Dust vs Perplexity Enterprise

Dust

Agent cross-checked Support: partial

Dust offers per-message model choice and ordered auto-model lists, with access-tier and region controls.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit plan (Free/Pro/Max); Enterprise model access inherits the published catalogue; model-tier and EU eligibility separately constrained; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.
• The catalogue finding is restricted to named documentation entries; conflicting Gemini4 Argon EU eligibility is an explicit gap.

• providers Which model providers are available? [supported]: Docs list OpenAI, Anthropic, Google, Mistral and Fireworks-served models; exact enabled models depend on workspace and tier. Sources: dust:dust:models, dust:dust:eu-models.
• current_models Which current models are selectable on this plan? [partial]: The model-selection document lists GPT6.1 Sol, Claude Opus5.5/Sonnet5.5, Gemini3.8 Flash and Mistral models. Gemini4 Argon is excluded from this current-EU availability finding: its release note conflicts with the EU table, and the documented authoritative picker flag was not observed. No complete current tenant catalogue is claimed. Sources: dust:dust:models, dust:dust:changelog, dust:dust:eu-models, dust:dust:pricing.
• user_choice Can users pick the model per chat? [supported]: The composer chooses a model for the next message; Agent Builder sets a persistent agent default. Sources: dust:dust:models.
• auto_routing Does the product route between models automatically, and is the chosen model shown? [supported]: Basic/Standard/Premium use ordered candidate lists and availability fallback, not prompt-dependent task routing. A replacement indicator names the fallback during a detected outage. Sources: dust:dust:models.
• multimodal_input Which models accept images, audio or files? [partial]: Conversation files support images, documents and audio transcripts; the exact input capability for every current model is not fully tabulated. Sources: dust:dust:files.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:models, dust:dust:eu-models, dust:dust:changelog, dust:dust:pricing, dust:dust:files.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

The public changelog and exact agent model selection are documented; release-lag and removal notice remain unknown.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• release_lag_days What was the lag for each of the last three major releases, per provider? [unknown]: What was the lag for each of the last three major releases, per provider? The dated changelog and model-selection docs were checked; last-three-release/provider lag measurements and a fixed advance deprecation-notice period were not established.
• changelog Is there a dated public model changelog? [supported]: The public changelog contains dated model releases including Gemini 4 Argon on October 14, 2026. Sources: dust:dust:changelog.
• deprecation_notice How much notice is given before a model is removed? [unknown]: How much notice is given before a model is removed? The dated changelog and model-selection docs were checked; last-three-release/provider lag measurements and a fixed advance deprecation-notice period were not established.
• version_pinning Can an admin keep an older model version? [partial]: An agent can select a specific model and keeps it until changed, subject to continued provider/workspace availability. No indefinite old-version entitlement is established. Sources: dust:dust:models.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:changelog, dust:dust:models.

Perplexity Enterprise

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.

Dust

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Perplexity Enterprise

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Dust

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Admins cap models by workspace, group and member, with explicit published-agent exceptions and credit limits.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No two-user enforcement test. Published agents can run above member tiers if the separate admin setting permits it.

• model_allowlist_by_group Can admins limit models per group? [supported]: Model access ceilings apply to the workspace, groups or individuals and cover reasoning efforts as well as auto selections. Sources: dust:dust:tiers.
• data_bound_models Can admins restrict which models receive connector or knowledge content? [partial]: EU-only mode restricts all active agents and pickers to EU-hosted models. Spaces bound knowledge and agent access; arbitrary per-data-class model rules were not established. Sources: dust:dust:eu-models, dust:dust:spaces.
• default_model Can admins set the default model? [supported]: Builders configure an agent default, which may be exact or Basic/Standard/Premium. Composer changes do not edit it for others. Sources: dust:dust:models.
• user_limits What per-user message or token limits apply, and are they published? [supported]: Free seats have 500 lifetime credits, Pro 8,000/month and Max 40,000/month, plus applicable shared-pool rules and member spend limits. Sources: dust:dust:credits, dust:dust:credit-management.
• limit_behaviour What happens when a limit is reached? [supported]: Members block when applicable sources/caps are exhausted. A message begun under a cap can finish above it; new messages then block. A separate root-task checkpoint can pause at 600 AWU. Sources: dust:dust:credit-management, dust:dust:credits.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:tiers, dust:dust:eu-models, dust:dust:spaces, dust:dust:models, dust:dust:credits, dust:dust:credit-management.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Conversation files and code/OCR handling are documented; conflicting effective upload caps are explicitly unknown.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No common PDF/scan/Excel/PowerPoint fixture run.
• Do not use either disputed cap set as the effective Business upload limit.

• formats Which formats are accepted? [supported]: Conversation uploads accept documents/PDF, text/code, Excel/CSV/TSV, images and supported audio. Direct video uploads are explicitly excluded by the limits FAQ. Sources: dust:dust:files, dust:dust:file-limits.
• limits What size and count limits apply per file and chat? [unknown]: Effective image/audio/tabular maximums and file counts are unknown: Conversation Files lists5/25/50MB while File size limits lists20/100/350MB. Both mention50MB general data files, but neither resolves the actual current per-plan upload route. No logged-in upload test was performed.
• ocr Are scanned PDFs read? [partial]: Computer documents OCR for English, French and mixed scans with page-level caveats. Drive connector itself ignores image-only files; upload to a conversation is the documented route. Sources: dust:dust:computer, dust:dust:drive.
• spreadsheets Are Excel tables read with structure intact? [partial]: Computer can read, calculate and edit uploaded Excel with code. Formula/style preservation must be checked; no fixture fidelity result is available. Sources: dust:dust:computer.
• full_vs_chunked Is the whole file used or only retrieved parts, and does the user see which? [partial]: Conversation uploads are not indexed in workspace sources. Computer can inspect full files, while knowledge search retrieves relevant context; complete chunk visibility was not verified. Sources: dust:dust:files, dust:dust:computer, dust:dust:search.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:files, dust:dust:file-limits, dust:dust:computer, dust:dust:drive, dust:dust:search.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Spaces persist shared knowledge and bind it to agent tools.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• persistent_collections Can users keep document collections across chats? [supported]: Open and restricted Spaces retain connected sources, folders and other data across conversations. Sources: dust:dust:spaces.
• sharing_scope Can collections be shared with users, groups or the whole organisation? [supported]: Open Spaces are workspace-wide; restricted Spaces have explicit members or provisioned groups. Sources: dust:dust:spaces.
• size_limits What are the collection limits? [partial]: Business supports five Spaces and Enterprise 100. Complete per-Space storage/document quotas were not established. Sources: dust:dust:spaces.
• assistant_binding Can collections be bound to an assistant? [supported]: An agent tool can use selected Space data; Space membership governs agent visibility and use. Sources: dust:dust:spaces.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:spaces.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Managed content connectors coexist with MCP tools and beta imports; Microsoft content indexing is account-scoped.

Availability: generally-available · Delivery: official-integration
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business: up to3 connections and5 remote MCP servers; Enterprise: unlimited connection/MCP packaging; beta imports identified separately; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.
• Managed sources, metadata/table-query connections, MCP tools and beta imports are separate routes; no all-systems managed-index promise.

