Agent-readable comparison

Langdock vs Perplexity Enterprise

Name: Langdock vs Perplexity Enterprise: agent-readable comparison
Creator: onAI

Published by onAI. onAI also sells one of the products compared here. Findings about other products link to public sources so you can check them; statements about onAI are marked as stated by onAI.

This comparison has 46 criteria with sourced findings for both products, including 46 that a second agent cross-checked for both. 51 criteria have a sourced finding for at least one product. "Sourced" findings passed publication validation: they are scoped, fresh and cite public resolved sources. "Agent cross-checked" findings also received a separate agent source pass, not necessarily a hands-on test. "Stated by onAI" marks the publisher's own statements about its product (evidence type vendor-statement), which cite no third-party source. Humans approve the rubric, templates and generator; they do not review every finding. No winner is declared. A missing sourced finding is not evidence that a capability is absent.

Langdock source checks: 2026-10-21 to 2026-10-26. Website: https://langdock.com
Perplexity Enterprise source checks: 2026-10-21 to 2026-10-26. Website: https://www.perplexity.ai/enterprise
Generated 2026-10-27; next source check due 2026-12-20.

Same facts as Markdown and JSON. Methodology.

Models

MOD-01 Model catalogue and providers

Judgment rule: List each available model by provider and plan, including reasoning, fast and multimodal variants. Record whether the user picks the model, the product routes automatically, or both. A provider counts only if at least one of its current models is selectable on the scoped plan.

Langdock

Agent cross-checked Support: partial

Curated multi-provider models and a task-complexity Auto mode are documented; catalogue publication is not a tested picker.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

current_models: Published text catalogue: Gemini 3.1 Pro Preview, 3 Flash Preview, 3.5/3.6/3.7/3.8 Flash, 4 Argon; GPT-5/5.1/5.1 Thinking Fast/5.2/5.2 Pro/5.4/5.4 Mini/5.5/5.6 Luna/Sol/Terra/5 Mini/5 Pro, GPT-6 Luna/Sol/Astra, GPT-6.1 Sol, GPT oss 120b; Fable 5/5.1, Haiku 4.5/5.5, Opus 4.5/4.6/4.7/4.8/5/5.5, Sonnet 4.5/4.6/5/5.5; Llama 3.3 70B/4 Maverick; Mistral Large 3/4; DeepSeek v3.1. Plan/admin/region settings can narrow this list; API availability is listed alongside chat, not independently observed.
auto_routing: Auto analyzes the first message and estimates complexity to select a conversation model; exact final model disclosure was not verified.
Unverified multimodal_input: A model-by-model image/audio input matrix and authenticated model picker were not inspected.

providers Which model providers are available? [supported]: OpenAI, Anthropic, Google, Meta, Mistral and DeepSeek have named current catalogue entries. Sources: langdock:langdock:models.
current_models Which current models are selectable on this plan? [partial]: Published text catalogue: Gemini 3.1 Pro Preview, 3 Flash Preview, 3.5/3.6/3.7/3.8 Flash, 4 Argon; GPT-5/5.1/5.1 Thinking Fast/5.2/5.2 Pro/5.4/5.4 Mini/5.5/5.6 Luna/Sol/Terra/5 Mini/5 Pro, GPT-6 Luna/Sol/Astra, GPT-6.1 Sol, GPT oss 120b; Fable 5/5.1, Haiku 4.5/5.5, Opus 4.5/4.6/4.7/4.8/5/5.5, Sonnet 4.5/4.6/5/5.5; Llama 3.3 70B/4 Maverick; Mistral Large 3/4; DeepSeek v3.1. Plan/admin/region settings can narrow this list; API availability is listed alongside chat, not independently observed. Sources: langdock:langdock:models.
user_choice Can users pick the model per chat? [supported]: Per-chat selection and mid-chat switching are documented. Sources: langdock:langdock:model-guide.
auto_routing Does the product route between models automatically, and is the chosen model shown? [partial]: Auto analyzes the first message and estimates complexity to select a conversation model; exact final model disclosure was not verified. Sources: langdock:langdock:model-guide.
multimodal_input Which models accept images, audio or files? [unknown]: Which models accept images, audio or files? Unknown. A model-by-model image/audio input matrix and authenticated model picker were not inspected.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:models, langdock:langdock:model-guide.

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.

MOD-02 Model freshness

Judgment rule: Measure the days from a provider's general release to availability in the product for the last three major releases from OpenAI, Anthropic and Google (and Mistral where offered). Use dated changelogs or observation. Record deprecation notice for retired models.

Langdock

Agent cross-checked Support: partial

Public dated model additions exist, but release-lag medians and guaranteed retirement notice remain unknown.

Limitations

Unverified release_lag_days, deprecation_notice, version_pinning: No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.

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? Unknown. No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.
changelog Is there a dated public model changelog? [supported]: Changelog includes Gemini 4 Argon on 13 October, Haiku 5.5 on 8 October and GPT-6.1 Sol on 30 September 2026. Sources: langdock:langdock:changes.
deprecation_notice How much notice is given before a model is removed? [unknown]: How much notice is given before a model is removed? Unknown. No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.
version_pinning Can an admin keep an older model version? [unknown]: Can an admin keep an older model version? Unknown. No complete last-three-major-release reconciliation against provider GA dates, contractual model retirement notice, or stable version-pinning promise was established.

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

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.

MOD-03 Bring-your-own keys and provider contracts

Judgment rule: Record customer-held API keys, customer cloud accounts (Azure OpenAI, Bedrock, Vertex), and aggregator routes (OpenRouter, LiteLLM) as separate routes. Record what still works without a vendor-provided model, whether prices change with BYO, and documented restrictions. API-key support does not imply support for the customer's own Azure contract.

Langdock

Agent cross-checked Support: partial

BYOK supports customer credentials, named cloud providers and custom compatible HTTPS endpoints.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Business BYOK and individually contracted Enterprise BYOK; customer provider charges separate; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

Cloud BYOK requires separately configured completion, embedding and image routes; local/private endpoints are not implied by a cloud key.

own_api_keys Can the customer use its own provider API keys? [supported]: Customer keys can replace managed completion, embedding and image keys; BYOK can be selected at upgrade or enabled later by support. Sources: langdock:langdock:byok.
own_cloud_contract Can it use its own Azure OpenAI, Bedrock or Vertex deployment? [supported]: Guides cover customer Azure deployment settings, Google cloud and AWS Bedrock, separately from simple direct provider keys. Sources: langdock:langdock:byok-routes.
custom_endpoint Can an admin add any OpenAI-compatible endpoint? [supported]: Manual OpenAI-compatible endpoints include vLLM, LiteLLM, Ollama, TGI and LocalAI. Cloud requires public HTTPS; private/local hostnames are blocked by default. Sources: langdock:langdock:byok-routes.
byo_pricing Does BYO change the licence price? [partial]: Customer model usage is billed by the customer provider under BYOK. The applicable Business/Enterprise BYOK licence rate is unknown: the public Standard headline and calculator do not reconcile, and the prior hashed asset is not a stable tariff source. No BYOK seat-rate arithmetic is retained. Sources: langdock:langdock:byok, langdock:langdock:billing.
byo_restrictions Which features stop working with BYO? [supported]: Completion, embeddings and image models must all be configured. Deep Research needs reasoning/fast-reasoning/backbone routes; absent categories leave features non-functional. Sources: langdock:langdock:byok, langdock:langdock:research.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:byok, langdock:langdock:byok-routes, langdock:langdock:billing, langdock:langdock:research.

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.

MOD-04 Local and self-hosted models

Judgment rule: Record support for models running in the customer's environment (vLLM, Ollama, TGI or similar) and which features work with them: chat, RAG, tools, embeddings. Distinguish a documented, supported route from a generic endpoint that happens to work.

Langdock

Agent cross-checked Support: partial

Self-hosted compatible inference is a documented BYOK route with network and capability requirements.

Limitations

self_hosted_embeddings: BYOK requires a configured embedding model for search; custom model setup includes embeddings. A private customer-hosted embedding network path was not independently verified.
feature_parity: Manual setup needs correct image, tool and editor capability flags. Missing embeddings/images or research routes disables their corresponding features; there is no universal parity guarantee.
vendor_hosted_open_models: Catalogue includes Llama, GPT oss, Mistral and DeepSeek; terms identify Azure/Mistral EU routes, with global opt-ins separately described.

self_hosted_chat Can chat use a customer-hosted model? [supported]: vLLM/Ollama/TGI/LocalAI routes work through OpenAI-compatible HTTPS endpoints, not localhost/private addresses on default SaaS. Sources: langdock:langdock:byok-routes.
self_hosted_embeddings Can retrieval use customer-hosted embeddings? [partial]: BYOK requires a configured embedding model for search; custom model setup includes embeddings. A private customer-hosted embedding network path was not independently verified. Sources: langdock:langdock:byok, langdock:langdock:byok-models.
feature_parity Which features fail with self-hosted models? [partial]: Manual setup needs correct image, tool and editor capability flags. Missing embeddings/images or research routes disables their corresponding features; there is no universal parity guarantee. Sources: langdock:langdock:byok-models, langdock:langdock:research.
vendor_hosted_open_models Does the vendor host open-weight models in EU/CH? [partial]: Catalogue includes Llama, GPT oss, Mistral and DeepSeek; terms identify Azure/Mistral EU routes, with global opt-ins separately described. Sources: langdock:langdock:models, langdock:langdock:terms.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:byok-routes, langdock:langdock:byok, langdock:langdock:byok-models, langdock:langdock:research, langdock:langdock:models, langdock:langdock:terms.

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.

MOD-05 Model control and usage limits

Judgment rule: Record admin allow-lists per group, default models, restrictions on which models may see which data, and per-user rate or fair-use limits. Test one restriction with two users in different groups. Record limits as enforced stops, warnings or undocumented fair use.

Langdock

Agent cross-checked Support: partial

Workspace model defaults and usage/fallback behavior are documented; per-group model/data boundaries remain unverified.

Limitations

user_limits: Five-hour session and Monday-reset weekly limits depend on model-priced token consumption; numeric included budget is shown per account, not fully published. Spam protection is 250 messages/3h. Max is five times Standard.
Unverified model_allowlist_by_group, data_bound_models: Group-specific model allowlists and rules binding connectors/knowledge to certain models were not established in model and role documentation; no two-user test was run.

model_allowlist_by_group Can admins limit models per group? [unknown]: Can admins limit models per group? Unknown. Group-specific model allowlists and rules binding connectors/knowledge to certain models were not established in model and role documentation; no two-user test was run.
data_bound_models Can admins restrict which models receive connector or knowledge content? [unknown]: Can admins restrict which models receive connector or knowledge content? Unknown. Group-specific model allowlists and rules binding connectors/knowledge to certain models were not established in model and role documentation; no two-user test was run.
default_model Can admins set the default model? [supported]: Admins set a default across new chats and agents; users can have their own default. Sources: langdock:langdock:workspace.
user_limits What per-user message or token limits apply, and are they published? [partial]: Five-hour session and Monday-reset weekly limits depend on model-priced token consumption; numeric included budget is shown per account, not fully published. Spam protection is 250 messages/3h. Max is five times Standard. Sources: langdock:langdock:limits, langdock:langdock:pricing.
limit_behaviour What happens when a limit is reached? [supported]: With no usable extra usage, Cloud falls back to GPT-6 Luna; BYOK/dedicated use configured fallback. Current responses finish, so spend can slightly overshoot. Personal API calls error rather than fall back. Sources: langdock:langdock:extra.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:workspace, langdock:langdock:limits, langdock:langdock:pricing, langdock:langdock:extra.

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.

Company knowledge

KNOW-01 Files in chat

Judgment rule: Record supported formats, size and count limits, scanned-PDF OCR, tables and spreadsheets, images inside documents, and whether a file is read in full or retrieved in chunks. Upload the shared fixture set (long German PDF, scanned contract, Excel with formulas, PowerPoint) and record failures.

Langdock

Agent cross-checked Support: partial

Format/count limits and direct previews differ from semantic search paths.

Limitations

spreadsheets: Spreadsheets use direct reading and file tools, not chunk embeddings; source formula/structure accuracy was not fixture-tested.
Unverified ocr: No shared scanned-PDF OCR or multilingual file fixture was uploaded.

formats Which formats are accepted? [supported]: PDF/Word/PowerPoint and text, Excel/CSV/TSV/Parquet, listed image, audio and video types are documented; Knowledge bases exclude tabular/media. Sources: langdock:langdock:files.
limits What size and count limits apply per file and chat? [supported]: Web 50 files/message, mobile five; agent 50 files. PDF/Office 256 MB, text 10 MB, tabular 100 MB, images 20 MB; text 8M characters and PDF 5000 pages. Sources: langdock:langdock:files, langdock:langdock:file-count.
ocr Are scanned PDFs read? [unknown]: Are scanned PDFs read? Unknown. No shared scanned-PDF OCR or multilingual file fixture was uploaded.
spreadsheets Are Excel tables read with structure intact? [partial]: Spreadsheets use direct reading and file tools, not chunk embeddings; source formula/structure accuracy was not fixture-tested. Sources: langdock:langdock:files, langdock:langdock:retrieval.
full_vs_chunked Is the whole file used or only retrieved parts, and does the user see which? [supported]: Small direct files are previewed in full where possible; agent knowledge above 20 documents uses lists/tools. Knowledge-base/synced text uses up to 50 chunks of up to 2000 characters. Sources: langdock:langdock:retrieval.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:files, langdock:langdock:file-count, langdock:langdock:retrieval.

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.

KNOW-02 Knowledge bases and shared collections

Judgment rule: Record curated document collections that persist across chats, who can create and share them, size limits, and how they attach to assistants. Distinguish personal, group and organisation-wide scope.

Langdock

Agent cross-checked Support: supported

Persistent knowledge bases and library folders have separate limits and access roles.

persistent_collections Can users keep document collections across chats? [supported]: Knowledge bases persist for chat, agents, workflows and API use. Sources: langdock:langdock:knowledge.
sharing_scope Can collections be shared with users, groups or the whole organisation? [supported]: Owner/Editor/Viewer roles; share with persons, groups or workspace, subject to workspace-sharing permission. Sources: langdock:langdock:knowledge.
size_limits What are the collection limits? [supported]: Cloud Knowledge bases support 1000 files, 8M characters/file. Normal folders have 100 files and 250 MB total; dedicated limits are configurable. Sources: langdock:langdock:knowledge, langdock:langdock:file-count.
assistant_binding Can collections be bound to an assistant? [supported]: Agent Folders attach knowledge bases/library folders/synced folders. Sources: langdock:langdock:agents.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:knowledge, langdock:langdock:file-count, langdock:langdock:agents.

Perplexity Enterprise

Agent cross-checked Support: partial

Projects are persistent shared file/task workspaces, with a distinct storage and access model.

Limitations

The partial atomic answers state their documentation or verification limits.

persistent_collections Can users keep document collections across chats? [supported]: Projects persist searches, Computer tasks, files, instructions and tools across sessions. Sources: perplexity:perplexity:p-projects.
sharing_scope Can collections be shared with users, groups or the whole organisation? [partial]: Projects private by default; owner/editor/viewer roles and individual invites, with organisation sharing on Enterprise. Exact identity-group grants were not established. Sources: perplexity:perplexity:p-projects.
size_limits What are the collection limits? [supported]: Unlimited Projects, each up to 10,000 files, 5 GB total and 100 MB/file. New uploads rejected at the limit; Enterprise owner may invite 9,999 contributors. Sources: perplexity:perplexity:p-projects, perplexity:perplexity:p-filelimits.
assistant_binding Can collections be bound to an assistant? [partial]: Project instructions and files apply to its Computer work; this establishes project-bound context. A separate reusable assistant binding interface was not established. Sources: perplexity:perplexity:p-projects.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-projects, perplexity:perplexity:p-filelimits.

KNOW-03 Enterprise connectors

Judgment rule: List each connector separately with plan, availability and setup owner: SharePoint, OneDrive, Outlook, Teams, Google Drive, Gmail, Confluence, Jira, Notion, Box, Salesforce, ServiceNow, file shares. Record whether the vendor or a third party (or the customer via MCP) provides it, and whether it needs admin consent. A connector listed on a roadmap or partner page is `announced`. An on-prem connector or gateway proves access to local data, not a self-hosted platform (DATA-02).

Langdock

Agent cross-checked Support: partial

Native tools, daily folder sync and customer MCP/API integrations are distinct routes.

Limitations

on_prem_sources: Confluence Data Center and customer API/MCP endpoints can connect; private network access is restricted by default in Cloud, so generic local shares are not established.

microsoft_365 Which M365 sources (SharePoint, OneDrive, Outlook, Teams) are connected? [supported]: Directory includes SharePoint, OneDrive, Outlook Email/Calendar and Teams. SharePoint/OneDrive also support indexed folder sync. Sources: langdock:langdock:integrations, langdock:langdock:sync.
google_workspace Which Google sources are connected? [supported]: Drive, Gmail, Calendar, Docs, Sheets, Slides and Meet are listed; Drive supports folder sync. Sources: langdock:langdock:integrations.
atlassian Confluence and Jira? [supported]: Confluence Cloud, self-hosted Confluence Data Center and Jira are in the native directory. Sources: langdock:langdock:integrations.
other_systems Which other business systems? [supported]: Named routes include Salesforce, ServiceNow, HubSpot, Slack, Notion, Airtable, Asana, GitHub, Azure AI Search, Kendra and Databricks; see directory for authentication and actions. Sources: langdock:langdock:integrations.
on_prem_sources Can on-prem file shares or databases be connected? [partial]: Confluence Data Center and customer API/MCP endpoints can connect; private network access is restricted by default in Cloud, so generic local shares are not established. Sources: langdock:langdock:integrations, langdock:langdock:mcp.
connector_provider Who builds and maintains each connector? [supported]: Langdock provides native integrations; customers build custom actions or connect official third-party MCP servers. Sources: langdock:langdock:integrations, langdock:langdock:mcp.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:integrations, langdock:langdock:sync, langdock:langdock:mcp.

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.

KNOW-04 Permission-aware retrieval

Judgment rule: Using two test users, verify that a restricted document in the fixture tenant is never cited or summarised for the user without access, including after a permission change. Record whether permissions are enforced at query time by the source system, mirrored into an index, or not enforced. Record the propagation delay of a revocation.

Langdock

Agent cross-checked Support: partial

Folder Sync checks each user source access; Purview labels add a separate, qualified control.

