator: Account/technical/legal retention examples; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 2c1a0e2ffbc481905cedc6f24e4831034ae1eec0dfc566ceecbcf8633390f8fe on 2026-10-26 - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-26 ### perplexity:perplexity:p-retention Data retention for Enterprise. Session-file default7days; custom session retention50seats or oneMax uses last activity and deletes outside-window data within7days. - URL: https://www.perplexity.ai/help-center/en/articles/11652701-data-retention-for-enterprise - Locator: Session-file default, custom windows and deletion - Evidence kind: documented - Source date: 2026-09-07 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-dpa-gb Perplexity data processing addendum. DPA provides employee confidentiality, subprocessor notices, SCCs and 30-day personal-data deletion/return at service end with legal exceptions. - URL: https://www.perplexity.ai/en-GB/hub/legal/dpa - Locator: August13,2026 English edition; sections4,6,10,11 andAnnex1 - Evidence kind: documented - Source date: 2026-08-13 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-location-20261026 Where is data stored?. Mistral states default EU hosting with feature-dependent extra-EU transfers; some Enterprise features can be disabled to reduce transfers. - URL: https://help.mistral.ai/en/articles/347629-where-do-you-store-my-data-or-my-organization-s-data - Locator: EU default; feature transfers; Enterprise controls; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 6e6c908ef3d6f98376804f8bc0da9a4869329875eca81dff6fc211c329412509 on 2026-10-26 - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-dpa Data Processing Addendum. The DPA defines GDPR processing, prior subprocessor notice with a 10-day objection period and loss of data access 30 days after termination. - URL: https://legal.mistral.ai/terms/data-processing-addendum/ - Locator: Definitions; subprocessors; 10 Return/destruction - Evidence kind: documented - Source date: 2026-07-27 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-cert SOC 2 and ISO certification help. Mistral claims SOC 2 Type II and ISO 27001/27701 and directs report requests to its Trust Center; underlying reports were not retrieved. - URL: https://help.mistral.ai/en/articles/347638-do-you-have-soc-2-or-iso-27001-certification - Locator: Claim and report-request path - Evidence kind: vendor-claimed - Source date: 2026-08-12 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-billing Billing. Billing supports prepaid credits, organizational limits and invoice downloads; API/Code credit exhaustion has documented failure behavior. - URL: https://docs.mistral.ai/admin/billing-usage/billing.md - Locator: Credits; 402 exhaustion; monthly spending limit - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:fx-ecb ECB historical euro reference rates. EUR 1 equals USD 1.1215 and CHF 0.9237 on the agreed reference date. - URL: https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml - Locator: Cube time=2026-10-20, USD and CHF - Evidence kind: documented - Source date: 2026-10-20 - Retrieved: 2026-10-21 ### perplexity:perplexity:fx-ecb ECB historical euro reference exchange rates. EUR1=USD1.1215=CHF0.9237 on2026-10-20; conversion arithmetic is an analyst calculation. - URL: https://www.ecb.europa.eu/stats/eurofxref/eurofxref-hist.xml - Locator: Cube time=2026-10-20; USD and CHF - Evidence kind: documented - Source date: 2026-10-20 - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-export-20261026 Export data from Vibe. The help article documents a personal-data download tool without specifying a complete admin migration package. - URL: https://help.mistral.ai/en/articles/347623-how-do-i-export-my-data-from-vibe - Locator: Personal-data export button; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 7720137dff42f992da58d1fb0285c3c3148aa82682a597c9d155968b53feba05 on 2026-10-26 - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-26 ### mistral-vibe:mistral-vibe:m-sheets-20261026 Spreadsheets. Paid Work supports spreadsheet generation/editing and downloadable XLSX output; fidelity requires testing. - URL: https://docs.mistral.ai/vibe/work/spreadsheets.md - Locator: Paid-plan availability; formulas; export; retrieved without credentials with Python3 requests, HTTP 200, body SHA256 6d2da02b3a2bb619965459522efa076d818db859fc89ab6b7b652abb2a89476a on 2026-10-26 - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-26 ### perplexity:perplexity:p-security-hub-20261026 Enterprise Security Hub settings. Disabling public sharing leaves existing public links live; enforced incognito retains attachments/sessions24h. - URL: https://www.perplexity.ai/help-center/en/articles/10517443-enterprise-security-hub-settings - Locator: Organisation/public links and Enforce Incognito; public web-reader representation retrieved 2026-10-26, representation SHA256 11f7eb441cbc7708f8686e2b8862ba5030d0ab3c2ebb39f22903c3296806004f - Evidence kind: documented - Source date: 2026-09-07 - Retrieved: 2026-10-26 ### perplexity:perplexity:p-dpa-gb-20261026 Perplexity data processing addendum. DPA provides employee confidentiality, subprocessor notices, SCCs and 30-day personal-data deletion/return at service end with legal exceptions. - URL: https://www.perplexity.ai/en-GB/hub/legal/dpa - Locator: August13,2026 English edition; sections4,6,10,11 andAnnex1; public web-reader representation retrieved 2026-10-26, representation SHA256 9e139f0ef944a998aca7167ce408fc9f27611a18703995d720c0a773535e5462 - Evidence kind: documented - Source date: 2026-08-13 - Retrieved: 2026-10-26 ### perplexity:perplexity:p-status-web Perplexity status. Public operational status and calendar are available; no contracted SLA inferred. - URL: https://status.perplexity.com/ - Locator: Website/App/Computer/API and calendar - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21 ### mistral-vibe:mistral-vibe:m-rename Le Chat is now Vibe. The August 12 notice renames Le Chat to Vibe while preserving accounts, plans and conversations. - URL: https://help.mistral.ai/en/articles/682992-le-chat-is-now-vibe - Locator: What changed; modes; account continuity - Evidence kind: documented - Source date: 2026-08-12 - Retrieved: 2026-10-21 ### perplexity:perplexity:p-repo-retire Download and move your organisation files. Remaining organisation repository files are deleted after October 1, 2026; customers must manually move needed files to Projects or connectors. - URL: https://www.perplexity.ai/help-center/en/articles/20260902-download-and-move-your-organization-files - Locator: Repository retirement and migration steps - Evidence kind: documented - Source date: Not stated - Retrieved: 2026-10-21