• microsoft_365 Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected? [partial]: The Microsoft connection syncs selected SharePoint drives/documents within the connecting account permissions. Teams-associated SharePoint content is described; this does not establish Outlook mail or all Teams messages as indexed sources. Sources: dust:dust:microsoft.
• google_workspace Which Google sources are connected? [partial]: Drive documents, Sheets, Slides and text PDFs can sync. Gmail is separately available as an MCP tool in the credits/tool catalog, not established as the same managed content index. Sources: dust:dust:drive, dust:dust:credits.
• atlassian Confluence and Jira? [partial]: Confluence indexes selected global spaces, excluding restricted pages. Jira has a beta custom import and MCP tool route; do not count the beta import as a general managed connector. Sources: dust:dust:confluence, dust:dust:jira, dust:dust:credits.
• other_systems Which other business systems? [partial]: Documented routes include managed Slack/Notion/GitHub and Salesforce/Zendesk/Snowflake sources/tools. BigQuery specifically uses a dedicated-service-account table-query connection: Dust keeps metadata, not a synchronized table-content index; queries stay within the chosen BigQuery dataset location and Space admins select tables. General Business/Enterprise connection limits apply; a BigQuery-specific commercial add-on is not separately specified. Sources: dust:dust:sources, dust:dust:credits, dust:dust:r2-bigquery, dust:dust:pricing.
• on_prem_sources Can on-prem file shares or databases be connected? [partial]: Admins can connect a customer-hosted MCP server at a reachable secured URL. This is tool access, not evidence of a native SMB/file-share connector or on-premises Dust deployment. Sources: dust:dust:tools.
• connector_provider Who builds and maintains each connector? [supported]: Dust manages built-in connections; external MCP servers can be vendor/community/customer hosted and authenticated separately. Sources: dust:dust:permissions, dust:dust:tools.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:microsoft, dust:dust:drive, dust:dust:credits, dust:dust:confluence, dust:dust:jira, dust:dust:sources, dust:dust:r2-bigquery, dust:dust:pricing, dust:dust:tools, dust:dust:permissions.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Knowledge access is documented through connection-account scope and Dust Spaces; per-user source-ACL mirroring is unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Connector access through one account is not counted as demonstrated per-user source permission preservation.

• source_permissions_respected Are source permissions enforced per user? [partial]: Drive and Microsoft content available to Dust follows the connecting account and admin-selected data. Users then access agent knowledge through Space membership. Individual source ACL inheritance for each querying user was not established. Sources: dust:dust:drive, dust:dust:microsoft, dust:dust:permissions.
• enforcement_point Does the source system, a mirrored index or nothing enforce them? [supported]: Managed content is synchronized under the connection identity and gated through open/restricted Spaces; personal tool credentials are a separate per-user route. Sources: dust:dust:permissions, dust:dust:credentials.
• revocation_delay How quickly does a removed permission take effect? [unknown]: How quickly does a removed permission take effect? No two-user restricted-document or revocation fixture was run. Checked connector/Space docs did not establish per-query source ACL mirrors, a source-permission revocation SLA, or Microsoft Purview-label enforcement.
• admin_scope_controls Can admins exclude sites, folders or labels? [supported]: Admins choose connector folders/documents/sites and control restricted Space membership. Sources: dust:dust:spaces, dust:dust:microsoft.
• sensitivity_labels Are Microsoft Purview or similar labels respected? [unknown]: Are Microsoft Purview or similar labels respected? No two-user restricted-document or revocation fixture was run. Checked connector/Space docs did not establish per-query source ACL mirrors, a source-permission revocation SLA, or Microsoft Purview-label enforcement.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:drive, dust:dust:microsoft, dust:dust:permissions, dust:dust:credentials, dust:dust:spaces.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Managed connectors copy and synchronize content, with source-specific refresh and deletion timing.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• live_or_indexed Is content searched live or copied into an index? [supported]: Connections synchronize content into Dust; conversation uploads remain scoped to the chat. MCP tools can access live services separately. Sources: dust:dust:permissions, dust:dust:files, dust:dust:tools.
• sync_interval How often does an index refresh? [supported]: Microsoft describes five-minute sync cycles; Drive says a few minutes; Confluence describes event updates plus an approximate hourly check. Sources: dust:dust:microsoft, dust:dust:drive, dust:dust:confluence.
• deletion_propagation How quickly does a deleted document disappear? [partial]: Microsoft changes/deletions appear on a subsequent sync and large batches can take longer. Drive deletions occur during its sync. No measured end-to-end bound was tested. Sources: dust:dust:microsoft, dust:dust:drive.
• index_location Where is indexed content stored? [partial]: Dust markets EU or US hosting; exact per-index country, cloud provider and backup location were not established. Sources: dust:dust:security.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:permissions, dust:dust:files, dust:dust:tools, dust:dust:microsoft, dust:dust:drive, dust:dust:confluence, dust:dust:security.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Knowledge and research tools cite sources; observed retrieval quality remains unknown.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• citations Are answers linked to specific sources? [supported]: Deep-dive documents citations to documents, web pages and data queries. Sources: dust:dust:deep.
• citation_accuracy Do the cited passages support the answer? [unknown]: Do the cited passages support the answer? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.
• cross_language Does a question in one language find documents in another? [unknown]: Does a question in one language find documents in another? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.
• no_answer_behaviour Does it say when the corpus has no answer? [unknown]: Does it say when the corpus has no answer? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.
• observed_accuracy How many of the question set were answered correctly? [unknown]: How many of the question set were answered correctly? No multilingual shared corpus or question set was run. Citation accuracy, cross-language retrieval success, no-answer behavior and correct-answer counts remain unmeasured; model multilingual ability is not a retrieval-quality test.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:deep.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Agent-specific private memory persists across chats and can be viewed or deleted.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• custom_instructions Can users set persistent instructions? [partial]: Agent instructions persist in the agent configuration and saved memory can contain user preferences; a separate personal global-instructions setting was not established. Sources: dust:dust:builder, dust:dust:memory.
• cross_chat_memory Does the product remember facts across chats? [supported]: The Memory tool retains user-specific information across conversations per agent. Sources: dust:dust:memory.
• user_memory_controls Can users view, edit and delete memories? [partial]: Users can view and delete agent memories, which persist until deletion. Direct editing or a global personal off switch was not established. Sources: dust:dust:memory.
• admin_memory_controls Can admins turn memory off? [unknown]: Can admins turn memory off? The Agent Memory and governance guides were checked; an admin-wide switch to disable all memory was not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:builder, dust:dust:memory.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Custom agents have instructions, models, knowledge and tools with group-governed creation and sharing.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• create_assistants Can users create assistants with instructions, knowledge and tools? [supported]: Agent Builder configures instructions, models, knowledge and tools. Sources: dust:dust:builder.
• creator_permissions Can admins limit who creates them? [supported]: Create/publish agent and skill permissions can be Everyone, Groups or Admin only. Sources: dust:dust:governance.
• sharing_scope Can assistants be shared with users, groups or everyone? [supported]: Agents and their knowledge access are controlled by sharing and Space memberships; group governance regulates publishing. Sources: dust:dust:builder, dust:dust:spaces, dust:dust:governance.
• catalogue Is there an internal assistant directory? [partial]: Published/shared agents and default agents are discoverable in the workspace; exact catalog configuration was not observed. Sources: dust:dust:builder, dust:dust:models.
• prompt_library Are shared prompt templates available? [partial]: Reusable agents and skills package instructions, knowledge and tools. A separate legacy prompt-library feature is not assumed. Sources: dust:dust:governance, dust:dust:builder.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:builder, dust:dust:governance, dust:dust:spaces, dust:dust:models.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Dust supports built-in tools, customer MCP servers and personal or shared credentials.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No external-tool call or access-boundary fixture was run.