Limitations

source_permissions_respected: Synced folder retrieval checks the user source rights in real time and requires the user connection. Static shared knowledge follows Langdock sharing instead. No fixture test was run.
sensitivity_labels: Request-enabled policy covers five Microsoft integrations, with exceptions for certain Outlook actions/copy attachments, unlabeled/new labels, custom MCP and uploaded files; saved-policy enforcement is conditional on integration rollout.
Unverified revocation_delay: A two-user restricted-file/revocation test was not run; no measured source-permission revocation latency is asserted.

source_permissions_respected Are source permissions enforced per user? [partial]: Synced folder retrieval checks the user source rights in real time and requires the user connection. Static shared knowledge follows Langdock sharing instead. No fixture test was run. Sources: langdock:langdock:sync, langdock:langdock:knowledge.
enforcement_point Does the source system, a mirrored index or nothing enforce them? [supported]: A copied content index is searched while access is checked live against the source system for synced files. Sources: langdock:langdock:sync.
revocation_delay How quickly does a removed permission take effect? [unknown]: How quickly does a removed permission take effect? Unknown. A two-user restricted-file/revocation test was not run; no measured source-permission revocation latency is asserted.
admin_scope_controls Can admins exclude sites, folders or labels? [supported]: Admins choose integrations/actions; synced folders scope imported content and labels can exclude documents. Sources: langdock:langdock:actions, langdock:langdock:labels, langdock:langdock:sync.
sensitivity_labels Are Microsoft Purview or similar labels respected? [partial]: Request-enabled policy covers five Microsoft integrations, with exceptions for certain Outlook actions/copy attachments, unlabeled/new labels, custom MCP and uploaded files; saved-policy enforcement is conditional on integration rollout. Sources: langdock:langdock:labels.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:sync, langdock:langdock:knowledge, langdock:langdock:labels, langdock:langdock:actions.

Perplexity Enterprise

Agent cross-checked Support: partial

Live query permissions differ from static Project copies and shared answers.

Limitations

Remaining atomic gaps: sensitivity_labels.

source_permissions_respected Are source permissions enforced per user? [partial]: Live searches use the connected user's permissions. Shared answers can reveal file content to recipients without original-file access; Project copies use Project membership. No two-user scenario was run. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq.
enforcement_point Does the source system, a mirrored index or nothing enforce them? [supported]: Source OAuth governs live queries; Project imports create static copies governed by Project access. Original-file links require source access, which does not prevent answer disclosure. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq.
revocation_delay How quickly does a removed permission take effect? [partial]: FAQ says source permission changes affect live search immediately; this was not measured. Project copies require separate removal or access management. Sources: perplexity:perplexity:p-connectfaq.
admin_scope_controls Can admins exclude sites, folders or labels? [partial]: Admins enable connectors; users connect OAuth accounts and select folders. Sales-assisted connector RBAC gates runtime use. Admin site/folder/label exclusions were not established. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connector-rbac.
sensitivity_labels Are Microsoft Purview or similar labels respected? [unknown]: Unknown for sensitivity_labels. No two-user permission-revocation or sensitivity-label scenario was run. A source-level administrator exclusion policy and Purview enforcement matrix were not retrieved.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-connectors, perplexity:perplexity:p-connectfaq, perplexity:perplexity:p-connector-rbac.

KNOW-05 Freshness and sync model

Judgment rule: Record live (federated) search versus a copied index, sync interval, deletion propagation, and where the index is stored. Edit and delete one fixture document and record when answers change. A copied index adds storage location to DATA-01.

Langdock

Agent cross-checked Support: partial

Folder Sync copies indexed text and refreshes daily, with live access checks and manual refresh.

Limitations

deletion_propagation: Daily sync removes source-deleted files; no measured end-to-end deletion delay is available.
index_location: Terms place customer files/embeddings in EU Azure storage, with default Frankfurt hosting. Per-index backup copies are not separately mapped.

live_or_indexed Is content searched live or copied into an index? [supported]: Folder Sync downloads supported text into an index; spreadsheets remain direct-read files. Other integration actions query source APIs. Sources: langdock:langdock:sync, langdock:langdock:integrations.
sync_interval How often does an index refresh? [supported]: Daily updates, manual refresh and up to one hour initial sync. Sources: langdock:langdock:sync.
deletion_propagation How quickly does a deleted document disappear? [partial]: Daily sync removes source-deleted files; no measured end-to-end deletion delay is available. Sources: langdock:langdock:sync.
index_location Where is indexed content stored? [partial]: Terms place customer files/embeddings in EU Azure storage, with default Frankfurt hosting. Per-index backup copies are not separately mapped. Sources: langdock:langdock:terms.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:sync, langdock:langdock:integrations, langdock:langdock:terms.

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.

KNOW-06 Grounding and retrieval quality

Judgment rule: Run the shared question set over the fixture corpus: factual lookups, cross-document questions, German document with an English question, a question with no answer in the corpus. Record citation presence, link accuracy, correct answers and refusals to invent. Disclose model, settings, attempt count and failures. Single runs support a case study, not a ranking.

Langdock

Agent cross-checked Support: partial

Citations are documented; retrieval outcomes remain untested.

Limitations

citations: Agent responses cite sources by default; source-access restriction can hide click-through while still using content.
Unverified citation_accuracy, cross_language, no_answer_behaviour, observed_accuracy: No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.

citations Are answers linked to specific sources? [partial]: Agent responses cite sources by default; source-access restriction can hide click-through while still using content. Sources: langdock:langdock:agents.
citation_accuracy Do the cited passages support the answer? [unknown]: Do the cited passages support the answer? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.
cross_language Does a question in one language find documents in another? [unknown]: Does a question in one language find documents in another? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.
no_answer_behaviour Does it say when the corpus has no answer? [unknown]: Does it say when the corpus has no answer? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.
observed_accuracy How many of the question set were answered correctly? [unknown]: How many of the question set were answered correctly? Unknown. No shared corpus or question set was run. Citation accuracy, cross-language retrieval, no-answer behavior and numeric accuracy remain unknown.

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

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.

KNOW-07 Memory and personal context

Judgment rule: Record personal custom instructions, cross-chat memory, project or workspace context, and user controls to view, edit, delete or disable memory. Record whether admins can disable memory organisation-wide.

Langdock

Agent cross-checked Support: supported

Regular-chat instructions and memory have user and workspace controls.

custom_instructions Can users set persistent instructions? [supported]: Personal instructions apply in regular chat; agent/project instructions replace them. Sources: langdock:langdock:account.
cross_chat_memory Does the product remember facts across chats? [supported]: Regular chats use a personal store of up to 50 memories; projects/agents do not use this memory. Sources: langdock:langdock:memory.
user_memory_controls Can users view, edit and delete memories? [supported]: Users inspect, edit, delete or disable memories in account settings and can update/forget through chat. Sources: langdock:langdock:memory, langdock:langdock:account.
admin_memory_controls Can admins turn memory off? [supported]: Memory availability requires workspace and personal enablement. Sources: langdock:langdock:chat.

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

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.

Assistants and agents

AGT-01 Custom assistants

Judgment rule: Record creation of assistants with instructions, model, knowledge and tools; who can create; sharing scope; versioning; and an internal catalogue or directory. Build one HR policy assistant on the fixture and share it with one group. Prompt templates and a prompt library are recorded here.

Langdock

Agent cross-checked Support: partial

Agents combine reusable knowledge and tools with creation/sharing controls.

Limitations

sharing_scope: Workspace/group resources and permissioned agent configuration are documented; no fixture was shared.

create_assistants Can users create assistants with instructions, knowledge and tools? [supported]: Agents configure model, instructions, files, folders, integrations, subagents, skills and workflows. Sources: langdock:langdock:agents.
creator_permissions Can admins limit who creates them? [supported]: System/custom roles and extra permissions control agent creation/sharing. Sources: langdock:langdock:roles.
sharing_scope Can assistants be shared with users, groups or everyone? [partial]: Workspace/group resources and permissioned agent configuration are documented; no fixture was shared. Sources: langdock:langdock:workspace, langdock:langdock:agents.
catalogue Is there an internal assistant directory? [supported]: Workspace agent management has All/Unassigned/Verified views. Sources: langdock:langdock:workspace.
prompt_library Are shared prompt templates available? [supported]: The workspace guide documents group/workspace prompt-library sharing. Sources: langdock:langdock:workspace.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:agents, langdock:langdock:roles, langdock:langdock:workspace.

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.

AGT-02 Tools, actions and MCP

Judgment rule: Record built-in tools, custom actions (OpenAPI), MCP client support (local and remote servers), authentication model per tool (shared service account or per-user OAuth), and admin approval of tools. Verify one external-tool call and its access boundary.

Langdock

Agent cross-checked Support: partial

Remote MCP and custom actions have admin access controls and optional confirmations.

Limitations

tool_approval: Admins share integrations/actions by user/group/key, but native core actions cannot be disabled. New MCP tools default to no confirmation; per-tool/agent confirmations can be configured.

builtin_tools Which tools are built in? [supported]: Search, images, file work, document editor, memory, research and company knowledge are governed tools. Sources: langdock:langdock:chat.
custom_actions Can admins add API actions? [supported]: Custom API integrations and shareable individual actions are documented. Sources: langdock:langdock:actions.
mcp_client Can it use remote MCP servers, and with what admin control? [supported]: Streamable HTTP/SSE with OAuth CIMD/DCR/manual PKCE, API key or none; private network URLs blocked by default. Sources: langdock:langdock:mcp.
tool_auth Do tools act as the user or as a shared account? [supported]: Native integrations use personal OAuth or service credentials per provider; MCP supports user OAuth or API headers. Sources: langdock:langdock:integrations, langdock:langdock:mcp.
tool_approval Can admins approve or block tools, and can users confirm actions before they run? [partial]: Admins share integrations/actions by user/group/key, but native core actions cannot be disabled. New MCP tools default to no confirmation; per-tool/agent confirmations can be configured. Sources: langdock:langdock:actions, langdock:langdock:mcp, langdock:langdock:changes.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:chat, langdock:langdock:actions, langdock:langdock:mcp, langdock:langdock:integrations, langdock:langdock:changes.

Perplexity Enterprise

Agent cross-checked Support: partial

Computer uses built-in tools and administratively controlled MCP connectors with several authentication modes.

Limitations

The partial atomic answers state their documentation or verification limits.
Capabilities apply only to the surface named in each atomic answer. Computer, Office/Teams and Portable do not establish feature parity in Ask/Search.
Hosted functions use Perplexity cloud services; Portable local execution is device-local on supported NVIDIA hardware. Portable is not a self-hosted Enterprise backend.

builtin_tools Which tools are built in? [supported]: Computer combines web research, code, data analysis, generated documents, browsers and connected apps. Portable adds local files and local MCP. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-local.
custom_actions Can admins add API actions? [partial]: Customers add remote MCP tools and custom Skills. A standalone arbitrary API-action editor or schema was not established. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-skills.
mcp_client Can it use remote MCP servers, and with what admin control? [supported]: HTTPS MCP supports SSE and streamable HTTP. Admins enable custom connectors and manage organisation connectors; managed plans can grant role-specific runtime access. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-connector-rbac.
tool_auth Do tools act as the user or as a shared account? [supported]: OAuth2, API key or no authentication. Organisation OAuth can share an admin connection or require each member's login. Shared credentials do not automatically enforce each member's source ACLs. Sources: perplexity:perplexity:p-mcp, perplexity:perplexity:p-gmail.
tool_approval Can admins approve or block tools, and can users confirm actions before they run? [partial]: Admins disable connectors; managed RBAC gates execution. Portable requires cloud-egress approval and Office previews edits. Universal cloud action confirmation remains unverified. Sources: perplexity:perplexity:p-connector-rbac, perplexity:perplexity:p-local, perplexity:perplexity:p-office.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-local, perplexity:perplexity:p-mcp, perplexity:perplexity:p-skills, perplexity:perplexity:p-connector-rbac, perplexity:perplexity:p-gmail, perplexity:perplexity:p-office.

AGT-03 Web search and deep research

Judgment rule: Record web search on/off control per organisation and group, search provider, citation of web sources, deep or multi-step research, and whether queries leave the residency boundary. Admins of regulated companies often need web search off.

Langdock

Agent cross-checked Support: partial

Cited search and public-web Deep Research are available; provider/region details remain incomplete.

Limitations

admin_toggle: Workspace admins disable web search and separate agent capabilities. Per-group search-toggle coverage was not established.
Unverified search_provider: Search/crawl provider contracts and query-processing region were not established in the public tool documentation.

web_search Is web search available? [supported]: Chat tool generates a query and can open URLs; sources are inspectable. Sources: langdock:langdock:web.
admin_toggle Can admins disable it per organisation or group? [partial]: Workspace admins disable web search and separate agent capabilities. Per-group search-toggle coverage was not established. Sources: langdock:langdock:workspace.
search_provider Which search provider handles queries, and where? [unknown]: Which search provider handles queries, and where? Unknown. Search/crawl provider contracts and query-processing region were not established in the public tool documentation.
deep_research Is multi-step research with a report available? [supported]: Regular chat only, public web only, cited PDF reports; standard keys allow 15 researches per rolling 30 days. BYOK needs research models. Sources: langdock:langdock:research.
web_citations Are web sources cited? [supported]: Search sources link to corresponding paragraphs and Deep Research has activity/source lists. Sources: langdock:langdock:web, langdock:langdock:research.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:web, langdock:langdock:workspace, langdock:langdock:research.

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.

AGT-04 Workflows and automation

Judgment rule: Record no-code or low-code workflows, scheduled prompts, triggers from email, forms or business systems, and multi-step chains. Name where they run and who can build them. A shared prompt template is not a workflow.

Langdock

Agent cross-checked Support: partial

Multi-step workflows support automatic triggers and human review.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Business Chat & Agents; included models unless BYOK or Enterprise is explicitly named; add_ons=Workflow run package; model usage separately metered; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

builder_audience: Quickstart and conversational Workflow Builder guide non-developers, with code/HTTP nodes for technical users.

workflow_builder Is there a workflow or chain builder? [supported]: Workflows chain agents, integrations, logic, loops and custom code after workspace activation. Sources: langdock:langdock:workflows.
scheduled_tasks Can prompts or assistants run on a schedule? [supported]: Schedule triggers are documented for workflows; the public API index also exposes recurring saved tasks. Sources: langdock:langdock:workflows.
event_triggers Can external events start a workflow? [supported]: Connected-app events, forms and webhooks start runs; dated composable-workflow release supports multiple triggers. Sources: langdock:langdock:workflows, langdock:langdock:changes.
builder_audience Is building aimed at business users, IT or developers? [partial]: Quickstart and conversational Workflow Builder guide non-developers, with code/HTTP nodes for technical users. Sources: langdock:langdock:workflows.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:workflows, langdock:langdock:changes.

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.

AGT-05 Agentic task execution

Judgment rule: Record an agent mode that plans and carries out multi-step tasks with tools (browser, files, connectors), with visible steps, user confirmation of side effects and stop control. Run one fixture task (gather three documents, draft a summary, propose an email). Record interventions and what ran. A final claim of success is not proof.

Langdock

Agent cross-checked Support: partial

Agents execute actions/subagents; workflow and add-in confirmation behavior is explicit.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace, Langdock Excel and Outlook add-ins; version=Public documentation checked 2026-10-26; plan=Business Chat & Agents/Workflows; Outlook add-in for paid plans and trials, enabled by workspace admin; add_ons=Workflow package as needed; compatible Microsoft Outlook/Exchange Online subscription; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

visible_steps: Deep Research shows search/page-read activity; workflows expose run history and nested run links. General agent step-display completeness was not independently observed.
side_effect_confirmation: Configurable per-agent confirmations and workflow action review exist. Newly saved MCP actions default to no confirmation; Office add-ins ask before edits by default.
stop_control: Deep Research has a stop button; general external side effects already committed cannot be inferred reversible.

agent_mode Is there an agent mode for multi-step tasks? [supported]: Agents can call integrations, subagents and workflows to carry out multiple steps. Sources: langdock:langdock:agents.
visible_steps Are steps and tool calls shown? [partial]: Deep Research shows search/page-read activity; workflows expose run history and nested run links. General agent step-display completeness was not independently observed. Sources: langdock:langdock:research, langdock:langdock:changes.
side_effect_confirmation Must the user confirm actions with side effects? [partial]: Web agents can require configured action confirmation; workflow action review is separate. Newly saved MCP actions default to no confirmation. In the Outlook add-in, edits ask by default, users can allow subsequent edits for the chat, and sending requires a requested action plus confirmation. Sources: langdock:langdock:changes, langdock:langdock:hitl, langdock:langdock:mcp, langdock:langdock:excel, langdock:langdock:outlook-rev2, langdock:langdock:outlook-marketplace.
stop_control Can the user stop a running task? [partial]: Deep Research has a stop button; general external side effects already committed cannot be inferred reversible. Sources: langdock:langdock:research.

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.

AGT-06 Programmable access

Judgment rule: Record a public API for chat, assistants and knowledge, SDKs, API authentication, rate limits and whether API use counts against the same governance (audit, budgets, model restrictions). Being an MCP client is different from exposing the product over MCP.

Langdock

Agent cross-checked Support: partial

Public APIs include knowledge and agent MCP, with distinct personal/workspace governance boundaries.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock public APIs and agent MCP server; version=Public documentation checked 2026-10-21; plan=API/Agent/Knowledge scopes; workspace activation may apply; add_ons=Metered API usage; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

api_governance: Personal API keys share member/workspace spend limits and error on exhaustion; workspace API keys and workflow costs use separate limits.

chat_api Is there an API for chat and assistants? [supported]: Public Completion and Agent APIs use scoped bearer keys. Workspace/personal key access is controlled by admins. Sources: langdock:langdock:workspace.
knowledge_api Can documents be loaded through an API? [supported]: Knowledge Folder API supports upload/update/delete/retrieve/search with API-key sharing roles. Sources: langdock:langdock:knowledge.
api_governance Do audit, budgets and model rules apply to API use? [partial]: Personal API keys share member/workspace spend limits and error on exhaustion; workspace API keys and workflow costs use separate limits. Sources: langdock:langdock:billing, langdock:langdock:extra.
mcp_server Does the product expose itself to other agents over MCP? [supported]: https://api.langdock.com/mcp exposes find_agent/ask_agent/ask_custom_agent under Agent API key scope; dedicated URL differs. Sources: langdock:langdock:mcp-server.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:workspace, langdock:langdock:knowledge, langdock:langdock:billing, langdock:langdock:extra, langdock:langdock: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.

Daily work

WORK-01 Clients and access points

Judgment rule: List web, desktop (Windows, macOS), iOS, Android, mobile browser and browser extension separately. For each, record login with company SSO, feature gaps against web, and MDM/Intune deployability. An installable app is different from a mobile website.

Langdock

Agent cross-checked Support: partial

Web, desktop and mobile clients are documented, with IT deployment guidance.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace, Langdock Windows/macOS desktop, Langdock iOS/Android; version=Public documentation checked 2026-10-21; plan=Business or contracted Enterprise workspace clients; the same subscription/approved models apply; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=Windows, macOS, iOS, Android.