• builtin_tools Which tools are built in? [supported]: Documented tools include knowledge search, table queries, web search, Computer, images, speech and agent orchestration. Sources: dust:dust:credits, dust:dust:computer.
• custom_actions Can admins add API actions? [supported]: Admins can connect customer-written MCP tools over secured publicly reachable URLs. Sources: dust:dust:tools.
• mcp_client Can it use remote MCP servers, and with what admin control? [supported]: Admins add remote MCP servers with automatic/static OAuth or bearer-token authentication and can restrict tools to skills. Sources: dust:dust:tools.
• tool_auth Do tools act as the user or as a shared account? [supported]: Shared credentials act as one service account; personal credentials use each user OAuth after initial admin setup. Sources: dust:dust:credentials.
• tool_approval Can admins approve or block tools, and can users confirm actions before they run? [partial]: Computer network domains can require user approval; dated connector releases describe approval for writes. A universal confirmation rule for every tool and unattended trigger was not established. Sources: dust:dust:computer, dust:dust:changelog.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:credits, dust:dust:computer, dust:dust:tools, dust:dust:credentials, dust:dust:changelog.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Agents can search the web and run multi-step Deep-dive research.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• web_search Is web search available? [supported]: Web Search & Browse runs Google queries and reads result pages. Sources: dust:dust:web.
• admin_toggle Can admins disable it per organisation or group? [partial]: Web tools are selected in agent configuration; default Deep-dive can be disabled by admins. A universal per-group web-off rule was not established. Sources: dust:dust:web, dust:dust:deep.
• search_provider Which search provider handles queries, and where? [partial]: The guide calls the search a Google query. The intermediary provider and countries handling queries/crawling were not established. Sources: dust:dust:web.
• deep_research Is multi-step research with a report available? [supported]: Deep-dive plans, spawns parallel specialists and produces a research report. It searches Company Data and cannot use Table Query. Sources: dust:dust:deep.
• web_citations Are web sources cited? [supported]: Deep-dive promises citations to web and company sources. Sources: dust:dust:deep.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:web, dust:dust:deep.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Agents support schedules and webhook automation with admin-created event sources.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• workflow_builder Is there a workflow or chain builder? [partial]: Agents orchestrate tools and sub-agents; external n8n and trigger workflows are documented. A separate visual multi-step chain canvas was not established. Sources: dust:dust:deep, dust:dust:triggers, dust:dust:changelog.
• scheduled_tasks Can prompts or assistants run on a schedule? [supported]: Agents can run on recurring schedules. Sources: dust:dust:schedules.
• event_triggers Can external events start a workflow? [supported]: Built-in webhook sources include GitHub, Jira, Linear, Zendesk and Fathom; signed custom webhooks are supported. Sources: dust:dust:webhooks.
• builder_audience Is building aimed at business users, IT or developers? [supported]: Admins connect event sources; builders/members attach filtered triggers in Agent Builder and can use natural-language trigger creation through Dust Default. Sources: dust:dust:webhooks, dust:dust:changelog.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:deep, dust:dust:triggers, dust:dust:changelog, dust:dust:schedules, dust:dust:webhooks.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Multi-step agent work and visible Deep-dive progress are documented; safety controls depend on tool and trigger.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No shared gather/documents/email fixture or side-effect audit was run.

• agent_mode Is there an agent mode for multi-step tasks? [supported]: Deep-dive plans, delegates and synthesizes, and Computer can execute deterministic file/code work. Sources: dust:dust:deep, dust:dust:computer.
• visible_steps Are steps and tool calls shown? [supported]: Deep-dive documentation shows reasoning and sub-agent progress in real time. Sources: dust:dust:deep.
• side_effect_confirmation Must the user confirm actions with side effects? [partial]: Computer domains may require user approval and selected connector write actions ask for approval. Pods agents can also act without a human, so universal write confirmation is not claimed. Sources: dust:dust:computer, dust:dust:changelog, dust:dust:pods.
• stop_control Can the user stop a running task? [partial]: The 600-AWU root-task checkpoint offers Stop or Continue. A complete general stop/rollback behavior was not tested. Sources: dust:dust:credits.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:deep, dust:dust:computer, dust:dust:changelog, dust:dust:pods, dust:dust:credits.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: supported

Dust offers conversation/knowledge APIs, enforceable API-key caps and OAuth MCP access.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust APIs and MCP server; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business conversation API; Enterprise adds Data Source API per pricing; MCP subject to workspace enablement; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

• chat_api Is there an API for chat and assistants? [supported]: Documented APIs retrieve/create conversations and messages with scoped API keys. Sources: dust:dust:get-conversation, dust:dust:api-keys.
• knowledge_api Can documents be loaded through an API? [supported]: The data-source API upserts documents into scoped data sources. Sources: dust:dust:upsert.
• api_governance Do audit, budgets and model rules apply to API use? [supported]: Per-key caps reject further API usage at the limit. Model overrides obey workspace/tier rules; programmatic usage uses the workspace pool and does not count toward beta pooled group budgets. Sources: dust:dust:api-keys, dust:dust:models, dust:dust:credit-management.
• mcp_server Does the product expose itself to other agents over MCP? [supported]: Global and EU MCP URLs expose authorized Dust knowledge, conversations, agents, files and Pods via OAuth; admins can disable access and control redirects. Sources: dust:dust:mcp-server.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:get-conversation, dust:dust:api-keys, dust:dust:upsert, dust:dust:models, dust:dust:credit-management, dust:dust:mcp-server.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Web, browser extension and Teams access are documented; native desktop/mobile availability remains unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace, Dust browser extension; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• web Is a full web client available? [supported]: Dust provides the hosted web workspace, including the EU region. Sources: dust:dust:pricing, dust:dust:models.
• desktop_apps Windows and macOS apps? [unknown]: Windows and macOS apps? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.
• mobile_apps iOS and Android apps with SSO? [unknown]: iOS and Android apps with SSO? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.
• browser_extension Is there a browser extension or sidebar? [supported]: The extension guide covers Chrome, Firefox and Chromium browsers. Sources: dust:dust:browser.
• managed_deployment Can IT deploy and configure clients through MDM? [unknown]: Can IT deploy and configure clients through MDM? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.
• client_feature_gaps Which features are missing on mobile? [unknown]: Which features are missing on mobile? The documentation index, extension page, pricing and integration guides were checked. Native Windows/macOS apps, iOS/Android SSO apps, managed MDM configuration and a mobile parity matrix were not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:models, dust:dust:browser.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

An official Teams integration runs agents in Teams; document connectors do not imply Office add-ins.

Availability: generally-available · Delivery: official-integration
Scope: surfaces=Dust in Microsoft Teams; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• word_excel_powerpoint Does it work inside Word, Excel and PowerPoint? [unknown]: Does it work inside Word, Excel and PowerPoint? Teams and Microsoft connector guides were checked. Embedded assistance inside Word/Excel/PowerPoint, Outlook, Docs/Sheets/Gmail was not established; MCP tool access is recorded separately.
• outlook Does it work inside Outlook? [unknown]: Does it work inside Outlook? Teams and Microsoft connector guides were checked. Embedded assistance inside Word/Excel/PowerPoint, Outlook, Docs/Sheets/Gmail was not established; MCP tool access is recorded separately.
• teams Is there a Teams app or bot? [supported]: Dust in Teams has an official integration guide and admin setup. Sources: dust:dust:teams.
• google_workspace_apps Does it work inside Docs, Sheets or Gmail? [unknown]: Does it work inside Docs, Sheets or Gmail? Teams and Microsoft connector guides were checked. Embedded assistance inside Word/Excel/PowerPoint, Outlook, Docs/Sheets/Gmail was not established; MCP tool access is recorded separately.
• licence_prerequisites Which licences or consents are needed? [partial]: The Teams guide requires integration/admin authorization in a Dust workspace. Extra Microsoft/Dust licence charges were not established. Sources: dust:dust:teams.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:teams.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Agents can perform language work, but document-translation fidelity and controlled terminology are untested.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• document_translation Can whole documents be translated with formatting kept? [unknown]: Can whole documents be translated with formatting kept? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.
• translation_engine Which engine translates? [unknown]: Which engine translates? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.
• glossaries Are company glossaries supported? [unknown]: Are company glossaries supported? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.
• formality_and_variants Can formality and regional variants (de-CH) be set? [unknown]: Can formality and regional variants (de-CH) be set? Builder, file-processing and language documentation were checked. Whole-document translation with layout retention, a dedicated engine, company glossaries, formality/de-CH controls and DE-to-FR/IT fixture outcomes were not established.
• writing_tools Are dedicated rewrite and proofreading tools available? [partial]: Configurable agent instructions and Computer document editing support writing workflows; a separate dedicated proofreading product was not established. Sources: dust:dust:builder, dust:dust:computer.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:builder, dust:dust:computer.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Image tools use reference images and parallel generation; exact model and output-right terms need further evidence.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• image_generation Can users generate images, with which models? [partial]: Image Generation is a configurable agent capability with SynthID-marked output. The exact current model identifier is not named in the checked guide. Sources: dust:dust:images.
• image_editing Can users edit uploaded images? [partial]: Uploaded and prior generated images can be used as references, with up to 14 references. Precise inpainting/masking controls were not established. Sources: dust:dust:images.
• admin_control Can admins restrict image generation? [partial]: Builders enable image tools in an agent, while group governance controls who creates/publishes agents. A separate organization/group image-off switch was not established. Sources: dust:dust:images, dust:dust:governance.
• usage_terms What usage rights apply to output? [unknown]: What usage rights apply to output? The image guide and legal entry points were checked. Current model identifier, per-image tariff and contractual output usage rights were not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:images, dust:dust:governance.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Speech generation and meeting-transcript integrations are documented; live voice and Swiss German recognition remain unknown.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• dictation Can users dictate prompts? [unknown]: Can users dictate prompts? Speech, upload and meeting guides were checked. Prompt dictation, live two-way voice, Swiss German accuracy and audio-processing countries were not established.
• read_aloud Can answers be read aloud? [partial]: Speech Generator converts written text to MP3 audio with selectable voices/languages; a one-click read-aloud mode for all responses was not established. Sources: dust:dust:speech.
• voice_conversation Is a live voice mode available? [unknown]: Is a live voice mode available? Speech, upload and meeting guides were checked. Prompt dictation, live two-way voice, Swiss German accuracy and audio-processing countries were not established.
• meeting_summaries Are meetings transcribed and summarised? [supported]: Connected Granola/Fathom/Gong/Praiz transcripts can feed summaries; private Gong transcripts are excluded. This is not a native meeting recorder claim. Sources: dust:dust:meetings.
• swiss_german_speech Is Swiss German speech recognised? [unknown]: Is Swiss German speech recognised? Speech, upload and meeting guides were checked. Prompt dictation, live two-way voice, Swiss German accuracy and audio-processing countries were not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:speech, dust:dust:meetings.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: supported

Computer executes analysis and creates real Office files; Frames provide editable interactive output.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No Excel/PowerPoint fixture or artifact fidelity test. File Generation is deprecated in favor of Computer as of October 14, 2026.

• data_analysis Can it analyse spreadsheets with executed code? [supported]: Computer executes code to inspect and transform Excel/CSV, compute every-row results and return edited workbooks. Sources: dust:dust:computer.
• charts Can it produce charts? [supported]: Computer documents chart generation from spreadsheet data and inclusion in reports/decks. Sources: dust:dust:computer.
• office_file_output Can it create Word, Excel or PowerPoint files? [supported]: Computer creates/edits Word, Excel and PowerPoint files and returns downloadable artifacts, with fidelity caveats. Sources: dust:dust:computer.
• canvas_editing Is there a document or canvas editor for iterating on output? [supported]: Frames are persistent interactive content that can be revised through agents and shared. Sources: dust:dust:frames.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:computer, dust:dust:frames.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Pods provide shared team conversations, files and tasks; source-sharing effects still need testing.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No cross-group sharing fixture. Do not infer source-ACL propagation from Pod membership.

• share_chats Can chats be shared inside the organisation? [supported]: Pod conversations are visible to all members, who can contribute. Sources: dust:dust:pod-chats.
• team_spaces Are shared projects or workspaces available? [supported]: Open/Restricted Pods group conversations, files and tasks; restricted access is invite-only. Sources: dust:dust:pods.
• group_chat Can several people chat together with the AI? [supported]: Teammates and agents participate in the same Pod thread and can be mentioned. Sources: dust:dust:pod-chats.
• share_permission_boundary Does sharing respect the recipient's access to sources? [partial]: All Pod members read conversation contents. Spaces restrict source/agent use and personal tools act under their user; recipient-safe redaction of previously generated text was not established. Sources: dust:dust:pod-chats, dust:dust:permissions, dust:dust:credentials.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pod-chats, dust:dust:pods, dust:dust:permissions, dust:dust:credentials.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

German and French UI releases are documented alongside English, with remaining English areas.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• ui_languages Which UI languages are offered? [supported]: October 21, 2026 release adds German; October 16 adds French alongside English US/UK, across product, Frames, extension, Sidekick and Slack/Teams. Sources: dust:dust:changelog.
• dach_language_quality Are German, French and Italian UIs complete and natural? [partial]: Release notes explicitly leave agent/skill names and instructions in English. German/French naturalness and completeness were not observed; Italian UI was not established. Sources: dust:dust:changelog.
• accessibility_statement Is there a WCAG conformance statement? [unknown]: Is there a WCAG conformance statement? The dated locale announcements were checked; Italian UI and a WCAG conformance statement/report were not established.
• admin_ui_languages Is the admin interface available in German? [partial]: Admins can set a workspace default language. A complete German admin-screen walkthrough was not observed. Sources: dust:dust:changelog.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:changelog.

Perplexity Enterprise

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Dust

Agent cross-checked Support: partial

SAML SSO can be enforced; Business offers it from five seats on demand.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• No self-serve SSO login test.

• sso_protocols Which SSO protocols and identity providers work? [supported]: SAML SSO is documented, with Okta, Entra ID and JumpCloud named on pricing. Enterprise marketing also names OIDC; a full provider/protocol matrix was not verified. Sources: dust:dust:sso, dust:dust:pricing, dust:dust:enterprise.
• sso_plan Which plan includes SSO? [supported]: Business pricing lists SSO for 5+ seats on demand; Enterprise includes it. Sources: dust:dust:pricing.
• mfa Can MFA be enforced? [partial]: Enforced SAML routes sign-in through the IdP. Specific MFA enforcement behavior was not tested or established in the checked setup guide. Sources: dust:dust:sso.
• conditional_access Do Entra conditional-access policies apply? [unknown]: Do Entra conditional-access policies apply? SSO and plan guides were checked; conditional-access compatibility and verified-domain capture/migration semantics were not established.
• domain_capture Can the company claim its email domain? [unknown]: Can the company claim its email domain? SSO and plan guides were checked; conditional-access compatibility and verified-domain capture/migration semantics were not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:sso, dust:dust:pricing, dust:dust:enterprise.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Enterprise SCIM and group roles are documented, with specific annual-seat reclaim behavior.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Enterprise for SCIM; seat-management differences stated; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• scim Is SCIM provisioning supported? [supported]: SCIM 2.0 creates, updates and deactivates users from an IdP as an Enterprise feature. Sources: dust:dust:provision.
• group_sync Are identity-provider groups synced? [supported]: Provisioned IdP groups govern Space access and can map to Admin/Manager roles. Sources: dust:dust:provision, dust:dust:spaces.
• jit_provisioning Are users created at first login? [unknown]: Are users created at first login? Provisioning and seat docs were checked. First-login JIT creation and complete leaver-data transfer were not established.
• deprovisioning What happens to a removed user's data and shared assets? [partial]: SCIM deactivates users; removal/reassignment affects seats but exact chat/agent/knowledge ownership transfer was not tested. Sources: dust:dust:provision, dust:dust:seats.
• seat_assignment Can admins assign and reclaim seats? [supported]: Admins assign seat types independent of roles. Unassigned members cannot interact with agents; annual seats return to stock, and already-granted credits can persist to period end. Sources: dust:dust:seats.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:provision, dust:dust:spaces, dust:dust:seats.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Dust separates Admin, Manager, Member and group-manager permissions and supports restricted knowledge spaces.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• admin_roles Which admin roles exist, and can admin rights be delegated? [supported]: Admins control all governance; Managers delegate member/group/usage administration; group managers administer selected groups. Sources: dust:dust:governance.
• groups Can permissions be set per group? [supported]: Permissions go to manual or provisioned groups using Everyone, Groups or Admin-only modes. Multiple grants combine additively. Sources: dust:dust:governance.
• feature_toggles Which features can be switched on or off per group? [partial]: Group controls cover agent/skill creation and publishing, automation charging, billing/security and model ceilings. An exhaustive per-feature toggle matrix for uploads/web/images was not established. Sources: dust:dust:governance, dust:dust:tiers.
• multi_entity Can subsidiaries or departments be separated within one contract? [partial]: Restricted Spaces and Pods separate audiences inside a workspace; separate legal/subsidiary tenant boundaries within one contract were not established. Sources: dust:dust:spaces, dust:dust:pods.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:governance, dust:dust:tiers, dust:dust:spaces, dust:dust:pods.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Consumption analytics has detailed attribution and exports without message content.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• adoption_dashboard Is there an adoption dashboard? [partial]: Pricing lists usage/adoption reporting; the Analytics guide focuses on credit consumption and attribution rather than a complete active-user adoption scorecard. Sources: dust:dust:pricing, dust:dust:analytics.
• breakdowns Can usage be broken down by group, model, feature and assistant? [supported]: Analytics filters/ranks agents, members, groups, models, tools, sources, API keys, skills and Pods. Group attribution may count a member in several groups. Sources: dust:dust:analytics.
• export Can usage data be exported? [supported]: Raw CSV consumption export and API analytics export are documented, with workspace enablement and key-scope restrictions. Sources: dust:dust:analytics.
• privacy_modes Can per-person reporting be limited or pseudonymised? [partial]: Analytics exports omit message content, but contain member/message/conversation identifiers. Pseudonymous or works-council privacy modes were not established. Sources: dust:dust:analytics.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:analytics.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Credit plans offer consumption visibility, member limits and plan-specific pooled budgets, with programmatic exceptions.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Group budgets are beta and exclude programmatic usage. No budget fixture test.