Limitations

Native-client and SSO parity beyond the documented file limit was not tested. The source is installation guidance, not proof of a paid Enterprise-only client entitlement.

web Is a full web client available? [supported]: The core platform is a browser workspace. Sources: langdock:langdock:terms.
desktop_apps Windows and macOS apps? [supported]: Official Windows/macOS downloads use the same workspace and approved models as web. This is documented availability, not a hands-on parity test. Sources: langdock:langdock:desktop-product.
mobile_apps iOS and Android apps with SSO? [partial]: The vendor publishes iOS/Android clients and official store links. Mobile-specific SSO and managed-access compatibility were not independently tested. Sources: langdock:langdock:mobile-rev2, langdock:langdock:mobile-product.
browser_extension Is there a browser extension or sidebar? [unknown]: Is there a browser extension or sidebar? Unknown. A general browser extension and exhaustive mobile/SSO/Intune parity matrix were not established.
managed_deployment Can IT deploy and configure clients through MDM? [partial]: Windows machine-wide MSIX/Intune and deployment kits are documented. macOS PKG/DMG works with Jamf, Kandji and Intune. These are client installation methods; separate mobile MAM/dedicated entitlements are not established by this finding. Sources: langdock:langdock:desktop-rev2.
client_feature_gaps Which features are missing on mobile? [partial]: Mobile permits five files per message versus 50 on web; other parity gaps were not tested. Sources: langdock:langdock:file-count.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:terms, langdock:langdock:desktop-product, langdock:langdock:mobile-rev2, langdock:langdock:mobile-product, langdock:langdock:desktop-rev2, langdock:langdock:file-count.

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.

WORK-02 Office suite and Teams integration

Judgment rule: Record presence inside Word, Excel, PowerPoint, Outlook and Teams (and Google Docs, Gmail), with what the assistant can do in each: read the open document, write into it, act on mail. Record extra licences and admin consent needed. A connector that searches Office files is KNOW-03, not WORK-02.

Langdock

Agent cross-checked Support: partial

Excel and Outlook add-ins and a Teams bot are documented; broad Office-suite coverage is not inferred.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock Excel and Outlook add-ins, Langdock Teams bot; version=Public documentation checked 2026-10-26; plan=Business or Enterprise workspace; Outlook available on paid plans/trials, Excel/Teams require workspace-admin enablement; add_ons=Compatible Microsoft licences not priced; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

word_excel_powerpoint: Excel add-in reads/writes workbooks with formulas/charts; no Word or PowerPoint add-in was established.
licence_prerequisites: Excel web/Windows/Mac version matrix and Outlook Exchange Online requirement are explicit; workspace admin access controls apply and extra M365 seat costs were not priced.
Unverified google_workspace_apps: Google in-editor apps were not established; Google content integrations are recorded separately.

word_excel_powerpoint Does it work inside Word, Excel and PowerPoint? [partial]: Excel add-in reads/writes workbooks with formulas/charts; no Word or PowerPoint add-in was established. Sources: langdock:langdock:excel.
outlook Does it work inside Outlook? [supported]: Outlook reads connected mailbox/calendar and edits drafts; sending requires a requested action and confirmation. Exchange Online is required. Sources: langdock:langdock:outlook-rev2, langdock:langdock:outlook-marketplace.
teams Is there a Teams app or bot? [supported]: Admin-installed Teams bot supports private chat and collaborative channel mentions. Sources: langdock:langdock:teams, langdock:langdock:teams-20261026.
google_workspace_apps Does it work inside Docs, Sheets or Gmail? [unknown]: Does it work inside Docs, Sheets or Gmail? Unknown. Google in-editor apps were not established; Google content integrations are recorded separately. Rechecked 2026-10-26 in Outlook Add-in, Excel Add-in, How to use the Teams Bot. The Teams Markdown guide was retrieved with HTTP 200; Google in-editor app coverage remains undocumented in these sources.
licence_prerequisites Which licences or consents are needed? [partial]: Excel web/Windows/Mac version matrix and Outlook Exchange Online requirement are explicit; workspace admin access controls apply and extra M365 seat costs were not priced. Sources: langdock:langdock:excel, langdock:langdock:outlook-rev2, langdock:langdock:teams, langdock:langdock:outlook-marketplace, langdock:langdock:teams-20261026.

Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-25. Sources: langdock:langdock:excel, langdock:langdock:outlook-rev2, langdock:langdock:outlook-marketplace, langdock:langdock:teams, langdock:langdock:outlook-rev2-20261026, langdock:langdock:outlook-admin-20261026, langdock:langdock:pricing-20261026, langdock:langdock:excel-20261026, langdock:langdock:teams-20261026.

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.

WORK-03 Translation and writing

Judgment rule: Record document translation preserving layout, the translation engine (LLM or dedicated such as DeepL), glossaries, formality control, supported languages including Swiss German conventions (no ß), and rewriting/proofreading tools. Translate the shared German contract into French and Italian and record layout and glossary results.

Langdock

Agent cross-checked Support: partial

DeepL integration offers document translation and glossaries; end-to-end layout quality is untested.

Limitations

document_translation: Native DeepL integration lists document translation; its supported layout guarantees were not verified in a trial.
glossaries: DeepL integration lists glossary management; full enterprise glossary rollout was not tested.
Unverified formality_and_variants: Formality/de-CH configuration and DE-to-FR/IT layout-preservation fixtures remain unverified.

document_translation Can whole documents be translated with formatting kept? [partial]: Native DeepL integration lists document translation; its supported layout guarantees were not verified in a trial. Sources: langdock:langdock:integrations.
translation_engine Which engine translates? [supported]: The dedicated DeepL integration uses the customer DeepL API key; ordinary chat rewriting uses the chosen model. Sources: langdock:langdock:integrations.
glossaries Are company glossaries supported? [partial]: DeepL integration lists glossary management; full enterprise glossary rollout was not tested. Sources: langdock:langdock:integrations.
formality_and_variants Can formality and regional variants (de-CH) be set? [unknown]: Can formality and regional variants (de-CH) be set? Unknown. Formality/de-CH configuration and DE-to-FR/IT layout-preservation fixtures remain unverified.
writing_tools Are dedicated rewrite and proofreading tools available? [supported]: DeepL integration includes writing polish; Document Editor supports selected-text and whole-document AI edits. Sources: langdock:langdock:integrations, langdock:langdock:editor.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:integrations, langdock:langdock:editor.

Perplexity Enterprise

Agent cross-checked Support: partial

Office add-ins provide rewriting; a dedicated controlled document translation system was not established.

Limitations

Remaining atomic gaps: document_translation, translation_engine, glossaries, formality_and_variants.

document_translation Can whole documents be translated with formatting kept? [unknown]: Unknown for document_translation. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved.
translation_engine Which engine translates? [unknown]: Unknown for translation_engine. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved.
glossaries Are company glossaries supported? [unknown]: Unknown for glossaries. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved.
formality_and_variants Can formality and regional variants (de-CH) be set? [unknown]: Unknown for formality_and_variants. The Office integration documents rewriting, but no dedicated document-translation service preserving layout, named translation engine, managed glossary or de-CH control matrix was retrieved.
writing_tools Are dedicated rewrite and proofreading tools available? [partial]: Word/Outlook add-ins draft, rewrite, summarise and format in place. A separate proofreading service and measured quality were not established. Sources: perplexity:perplexity:p-office.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-office.

WORK-04 Image generation and editing

Judgment rule: Record available image models, editing (inpainting, reference images), admin control and per-image cost visibility, and licence or usage terms for generated images.

Langdock

Agent cross-checked Support: partial

Image generation and model-specific editing are documented with workspace controls.

Limitations

image_generation: Image-generation tool invokes a chosen available image model; dated September release names EU GPT-Image 2.5 Flare and Sunburst.
image_editing: The release describes image editing and BYOK model setup has an image-editing capability flag; exhaustive per-model editing limits were not verified.
usage_terms: As between customer/vendor, customer content rights belong to the customer; third-party model terms and rights restrictions remain applicable.

image_generation Can users generate images, with which models? [partial]: Image-generation tool invokes a chosen available image model; dated September release names EU GPT-Image 2.5 Flare and Sunburst. Sources: langdock:langdock:images, langdock:langdock:changes.
image_editing Can users edit uploaded images? [partial]: The release describes image editing and BYOK model setup has an image-editing capability flag; exhaustive per-model editing limits were not verified. Sources: langdock:langdock:changes, langdock:langdock:byok-models.
admin_control Can admins restrict image generation? [supported]: Workspace admins can disable image generation and manage available models. Sources: langdock:langdock:workspace.
usage_terms What usage rights apply to output? [partial]: As between customer/vendor, customer content rights belong to the customer; third-party model terms and rights restrictions remain applicable. Sources: langdock:langdock:terms.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:images, langdock:langdock:changes, langdock:langdock:byok-models, langdock:langdock:workspace, langdock:langdock:terms.

Perplexity Enterprise

Agent cross-checked Support: partial

Perplexity offers image generation with explicit enterprise commercial-use permission.

Limitations

Remaining atomic gaps: admin_control.

image_generation Can users generate images, with which models? [supported]: Guide lists GPT Image 1, Nano Banana, Seedream 4.5 and Auto; Nano Banana Pro on Max/Enterprise Max. Models and rolling limits may change. Sources: perplexity:perplexity:p-image.
image_editing Can users edit uploaded images? [partial]: Follow-up edits and regeneration count as new generations. Exact uploaded-image editing operations were not tested. Sources: perplexity:perplexity:p-image.
admin_control Can admins restrict image generation? [unknown]: Unknown for admin_control. Image generation and enterprise commercial use are documented. Exact admin image-feature permissions and every uploaded-image edit operation were not tested.
usage_terms What usage rights apply to output? [supported]: Guide allows commercial use of Enterprise images. Terms assign output rights to the customer where law permits; third-party model terms can apply. Sources: perplexity:perplexity:p-image, perplexity:perplexity:p-terms-gb.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-image, perplexity:perplexity:p-terms-gb.

WORK-05 Voice and meetings

Judgment rule: Record dictation, read-aloud, live voice conversation, meeting transcription and summarisation, supported languages including Swiss German speech, and where audio is processed.

Langdock

Agent cross-checked Support: partial

Audio/meeting-source integrations are documented; live voice and Swiss German remain unverified.

Limitations

read_aloud: ElevenLabs integration offers text-to-speech using a customer API key; this is not a guaranteed native read-aloud control.
meeting_summaries: Google Meet/Zoom and ElevenLabs integrations can retrieve transcripts; source recordings and processing depend on the connected service. No native meeting-bot transcription fixture was run.
Unverified dictation, voice_conversation, swiss_german_speech: Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.

dictation Can users dictate prompts? [unknown]: Can users dictate prompts? Unknown. Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.
read_aloud Can answers be read aloud? [partial]: ElevenLabs integration offers text-to-speech using a customer API key; this is not a guaranteed native read-aloud control. Sources: langdock:langdock:integrations.
voice_conversation Is a live voice mode available? [unknown]: Is a live voice mode available? Unknown. Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.
meeting_summaries Are meetings transcribed and summarised? [partial]: Google Meet/Zoom and ElevenLabs integrations can retrieve transcripts; source recordings and processing depend on the connected service. No native meeting-bot transcription fixture was run. Sources: langdock:langdock:integrations.
swiss_german_speech Is Swiss German speech recognised? [unknown]: Is Swiss German speech recognised? Unknown. Dictation, native live voice, audio processing-region mapping and Swiss German recognition were not established in the user guide or client pages.

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

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.

WORK-06 Data analysis and document output

Judgment rule: Record code execution for data analysis, charts, and generation of downloadable Word, Excel, PowerPoint and PDF files. Analyse the fixture Excel and request a PowerPoint summary. Record where code runs and whether files are editable.

Langdock

Agent cross-checked Support: partial

File analysis, charts and editable document generation are documented; execution-location detail is incomplete.

Limitations

data_analysis: The data-analysis guide documents spreadsheet metrics/calculations; exact executed-code sandbox/model configuration was not verified.
canvas_editing: Document Editor replaces Canvas; it exports Markdown/Word/PDF but cannot directly edit imported Word/PDF files.

data_analysis Can it analyse spreadsheets with executed code? [partial]: The data-analysis guide documents spreadsheet metrics/calculations; exact executed-code sandbox/model configuration was not verified. Sources: langdock:langdock:analysis.
charts Can it produce charts? [supported]: Charts and downloadable chart images are supported in the guide. Sources: langdock:langdock:analysis.
office_file_output Can it create Word, Excel or PowerPoint files? [supported]: Analysis lists Excel/CSV/Word/PDF/JSON; changelog and agent file templates also describe PowerPoint. Sources: langdock:langdock:analysis, langdock:langdock:changes.
canvas_editing Is there a document or canvas editor for iterating on output? [partial]: Document Editor replaces Canvas; it exports Markdown/Word/PDF but cannot directly edit imported Word/PDF files. Sources: langdock:langdock:editor.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:analysis, langdock:langdock:changes, langdock:langdock:editor.

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.

WORK-07 Sharing and team spaces

Judgment rule: Record chat sharing (link, user, group), shared projects or team spaces, channels or group chat with AI, and commenting. Test sharing a chat with a colleague in another group and record what the recipient sees, including knowledge they lack access to.

Langdock

Agent cross-checked Support: partial

Shared projects expose chats/files, and Teams channels support group interaction.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace, Langdock Teams bot; version=Public documentation checked 2026-10-21; plan=Business/Enterprise workspace sharing; Teams bot requires workspace-admin setup and Microsoft tenant installation; add_ons=Microsoft Teams access; bot installed and permitted by tenant admin; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

Unverified share_permission_boundary: No cross-group source-boundary sharing fixture was run; project sharing does not by itself prove permission-safe redistribution of generated answers.

share_chats Can chats be shared inside the organisation? [supported]: Workspace chat-link sharing is managed under account shared chats. Sources: langdock:langdock:account.
team_spaces Are shared projects or workspaces available? [supported]: Projects shared with users/groups include all current and future project chats, files and instructions; cannot share a project to the whole workspace. Sources: langdock:langdock:projects.
group_chat Can several people chat together with the AI? [supported]: Teams channel threads allow several people to participate with @Langdock. Sources: langdock:langdock:teams.
share_permission_boundary Does sharing respect the recipient's access to sources? [unknown]: Does sharing respect the recipient's access to sources? Unknown. No cross-group source-boundary sharing fixture was run; project sharing does not by itself prove permission-safe redistribution of generated answers.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:account, langdock:langdock:projects, langdock:langdock:teams.

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.

WORK-08 Interface languages and accessibility

Judgment rule: Record UI languages, focusing on German, French, Italian and English, with translation quality observed (complete, partial, machine-translated). Record response language handling and WCAG conformance statements.

Langdock

Agent cross-checked Support: partial

Five interface languages are documented; quality and accessibility have not been audited.

Limitations

Unverified dach_language_quality, accessibility_statement, admin_ui_languages: No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.

ui_languages Which UI languages are offered? [supported]: English, German, Spanish, French and Italian are listed in Account Preferences. Sources: langdock:langdock:account.
dach_language_quality Are German, French and Italian UIs complete and natural? [unknown]: Are German, French and Italian UIs complete and natural? Unknown. No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.
accessibility_statement Is there a WCAG conformance statement? [unknown]: Is there a WCAG conformance statement? Unknown. No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.
admin_ui_languages Is the admin interface available in German? [unknown]: Is the admin interface available in German? Unknown. No authenticated language-quality/admin-translation inspection or WCAG conformance report was established.

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

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.

Administration and governance

ADM-01 Single sign-on and authentication

Judgment rule: Record SAML, OIDC, Microsoft Entra ID, Google, LDAP, MFA enforcement, conditional-access compatibility, domain verification and plan restrictions. Test one SSO login on a trial where possible.

Langdock

Agent cross-checked Support: partial

Business includes SAML SSO and verified domains; MFA relies on the identity provider.

Limitations

mfa: No standalone Langdock MFA; SAML identity provider enforces MFA.
Unverified conditional_access: OIDC/LDAP enterprise options and a tested Entra Conditional Access compatibility matrix were not established.

sso_protocols Which SSO protocols and identity providers work? [supported]: SAML 2.0 with Entra ID, Google Workspace and Okta; account docs also name Google/Microsoft SSO. Sources: langdock:langdock:saml, langdock:langdock:account.
sso_plan Which plan includes SSO? [supported]: Business up to 1000 users includes SSO, SCIM and SAML. Sources: langdock:langdock:billing.
mfa Can MFA be enforced? [partial]: No standalone Langdock MFA; SAML identity provider enforces MFA. Sources: langdock:langdock:saml.
conditional_access Do Entra conditional-access policies apply? [unknown]: Do Entra conditional-access policies apply? Unknown. OIDC/LDAP enterprise options and a tested Entra Conditional Access compatibility matrix were not established.
domain_capture Can the company claim its email domain? [supported]: Join by domain and verified email domains are prerequisites for SAML; SAML remains required on those verified domains. Sources: langdock:langdock:saml.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:saml, langdock:langdock:account, langdock:langdock:billing.

Perplexity Enterprise

Agent cross-checked Support: partial

Paid Enterprise SSO and DNS-verified domains exist; enforcement details need a tenant check.

Limitations

Remaining atomic gaps: mfa, conditional_access.

sso_protocols Which SSO protocols and identity providers work? [partial]: Enterprise material names SAML SSO; setup permits one identity provider by default. Exact protocol versions and OIDC support matrix were not retrieved. Sources: perplexity:perplexity:p-hub-faq, perplexity:perplexity:p-sso.
sso_plan Which plan includes SSO? [supported]: SSO is available for paid organisations, scoped here to Enterprise Pro/Max. Sources: perplexity:perplexity:p-sso.
mfa Can MFA be enforced? [unknown]: Unknown for mfa. Paid SSO and DNS domain verification are documented. Exact supported protocol versions, customer-enforced MFA and Entra conditional-access behavior were not verified.
conditional_access Do Entra conditional-access policies apply? [unknown]: Unknown for conditional_access. Paid SSO and DNS domain verification are documented. Exact supported protocol versions, customer-enforced MFA and Entra conditional-access behavior were not verified.
domain_capture Can the company claim its email domain? [partial]: Admins verify domains by DNS TXT. Users must be invited for SSO; verification does not establish capture of every personal account on that domain. Sources: perplexity:perplexity:p-sso.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-hub-faq, perplexity:perplexity:p-sso.

ADM-02 User provisioning and lifecycle

Judgment rule: Record SCIM, just-in-time provisioning, group sync from the identity provider, deprovisioning effects (chats, assistants, knowledge ownership transfer) and licence assignment. Deprovision a test user and record what happens to their content.

Langdock

Agent cross-checked Support: partial

SCIM synchronizes users/groups and preserves functioning ownerless agents.

Limitations

deprovisioning: Entra Update removes unassigned/blocked/soft-deleted memberships when enabled. Agents become unassigned, continue to work and need a new owner before editing; sync-folder owner removal can interrupt refresh.
seat_assignment: Admins assign roles/plans in member management; exact reclaimed-seat billing rules depend on subscription.
Unverified jit_provisioning: Just-in-time first-login provisioning and complete user-chat/knowledge ownership effects were not tested or fully specified.

scim Is SCIM provisioning supported? [supported]: SCIM 2.0 via Entra, with prior SAML and verified domains. Sources: langdock:langdock:scim.
group_sync Are identity-provider groups synced? [supported]: Entra SCIM group sync is documented and can be disabled; default group roles are separately configurable. Sources: langdock:langdock:scim-entra, langdock:langdock:workspace.
jit_provisioning Are users created at first login? [unknown]: Are users created at first login? Unknown. Just-in-time first-login provisioning and complete user-chat/knowledge ownership effects were not tested or fully specified.
deprovisioning What happens to a removed user's data and shared assets? [partial]: Entra Update removes unassigned/blocked/soft-deleted memberships when enabled. Agents become unassigned, continue to work and need a new owner before editing; sync-folder owner removal can interrupt refresh. Sources: langdock:langdock:scim-entra, langdock:langdock:leaver, langdock:langdock:sync.
seat_assignment Can admins assign and reclaim seats? [partial]: Admins assign roles/plans in member management; exact reclaimed-seat billing rules depend on subscription. Sources: langdock:langdock:workspace.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:scim, langdock:langdock:scim-entra, langdock:langdock:workspace, langdock:langdock:leaver, langdock:langdock:sync.

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.

ADM-03 Roles, groups and feature permissions

Judgment rule: Record admin roles, delegated admins, groups, per-feature permissions (web search, image generation, connectors, file upload, agents), separation of subsidiaries or departments, and enforcement. Test one disabled feature for one group.

Langdock

Agent cross-checked Support: partial

System/custom roles and delegated groups govern product and action permissions.

Limitations

feature_toggles: Role permissions plus integration/action sharing can target people/groups. Global chat/agent capabilities include search, images and file work; universal per-group toggle parity was not established.
Unverified multi_entity: Subsidiary/contract-level isolation beyond group and workspace boundaries was not established.

admin_roles Which admin roles exist, and can admin rights be delegated? [supported]: Member, Editor, Admin, up to five custom roles and extra permissions; group admins are separate from workspace admins. Sources: langdock:langdock:roles.
groups Can permissions be set per group? [supported]: Groups can be SCIM-synced, admin-created or user-created if allowed; group rights and resources are distinct from system roles. Sources: langdock:langdock:workspace.
feature_toggles Which features can be switched on or off per group? [partial]: Role permissions plus integration/action sharing can target people/groups. Global chat/agent capabilities include search, images and file work; universal per-group toggle parity was not established. Sources: langdock:langdock:roles, langdock:langdock:actions, langdock:langdock:workspace.
multi_entity Can subsidiaries or departments be separated within one contract? [unknown]: Can subsidiaries or departments be separated within one contract? Unknown. Subsidiary/contract-level isolation beyond group and workspace boundaries was not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:roles, langdock:langdock:workspace, langdock:langdock:actions.

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.

ADM-04 Usage and adoption analytics

Judgment rule: Record dashboards for active users, usage by feature, model, group and assistant, export, and privacy controls (aggregation, pseudonymisation, works-council-friendly settings). Distinguish aggregate adoption metrics from per-person monitoring.

Langdock

Agent cross-checked Support: supported

Analytics and exports cover adoption and consumption with user-detail controls.

adoption_dashboard Is there an adoption dashboard? [supported]: Active users, message trends, agent/group counts and leaderboards are documented. Sources: langdock:langdock:workspace.
breakdowns Can usage be broken down by group, model, feature and assistant? [supported]: Products, models, users, groups, API keys, agents, workflows, projects and add-ins have dashboard/export breakdowns. Sources: langdock:langdock:workspace, langdock:langdock:exports.
export Can usage data be exported? [supported]: CSV and Usage Export API, up to 12 months, one million rows per export and 15-minute generation limit. Sources: langdock:langdock:exports.
privacy_modes Can per-person reporting be limited or pseudonymised? [supported]: User-level data toggle omits listed identifying fields from CSV; whole analytics can be disabled via support. Sources: langdock:langdock:exports, langdock:langdock:workspace.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:workspace, langdock:langdock:exports.

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.

ADM-05 Spend controls and cost allocation

Judgment rule: Record cost visibility per user, group and cost centre, budgets and their behaviour (alert, block, downgrade model), pooled credits, and chargeback exports. Test a small budget on a trial where possible. Distinguish billed amounts, estimates and unavailable amounts.

Langdock

Agent cross-checked Support: partial

Chat/BYOK, workspace API and workflows have separate spend controls.

Limitations

budget_enforcement: Chat/agents fall back; personal API errors; workflow AI runs stop. Current response overshoot, unpriced models and excluded backbone/workspace API/workflow costs limit a single-budget interpretation.
chargeback: Usage CSV/API include cost and department/company grouping fields; a full accounting chargeback integration was not established.

cost_visibility Can admins see cost or consumption per user and group? [supported]: BYOK analytics show estimated USD from configured custom-model rates; API/extra usage has billed costs. These can differ from provider invoices. Sources: langdock:langdock:workspace, langdock:langdock:byok.
budgets Can budgets be set per user or group? [supported]: Workspace, plan, group, user and agent BYOK limits; personal extra limits; workflow workspace and individual limits. Sources: langdock:langdock:byok-limits, langdock:langdock:extra, langdock:langdock:workflow-limits.
budget_enforcement Does reaching a budget alert, block or downgrade? [partial]: Chat/agents fall back; personal API errors; workflow AI runs stop. Current response overshoot, unpriced models and excluded backbone/workspace API/workflow costs limit a single-budget interpretation. Sources: langdock:langdock:extra, langdock:langdock:byok-limits, langdock:langdock:workflow-limits.
chargeback Can costs be exported per cost centre? [partial]: Usage CSV/API include cost and department/company grouping fields; a full accounting chargeback integration was not established. Sources: langdock:langdock:exports.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:workspace, langdock:langdock:byok, langdock:langdock:byok-limits, langdock:langdock:extra, langdock:langdock:workflow-limits, langdock:langdock:exports.

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.

ADM-06 Audit logs and compliance export

Judgment rule: Record which events are logged (logins, admin changes, prompts, responses, file access, connector queries), retention, export or SIEM streaming, and eDiscovery/legal hold. Use the word audit only with a defined retention and integrity model.

Langdock

Agent cross-checked Support: partial

Enterprise dedicated deployment documents separate administrative-event and conversation-content export APIs. Cloud content export requires workspace enablement and is outside this dedicated finding.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace, Langdock public APIs and agent MCP server; version=Public documentation checked 2026-10-26; plan=Enterprise dedicated deployment: administrative and resource APIs plus separately enabled Compliance API; Business Cloud outside this finding; add_ons=Dedicated Enterprise deployment and relevant API scopes; Compliance API deployment enablement; deployment_mode=dedicated-instance; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

Audit events, usage rows and conversation-content exports are distinct API functions. The dedicated-deployment behavior is not universal Business Cloud availability.

admin_events Are admin and security events logged? [partial]: API logs workspace/model/role/skill/action/workflow changes and failed logins with actor/IP/diff; immutable storage guarantees were not verified. Sources: langdock:langdock:audit.
content_logging Can prompts and answers be retained for compliance, and is it configurable? [partial]: Dedicated deployments serve the Compliance API unless disabled for that deployment. A key with the Compliance API scope is required. Conversation message content and tool inputs/outputs are included only when include_message_content=true and include_action_results=true are both set. On Cloud the scope is hidden and requests return 404 until workspace enablement; Business Cloud entitlement is not inferred. Sources: langdock:langdock:compliance-rev2-20261026.
siem_export Can logs stream to a SIEM or be exported? [supported]: Cursor-paginated event API is documented for SIEM ingestion, under AUDIT_LOG_API scope. Sources: langdock:langdock:audit.
ediscovery Are eDiscovery and legal hold supported? [unknown]: Are eDiscovery and legal hold supported? Unknown. Native legal hold/eDiscovery and audit integrity guarantees were not established. Rechecked 2026-10-26 in Audit Logs API Overview, Export tool parameters and outputs.
log_retention How long are logs kept? [supported]: Administrative audit events have documented90-day retention. Conversation data follows the deployment workspace retention settings. A separate SaaS workflow pricing retention period is not asserted for this dedicated deployment. Sources: langdock:langdock:audit, langdock:langdock:workspace, langdock:langdock:pricing.

Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-25. Sources: langdock:langdock:audit, langdock:langdock:compliance-rev2, langdock:langdock:workspace, langdock:langdock:pricing, langdock:langdock:compliance-rev2-20261026, langdock:langdock:audit-20261026, langdock:langdock:workspace-20261026, langdock:langdock:pricing-20261026.

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.

ADM-07 Data loss prevention and personal data

Judgment rule: Record detection and handling of personal and confidential data before it reaches a model: redaction, masking, blocking, warning. Record integration with Purview, Netskope or similar, and whether filtering runs locally or at a third party. Send a fixture prompt with a Swiss AHV number and IBAN and record the outcome.

Langdock

Agent cross-checked Support: partial

Purview source filtering is documented; generic prompt/file PII redaction remains unverified.

Limitations

dlp_integration: Request-enabled Purview label policy can withhold content before AI access for supported Microsoft integrations, with substantial documented exclusions.
filter_location: The label check runs in Langdock integration code before permitted content reaches the AI; it is not a generic AHV/IBAN detector.
Unverified pii_detection, pii_action, custom_patterns: The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.

pii_detection Is personal data detected in prompts and files? [unknown]: Is personal data detected in prompts and files? Unknown. The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.
pii_action Is it redacted, masked, blocked or only warned? [unknown]: Is it redacted, masked, blocked or only warned? Unknown. The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.
custom_patterns Can admins add custom patterns or terms? [unknown]: Can admins add custom patterns or terms? Unknown. The full documentation indexes and official PII/redaction search did not establish generic detection, redaction behavior or configurable sensitive-number patterns; no AHV/IBAN fixture was run.
dlp_integration Does it integrate with an existing DLP product? [partial]: Request-enabled Purview label policy can withhold content before AI access for supported Microsoft integrations, with substantial documented exclusions. Sources: langdock:langdock:labels.
filter_location Where does filtering run? [partial]: The label check runs in Langdock integration code before permitted content reaches the AI; it is not a generic AHV/IBAN detector. Sources: langdock:langdock:labels.

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

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.

ADM-08 AI policy and guardrails

Judgment rule: Record organisation-wide system instructions, acceptable-use notices and acknowledgement, content filters, topic restrictions, AI-output labelling, and admin visibility of policy violations. Separate enforced policy from instructions the model is expected to follow.

Langdock

Agent cross-checked Support: partial

Instructions, disclaimers and agent compliance checks exist; prompt-level topic enforcement remains incomplete.

Limitations

org_instructions: Company description supplies up to 10000 characters in regular chats; agent/project instructions replace that field.
usage_notice: Admins can set chat/folder disclaimers and custom guidance links; required acceptance is not established.
content_filters: Governance rules evaluate agent configurations when created/published, not every prompt; failure can lead to manual flag/disable.
violation_reporting: Rule severity/results and per-rule failure analytics are visible in Governance; runtime prompt-policy reporting was not established.

org_instructions Can admins set organisation-wide instructions? [partial]: Company description supplies up to 10000 characters in regular chats; agent/project instructions replace that field. Sources: langdock:langdock:workspace.
usage_notice Can users be required to accept a usage policy? [partial]: Admins can set chat/folder disclaimers and custom guidance links; required acceptance is not established. Sources: langdock:langdock:workspace.
content_filters Are content filters configurable? [partial]: Governance rules evaluate agent configurations when created/published, not every prompt; failure can lead to manual flag/disable. Sources: langdock:langdock:gov.
violation_reporting Are policy hits visible to admins? [partial]: Rule severity/results and per-rule failure analytics are visible in Governance; runtime prompt-policy reporting was not established. Sources: langdock:langdock:gov.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:workspace, langdock:langdock:gov.

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.

Data protection and sovereignty

DATA-01 Hosting location and data residency

Judgment rule: Record country or region separately for chat storage, files and indexes, model inference, backups, logs and telemetry, and support access. Name the cloud provider. Record whether residency is default, a paid option or plan-dependent. "EU data boundary" programmes are recorded with their documented exceptions.

Langdock

Agent cross-checked Support: partial

Default Azure Frankfurt/EU storage and provider-specific inference are contractually distinguished.

Limitations

backups_logs_region: DPA Appendix 2 places Sentry diagnostic data in EU; full backup/telemetry physical region matrix was not disclosed.
swiss_hosting: Custom model setup allows CH region on some dedicated deployments, which does not prove end-to-end Swiss platform/support residency.
support_access_region: User-granted Support sharing expires after 72 hours and is unavailable on dedicated deployments; staff access geography is not specified.

storage_region Where are chats, files and indexes stored? [supported]: Terms Appendix 1 places files, prompts, outputs and embeddings in selected EU Azure data centres; Frankfurt named. Sources: langdock:langdock:terms.
inference_region Where do model calls run, per provider? [supported]: Azure, OpenAI, Google, AWS Bedrock and Mistral have described EU routes. Opt-in Global Azure/Google/AWS/OpenAI routes can infer worldwide, including US; default model enablement is EU only. Sources: langdock:langdock:terms, langdock:langdock:dpa, langdock:langdock:workspace.
backups_logs_region Where are backups, logs and telemetry? [partial]: DPA Appendix 2 places Sentry diagnostic data in EU; full backup/telemetry physical region matrix was not disclosed. Sources: langdock:langdock:dpa.
support_access_region From where can vendor staff access data? [partial]: User-granted Support sharing expires after 72 hours and is unavailable on dedicated deployments; staff access geography is not specified. Sources: langdock:langdock:account.
swiss_hosting Is Swiss hosting available? [partial]: Custom model setup allows CH region on some dedicated deployments, which does not prove end-to-end Swiss platform/support residency. Sources: langdock:langdock:byok-models.
residency_plan Which plan or option provides residency? [supported]: Standard multi-tenant uses EU Azure; global model activation is a controller instruction under DPA section 8. Sources: langdock:langdock:security, langdock:langdock:dpa.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:terms, langdock:langdock:dpa, langdock:langdock:workspace, langdock:langdock:byok-models, langdock:langdock:account, langdock:langdock:security.

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.

DATA-02 Deployment options

Judgment rule: Record multi-tenant SaaS, dedicated single-tenant instance, deployment in the customer's cloud account, on-premise and air-gapped as separate options with plan and availability. Record which features are missing in each mode, who operates it, and the documented seat or contract threshold for each mode, which can differ from the enterprise plan threshold (e.g. dedicated SaaS from 2,000 seats, own cloud from 5,000). A local-network connector or gateway that reaches on-prem data from a vendor-hosted platform is KNOW-03, not on-premise deployment.

Langdock

Agent cross-checked Support: partial

Deployment minimums differ from Enterprise subscription entry.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Standard SaaS; Enterprise 1000+; managed dedicated 2000+; own cloud/on-premise 5000+; add_ons=Deployment and operations quoted; deployment_mode=not specified; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

customer_cloud: Customer-cloud dedicated deployment from 5000+ seats; detailed operator and feature allocation are contract-specific.
on_premise: Custom Kubernetes via Helm from 5000+ seats; operator split and infrastructure requirements are not public here.
mode_feature_gaps: Dedicated lacks Support chat-sharing and password/profile editing in Langdock; other feature controls depend on deployment configuration. No exhaustive parity list was found.
Unverified air_gapped: Air-gapped operation was not established. Thresholds are not universal feature or pricing entitlements.

multi_tenant_saas Is a shared SaaS offered? [supported]: Standard multi-tenant SaaS is hosted on Microsoft Azure within EU. Sources: langdock:langdock:security.
dedicated_instance Is a dedicated single-tenant instance offered, from what size? [supported]: Langdock-managed single-tenant SaaS from 2000+ seats. Sources: langdock:langdock:security.
customer_cloud Can it run in the customer's own cloud account, from what size? [partial]: Customer-cloud dedicated deployment from 5000+ seats; detailed operator and feature allocation are contract-specific. Sources: langdock:langdock:security.
on_premise Can the whole platform run on customer infrastructure, from what size? [partial]: Custom Kubernetes via Helm from 5000+ seats; operator split and infrastructure requirements are not public here. Sources: langdock:langdock:security.
air_gapped Can it run without internet access? [unknown]: Can it run without internet access? Unknown. Air-gapped operation was not established. Thresholds are not universal feature or pricing entitlements.
mode_feature_gaps Which features are missing outside SaaS? [partial]: Dedicated lacks Support chat-sharing and password/profile editing in Langdock; other feature controls depend on deployment configuration. No exhaustive parity list was found. Sources: langdock:langdock:account, langdock:langdock:chat.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:security, langdock:langdock:account, langdock:langdock:chat.

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.

DATA-03 Training use and provider retention

Judgment rule: Record whether customer content trains vendor or provider models, by plan and default; zero-data-retention arrangements with model providers; abuse-monitoring retention and human review; and the model provider's terms that apply. A "no training" claim on a marketing page is `vendor-claimed` until the contract or DPA says so.

Langdock

Agent cross-checked Support: supported

Microsoft Azure model routes use the contract-described no-training and Modified Abuse Monitoring configuration. Other providers are outside this finding.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Business/Enterprise managed Microsoft Azure model routes only; BYOK and Fable/other-provider routes excluded; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Azure EU default; explicitly selected global Azure models may infer outside EU; os=not specified.

Limitations

Fable5/5.1 and direct/OpenAI image/file exceptions are outside this Azure-only scope; no platform-wide ZDR claim is made.

vendor_training Does the vendor train on customer content? [supported]: Terms section9 prohibits Langdock use of customer data for model development, training or improvement. Sources: langdock:langdock:terms-rev2.
provider_training Do model providers train on it under this product's contracts? [supported]: Appendix1 Microsoft Azure obligations exclude sharing customer prompts/files/embeddings with model developers and using them to train or improve models. Sources: langdock:langdock:terms-rev2.
provider_retention How long do model providers keep prompts, including for abuse monitoring? [supported]: For the scoped Microsoft Azure model route, Langdock states Modified Abuse Monitoring disables provider storage of prompts/outputs for abuse monitoring. Platform conversation storage is separate. Sources: langdock:langdock:terms-rev2.
zero_retention Is zero data retention available, and on which plan? [supported]: The Azure route has the Modified Abuse Monitoring zero-retention configuration described in Appendix1. This does not establish ZDR for arbitrary customer keys or other providers. Sources: langdock:langdock:terms-rev2.
human_review Can provider staff review content? [supported]: Appendix1 states Azure human abuse review of the scoped prompts/outputs is disabled by Modified Abuse Monitoring. Sources: langdock:langdock:terms-rev2.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:terms-rev2.