• cost_visibility Can admins see cost or consumption per user and group? [supported]: Analytics and Credits show consumed credits by member, group, model, tool and agent. Credits are not assumed to be invoice currency. Sources: dust:dust:analytics, dust:dust:credit-management.
• budgets Can budgets be set per user or group? [supported]: Members have shared-pool spend limits; beta group budgets require Enterprise Pooled. Programmatic monthly and API-key caps are separate. Sources: dust:dust:credit-management, dust:dust:api-keys.
• budget_enforcement Does reaching a budget alert, block or downgrade? [supported]: Pool limits/group budgets block further requests; an in-progress message can finish above its starting cap. API calls reject at per-key caps. Optional automatic seat upgrades may increase billed subscriptions. Sources: dust:dust:credit-management, dust:dust:api-keys.
• chargeback Can costs be exported per cost centre? [partial]: Consumption CSV includes groups and identifiers, but group attribution can duplicate usage and is not a guaranteed invoice-ready cost-center chargeback. Sources: dust:dust:analytics.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:analytics, dust:dust:credit-management, dust:dust:api-keys.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Enterprise has documented event logs and SIEM delivery; content logging and legal hold remain unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace, Dust APIs and MCP server; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Enterprise; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• admin_events Are admin and security events logged? [supported]: Enterprise Audit Logs record significant admin/security, user, API-key, system and tool events with timestamps, targets and actor metadata. Sources: dust:dust:audit.
• content_logging Can prompts and answers be retained for compliance, and is it configurable? [unknown]: Can prompts and answers be retained for compliance, and is it configurable? Audit, analytics and public legal entry points were checked. Prompt/response compliance capture, eDiscovery/legal hold and detailed log-integrity implementation/retention contract were not established.
• siem_export Can logs stream to a SIEM or be exported? [supported]: CSV export and continuous destinations include Datadog, Splunk, S3, GCS and custom HTTPS. Sources: dust:dust:audit.
• ediscovery Are eDiscovery and legal hold supported? [unknown]: Are eDiscovery and legal hold supported? Audit, analytics and public legal entry points were checked. Prompt/response compliance capture, eDiscovery/legal hold and detailed log-integrity implementation/retention contract were not established.
• log_retention How long are logs kept? [partial]: Enterprise marketing states 365-day audit retention; no underlying report/contract or configurable retention details were retrieved. Sources: dust:dust:enterprise.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:audit, dust:dust:enterprise.

Perplexity Enterprise

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.

Dust

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Perplexity Enterprise

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Dust

Agent cross-checked Support: partial

Agents have persistent instructions and workspace governance; broad enforced content-policy administration is unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• org_instructions Can admins set organisation-wide instructions? [partial]: Admins/builders configure agent instructions; an enforced single organization-wide instruction applied to every agent/message was not established. Sources: dust:dust:builder, dust:dust:governance.
• usage_notice Can users be required to accept a usage policy? [unknown]: Can users be required to accept a usage policy? Agent, governance and security pages were checked. Mandatory usage-policy acknowledgement and administrator policy-violation reporting were not established.
• content_filters Are content filters configurable? [partial]: Image Generation documents NSFW/celebrity safety filtering. Custom organization-wide topic/content rules were not established. Sources: dust:dust:images.
• violation_reporting Are policy hits visible to admins? [unknown]: Are policy hits visible to admins? Agent, governance and security pages were checked. Mandatory usage-policy acknowledgement and administrator policy-violation reporting were not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:builder, dust:dust:governance, dust:dust:images.

Perplexity Enterprise

No public information found Support: not-published

We found no public information on this. A missing finding is not evidence that the product lacks the capability.

Dust

Agent cross-checked Support: partial

EU workspace and EU model controls are distinct from general hosting and global subprocessing.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• storage_region Where are chats, files and indexes stored? [partial]: Pricing/security advertise EU or US workspace hosting. Exact cloud provider, storage country and index location were not established. Sources: dust:dust:pricing, dust:dust:security.
• inference_region Where do model calls run, per provider? [supported]: EU credit-priced workspaces using Dust-hosted models can enable EU-hosted models only after all active agents comply. BYOK is outside this setting; not every model is eligible. Sources: dust:dust:eu-models.
• backups_logs_region Where are backups, logs and telemetry? [unknown]: Where are backups, logs and telemetry? Hosting, EU-model and privacy pages were checked. Backup/log/telemetry countries, customer-content support-access geography and Swiss hosting were not established.
• support_access_region From where can vendor staff access data? [partial]: The controller privacy policy permits non-EEA access/processing including the US; it does not establish customer-content support access by staff country. Sources: dust:dust:privacy.
• swiss_hosting Is Swiss hosting available? [unknown]: Is Swiss hosting available? Hosting, EU-model and privacy pages were checked. Backup/log/telemetry countries, customer-content support-access geography and Swiss hosting were not established.
• residency_plan Which plan or option provides residency? [supported]: Business and Enterprise list EU/US residency; EU-only model restrictions additionally require EU region and credit pricing with Dust model hosting. Sources: dust:dust:pricing, dust:dust:eu-models.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:security, dust:dust:eu-models, dust:dust:privacy.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Hosted Business and Enterprise single-tenant offers are public; supported customer-operated whole-platform modes are unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace, Dust Enterprise single-tenant deployment; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=not specified; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• multi_tenant_saas Is a shared SaaS offered? [partial]: Business is a self-serve hosted workspace; exact shared-infrastructure isolation architecture is not documented in the checked pages. Sources: dust:dust:pricing, dust:dust:privacy.
• dedicated_instance Is a dedicated single-tenant instance offered, from what size? [supported]: Enterprise pricing advertises single-tenant deployment. Numerical seat/spend minimum, supported countries and operating terms were not established. Sources: dust:dust:pricing.
• customer_cloud Can it run in the customer's own cloud account, from what size? [unknown]: Can it run in the customer's own cloud account, from what size? Pricing, security and the public repository were checked. Customer-cloud, whole-platform on-premise/air-gapped support and their thresholds were not established; MIT source alone does not promise a supported product deployment.
• on_premise Can the whole platform run on customer infrastructure, from what size? [unknown]: Can the whole platform run on customer infrastructure, from what size? Pricing, security and the public repository were checked. Customer-cloud, whole-platform on-premise/air-gapped support and their thresholds were not established; MIT source alone does not promise a supported product deployment.
• air_gapped Can it run without internet access? [unknown]: Can it run without internet access? Pricing, security and the public repository were checked. Customer-cloud, whole-platform on-premise/air-gapped support and their thresholds were not established; MIT source alone does not promise a supported product deployment.
• mode_feature_gaps Which features are missing outside SaaS? [partial]: Business/Enterprise packaging differs in connectors, MCP, Spaces, APIs and governance. No customer-operated hosting feature-parity contract was established. Sources: dust:dust:pricing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:privacy.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Dust publishes no-training and provider-retention claims; the customer DPA was not retrieved.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Controller privacy-policy scope is distinct from processor DPA coverage.