Perplexity Enterprise

Agent cross-checked Support: partial

Enterprise terms prohibit model training; per-provider retention and review are unverified.

Limitations

Remaining atomic gaps: provider_retention.

vendor_training Does the vendor train on customer content? [supported]: Enterprise terms 1.3.3 prohibit using customer content to train, retrain, fine-tune or improve generative AI. Nonpersonal/aggregated usage data can improve operations. Specific product terms control conflicts. Sources: perplexity:perplexity:p-terms-gb.
provider_training Do model providers train on it under this product's contracts? [supported]: Same clause prohibits authorising third parties to train on customer content. Provider contracts and retention exceptions were not inspected. Sources: perplexity:perplexity:p-terms-gb.
provider_retention How long do model providers keep prompts, including for abuse monitoring? [unknown]: Unknown for provider_retention. Enterprise no-training terms are explicit. Per-model abuse-monitoring retention, zero-retention add-ons and provider human-review rules were not retrieved.
zero_retention Is zero data retention available, and on which plan? [partial]: Enforced Incognito retains sessions/attachments for 24 hours. Provider-level zero-retention contracts or add-ons were not established. Sources: perplexity:perplexity:p-security-hub.
human_review Can provider staff review content? [partial]: Vendor documents just-in-time staff production access. Model-provider human-review rules remain unknown; absolute no-staff-access cannot be claimed. Sources: perplexity:perplexity:p-security.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-security-hub, perplexity:perplexity:p-security.

DATA-04 Retention and deletion

Judgment rule: Record default retention for chats, files, indexes and logs; admin-configured retention; user deletion; deletion after contract end; and deletion confirmation.

Langdock

Agent cross-checked Support: partial

Admins control chat retention; file cleanup depends on all remaining references.

Limitations

default_retention: No universal default duration is specified. File retention depends on recent files, chats, agents, folders or knowledge links; workflow pricing lists 30-day run retention.
user_deletion: Deleted chats become unavailable immediately; files belonging only to them are deleted at overnight cleanup. Files linked elsewhere remain; deleting a folder alone retains its files.

default_retention What is retained and for how long by default? [partial]: No universal default duration is specified. File retention depends on recent files, chats, agents, folders or knowledge links; workflow pricing lists 30-day run retention. Sources: langdock:langdock:retention, langdock:langdock:pricing.
admin_retention Can admins set retention periods? [supported]: Chat inactivity retention options are seven days, one/three/twelve months or forever, with daily irreversible deletion. Sources: langdock:langdock:workspace.
user_deletion Can users delete their chats and files permanently? [partial]: Deleted chats become unavailable immediately; files belonging only to them are deleted at overnight cleanup. Files linked elsewhere remain; deleting a folder alone retains its files. Sources: langdock:langdock:retention.
contract_end_deletion What is deleted at contract end, and when? [supported]: DPA section 11 requires deletion within 30 days of termination subject to legal retention, confirmation on request and export access until deletion. Sources: langdock:langdock:dpa.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:retention, langdock:langdock:pricing, langdock:langdock:workspace, langdock:langdock:dpa.

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.

DATA-05 Sub-processors and foreign-law exposure

Judgment rule: Record the published sub-processor list with countries, change-notification rules, the vendor's and parent company's jurisdiction, transfer mechanisms (EU-US Data Privacy Framework, Swiss-US DPF, SCCs) and the vendor's documented position on foreign government access requests (e.g. US CLOUD Act). Record facts, not a legal assessment.

Langdock

Agent cross-checked Support: partial

DPA publishes seven default subprocessors and conditional Global routes with transfer mechanisms.

Limitations

parent_jurisdiction: Langdock GmbH, Berlin, Germany is contracting entity. Parent-company ownership was not fully established.
government_access_policy: Confidentiality clause requires minimizing legally compelled disclosure and notifying where legally permitted; no separate request statistics/transparency report was found.

subprocessor_list Is a dated sub-processor list published? [supported]: DPA 2.1 Appendix 2 embeds the current named list; trust-centre subprocessor page needs client rendering and did not return text. Sources: langdock:langdock:dpa.
subprocessor_countries Which countries do sub-processors operate in? [supported]: Default entities: Microsoft Ireland, AWS EMEA Luxembourg, Google Cloud EMEA Ireland, OpenAI Ireland, Mistral France, Sentry US and Cloudflare US; default processing column is EU. Global opt-ins include worldwide/US inference and Azure EU storage. Sources: langdock:langdock:dpa.
change_notification Are customers notified of sub-processor changes? [supported]: At least 14 days before new/replaced subprocessor via public register and email only if subscribed; objection within 14 days of publication. Sources: langdock:langdock:dpa.
parent_jurisdiction Which jurisdiction governs the vendor and its parent? [partial]: Langdock GmbH, Berlin, Germany is contracting entity. Parent-company ownership was not fully established. Sources: langdock:langdock:terms.
transfer_mechanism Which transfer mechanism applies to non-EU/CH processing? [supported]: DPA lists EU-US/Swiss-US DPF, UK extension and EU/UK SCCs with Swiss addenda per provider; Global OpenAI lists EU/UK SCCs. Sources: langdock:langdock:dpa.
government_access_policy Is there a published government-access or transparency policy? [partial]: Confidentiality clause requires minimizing legally compelled disclosure and notifying where legally permitted; no separate request statistics/transparency report was found. Sources: langdock:langdock:terms.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:dpa, langdock:langdock:terms.

Perplexity Enterprise

Agent cross-checked Support: partial

The DPA defines subprocessors and change notices; full current country inventory remains a gap.

Limitations

Remaining atomic gaps: subprocessor_countries.

subprocessor_list Is a dated sub-processor list published? [partial]: DPA links the Trust Center list; full current dated rows were not extractable. Sources: perplexity:perplexity:p-dpa-gb.
subprocessor_countries Which countries do sub-processors operate in? [unknown]: Unknown for subprocessor_countries. The DPA links the Trust Center subprocessor list, whose full current dated contents were not extractable. Parent structure and each subprocessor country remain unverified.
change_notification Are customers notified of sub-processor changes? [supported]: Nonmodel subprocessors have ten business days' prior notice via list/in-product/email; email requires subscription, objections within five business days. Model changes get notice/list update; remedy is stop using that model. Sources: perplexity:perplexity:p-dpa-gb.
parent_jurisdiction Which jurisdiction governs the vendor and its parent? [partial]: Counterparty is Perplexity AI, Inc.; contract law is California. Ultimate parent and incorporation jurisdiction were not sourced. Sources: perplexity:perplexity:p-terms-gb.
transfer_mechanism Which transfer mechanism applies to non-EU/CH processing? [partial]: DPA incorporates EU SCC modules 2/3 and UK addendum, with Irish SCC law/courts and Irish DPC. Swiss-specific adaptations were not retrieved. Sources: perplexity:perplexity:p-dpa-gb.
government_access_policy Is there a published government-access or transparency policy? [partial]: DPA requires notice of binding law-enforcement requests where legally permitted. Transparency statistics and a broader challenge policy were not retrieved. Sources: perplexity:perplexity:p-dpa-gb.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb.

DATA-06 Contracts and regulatory coverage

Judgment rule: Record DPA availability and form (click-through, negotiable), reference to Swiss revDSG and GDPR, governing law and court, EU AI Act documentation (provider or deployer role, transparency materials), and sector-specific materials (FINMA outsourcing, banking secrecy, public sector). No compliance verdict.

Langdock

Agent cross-checked Support: partial

DPA automatically forms part of German-law terms; Swiss and sector materials need qualification.

Limitations

dpa: Terms section 16 automatically incorporates public DPA 2.1; nonstandard instructions require written amendment, and negotiability is not promised.
revdsg_gdpr: GDPR Article 28 governs; provider transfer table includes Swiss safeguards but a complete revDSG scope/addendum was not established.
ai_act_materials: Governance templates include EU AI Act/GDPR/security checks of agent definitions; these do not establish a complete product provider/deployer dossier.
sector_materials: Legal-links page advertises a Professional Secrecy Addendum in Trust Center; no FINMA package was obtained.

dpa Is a DPA available, and is it negotiable? [partial]: Terms section 16 automatically incorporates public DPA 2.1; nonstandard instructions require written amendment, and negotiability is not promised. Sources: langdock:langdock:terms, langdock:langdock:dpa.
revdsg_gdpr Does the DPA cover revDSG and GDPR? [partial]: GDPR Article 28 governs; provider transfer table includes Swiss safeguards but a complete revDSG scope/addendum was not established. Sources: langdock:langdock:dpa.
governing_law Which law and court govern the contract? [supported]: German law, Berlin exclusive jurisdiction; German language version binds over English translation. Sources: langdock:langdock:terms.
ai_act_materials Is EU AI Act documentation provided? [partial]: Governance templates include EU AI Act/GDPR/security checks of agent definitions; these do not establish a complete product provider/deployer dossier. Sources: langdock:langdock:pricing, langdock:langdock:gov.
sector_materials Are FINMA or other sector materials provided? [partial]: Legal-links page advertises a Professional Secrecy Addendum in Trust Center; no FINMA package was obtained. Sources: langdock:langdock:legal.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:terms, langdock:langdock:dpa, langdock:langdock:pricing, langdock:langdock:gov, langdock:langdock:legal.

Perplexity Enterprise

Agent cross-checked Support: partial

A public DPA and California Enterprise terms exist; DACH-specific regulatory packages are unknown.

Limitations

Remaining atomic gaps: ai_act_materials.

dpa Is a DPA available, and is it negotiable? [partial]: Public English DPA updated August 13, 2026, incorporated into Enterprise terms. Negotiability unknown. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb.
revdsg_gdpr Does the DPA cover revDSG and GDPR? [partial]: DPA expressly covers GDPR, UK privacy, SCCs and generic applicable privacy laws. Explicit revised Swiss DSG adaptation was not located. Sources: perplexity:perplexity:p-dpa-gb.
governing_law Which law and court govern the contract? [supported]: Enterprise agreement 11.1 chooses California law and San Francisco County state/federal courts. EU SCCs separately choose Irish law/courts. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-dpa-gb.
ai_act_materials Is EU AI Act documentation provided? [unknown]: Unknown for ai_act_materials. Current English Enterprise terms and DPA were retrieved. Negotiation terms, explicit revDSG addendum, EU AI Act package and FINMA sector materials were not retrieved.
sector_materials Are FINMA or other sector materials provided? [partial]: Security material describes HIPAA alignment. Full BAA/regulatory scope and FINMA material were not retrieved; alignment does not establish blanket healthcare suitability. Sources: perplexity:perplexity:p-security.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-security.

DATA-07 Certifications and attestations

Judgment rule: Record each certificate or report separately: ISO 27001, 27017, 27018, 27701, 42001; SOC 2 Type I/II with period; BSI C5; TISAX; national schemes. Record issuer, scope (which product and entity), validity and access route. A cloud provider's certificate does not certify the product.

Langdock

Agent cross-checked Support: partial

ISO 27001 and SOC 2 Type II are vendor claims pending certificate/report verification.

Limitations

iso_27001: Security page claims Langdock ISO 27001; issuer, exact scope and validity were not retrieved.
soc2: Security page claims SOC 2 Type II; report period/auditor/service scope was not retrieved.
report_access: Public legal-links page sends certificate/report requests to the Trust Center, which rendered no text in this access method.
pentest: Vendor describes frequent independent penetration testing; no test report or bounded result was retrieved.
Unverified c5, other_certifications: No C5, other product certificate, issuer-register verification or gated report was established.

iso_27001 ISO 27001 with scope and validity? [partial]: Security page claims Langdock ISO 27001; issuer, exact scope and validity were not retrieved. Sources: langdock:langdock:security.
soc2 SOC 2 type, period and covered service? [partial]: Security page claims SOC 2 Type II; report period/auditor/service scope was not retrieved. Sources: langdock:langdock:security.
c5 BSI C5 attestation? [unknown]: BSI C5 attestation? Unknown. No C5, other product certificate, issuer-register verification or gated report was established.
other_certifications Which other certificates (27701, 42001, TISAX)? [unknown]: Which other certificates (27701, 42001, TISAX)? Unknown. No C5, other product certificate, issuer-register verification or gated report was established.
report_access How can customers obtain reports? [partial]: Public legal-links page sends certificate/report requests to the Trust Center, which rendered no text in this access method. Sources: langdock:langdock:legal.
pentest Are independent penetration test summaries available? [partial]: Vendor describes frequent independent penetration testing; no test report or bounded result was retrieved. Sources: langdock:langdock:security.

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

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.

DATA-08 Encryption and key control

Judgment rule: Record encryption at rest and in transit, customer-managed keys (BYOK/HYOK), key location, and private networking (private link, IP allow-lists, VPN).

Langdock

Agent cross-checked Support: partial

Encryption and network restrictions are documented; customer key custody is not established.

Limitations

private_networking: CIDR IP allowlists block workspace login/use from unapproved networks; private-link endpoint availability was not established.
Unverified customer_managed_keys, tenant_isolation: Customer-managed encryption keys and exact shared-SaaS tenant isolation implementation were not established; LLM BYOK is a separate concept.

encryption_at_rest Is data encrypted at rest? [supported]: Vendor states AES-256 storage and TLS 1.2+ transport. Sources: langdock:langdock:security.
customer_managed_keys Can the customer manage or hold the keys? [unknown]: Can the customer manage or hold the keys? Unknown. Customer-managed encryption keys and exact shared-SaaS tenant isolation implementation were not established; LLM BYOK is a separate concept.
private_networking Is private connectivity or IP restriction available? [partial]: CIDR IP allowlists block workspace login/use from unapproved networks; private-link endpoint availability was not established. Sources: langdock:langdock:ip.
tenant_isolation How are customers separated in shared SaaS? [unknown]: How are customers separated in shared SaaS? Unknown. Customer-managed encryption keys and exact shared-SaaS tenant isolation implementation were not established; LLM BYOK is a separate concept.

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

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.

DATA-09 Professional secrecy

Judgment rule: For professional secrecy holders (Berufsgeheimnisträger: lawyers, doctors, auditors, tax advisers) under § 203 StGB (DE) and Art. 321 StGB (CH), record whether the vendor signs a contractual secrecy undertaking or a § 203 agreement that binds its staff and its sub-processors; whether this comes as a dedicated offering or a paid add-on, and on which plan; who can access content in plain text (vendor staff, sub-processors, model providers); and the documentation provided. A DPA or a no-training clause alone is not a secrecy undertaking. Banking secrecy and FINMA outsourcing belong to DATA-06, not here. Record contract facts, not a legal assessment.

Langdock

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

Profession-specific secrecy undertaking and add-on remain unknown; general confidentiality and scoped content-access controls do not establish §203 StGB or Art.321 StGB coverage.

Availability: unknown · Delivery: unknown
Scope: surfaces=Enterprise Ask, Projects and Search web client, Enterprise Computer cloud tasks and scheduled automation; version=not specified; plan=Enterprise Pro/Max; cloud Enterprise, with optional customer audit export; add_ons=none stated; deployment_mode=multi-tenant-saas; region=No profession-specific DE/CH contractual scope verified; deployment/provider regions follow the other scoped claims.; os=not specified.

Limitations

Contract facts only; no legal suitability assessment. No profession-specific commitment or paid option inferred from generic confidentiality, hosting, encryption or no-training terms.
Public, unauthenticated source pass only; no sales contact, NDA request or authenticated access-control test.

secrecy_undertaking Does the vendor sign a secrecy undertaking or § 203 StGB / Art. 321 StGB agreement covering its own staff? [unknown]: Unknown. Reviewed current English Enterprise terms, August13 DPA, Security Hub, security page and targeted first-party professional-secrecy searches. No §203 StGB or Art.321 StGB contract template or dedicated secrecy SKU was retrieved. No NDA or sales request was made. A DPA or no-training clause alone does not answer whether a profession-specific undertaking is signed.
subprocessor_coverage Does the undertaking extend to its sub-processors, and is that documented? [unknown]: Unknown. No retrieved §203/Art.321 undertaking establishes flow-down to all relevant subcontractors/model providers. General DPA confidentiality is not equivalent.
secrecy_offering Is it a dedicated offering or add-on, and on which plan? [unknown]: Unknown. No documented profession-specific plan, dedicated instance option or paid secrecy add-on and its entitlements/pricing were established.
content_access Who can access content in plain text: vendor staff, sub-processors, model providers? [partial]: Security material describes just-in-time vendor production access; DPA4.d requires confidentiality for people processing personal data. Eligible Enterprise audit exports include full queries/answers to customer endpoints. Per-provider plaintext access/retention and any profession-specific staff/subprocessor restrictions remain unverified. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-security, perplexity:perplexity:p-audit.
secrecy_documentation Is the offering publicly documented (contract template, data-flow description, professional-body guidance)? [unknown]: Unknown. Reviewed current English Enterprise terms, August13 DPA, Security Hub, security page and targeted first-party professional-secrecy searches. No §203 StGB or Art.321 StGB contract template or dedicated secrecy SKU was retrieved. No NDA or sales request was made. General data-flow/security pages are available but do not document such a secrecy offering.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-dpa-gb, perplexity:perplexity:p-security, perplexity:perplexity:p-audit.

Commercials and vendor

VEN-01 Pricing model and list prices

Judgment rule: Record pricing unit (per seat, per active user, usage-based, platform fee, hybrid), list prices per plan in original currency with date, included usage and credits, add-on prices (connectors, agents, image generation) and overage rates. Cite public prices or dated quotes. Per-seat versus usage is a fact, not a quality judgment.

Langdock

Agent cross-checked Support: partial

Business uses seats with included managed-chat usage; workflow/API and other add-ons are separate. An applicable Standard/BYOK licence tariff is not established.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Business Chat & Agents and optional modules; Enterprise quoted at1000+; applicable Standard/BYOK tariff unknown; add_ons=Workflows, Governance, API/Extra Usage; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

Inconsistent price representations are retained as a named price gap, not combined into a synthetic tariff.

pricing_unit What is the pricing unit? [supported]: Seat/month platform, per-workspace workflow packages, metered API/workflow AI/extra usage, optional per-seat Governance. Sources: langdock:langdock:pricing-rev2.
list_prices What are list prices per plan, with date and currency? [unknown]: Unknown applicable Standard/BYOK seat tariff. The public Business headline is EUR25 while the annual price breakdown starts at EUR23.20; billing docs refer to the same pricing page without reconciling them. Enterprise1000+ is quote-only. Prior hashed-calculator rates are excluded.
included_usage What usage is included? [partial]: Standard includes managed chat/agent usage under five-hour and weekly windows; Max has 5x. Precise numerical included cost budgets are not public. Starter includes 2500 workflow runs/month but no workflow model tokens. Sources: langdock:langdock:pricing-rev2, langdock:langdock:limits.
add_ons Which features cost extra? [partial]: Workflow Starter includes2500runs/month with AI tokens billed separately. The public add-on page lists40k/100k packages and Governance free until2027-01-01, then separately priced per base-plan seat. The applicable binding package/billing-period amounts are not established here. Sources: langdock:langdock:pricing-rev2.
overage What do usage beyond limits and premium models cost? [supported]: Extra usage is charged at API rates. Model page lists GPT-5 Mini EUR 0.22 input/1.78 output per million; workflow and API spend use separate caps. Sources: langdock:langdock:extra, langdock:langdock:models.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:pricing-rev2, langdock:langdock:limits, langdock:langdock:extra, langdock:langdock:models.

Perplexity Enterprise

Agent cross-checked Support: partial

Enterprise seats have public USD prices; Computer extras use credits with unpriced conversion.

Limitations

The partial atomic answers state their documentation or verification limits.

pricing_unit What is the pricing unit? [supported]: Per-seat monthly/annual subscription plus Computer credits and optional pool; API billed separately. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits.
list_prices What are list prices per plan, with date and currency? [supported]: Retrieved October 21, 2026: Enterprise Pro USD40/seat/month or USD400/year; Max USD325/month or USD3,250/year, excl tax. Potential 250+ discounts not assumed. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-terms-gb.
included_usage What usage is included? [supported]: Computer includes 500 credits/Pro seat/month or 15,000/Max, expiring each cycle. Ask/standard Search do not use these credits; session/file limits still apply. Sources: perplexity:perplexity:p-credits, perplexity:perplexity:p-entpro, perplexity:perplexity:p-filelimits.
add_ons Which features cost extra? [partial]: Admins purchase pooled credits/auto-refill after billing consent; API credits separate. Advanced roles/connector RBAC depend on managed contracts; separate prices unknown. Sources: perplexity:perplexity:p-credits, perplexity:perplexity:p-billing, perplexity:perplexity:p-roles.
overage What do usage beyond limits and premium models cost? [partial]: After individual credits, use draws purchased pool within the applicable cap. Dollar-per-credit/task tariff was not established; currency overage remains unknown. Sources: perplexity:perplexity:p-credits.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-entpro, perplexity:perplexity:p-filelimits, perplexity:perplexity:p-roles.

VEN-02 Scenario cost

Judgment rule: Price three workloads for 12 months: 200, 1,000 and 5,000 users with a disclosed light/regular/power usage mix, in CHF and EUR excluding VAT. Include licences, platform fees, add-ons, model usage and, for self-hosted options, a stated operating assumption. Separate fixed, variable, included and unknown costs. No invented discounts.

Langdock

Agent cross-checked Support: partial

All requested200/1000/5000-user totals are unknown because an applicable Business Standard tariff or Enterprise quote is not verified.

Availability: generally-available · Delivery: native
Scope: surfaces=Langdock hosted workspace; version=Public documentation checked 2026-10-21; plan=Business Standard up to1000 users; Enterprise1000+; all applicable scenario licence totals unknown; add_ons=none stated; deployment_mode=multi-tenant-saas; region=Azure EU default, with admin-enabled global model exceptions; os=not specified.

Limitations

ALM-14 shared cost assumptions v1.4, 2026-10-21:12months, list prices, excluding VAT;60/30/10 users at100/400/1500messages monthly,3000input+600output tokens/message. Only separately billed usage uses this token mix.
ECB2026-10-20 EUR1=USD1.1215=CHF0.9237. Unknown base/variable components prevent totals; no silent conversion.

cost_200 Year-one cost at 200 users? [unknown]: ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown total for200users over12months excluding VAT. No applicable Business Standard tariff is established from the conflicting headline/breakdown; Enterprise at1000+ is quote-only. No calculator-derived base floor or inferred discount is retained. Included managed-chat use is not separately billed by the token mix.
cost_1000 Year-one cost at 1,000 users? [unknown]: ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown total for1000users over12months excluding VAT. No applicable Business Standard tariff is established from the conflicting headline/breakdown; Enterprise at1000+ is quote-only. No calculator-derived base floor or inferred discount is retained. Included managed-chat use is not separately billed by the token mix.
cost_5000 Year-one cost at 5,000 users? [unknown]: ALM-14 shared cost assumptions v1.4, 2026-10-21. Unknown total for5000users over12months excluding VAT. No applicable Business Standard tariff is established from the conflicting headline/breakdown; Enterprise at1000+ is quote-only. No calculator-derived base floor or inferred discount is retained. Included managed-chat use is not separately billed by the token mix.
variable_share Which part depends on usage? [partial]: Managed Business chat includes model usage subject to usage limits. ExtraUsage,workflow/API,Governance and customer-provider BYOK bills are separate. Missing applicable tariff/allowance components remain unknown; no proxy substitutes for vendor-billed usage. Sources: langdock:langdock:billing, langdock:langdock:extra.
unknown_parts Which costs could not be priced? [partial]: Business Standard/BYOK applicable seat rate, Enterprise licence/deployment quote, workload-preserving overage and required modules/services are unknown. This prevents a verifiable EUR/CHF total. Sources: langdock:langdock:pricing-rev2, langdock:langdock:billing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:pricing-rev2, langdock:langdock:billing, langdock:langdock:extra, langdock:langdock:ecb-fx.

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.

VEN-03 Evaluation access

Judgment rule: Distinguish free tier, self-serve trial, sales-led pilot, paid proof of concept and open-source self-install. Record card requirement, duration, seat limit, and which features (SSO, connectors, admin) the trial includes. Map which shared scenarios can be run without sales approval.

Langdock

Agent cross-checked Support: partial

A seven-day self-serve business trial is advertised without a card.

Limitations

free_tier: Terms describe a time-limited trial that ends automatically; permanent business free access is not established.
trial_scope: Pricing says test all platform features, but enterprise deployments and optional enablement cannot be inferred; SAML/SCIM trial configuration was not run.
sales_gate: Base trial is self-serve; enterprise deployment and custom terms require an offer.

free_tier Is there a free tier for business use? [partial]: Terms describe a time-limited trial that ends automatically; permanent business free access is not established. Sources: langdock:langdock:terms.
self_serve_trial Is a self-serve business trial available? [supported]: Seven days, no card, EUR 5 model credit and team invitations. Sources: langdock:langdock:pricing.
trial_scope Do trials include SSO, connectors and admin features? [partial]: Pricing says test all platform features, but enterprise deployments and optional enablement cannot be inferred; SAML/SCIM trial configuration was not run. Sources: langdock:langdock:pricing.
sales_gate Does meaningful evaluation require sales contact? [partial]: Base trial is self-serve; enterprise deployment and custom terms require an offer. Sources: langdock:langdock:billing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:terms, langdock:langdock:pricing, langdock:langdock:billing.

Perplexity Enterprise

Agent cross-checked Support: partial

Enterprise self-serve subscriptions are available, but the vendor explicitly offers no self-serve trial.

Limitations

The partial atomic answers state their documentation or verification limits.

free_tier Is there a free tier for business use? [partial]: Individual Free access exists; Enterprise is paid. Free business governance entitlements were not established. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-sso.
self_serve_trial Is a self-serve business trial available? [unsupported]: FAQ expressly says no self-serve Enterprise Pro/Max trials. Assisted evaluation may be offered through sales; no contact made. Sources: perplexity:perplexity:p-billing.
trial_scope Do trials include SSO, connectors and admin features? [partial]: No self-serve trial. Assisted evaluation SSO, connector and admin entitlements remain unknown; individual Free cannot verify them. Sources: perplexity:perplexity:p-billing.
sales_gate Does meaningful evaluation require sales contact? [partial]: Paid self-serve purchase exists. Free Enterprise evaluation needs assistance per FAQ; advanced managed roles are sales-assisted. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-roles.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-models, perplexity:perplexity:p-sso, perplexity:perplexity:p-billing, perplexity:perplexity:p-roles.

VEN-04 Contract terms and pricing transparency

Judgment rule: Record minimum seats or commitment, contract length, monthly versus annual billing, price-change rules, cancellation and downgrade terms, and invoicing in CHF/EUR. Classify pricing as transparent, partially specified, quote-only or unknown, naming the missing fields. Quote-only pricing is a disclosed constraint.

Langdock

Agent cross-checked Support: partial

Monthly/annual contract defaults and EUR invoices are public; some pricing representations conflict.

Limitations

minimum_commitment: Calculator starts at one user and Business supports up to1000; Enterprise/deployment minimums differ.
local_invoicing: Langdock GmbH invoices EUR excl tax; contract specifies market-rate conversion of provider foreign-currency charges. CHF invoices were not established.
transparency_class: Partially specified public rates and usage rules; Enterprise quote-only and headline/calculator rates differ.

minimum_commitment What seat or spend minimum applies? [partial]: Calculator starts at one user and Business supports up to1000; Enterprise/deployment minimums differ. Sources: langdock:langdock:pricing, langdock:langdock:security.
contract_length What contract lengths are offered? [supported]: Monthly or annual; annual offers 20% reduction on Standard tiers. Sources: langdock:langdock:billing.
cancellation How can the contract be cancelled or reduced? [supported]: Terms specify seven-day notice before monthly end, fourteen days before annual/multiyear end; automatic monthly/12-month renewals; notices by text/email or platform. Sources: langdock:langdock:terms.
local_invoicing Can it be invoiced in CHF or EUR from a European entity? [partial]: Langdock GmbH invoices EUR excl tax; contract specifies market-rate conversion of provider foreign-currency charges. CHF invoices were not established. Sources: langdock:langdock:terms.
transparency_class Is pricing transparent, partial, quote-only or unknown? [partial]: Partially specified public rates and usage rules; Enterprise quote-only and headline/calculator rates differ. Sources: langdock:langdock:pricing, langdock:langdock:billing.

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

Perplexity Enterprise

Agent cross-checked Support: partial

Public USD monthly/annual plans coexist with managed contract pricing.

Limitations

The partial atomic answers state their documentation or verification limits.

minimum_commitment What seat or spend minimum applies? [partial]: Terms refer minimum seats to ordering documentation/account; no numeric minimum retrieved. The 50-seat feature qualifier is not a subscription minimum. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-billing.
contract_length What contract lengths are offered? [supported]: Monthly and annual billing; annual Pro USD400 and Max USD3,250 per seat. Sources: perplexity:perplexity:p-billing.
cancellation How can the contract be cancelled or reduced? [supported]: Removing users does not reduce billing. Admin reduces paid seats in Billing for next month/annual renewal without current-term refund; seat increases prorated immediately. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-terms-gb.
local_invoicing Can it be invoiced in CHF or EUR from a European entity? [partial]: Invoices/wire available. Terms specify USD and Perplexity AI, Inc.; European-entity EUR/CHF invoicing was not established. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-terms-gb.
transparency_class Is pricing transparent, partial, quote-only or unknown? [supported]: Partial. Seat prices and quotas public; advanced managed entitlements, Computer variable cost and premium partner costs unpriced here. Sources: perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-roles.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-billing, perplexity:perplexity:p-credits, perplexity:perplexity:p-roles.

VEN-05 Source licence

Judgment rule: Record licence per component (client, server, connectors, hosted extensions) and revision. Distinguish OSI open source, source-available with restrictions (branding clauses, user caps), and closed. Repository visibility is not a licence classification. Licences change between releases: record the current terms, and never carry a fork's historical licence over to the upstream product or the reverse.

Langdock

Agent cross-checked Support: partial

Commercial platform rights are proprietary and time-limited.

Limitations

licence_type: Terms grant a nonexclusive/nontransferable contract-term right, not an OSI source licence. Component-level connector/client licences are not enumerated.
branding_restrictions: Terms prohibit removing proprietary notices and reselling platform access; admin branding options do not transfer platform IP.
Unverified enterprise_features_closed: A public component-by-component source licence/current revision and distinct open/closed enterprise edition mapping were not established.

licence_type Which licence applies to each component? [partial]: Terms grant a nonexclusive/nontransferable contract-term right, not an OSI source licence. Component-level connector/client licences are not enumerated. Sources: langdock:langdock:terms.
branding_restrictions Do licence terms restrict branding or user counts? [partial]: Terms prohibit removing proprietary notices and reselling platform access; admin branding options do not transfer platform IP. Sources: langdock:langdock:terms.
enterprise_features_closed Are enterprise features in a separate closed edition? [unknown]: Are enterprise features in a separate closed edition? Unknown. A public component-by-component source licence/current revision and distinct open/closed enterprise edition mapping were not established.

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

Perplexity Enterprise

Agent cross-checked Support: partial

The Enterprise service is proprietary with a business-use subscription licence.

Limitations

The partial atomic answers state their documentation or verification limits.

licence_type Which licence applies to each component? [partial]: Nonexclusive, nontransferable, nonsublicensable business-use service licence; Perplexity/licensors retain IP. Complete component/model licence inventory not retrieved. Sources: perplexity:perplexity:p-terms-gb.
branding_restrictions Do licence terms restrict branding or user counts? [partial]: Named accounts limited to purchased seats; sharing accounts forbidden. White-label rights were not established. Sources: perplexity:perplexity:p-terms-gb.
enterprise_features_closed Are enterprise features in a separate closed edition? [partial]: Hosted Enterprise administration falls under the proprietary service agreement. This does not establish that every component is closed. Sources: perplexity:perplexity:p-terms-gb.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb.

VEN-06 Data export and exit

Judgment rule: Record admin export of chats, assistants, knowledge bases, prompts and audit logs, formats, export completeness, user self-export, and what survives contract end. Run an admin export on a trial. Exported chats alone do not make assistants and knowledge portable.

Langdock

Agent cross-checked Support: partial

Enterprise dedicated resource/configuration and conversation-content APIs document exports. A complete source/index/ACL workspace exit bundle has not been established.

Limitations

Configuration/file APIs are separate from conversation export. Dedicated Compliance API availability does not establish a Business Cloud entitlement.

chat_export Can admins export all chats? [partial]: The dedicated-deployment Compliance API documents paginated conversation/message exports. include_message_content=true adds messages; both it and include_action_results=true add tool arguments and outputs. A scoped key is required. Cloud workspaces need separate enablement and no Business Cloud entitlement is inferred. Sources: langdock:langdock:compliance-rev2-20261026.
assistant_export Can assistants and prompts be exported in a reusable format? [partial]: Agent API Get/Create migration exports configuration; attachments/skills must be handled separately and some fields/ownership do not transfer. Sources: langdock:langdock:migration.
knowledge_export Can knowledge bases and their sources be exported? [partial]: Knowledge Folder API can retrieve/list files; a complete original-source/index/ACL export bundle was not demonstrated. Sources: langdock:langdock:knowledge, langdock:langdock:knowledge-20261026.
export_format Are formats documented and machine-readable? [partial]: Agent and Compliance API JSON plus usage CSV/JSON are documented; this is not a one-click complete workspace export. Sources: langdock:langdock:compliance-rev2, langdock:langdock:migration, langdock:langdock:exports, langdock:langdock:exports-20261026.
post_termination_window How long can data be retrieved after termination? [supported]: DPA permits exports during contract and until deletion, which occurs no later than30 days after termination subject to legal retention. Sources: langdock:langdock:dpa.

Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-25. Sources: langdock:langdock:compliance-rev2, langdock:langdock:migration, langdock:langdock:knowledge, langdock:langdock:exports, langdock:langdock:dpa, langdock:langdock:compliance-rev2-20261026, langdock:langdock:migration-20261026, langdock:langdock:knowledge-20261026, langdock:langdock:exports-20261026, langdock:langdock:dpa-20261026.

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.

VEN-07 Support and service levels

Judgment rule: Record support channels, languages (German, French, Italian), hours and time zone, local or regional presence, documented response times, uptime SLA and credits, public status page and incident history. Popularity is not a reliability score.

Langdock

Agent cross-checked Support: partial

Berlin vendor support, public status history and a 99% monthly availability term are documented.

Limitations

support_channels: Support email is documented; Enterprise has custom account management/support, and rollout programmes have shared Teams/Slack channels.
uptime_sla: Terms promise at least99% monthly availability with defined exclusions and up to5h scheduled maintenance/month. Statutory remedy/credit procedure exists, but no fixed percentage-credit schedule is published.
Unverified support_languages: Contractual DE/FR/IT support languages, full hours/timezone and dedicated response/credit schedules were not established.

support_channels Which support channels are available on each plan? [partial]: Support email is documented; Enterprise has custom account management/support, and rollout programmes have shared Teams/Slack channels. Sources: langdock:langdock:billing, langdock:langdock:playbook.
support_languages Is support available in German, French or Italian? [partial]: The imprint says users and authorities can contact support@langdock.com in German and English. It does not specify contractual French or Italian support, hours or response times. Sources: langdock:langdock:imprint-20261026.
regional_presence Is there a DACH or Swiss entity, team or partner? [supported]: Langdock GmbH contracts from Berlin, Germany. Sources: langdock:langdock:terms.
uptime_sla Is there an uptime SLA with credits? [partial]: Terms promise at least99% monthly availability with defined exclusions and up to5h scheduled maintenance/month. Statutory remedy/credit procedure exists, but no fixed percentage-credit schedule is published. Sources: langdock:langdock:terms.
status_page Is there a public status page with history? [supported]: Public status separates app/API/Workflow/Integration history. Sources: langdock:langdock:status.

Checked 2026-10-26; agent cross-checked 2026-10-26; check again by 2026-12-25. Sources: langdock:langdock:billing, langdock:langdock:playbook, langdock:langdock:terms, langdock:langdock:status, langdock:langdock:imprint-20261026, langdock:langdock:terms-20261026, langdock:langdock:status-20261026.

Perplexity Enterprise

Agent cross-checked Support: partial

Public help, support contact and status exist; contractual service levels remain unknown.

Limitations

Remaining atomic gaps: support_languages, regional_presence, uptime_sla.

support_channels Which support channels are available on each plan? [partial]: Help/contact support and Enterprise email; Portable guide mentions in-product live chat. Response times and languages remain unverified. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-local.
support_languages Is support available in German, French or Italian? [unknown]: Unknown for support_languages. Public help and status exist, but contracted uptime credits, support languages and a Swiss/DACH delivery entity were not retrieved.
regional_presence Is there a DACH or Swiss entity, team or partner? [unknown]: Unknown for regional_presence. Public help and status exist, but contracted uptime credits, support languages and a Swiss/DACH delivery entity were not retrieved.
uptime_sla Is there an uptime SLA with credits? [unknown]: Unknown for uptime_sla. Public help and status exist, but contracted uptime credits, support languages and a Swiss/DACH delivery entity were not retrieved.
status_page Is there a public status page with history? [partial]: Public status covers website, app, Computer and API with a calendar. History completeness and contracted SLA were not audited. Sources: perplexity:perplexity:p-status-web.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-terms-gb, perplexity:perplexity:p-local, perplexity:perplexity:p-status-web.