• vendor_training Does the vendor train on customer content? [partial]: The security page claims customer data is never used for model training. This remains vendor-claimed because no customer DPA/contract clause was retrieved. Sources: dust:dust:security.
• provider_training Do model providers train on it under this product's contracts? [partial]: The privacy policy names OpenAI, Anthropic, Mistral, Google and Fireworks as prohibited from training on customer/personal content; BYOK arrangements need separate confirmation. Sources: dust:dust:training-policy.
• provider_retention How long do model providers keep prompts, including for abuse monitoring? [partial]: The policy states providers do not log Customer Content for human review or save it to disk. Exception/abuse-retention periods were not established from customer contracts. Sources: dust:dust:training-policy.
• zero_retention Is zero data retention available, and on which plan? [partial]: Security and privacy pages assert provider zero retention, but applicable plan/model exceptions were not contract-verified. Sources: dust:dust:security, dust:dust:training-policy.
• human_review Can provider staff review content? [partial]: The published policy says listed providers do not log Customer Content for human review. This is a vendor assertion, not an independently reviewed model-provider contract. Sources: dust:dust:training-policy.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:security, dust:dust:training-policy.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Some user deletion and memory retention behavior is documented; tenant-wide retention schedules remain open.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• default_retention What is retained and for how long by default? [partial]: Agent memories persist until manually deleted. This does not define default retention for all conversations, files, indexes or logs. Sources: dust:dust:memory.
• admin_retention Can admins set retention periods? [partial]: Enterprise pricing offers custom data retention; periods, deletion mechanics and exceptions were not retrieved. Sources: dust:dust:pricing.
• user_deletion Can users delete their chats and files permanently? [partial]: Users can delete conversations and agent memories. Backup erasure timing and all attached-file deletion behavior were not established. Sources: dust:dust:delete-chat, dust:dust:memory.
• contract_end_deletion What is deleted at contract end, and when? [unknown]: What is deleted at contract end, and when? Conversation/memory docs, Enterprise pricing and unreadable legal entry points were checked. Contract-end erasure timing and complete storage/index/log retention defaults remain unknown.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:memory, dust:dust:pricing, dust:dust:delete-chat.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Dust identifies a French operating entity; customer subprocessor inventory and notice rules remain unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• subprocessor_list Is a dated sub-processor list published? [unknown]: Is a dated sub-processor list published? The privacy policy refers to a Sub-Processors list, but the official Terms/Notion and trust-center routes were not readable. A dated customer-processor list, complete countries and change-notification rules were not established.
• subprocessor_countries Which countries do sub-processors operate in? [unknown]: Which countries do sub-processors operate in? The privacy policy refers to a Sub-Processors list, but the official Terms/Notion and trust-center routes were not readable. A dated customer-processor list, complete countries and change-notification rules were not established.
• change_notification Are customers notified of sub-processor changes? [unknown]: Are customers notified of sub-processor changes? The privacy policy refers to a Sub-Processors list, but the official Terms/Notion and trust-center routes were not readable. A dated customer-processor list, complete countries and change-notification rules were not established.
• parent_jurisdiction Which jurisdiction governs the vendor and its parent? [partial]: The public policy identifies Permutation Labs at a Paris, France address. A separate parent company or controlling entity was not established. Sources: dust:dust:privacy.
• transfer_mechanism Which transfer mechanism applies to non-EU/CH processing? [partial]: For its controller processing, the privacy policy describes adequacy or EU SCC safeguards for non-EU transfers, including the US. Customer processor transfer terms were not retrieved. Sources: dust:dust:privacy.
• government_access_policy Is there a published government-access or transparency policy? [partial]: The controller policy allows legally required disclosure to authorities; a dedicated government-request transparency policy for customer content was not established. Sources: dust:dust:privacy.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:privacy.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Enterprise offers custom MSA/DPA terms, while the underlying legal materials were inaccessible.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• dpa Is a DPA available, and is it negotiable? [partial]: Enterprise pricing explicitly offers custom MSA/DPA terms. The form, sign-up incorporation and negotiability boundaries were not inspected. Sources: dust:dust:pricing.
• revdsg_gdpr Does the DPA cover revDSG and GDPR? [partial]: Marketing and privacy materials reference GDPR; explicit Swiss revDSG coverage in the customer DPA was not established. Sources: dust:dust:security, dust:dust:privacy.
• governing_law Which law and court govern the contract? [unknown]: Which law and court govern the contract? Official Terms & Policies redirects to a Notion page that returned no readable terms; trust.dust.com also exposed no report text. Governing law/court and EU AI Act technical/role materials were not established.
• ai_act_materials Is EU AI Act documentation provided? [unknown]: Is EU AI Act documentation provided? Official Terms & Policies redirects to a Notion page that returned no readable terms; trust.dust.com also exposed no report text. Governing law/court and EU AI Act technical/role materials were not established.
• sector_materials Are FINMA or other sector materials provided? [partial]: Security marketing says the service enables HIPAA compliance. A BAA, FINMA or banking-secrecy outsourcing pack was not retrieved. Sources: dust:dust:security.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:security, dust:dust:privacy.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

SOC 2 Type II is claimed publicly, without a verified report or certificate.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• iso_27001 ISO 27001 with scope and validity? [unknown]: ISO 27001 with scope and validity? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.
• soc2 SOC 2 type, period and covered service? [partial]: Dust security/pricing claim SOC 2 Type II. Auditor, reporting period and exact service scope were not verified. Sources: dust:dust:security, dust:dust:pricing.
• c5 BSI C5 attestation? [unknown]: BSI C5 attestation? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.
• other_certifications Which other certificates (27701, 42001, TISAX)? [unknown]: Which other certificates (27701, 42001, TISAX)? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.
• report_access How can customers obtain reports? [partial]: The security page directs customers to trust.dust.com; underlying reports were not accessible in this public source pass. Sources: dust:dust:security.
• pentest Are independent penetration test summaries available? [unknown]: Are independent penetration test summaries available? Security/pricing and the trust center were checked. ISO 27001, C5, other scoped certificates and independent penetration-test summaries were not established; no evidence is certificate-verified.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:security, dust:dust:pricing.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Dust claims AES-256/TLS and advertises Enterprise single tenancy; customer key custody is unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• encryption_at_rest Is data encrypted at rest? [supported]: The security page states AES-256 at rest and TLS in transit; this is a vendor claim. Sources: dust:dust:security.
• customer_managed_keys Can the customer manage or hold the keys? [unknown]: Can the customer manage or hold the keys? Security, pricing and network/MCP docs were checked. Customer-managed/held data-encryption keys and key-location guarantees were not established. Provider API BYOK is not encryption-key custody.
• private_networking Is private connectivity or IP restriction available? [partial]: Custom MCP servers can restrict access and use documented static egress on verified domains. This is tool connectivity, not proof of private connectivity to the whole service. Sources: dust:dust:tools.
• tenant_isolation How are customers separated in shared SaaS? [partial]: Enterprise offers single tenancy; shared Business tenancy and lower-level isolation mechanics were not established. Sources: dust:dust:pricing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:security, dust:dust:tools, dust:dust:pricing.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Public personnel/model handling statements exist; an explicit professional-secrecy contract and subprocessor flow-down remain unverified.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Dust Business/Enterprise public policy; Enterprise and BYOK routes differ; add_ons=none stated; deployment_mode=multi-tenant-saas; region=EU/US storage and provider routes; no DE/CH-specific secrecy contract verified; os=not specified.