VEN-08 Onboarding, training and adoption

Judgment rule: Record vendor-led onboarding, admin training, end-user training (live, e-learning, languages), use-case libraries, champion programmes, change-management materials and their cost. Distinguish included services from paid professional services and partner offerings.

Langdock

Agent cross-checked Support: partial

Rollout support starts at 250 licences; public learning material and champion guidance are available.

Limitations

onboarding_service: Dedicated rollout/workshops/shared channels are available from250 seats; exact included versus chargeable services depends on contract.
user_training: Public workshops have recordings/slides; the complete delivery-language and included-live-training matrix is not specified.
service_cost: Enterprise custom onboarding/support is quote-based; public per-workshop fees were not found.

onboarding_service Is guided onboarding included? [partial]: Dedicated rollout/workshops/shared channels are available from250 seats; exact included versus chargeable services depends on contract. Sources: langdock:langdock:playbook.
user_training Is end-user training offered, in which languages? [partial]: Public workshops have recordings/slides; the complete delivery-language and included-live-training matrix is not specified. Sources: langdock:langdock:training.
use_case_library Are role-based use cases and templates provided? [supported]: Playbook recommends role-specific prompts/agents and gives structured use-case discovery material. Sources: langdock:langdock:playbook.
adoption_programme Is there a champion or adoption programme? [supported]: Playbook includes department champions, follow-ups, hackathons and AI challenges. Sources: langdock:langdock:playbook.
service_cost Which services cost extra? [partial]: Enterprise custom onboarding/support is quote-based; public per-workshop fees were not found. Sources: langdock:langdock:billing.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: langdock:langdock:playbook, langdock:langdock:training, langdock:langdock:billing.

Perplexity Enterprise

Agent cross-checked Support: partial

Vendor guides and business task examples exist; included adoption services remain unpriced.

Limitations

Remaining atomic gaps: onboarding_service, user_training, adoption_programme, service_cost.

onboarding_service Is guided onboarding included? [unknown]: Unknown for onboarding_service. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established.
user_training Is end-user training offered, in which languages? [unknown]: Unknown for user_training. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established.
use_case_library Are role-based use cases and templates provided? [supported]: Computer and Microsoft integration guides give research, analysis, document and email examples. Skills provide reusable task instructions. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-office, perplexity:perplexity:p-skills.
adoption_programme Is there a champion or adoption programme? [unknown]: Unknown for adoption_programme. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established.
service_cost Which services cost extra? [unknown]: Unknown for service_cost. Public examples and help guides exist. Included onboarding, language-specific user training, champion programmes and separately priced adoption services were not established.

Checked 2026-10-21; agent cross-checked 2026-10-21; check again by 2026-12-20. Sources: perplexity:perplexity:p-computer, perplexity:perplexity:p-office, perplexity:perplexity:p-skills.