Limitations

• No-training, ZDR marketing/policy assertions, EU hosting and a general privacy policy do not establish a professional-secrecy undertaking.
• No legal suitability or compliance conclusion.

• secrecy_undertaking Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff? [unknown]: The public security and platform privacy pages do not establish a signed §203 StGB/Art321 StGB professional-secrecy undertaking covering Dust staff. The Terms/Policies link did not expose readable contractual text in this pass.
• subprocessor_coverage Does the undertaking extend to its sub-processors, and is that documented? [unknown]: The privacy policy describes service-provider data-protection agreements and model no-training/retention conditions, but no dedicated professional-secrecy undertaking or its binding subprocessor flow-down was retrieved.
• secrecy_offering Is it a dedicated offering or add-on, and on which plan? [unknown]: No publicly documented German/Swiss professional-secrecy-specific plan or paid add-on was established. Enterprise single-tenancy/EU model options are not treated as such a contractual undertaking.
• content_access Who can access content in plain text: vendor staff, sub-processors, model providers? [partial]: The platform privacy policy limits personnel access to authorized staff and says customer context is processed by selected foundation-model providers; it asserts no provider disk retention/human-review logging. This vendor statement does not establish the complete customer-content plaintext access matrix, support countries, private contracts or every BYOK/MCP/tool route. Sources: dust:dust:privacy, dust:dust:training-policy, dust:dust:eu-models.
• secrecy_documentation Is the offering publicly documented (contract template, data-flow description, professional-body guidance)? [unknown]: Reviewed public security, privacy, EU-hosted model documentation and Enterprise plan scope plus targeted first-party secrecy search. Trust Center content was not available and Terms/Policies routed to unreadable external content. No public §203/Art321 template or professional-body guidance was retrieved.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:privacy, dust:dust:training-policy, dust:dust:eu-models.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Business seat prices are public; only the documented prepaid route is described here, while conflicting Business overage eligibility remains unknown.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business Free/Pro/Max seat list pricing; Enterprise quoted pool and programmatic contracts are separate; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.
• Do not present Business PAYG as established; retain list seat prices separately from the unresolved overage route.

• pricing_unit What is the pricing unit? [partial]: Business publishes per-seat subscriptions and included credits. Detailed Credit management describes prepaid Business top-ups and Enterprise PAYG; pricing FAQ separately describes enabled Business workspace overage, so Business post-allocation billing eligibility is unverified. Sources: dust:dust:pricing, dust:dust:credit-management.
• list_prices What are list prices per plan, with date and currency? [supported]: As retrieved 2026-10-21, ex-VAT Business Free is EUR 0; Pro EUR 30/month or EUR 24/month annually; Max EUR 150/month or EUR 120/month annually. Enterprise is quote-only. Sources: dust:dust:pricing.
• included_usage What usage is included? [supported]: Free has 500 lifetime credits, Pro 8,000/month and Max 40,000/month. Monthly credits do not roll over; Workspace seats draw from a contracted pool. Sources: dust:dust:credits, dust:dust:seats.
• add_ons Which features cost extra? [partial]: Business limits include three connectors, five remote MCP servers and five Spaces. Enterprise adds unlimited connector/MCP packaging, SCIM, audit, retention and support. Individual add-on tariffs are not published. Sources: dust:dust:pricing.
• overage What do usage beyond limits and premium models cost? [unknown]: Effective Business post-allocation billing is unknown: current pricing FAQ allows Pro/Max workspace overage, while Credit management reserves PAYG for Enterprise and describes prepaid Business top-ups. The USD0.01/credit Business programmatic rate does not resolve whether interactive overage is PAYG or prepaid. No account/contract test resolved this.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:credit-management, dust:dust:credits, dust:dust:seats.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

ALM-14 shared cost assumptions v1.4, 2026-10-21 apply; all three target seat counts require unpriced Enterprise terms.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• cost_200 Year-one cost at 200 users? [unknown]: Year-one cost at 200 users? For 200, 1,000 and 5,000 users over 12 months, the shared 60/30/10 message/token workload has no public applicable Enterprise seat quote or complete credit tariff. CHF/EUR ex-VAT totals remain unknown. ECB 2026-10-20 rates are recorded; the small-team Business price is not multiplied beyond its stated 100-person scope.
• cost_1000 Year-one cost at 1,000 users? [unknown]: Year-one cost at 1,000 users? For 200, 1,000 and 5,000 users over 12 months, the shared 60/30/10 message/token workload has no public applicable Enterprise seat quote or complete credit tariff. CHF/EUR ex-VAT totals remain unknown. ECB 2026-10-20 rates are recorded; the small-team Business price is not multiplied beyond its stated 100-person scope.
• cost_5000 Year-one cost at 5,000 users? [unknown]: Year-one cost at 5,000 users? For 200, 1,000 and 5,000 users over 12 months, the shared 60/30/10 message/token workload has no public applicable Enterprise seat quote or complete credit tariff. CHF/EUR ex-VAT totals remain unknown. ECB 2026-10-20 rates are recorded; the small-team Business price is not multiplied beyond its stated 100-person scope.
• variable_share Which part depends on usage? [supported]: Consumption adds token and action credits, including sub-agent work. Programmatic use and Enterprise PAYG draw from workspace pools separately from personal seat allocations. Sources: dust:dust:credits, dust:dust:credit-management.
• unknown_parts Which costs could not be priced? [supported]: Business is scoped to 100 people, so 200/1,000/5,000 seat Enterprise fees, committed pool and PAYG tariffs are unknown. The default Standard auto list is published, but a complete token-to-credit tariff is not, so no proxy replaces vendor-billed usage. Sources: dust:dust:pricing, dust:dust:models, dust:dust:credits.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:credits, dust:dust:credit-management, dust:dust:pricing, dust:dust:models, dust:dust:fx-ecb.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