Sources

AI Models | Langdock langdock:langdock:models
Public model table lists current text models and EUR metered prices.
Provider tables · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Model Guide langdock:langdock:model-guide
Users select models or Auto routing; reasoning levels vary by model.
Selecting a Model, Auto and Thinking · documented · Source date not stated · Retrieved 2026-10-21
Advanced AI models included in subscriptions perplexity:perplexity:p-models
Lists current Enterprise Search models and user/automatic routing; availability depends on settings, rollout and region.
Enterprise table; modes and availability notes; snapshot October 17, 2026 · documented · Source date 2026-10-17 · Retrieved 2026-10-21
What is Portable Computer? perplexity:perplexity:p-local
Portable runs local models on supported NVIDIA hardware, including Enterprise plans; cloud escalation needs approval, memory remains cloud-only.
Requirements; local/cloud routing; controls and offline FAQ · documented · Source date 2026-09-15 · Retrieved 2026-10-21
File uploads perplexity:perplexity:p-files
Files, images and audio/video transcription are documented; long documents use selected parts. Generic size limits are not substituted for Enterprise.
Supported input and long-file processing · documented · Source date 2026-09-07 · Retrieved 2026-10-21
Enterprise file limits perplexity:perplexity:p-filelimits
Ask permits 30 files of 50 MB per upload; Computer 200 MB/file; Projects up to 10,000 files, 5 GB total and 100 MB/file. Organisation repository retirement is stated.
Ask, Computer, weekly sessions and Projects tables · documented · Source date 2026-10-08 · Retrieved 2026-10-21
Computer for Enterprise perplexity:perplexity:p-computer
Multi-step tasks use tools and generated files, inherited governance, per-task isolated cloud environment and per-step models.
Task orchestration, triggers, isolation and model settings · documented · Source date not stated · Retrieved 2026-10-21
Audit logs perplexity:perplexity:p-audit
50seats or oneMax can stream query/answer/admin/Computer events as JSON; Splunk HEC supported; Slack payloads truncate content.
Eligibility, event taxonomy, full query/answer payload and SIEM webhooks · documented · Source date not stated · Retrieved 2026-10-21
Product Changelog | Langdock langdock:langdock:changes
Dated releases document model additions, desktop apps and per-agent confirmations.
13 October 2026 model release; 15/10 September feature releases · documented · Source date not stated · Retrieved 2026-10-21
Perplexity changelog perplexity:perplexity:p-changelog
Dated product/model releases are public; these are arrival dates, not a three-release provider-lag dataset.
October 19, October 5, September 21 and August 2026 releases · documented · Source date not stated · Retrieved 2026-10-21
https://docs.langdock.com/en/admin/billing/pricing.md langdock:langdock:billing
Business covers up to 1000 users, BYOK separates model costs, workflows/API are metered and Enterprise is quoted.
Products, volume tiers, Enterprise and API · documented · Source date not stated · Retrieved 2026-10-21
https://docs.langdock.com/en/admin/byok/byok.md langdock:langdock:byok
BYOK replaces completion, embedding and image routes; missing model categories break relevant features.
Options, requirements, setup and usage export · documented · Source date not stated · Retrieved 2026-10-21
Setup Guides langdock:langdock:byok-routes
Named BYOK routes include cloud providers, Vercel Gateway and self-hosted OpenAI-compatible HTTPS endpoints.
Provider setup tabs and OpenAI-compatible endpoints · documented · Source date not stated · Retrieved 2026-10-21
Deep Research langdock:langdock:research
Deep Research creates cited public-web reports and has a 15-per-30-days cap for standard keys.
Model configuration, limitations and usage · documented · Source date not stated · Retrieved 2026-10-21
Terms of Use | Langdock langdock:langdock:terms
Terms 2.1 prohibit training and describe provider-specific residency and retention agreements, proprietary use rights and contract defaults.
Sections 6/7/9/12/15/16/19 and Appendix 1 · documented · Source date not stated · Retrieved 2026-10-21
How to add your own models langdock:langdock:byok-models
Admins configure completion, image and embedding models, deployments, capability flags and USD accounting rates.
Custom model setup and deployment configuration · documented · Source date not stated · Retrieved 2026-10-21
Pricing Plans | Langdock langdock:langdock:pricing
Business headline prices, annual discounts, workflow packages and Governance promotion are public.
Chat & Agents, price breakdown, add-ons and API · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Workspace Settings langdock:langdock:workspace
Workspace settings define retention, model defaults, EU-only default enablement, analytics and product controls.
Product Settings, Models, Analytics and Customizations · documented · Source date not stated · Retrieved 2026-10-21
Usage Limits langdock:langdock:limits
Five-hour and weekly usage windows trigger extra usage or a fallback; spam protection caps 250 messages per three hours.
Usage windows and exhaustion · documented · Source date not stated · Retrieved 2026-10-21
Extra Usage langdock:langdock:extra
Extra usage has workspace/plan/user caps and fallback behavior with possible final-response overshoot.
Enabling extra usage, spend limits and API exceptions · documented · Source date not stated · Retrieved 2026-10-21
Enterprise credits admin guide perplexity:perplexity:p-credits
Monthly Computer allocations are 500/Pro and 15,000/Max credits; user/group pool caps and auto-refill exist. The page conflicts about pool-credit expiry.
Individual/pool allocations; named usage limits; FAQ · documented · Source date 2026-09-09 · Retrieved 2026-10-21
Perplexity Tasks perplexity:perplexity:p-tasks
Recurring natural-language tasks minimum hourly, up to15 per conversation; no credits causes skipped runs and repeated skips pause them.
Scheduled Computer runs, cadence, unattended tasks and credits · documented · Source date 2026-09-21 · Retrieved 2026-10-21
Enterprise roles and permissions perplexity:perplexity:p-roles
Managed-plan Admin/Member/BillingAdmin, custom roles and synced groups; feature grants additive; model settings remain organisation-wide in inspected text.
Sales-assisted availability; base/custom roles; groups and master switches · documented · Source date not stated · Retrieved 2026-10-21
Which file types does Langdock support? langdock:langdock:files
Supported files have different type-specific size limits and processing restrictions.
Format/size tables and processing limits · documented · Source date not stated · Retrieved 2026-10-21
What are the file limits in the chat and in agents? langdock:langdock:file-count
Web message uploads allow 50 files, mobile five; agent knowledge and knowledge bases have separate limits.
Chat and agent attachment limits · documented · Source date not stated · Retrieved 2026-10-21
Knowledge Basics langdock:langdock:retrieval
Direct file previews differ from semantic search over 2000-character chunks, returning up to 50 passages.
Direct context and embedding search · documented · Source date not stated · Retrieved 2026-10-21
Perplexity Computer in Microsoft Office perplexity:perplexity:p-office
Computer add-ins support Word/Excel/PowerPoint/Outlook plus Teams; Microsoft admin centre assigns users/groups; Enterprise Pro/Max use normal Computer credits.
App capabilities, supported plans, deployment and Outlook clients · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Knowledge bases langdock:langdock:knowledge
Persistent shareable knowledge bases accept up to 1000 text documents, search chunks and attach to agents.
Creation, sharing, limits and agent use · documented · Source date not stated · Retrieved 2026-10-21
Agent Configuration langdock:langdock:agents
Agents combine instructions, files, folders, models, actions, skills and subagents, with optional source-access restrictions.
Agent configuration, knowledge and source restriction · documented · Source date not stated · Retrieved 2026-10-21
What are Projects? perplexity:perplexity:p-projects
Persistent workspaces with instructions, files, tasks and owner/editor/viewer access; Brain updates can spend owner credits.
Instructions, sharing permissions, files and Brain · documented · Source date not stated · Retrieved 2026-10-21
Folder Sync langdock:langdock:sync
Daily folder sync supports SharePoint, OneDrive, Drive and Confluence, with real-time user access checks.
Setup, permission checks, sync behavior and owner removal · documented · Source date not stated · Retrieved 2026-10-21
Integration Directory langdock:langdock:integrations
The native directory lists Microsoft, Google, Atlassian, CRM, BI, vector search, DeepL and audio integrations.
Native integration directory · documented · Source date not stated · Retrieved 2026-10-21
Model Context Protocol (MCP) langdock:langdock:mcp
MCP clients support Streamable HTTP/SSE and several authentication types; new tools do not require confirmation by default.
Transports, authentication and tool confirmation · documented · Source date not stated · Retrieved 2026-10-21
File connectors for Enterprise organisations perplexity:perplexity:p-connectors
Live search uses source queries; Project import makes static copies. Shared answers can reveal connected content to recipients without original-file permission.
Live search, attachments, Project imports and sharing boundary · documented · Source date not stated · Retrieved 2026-10-21
Gmail and Google Calendar connection perplexity:perplexity:p-gmail
Personal OAuth reads mailbox/calendar, with send/edit scopes for actions; source permissions differ from shared-answer visibility.
OAuth scopes, primary calendar and Comet actions · documented · Source date not stated · Retrieved 2026-10-21
Adding custom remote connectors perplexity:perplexity:p-mcp
Custom HTTPS MCP via SSE/streamable HTTP supports OAuth2, API key or no auth; admin shared OAuth and per-member auth are separate options.
Transport, authentication and organisation settings · documented · Source date not stated · Retrieved 2026-10-21
Using Perplexity in Microsoft Teams perplexity:perplexity:p-teams
Computer runs in Teams DMs/channels and can search Teams content within granted permissions; Teams license and Entra consent may be required.
Requirements, installation and channel/chat interaction · documented · Source date not stated · Retrieved 2026-10-21
Sensitivity Label Policy langdock:langdock:labels
A request-enabled Purview label policy filters supported integrations, with documented actions and upload exceptions.
Availability, enforcement, exceptions and unsupported areas · documented · Source date not stated · Retrieved 2026-10-21
Manage Action Access langdock:langdock:actions
Admins share integrations and actions with users/groups/API keys; native core actions cannot be disabled.
Access settings and native-action exception · documented · Source date not stated · Retrieved 2026-10-21
Perplexity connectors for Enterprise FAQ perplexity:perplexity:p-connectfaq
Copied files are stored on AWS S3; live source changes and static Project imports differ. Format statements conflict with connector overview.
Storage, formats, permissions and manual reimport · documented · Source date not stated · Retrieved 2026-10-21
Role-based access control for connectors perplexity:perplexity:p-connector-rbac
Sales-assisted role grants and master enable switch enforce connector access before task runtime and credits; group entitlement is plan-dependent.
Managed-plan availability and runtime authorization · documented · Source date not stated · Retrieved 2026-10-21
What is new in advanced Deep Research? perplexity:perplexity:p-research
Deep Research performs multi-step web/file research with citations, charts and downloadable reports. Older named models are not used as the current Enterprise inventory.
Reports, source research, code execution and files · documented · Source date 2026-09-15 · Retrieved 2026-10-21
Basic Chat functionalities langdock:langdock:chat
Chat supports model selection and governed tools; memory, deep research and agent tool conditions differ.
Model selector and tool availability · documented · Source date not stated · Retrieved 2026-10-21
Account Settings langdock:langdock:account
Account settings include five UI languages, personal controls and temporary 72-hour Support sharing.
Preferences, shared chats, custom instructions and memory · documented · Source date not stated · Retrieved 2026-10-21
Memory langdock:langdock:memory
Memory works in regular chats only, with a 50-memory cap and view/edit/delete controls.
Availability, management and limits · documented · Source date not stated · Retrieved 2026-10-21
Memory for Enterprise organisations perplexity:perplexity:p-memory
Users can manage memory; admins can disable it and delete organisation memories; deleted memory logs may remain30days.
Saved memory, history and admin controls · documented · Source date 2026-09-01 · Retrieved 2026-10-21
Roles and extra permissions langdock:langdock:roles
System roles, up to five custom roles and delegated group permissions are configurable.
System roles, custom roles and group permissions · documented · Source date not stated · Retrieved 2026-10-21
Enterprise roles and permissions perplexity:perplexity:p-roles-20261026
Managed-plan Admin/Member/BillingAdmin, custom roles and synced groups; feature grants additive; model settings remain organisation-wide in inspected text.
Sales-assisted availability; base/custom roles; groups and master switches; public web-reader representation retrieved 2026-10-26, representation SHA256 06fe5a476f097c102d380d35bf9db56348d1e4e3e89633e6017163cada5e6538 · documented · Source date not stated · Retrieved 2026-10-26
How to use Computer Skills perplexity:perplexity:p-skills-20261026
Computer selects task Skills; users create or upload SKILL.md/zip instruction packages.
Built-in/custom Skills; creation and upload; public web-reader representation retrieved 2026-10-26, representation SHA256 f582e50af86ba66a0b7f4ba097202e67618a8d8aa3b4b93c7b5652833085eeb1 · documented · Source date not stated · Retrieved 2026-10-26
What are Projects? perplexity:perplexity:p-projects-20261026
Persistent workspaces with instructions, files, tasks and owner/editor/viewer access; Brain updates can spend owner credits.
Instructions, sharing permissions, files and Brain; public web-reader representation retrieved 2026-10-26, representation SHA256 30fa9a960823ef5efa0ac26cb0ffc1e69256a5e6d2d8b07acd1b32e04b661acb · documented · Source date not stated · Retrieved 2026-10-26
How to use Computer Skills perplexity:perplexity:p-skills
Computer selects task Skills; users create or upload SKILL.md/zip instruction packages.
Built-in/custom Skills; creation and upload · documented · Source date not stated · Retrieved 2026-10-21
Web Search langdock:langdock:web
Web search returns inspectable citations and has a separate open-URL tool.
Search behavior and source inspection · documented · Source date not stated · Retrieved 2026-10-21
What is Enterprise Pro? perplexity:perplexity:p-entpro
Ask and standard search do not consume Computer credits; cloud Computer uses included and pooled credits.
Computer, Ask, data protections and retention sections · documented · Source date 2026-10-06 · Retrieved 2026-10-21
Introduction to Workflows langdock:langdock:workflows
Workflows chain agents, integrations and logic with form, schedule and event triggers after admin activation.
Introduction and activation · documented · Source date not stated · Retrieved 2026-10-21
Human in the Loop langdock:langdock:hitl
Workflow runs can pause for editor approval or per-action confirmation.
Approval and action confirmation · documented · Source date not stated · Retrieved 2026-10-21
Excel Add-in langdock:langdock:excel
The Excel add-in reads and writes workbooks with default edit confirmation and named version prerequisites.
Install, workbook operations and edit permissions · documented · Source date not stated · Retrieved 2026-10-21
Outlook Add-in langdock:langdock:outlook-rev2
The Outlook add-in requires workspace-admin access and Exchange Online; edits ask by default and sending requires an explicit requested and confirmed action.
Installation and Exchange Online prerequisites; edit permissions; HTTP200 Markdown re-read2026-10-21 · documented · Source date not stated · Retrieved 2026-10-21
Langdock for Outlook, by Langdock GmbH langdock:langdock:outlook-marketplace
Vendor listing offers the add-in to every paid Langdock plan and trials, with draft review before sending.
Overview and eligibility sentence · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Outlook Add-in langdock:langdock:outlook-rev2-20261026
The Outlook add-in requires workspace-admin access and Exchange Online; edits ask by default and sending requires an explicit requested and confirmed action.
Installation and Exchange Online prerequisites; edit permissions; HTTP200 Markdown re-read2026-10-21 · documented · Source date not stated · Retrieved 2026-10-26
Pricing Plans | Langdock langdock:langdock:pricing-20261026
Business headline prices, annual discounts, workflow packages and Governance promotion are public.
Chat & Agents, price breakdown, add-ons and API · vendor-claimed · Source date not stated · Retrieved 2026-10-26
Product Changelog | Langdock langdock:langdock:changes-20261026
Dated releases document model additions, desktop apps and per-agent confirmations.
13 October 2026 model release; 15/10 September feature releases · documented · Source date not stated · Retrieved 2026-10-26
Outlook Add-in setup langdock:langdock:outlook-admin-20261026
Admins set Outlook add-in access to Nobody, Everyone or Specific members and groups; Outlook Email and Calendar integrations have separate access/scopes.
Availability and access settings · documented · Source date not stated · Retrieved 2026-10-26
Agent Configuration langdock:langdock:agents-20261026
Agents combine instructions, files, folders, models, actions, skills and subagents, with optional source-access restrictions.
Agent configuration, knowledge and source restriction · documented · Source date not stated · Retrieved 2026-10-26
Deep Research langdock:langdock:research-20261026
Deep Research creates cited public-web reports and has a 15-per-30-days cap for standard keys.
Model configuration, limitations and usage · documented · Source date not stated · Retrieved 2026-10-26
Human in the Loop langdock:langdock:hitl-20261026
Workflow runs can pause for editor approval or per-action confirmation.
Approval and action confirmation · documented · Source date not stated · Retrieved 2026-10-26
Model Context Protocol (MCP) langdock:langdock:mcp-20261026
MCP clients support Streamable HTTP/SSE and several authentication types; new tools do not require confirmation by default.
Transports, authentication and tool confirmation · documented · Source date not stated · Retrieved 2026-10-26
Excel Add-in langdock:langdock:excel-20261026
The Excel add-in reads and writes workbooks with default edit confirmation and named version prerequisites.
Install, workbook operations and edit permissions · documented · Source date not stated · Retrieved 2026-10-26
Langdock Agent MCP Server langdock:langdock:mcp-server
A public MCP endpoint exposes workspace agents under Agent API scope.
Endpoint, authentication and tools · documented · Source date not stated · Retrieved 2026-10-21
Enterprise pricing and billing FAQ perplexity:perplexity:p-billing
Pro costs USD40/month or400/year; Max325/month or3250/year. No self-serve Enterprise trial; API billed separately.
Pricing, API exclusion, trials, invoicing and seat reductions · documented · Source date 2026-10-08 · Retrieved 2026-10-21
Enterprise Guide for Langdock Desktop langdock:langdock:desktop-rev2
Managed desktop rollout supports machine-wide Windows packages and signed/notarized macOS installers; these installation instructions do not change subscription entitlements.
Windows machine-wide MSIX/Intune; macOS PKG/DMG/Jamf/Kandji; HTTP200 Markdown re-read2026-10-21 · documented · Source date not stated · Retrieved 2026-10-21
Mobile App langdock:langdock:mobile-rev2
HTTP200 Markdown introduction links official Apple App Store and Google Play mobile clients.
Download routes · documented · Source date not stated · Retrieved 2026-10-21
Langdock Desktop langdock:langdock:desktop-product
Windows/macOS desktop clients use the same workspace and approved models as web.
Downloads and Q&A · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Langdock Mobile langdock:langdock:mobile-product
Vendor mobile page offers iOS/Android clients using the workspace-approved models.
App Store/Google Play links and Q&A · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Perplexity Enterprise perplexity:perplexity:p-home
Enterprise offers cloud Search/Computer, business connectors and administration.
Product overview and security FAQ · vendor-claimed · Source date not stated · Retrieved 2026-10-21
About the Perplexity desktop app perplexity:perplexity:p-desktop
Windows/macOS clients have local-file access; macOS app control and remote access are distinct from on-device inference.
Desktop platforms, local folders and app control · documented · Source date 2026-09-15 · Retrieved 2026-10-21
Perplexity Voice Assistant for iOS perplexity:perplexity:p-voice
iOS voice conversations are documented; Enterprise SSO and Swiss German quality were not tested.
Voice activation and conversation history · documented · Source date 2026-09-11 · Retrieved 2026-10-21
How to use the Teams Bot langdock:langdock:teams
Teams has personal bot chats and channel threads with team participation.
Private chats, channels and admin install · documented · Source date not stated · Retrieved 2026-10-21
How to use the Teams Bot langdock:langdock:teams-20261026
The public Markdown guide was retrieved with HTTP 200. A workspace admin installs the Teams app, which supports private bot chat and channel threads using @Langdock; it is separate from the web chat history.
Installation note; Two Ways to Use the Teams Bot; Private Chat; Using Langdock in Channels; Limitations · documented · Source date not stated · Retrieved 2026-10-26
Document Editor langdock:langdock:editor
Document Editor replaces Canvas and exports Markdown, Word and PDF; imported Word/PDF cannot be edited directly there.
Editor, AI edits, export and limitations · documented · Source date not stated · Retrieved 2026-10-21
Image Generation langdock:langdock:images
Chat invokes configured image-generation models with a user model selector.
Generating images and model choice · documented · Source date not stated · Retrieved 2026-10-21
Generating images with Perplexity perplexity:perplexity:p-image
GPT Image1, Nano Banana, Seedream4.5; Nano Banana Pro on Max. Enterprise image commercial use allowed.
Image models, edits and enterprise use rights · documented · Source date 2026-08-31 · Retrieved 2026-10-21
Perplexity Enterprise terms and conditions perplexity:perplexity:p-terms-gb
Perplexity AI, Inc. contracts under California law with USD fees, no model training and customer output ownership; specific product terms govern conflicts.
Sections1–3,5,7,9,11; August3,2026 English edition · documented · Source date 2026-08-03 · Retrieved 2026-10-21
Using Langdock for Data Analysis langdock:langdock:analysis
Tabular analysis produces charts and downloadable spreadsheet and document formats.
Analysis procedure and outputs · documented · Source date not stated · Retrieved 2026-10-21
Creating assets with Perplexity perplexity:perplexity:p-assets
DOCX/PDF/XLSX/PPTX/HTML outputs, previews and version history are documented; exact templates require external editing.
Output formats, preview, follow-up editing and exports · documented · Source date 2026-09-01 · Retrieved 2026-10-21
Projects langdock:langdock:projects
Shared projects expose all project chats/files to members and can be shared with users/groups, not the whole workspace.
Project sharing and permissions · documented · Source date not stated · Retrieved 2026-10-21
Enterprise Security Hub settings perplexity:perplexity:p-security-hub
Disabling public sharing leaves existing public links live; enforced incognito retains attachments/sessions24h.
Organisation/public links and Enforce Incognito · documented · Source date 2026-09-07 · Retrieved 2026-10-21
https://docs.langdock.com/en/admin/security/saml/saml.md langdock:langdock:saml
SAML 2.0 requires a verified domain; MFA comes from the IdP rather than standalone Langdock MFA.
Checklist, supported IdPs, external authentication and MFA · documented · Source date not stated · Retrieved 2026-10-21
SSO integration getting started perplexity:perplexity:p-sso
Paid Enterprise SSO needs verified domains and invited users; one IdP by default. Generic standards examples are not a full protocol matrix.
Paid organisation requirement, DNS domains and invitations · documented · Source date 2026-09-14 · Retrieved 2026-10-21
Perplexity product FAQ perplexity:perplexity:p-hub-faq
Vendor identifies SAML SSO and SCIM for Enterprise and lists web, mobile, Comet and API access.
FAQ, information protection and client access · vendor-claimed · Source date not stated · Retrieved 2026-10-21
https://docs.langdock.com/en/admin/security/scim/scim.md langdock:langdock:scim
SCIM 2.0 supports Entra provisioning after SAML setup and domain verification.
Overview and prerequisites · documented · Source date not stated · Retrieved 2026-10-21
https://docs.langdock.com/en/admin/security/scim/entra.md langdock:langdock:scim-entra
Entra target actions control provisioning/deactivation and group synchronization.
Target Object Actions and optional group synchronization · documented · Source date not stated · Retrieved 2026-10-21
Unassign Agents langdock:langdock:leaver
Agents whose owner is deactivated keep functioning but cannot be edited until reassigned.
Unassigned agents and reassignment · documented · Source date not stated · Retrieved 2026-10-21
SCIM-based user account management perplexity:perplexity:p-scim
SCIM needs50seats or oneMax; Okta/Entra/Google/customSCIM. Older basic role-group statement differs from newer managed roles rollout.
Eligibility, supported providers and UI authority · documented · Source date 2026-09-05 · Retrieved 2026-10-21
Enterprise roles and permissions perplexity:perplexity:p-roles-rollout-correction
The new Roles & Permissions UI rolls out gradually and requires eligible sales-assisted plans for custom roles and directory groups; legacy UI settings carry over.
Overview availability and gradual upgrades; Groups · documented · Source date not stated · Retrieved 2026-10-21
Usage Exports langdock:langdock:exports
Usage CSV exports span users, agents, keys, projects, models and workflows, with user-detail privacy controls.
Export data types, limits and user-level data · documented · Source date not stated · Retrieved 2026-10-21
Enterprise usage analytics perplexity:perplexity:p-analytics
Insights requires50seats or oneMax and provides adoption, feature and per-user query reporting with export.
Eligibility, Insights metrics, user table and export · documented · Source date 2026-09-29 · Retrieved 2026-10-21
Usage and spend limits langdock:langdock:byok-limits
BYOK cost limits depend on configured prices and exclude backbone, workflows and workspace API usage.
Scope, unpriced models and spend limits · documented · Source date not stated · Retrieved 2026-10-21
Workflow limits langdock:langdock:workflow-limits
Workflow AI use has a separate workspace EUR limit and per-workflow USD limits that block new runs.
Spend limits and execution step cap · documented · Source date not stated · Retrieved 2026-10-21
Audit Logs API Overview langdock:langdock:audit
Audit events retain 90 days and are retrievable by a dedicated-scope admin API for SIEM ingestion.
Event schema, retention and prerequisites · documented · Source date not stated · Retrieved 2026-10-21
Export tool parameters and outputs langdock:langdock:compliance-rev2
Cloud Compliance API is workspace-enablement gated; dedicated deployments serve it unless disabled. Conversation exports include messages and tool inputs/outputs only with both explicit flags.
Before You Start, parameters and conversation endpoints; HTTP200 Markdown re-read2026-10-21 · documented · Source date not stated · Retrieved 2026-10-21
Export tool parameters and outputs langdock:langdock:compliance-rev2-20261026
Cloud Compliance API is workspace-enablement gated; dedicated deployments serve it unless disabled. Conversation exports include messages and tool inputs/outputs only with both explicit flags.
Before You Start, parameters and conversation endpoints; HTTP200 Markdown re-read2026-10-21 · documented · Source date not stated · Retrieved 2026-10-26
Audit Logs API Overview langdock:langdock:audit-20261026
Audit events retain 90 days and are retrievable by a dedicated-scope admin API for SIEM ingestion.
Event schema, retention and prerequisites · documented · Source date not stated · Retrieved 2026-10-26
Workspace Settings langdock:langdock:workspace-20261026
Workspace settings define retention, model defaults, EU-only default enablement, analytics and product controls.
Product Settings, Models, Analytics and Customizations · documented · Source date not stated · Retrieved 2026-10-26
Compliance Rules langdock:langdock:gov
Custom agent compliance checks produce pass/fail and severity results with per-rule analytics.
Rule operation, failures and analytics · documented · Source date not stated · Retrieved 2026-10-21
security langdock:langdock:security
Default Azure EU SaaS, managed dedicated from 2000 and customer-cloud/on-premise from 5000 seats are advertised.
Deployment, security, BYOK and certifications · vendor-claimed · Source date not stated · Retrieved 2026-10-21
Data Processing Agreement | Langdock langdock:langdock:dpa
DPA 2.1 defines third-country instructions, subprocessor notice and deletion/export rules, with an embedded provider table.
Sections 7-12 and Appendices 1/2 · documented · Source date not stated · Retrieved 2026-10-21
Perplexity security perplexity:perplexity:p-security
Vendor claims SOC2TypeII and annual independent testing; staff JIT access and production segregation described, reports not inspected.
Enterprise controls, access management and penetration tests · vendor-claimed · Source date 2026-08-21 · Retrieved 2026-10-21
Terms of Use | Langdock langdock:langdock:terms-rev2
Microsoft Azure routes use Modified Abuse Monitoring, disabling provider prompt/output retention and human abuse review. Other provider/model routes require separate assessment.
Section9 and Appendix1 Microsoft Azure service terms · documented · Source date not stated · Retrieved 2026-10-21
How long are files saved in Langdock? langdock:langdock:retention
Deleted chats are immediately unavailable and unreferenced files are cleaned overnight; shared file references survive.
Retention by object type · documented · Source date not stated · Retrieved 2026-10-21
Data retention for Enterprise perplexity:perplexity:p-retention
Session-file default7days; custom session retention50seats or oneMax uses last activity and deletes outside-window data within7days.
Session-file default, custom windows and deletion · documented · Source date 2026-09-07 · Retrieved 2026-10-21
Perplexity data processing addendum perplexity:perplexity:p-dpa-gb
DPA provides employee confidentiality, subprocessor notices, SCCs and 30-day personal-data deletion/return at service end with legal exceptions.
August13,2026 English edition; sections4,6,10,11 andAnnex1 · documented · Source date 2026-08-13 · Retrieved 2026-10-21
https://docs.langdock.com/en/admin/compliance-and-governance/legal-compliance.md langdock:langdock:legal
DPA applies automatically and a Professional Secrecy Addendum and certificates are linked from the Trust Center.
Legal and compliance links · documented · Source date not stated · Retrieved 2026-10-21
IP Restrictions langdock:langdock:ip
CIDR allowlists immediately block unauthorized network access when enabled.
Prerequisites and enforcement · documented · Source date not stated · Retrieved 2026-10-21
Pricing Plans | Langdock langdock:langdock:pricing-rev2
The page maps Business to up to1000 users and Enterprise to1000+; the Standard headline and breakdown disagree, so no applicable Standard/BYOK tariff is established here.
Business/Enterprise cards; price breakdown; product add-ons · vendor-claimed · Source date not stated · Retrieved 2026-10-21
ECB historical euro reference rates, 20 October 2026 langdock:langdock:ecb-fx
ECB2026-10-20 reference rates:EUR1=USD1.1215=CHF0.9237, implying USD1=EUR0.89166206.
Cube time=2026-10-20, USD and CHF currency entries · documented · Source date 2026-10-20 · Retrieved 2026-10-21
ECB historical euro reference exchange rates perplexity:perplexity:fx-ecb
EUR1=USD1.1215=CHF0.9237 on2026-10-20; conversion arithmetic is an analyst calculation.
Cube time=2026-10-20; USD and CHF · documented · Source date 2026-10-20 · Retrieved 2026-10-21
Agent Migration Guide langdock:langdock:migration
Agent API export/import preserves selected configuration; files/skills and some fields require separate migration.
Prerequisites, exported settings and field mapping · documented · Source date not stated · Retrieved 2026-10-21
Data Processing Agreement | Langdock langdock:langdock:dpa-20261026
DPA 2.1 defines third-country instructions, subprocessor notice and deletion/export rules, with an embedded provider table.
Sections 7-12 and Appendices 1/2 · documented · Source date not stated · Retrieved 2026-10-26
Agent Migration Guide langdock:langdock:migration-20261026
Agent API export/import preserves selected configuration; files/skills and some fields require separate migration.
Prerequisites, exported settings and field mapping · documented · Source date not stated · Retrieved 2026-10-26
Knowledge bases langdock:langdock:knowledge-20261026
The public Markdown guide was retrieved with HTTP 200. The Knowledge Folder API can upload, update, delete, retrieve and search files; Viewer supports retrieval, while writes need Editor. This does not establish a complete index/ACL workspace export bundle.
Create a Knowledge base and add documents, API upload; Share search access; Convert a Knowledge base to a folder · documented · Source date not stated · Retrieved 2026-10-26
Usage Exports langdock:langdock:exports-20261026
The public Markdown guide was retrieved with HTTP 200. Workspace administrators can export usage analytics as CSV or through the Usage Export API, with up to 12 months of history and JSON-valued mapping fields. Usage analytics are distinct from a complete chat/knowledge export.
Accessing Usage Exports; Export Limits; Export Data Structure; Usage Exports; Data Retention · documented · Source date not stated · Retrieved 2026-10-26
Enterprise Security Hub settings perplexity:perplexity:p-security-hub-20261026
Disabling public sharing leaves existing public links live; enforced incognito retains attachments/sessions24h.
Organisation/public links and Enforce Incognito; public web-reader representation retrieved 2026-10-26, representation SHA256 11f7eb441cbc7708f8686e2b8862ba5030d0ab3c2ebb39f22903c3296806004f · documented · Source date 2026-09-07 · Retrieved 2026-10-26
Perplexity data processing addendum perplexity:perplexity:p-dpa-gb-20261026
DPA provides employee confidentiality, subprocessor notices, SCCs and 30-day personal-data deletion/return at service end with legal exceptions.
August13,2026 English edition; sections4,6,10,11 andAnnex1; public web-reader representation retrieved 2026-10-26, representation SHA256 9e139f0ef944a998aca7167ce408fc9f27611a18703995d720c0a773535e5462 · documented · Source date 2026-08-13 · Retrieved 2026-10-26
Rollout Playbook langdock:langdock:playbook
Dedicated rollout support/workshops start at 250 licences and include a champion approach.
Programme qualification and rollout phases · documented · Source date not stated · Retrieved 2026-10-21
status langdock:langdock:status
The public status page covers the app, APIs, Workflows and Integrations with history.
Components and history · documented · Source date not stated · Retrieved 2026-10-21
Terms of Use | Langdock langdock:langdock:terms-20261026
Terms 2.1 prohibit training and describe provider-specific residency and retention agreements, proprietary use rights and contract defaults.
Sections 6/7/9/12/15/16/19 and Appendix 1 · documented · Source date not stated · Retrieved 2026-10-26
Langdock imprint and contact point langdock:langdock:imprint-20261026
Users and authorities can contact support@langdock.com in German and English; the imprint identifies Langdock GmbH in Berlin.
Contact Point for Users and Authorities · documented · Source date not stated · Retrieved 2026-10-26
status langdock:langdock:status-20261026
The public status page covers the app, APIs, Workflows and Integrations with history.
Components and history · documented · Source date not stated · Retrieved 2026-10-26
Perplexity status perplexity:perplexity:p-status-web
Public operational status and calendar are available; no contracted SLA inferred.
Website/App/Computer/API and calendar · documented · Source date not stated · Retrieved 2026-10-21
Langdock Workshops langdock:langdock:training
Official workshop recordings/slides cover chat, skills, integrations, agents and workflows.
Workshop catalogue · documented · Source date not stated · Retrieved 2026-10-21
Download and move your organisation files perplexity:perplexity:p-repo-retire
Remaining organisation repository files are deleted after October 1, 2026; customers must manually move needed files to Projects or connectors.
Repository retirement and migration steps · documented · Source date not stated · Retrieved 2026-10-21