A limited Business free option enables self-serve evaluation; Enterprise features remain contract-scoped.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• free_tier Is there a free tier for business use? [supported]: Business free supports up to five members with 500 lifetime credits per Free seat. Credits do not reset and a user cannot return to Free after upgrading. Sources: dust:dust:seats.
• self_serve_trial Is a self-serve business trial available? [partial]: The public site offers self-serve free workspace access, not a documented time-limited fully featured Enterprise trial. No card requirement was established. Sources: dust:dust:pricing, dust:dust:seats.
• trial_scope Do trials include SSO, connectors and admin features? [partial]: Business lists up to three connectors/five Spaces/five remote MCP servers and SSO at 5+ seats on demand. SCIM, audit and custom retention are Enterprise. Sources: dust:dust:pricing.
• sales_gate Does meaningful evaluation require sales contact? [supported]: Enterprise terms, pooled credits, advanced governance and support are sales-led; a small-team free evaluation is self-serve. Sources: dust:dust:pricing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:seats, dust:dust:pricing.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Business monthly and annual subscriptions are public; Enterprise seats are annual and prices contractual.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• minimum_commitment What seat or spend minimum applies? [partial]: The free option has up to five members and Business targets up to 100 people; Enterprise numerical seat/spend minimum was not established. Sources: dust:dust:pricing, dust:dust:seats.
• contract_length What contract lengths are offered? [supported]: Business offers monthly and annual seats together; Enterprise seats are annual only. Sources: dust:dust:seats.
• cancellation How can the contract be cancelled or reduced? [supported]: Monthly seats unassign immediately with a prorated credit; annual seats return to stock for reassignment and are not refunded when someone leaves. Sources: dust:dust:seats.
• local_invoicing Can it be invoiced in CHF or EUR from a European entity? [partial]: Prices are displayed in EUR and the privacy policy identifies a French entity; CHF invoicing and the actual invoicing entity/currency were not contract-verified. Sources: dust:dust:pricing, dust:dust:privacy.
• transparency_class Is pricing transparent, partial, quote-only or unknown? [supported]: Partially specified: Business seat prices/credit allowances are public, while Enterprise pricing, complete usage conversion and negotiated terms require a quote. Sources: dust:dust:pricing, dust:dust:credits.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:seats, dust:dust:privacy, dust:dust:credits.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

The pinned public repository has an MIT root licence; hosted licensing and complete component coverage are separate.

Availability: generally-available · Delivery: native
Scope: surfaces=Public dust-tt/dust repository root licence; version=dust-tt/dust commit2b1a4973af824f8ff970d585c5eb1f40ae76186c; root LICENSE only; plan=Public source component, not Business/Enterprise hosted-service rights; add_ons=none stated; deployment_mode=not specified; region=Repository licence has no deployment-region entitlement; os=not specified.

Limitations

• MIT applies to the pinned repository root grant only; dependencies, supported self-host deployment, hosted terms and any closed Enterprise boundary remain unverified.

• licence_type Which licence applies to each component? [partial]: dust-tt/dust root LICENSE is MIT at commit 2b1a4973af824f8ff970d585c5eb1f40ae76186c. This does not classify every dependency or the contracted hosted service. Sources: dust:dust:licence.
• branding_restrictions Do licence terms restrict branding or user counts? [supported]: The MIT root grant requires preserving copyright and permission notices and does not itself impose branding or user-count caps. Sources: dust:dust:licence.
• enterprise_features_closed Are enterprise features in a separate closed edition? [unknown]: Are enterprise features in a separate closed edition? The pinned root LICENSE and README were retrieved; a complete nested-component licence inventory and separate closed Enterprise edition boundary were not established. Hosted terms were inaccessible.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:licence.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Business Conversation API and Enterprise Data Source API provide scoped data retrieval; agent export entitlement and complete tenant exit remain unknown.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust APIs and MCP server, Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business Conversation API and web analytics; Enterprise adds Data Source API. Agent-YAML endpoint entitlement is unverified.; add_ons=API keys with appropriate workspace/resource permissions; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Conversation and document retrieval require the corresponding plan and resource permissions. Complete organization coverage, agent-export entitlement and the post-termination retrieval window remain unknown.

• chat_export Can admins export all chats? [partial]: Business pricing includes Conversation API; authorized API users retrieve accessible conversation messages with pagination. This does not establish one-click all-tenant admin export. Sources: dust:dust:get-conversation, dust:dust:pricing.
• assistant_export Can assistants and prompts be exported in a reusable format? [unknown]: The agent-YAML endpoint and public pricing were checked on 2026-10-21. Neither establishes its Business or Enterprise entitlement. Reusable assistant/prompt export for a named plan remains unknown.
• knowledge_export Can knowledge bases and their sources be exported? [partial]: Enterprise pricing adds Data Source API; the documented endpoint retrieves accessible data-source documents as JSON. Complete source/credential/permission portability and an all-tenant export are unverified. Sources: dust:dust:get-document, dust:dust:pricing.
• export_format Are formats documented and machine-readable? [partial]: Business Conversation API and Enterprise Data Source API return JSON for accessible resources. Web analytics separately exports CSV. These formats do not establish complete tenant export; no plan-scoped agent-YAML export is claimed. Sources: dust:dust:get-conversation, dust:dust:get-document, dust:dust:analytics, dust:dust:pricing.
• post_termination_window How long can data be retrieved after termination? [unknown]: How long can data be retrieved after termination? No trial admin exit/export was run; complete tenant coverage and the post-termination retrieval window were not established from the accessible API docs or unreadable contract route.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:get-conversation, dust:dust:pricing, dust:dust:get-document, dust:dust:analytics.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Business email support and Enterprise priority/SLA service are advertised; credit terms and local-language support remain open.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Business credit-priced plan; Enterprise or legacy differences are named per answer; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• support_channels Which support channels are available on each plan? [supported]: Pricing lists Business email and Enterprise priority support with dedicated CSM; public support/community resources are available. Sources: dust:dust:pricing, dust:dust:support.
• support_languages Is support available in German, French or Italian? [unknown]: Is support available in German, French or Italian? Support/pricing/Enterprise pages and the official status URL were checked. German/French/Italian staffed support and detailed credited SLA terms were not established.
• regional_presence Is there a DACH or Swiss entity, team or partner? [partial]: The public policy identifies a Paris, France entity. A DACH/Swiss support team or named regional partner was not established. Sources: dust:dust:privacy.
• uptime_sla Is there an uptime SLA with credits? [partial]: Enterprise marketing claims 99.9% uptime and pricing includes an SLA; service-credit amounts, exclusions and claim rules were not retrieved. Sources: dust:dust:enterprise, dust:dust:pricing.
• status_page Is there a public status page with history? [partial]: Model-selection docs link https://dust.statuspage.io for incidents. Direct retrieval timed out, so incident history was not verified. Sources: dust:dust:models.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:support, dust:dust:privacy, dust:dust:enterprise, dust:dust:models.

Perplexity Enterprise

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.

Dust

Agent cross-checked Support: partial

Dust has rollout and training material, with hands-on support packaged for Enterprise.

Availability: generally-available · Delivery: native
Scope: surfaces=Dust web workspace, Dust EU web workspace; version=Public source pass 2026-10-21; no logged-in deployment observed; plan=Public learning material (no paid entitlement required to read); contracted CSM/onboarding is Enterprise; add_ons=none stated; deployment_mode=multi-tenant-saas; region=US/global or EU workspace as named; EU-hosted-model restriction must be enabled separately; os=not specified.

Limitations

• Documented findings only; unestablished atomic questions remain explicit gaps.

• onboarding_service Is guided onboarding included? [supported]: Enterprise pricing includes dedicated CSM and onboarding; exact hours and scope are contractual. Sources: dust:dust:pricing.
• user_training Is end-user training offered, in which languages? [partial]: Public team onboarding and education resources are available. Course/live-session language coverage was not established. Sources: dust:dust:training, dust:dust:rollout.
• use_case_library Are role-based use cases and templates provided? [supported]: The public Use Cases and Guides index lists departmental guides for Sales, Support, Marketing, Engineering, Data Analytics, Knowledge, People, Product and Collaboration; the Sales guide supplies concrete agent examples and build links. This establishes public role-based guidance, not a separately verified in-product template entitlement. Sources: dust:dust:r2-department-guides, dust:dust:r2-sales-guide.
• adoption_programme Is there a champion or adoption programme? [partial]: The rollout guide covers launch, builder community, education and expansion; a contracted champion programme entitlement was not established. Sources: dust:dust:rollout.
• service_cost Which services cost extra? [partial]: Hands-on CSM/onboarding is Enterprise packaging; a numerical professional-services tariff was not established. Sources: dust:dust:pricing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: dust:dust:pricing, dust:dust:training, dust:dust:rollout, dust:dust:r2-department-guides, dust:dust:r2-sales-guide.

Perplexity Enterprise

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.