Cited, permission-aware answers—governed for the enterprise.
[Deep Research Enterprise] grounds every claim in your content and the web with citations, honors permissions by default, and records a full provenance trail—all on the [Lab] platform (identity • policy • telemetry).
Enterprise logos (placeholder)
What leaders get
Hours saved per brief/RFP/analysis across functions
Fewer escalations via cited, permission-clean answers
Reusable research with live notebooks and auto-refresh
How it works
Connect & inherit permissions
Drive/SharePoint, Confluence/Notion, Slack/Teams, URLs; no over-permissioning.
Ask with intent
Investigate (deep dive), Compare (side-by-side), Summarize (executive brief), Synthesize (recommendations).
Review with provenance
Cited Answer + Evidence Graph (doc → snippet → author/date). Confidence chips and dissenting views included.
Approve & publish
Human-in-the-loop checkpoints, policy checks (PII, export regions, retention), redaction.
Export & audit
Docs/Slides/PDF/DOCX/Markdown for work; JSON/CSV for audit; webhooks to your archive.
Core capabilities (enterprise)
Citation-first by design
Every paragraph is footnoted; hover to see exact passages.
Evidence Graph & lineage
Who asked, which sources/snippets were used, how the final text was assembled.
Permission-aware retrieval
Users only see what they're allowed to see; admin-level overrides are logged.
Compare & scenario testing
Side-by-side vendor/market comparisons; "what-would-change-this" toggles.
Live notebooks & collections
Re-run briefs as sources update; pin trusted sources.
Enterprise exports
Docs/Slides with footnotes; CSV/JSON evidence packs; redacted variants by policy.
Connectors & integrations
All access honors source permissions and organization policies.
Files & knowledge
- Google Drive/Docs
- OneDrive/SharePoint
- Confluence
- Notion
- Box
Messaging
- Slack (channels/threads)
- Microsoft Teams (optional)
CRM/Helpdesk (optional)
- Salesforce
- Zendesk knowledge
Data/BI (optional)
- BigQuery
- Snowflake (read-only views)
Web capture
URL ingestor with snapshot & citation capture
Governance & security (your moat)
Policy-as-code
Source allow/deny, region & data-class rules, PII/PHI redaction, export restrictions, retention & legal holds.
- • Source allow/deny lists
- • Region & data-class rules
- • PII/PHI redaction
- • Export restrictions
Provenance & audit
Immutable event stream—question, retrieval set, prompts, drafts, edits, approvers, exports—exportable via API/CSV.
- • Immutable event stream
- • Full audit trail
- • API/CSV exportable
- • Deterministic replays
Identity & access
SSO/SAML, SCIM, RBAC, project/workspace scopes, approval flows.
- • SSO/SAML integration
- • SCIM provisioning
- • RBAC controls
- • Approval workflows
Data controls
Zero-retention modes, customer-managed keys (AWS KMS/GCP KMS/Azure KV), VPC/private routing options, data residency.
- • Zero-retention modes
- • Customer-managed keys
- • VPC/private routing
- • Data residency controls
Quality & control framework
Evaluator sets (goldens)
Upload ground-truth Q&A; track precision/recall and hallucination rates over time.
Retrieval tuning
Per-workspace chunking, re-ranking, freshness windows, authority boosting.
Hallucination budget
Below threshold, degrade to sources-only mode (summaries with citations, no synthesis).
Human-in-the-loop
Mark sources trusted/disputed/outdated; require approver sign-off for regulated topics.
Use cases
RFP & proposal acceleration
Cited responses, reusable snippets, redaction & approvals.
Competitive & market intelligence
Compare vendors/products with sourced claims.
Executive briefs & board packs
Export footnoted memos/slides ready for review.
Policy & compliance research
Permission-aware searches; full audit trail.
Support knowledge synthesis
Unify tickets, docs, and release notes into sourced guidance.
Example enterprise prompts
"Draft a 2-page APAC launch risk memo with citations from Drive folder 'Go-To-Market' + the last 60 days of #support Slack."
"Compare Vendor A vs Vendor B on TCO, security, roadmap, SLA—table with sources and confidence."
"Create a board-ready summary of Q3 customer churn drivers with footnotes and an appendix of sources."
"Synthesize policy updates affecting our EU data handling; include what would change the conclusion."
Telemetry & ROI (for leaders)
Packaging & pricing
Platform (Required)
Lab governance/data plane provides identity, policy, and telemetry foundation.
Deep Research Enterprise SKU
Seats + usage model with optional add-on packs for enhanced capabilities.
BI/CRM packs
- • Salesforce integration
- • BigQuery/Snowflake
- • Zendesk knowledge
Private/VPC routing
- • VPC deployment
- • Private routing
- • Data residency
CMK
- • Customer-managed keys
- • AWS KMS/GCP KMS
- • Azure Key Vault
Premium SLA
- • 99.9% uptime
- • Dedicated support
- • Response guarantees
FAQ (security & operations)
Will users see documents they can't access?
No. Retrieval respects source permissions; cross-workspace access is blocked by default.
Can we restrict or prioritize sources?
Yes—policy supports allow/deny lists, trust weighting, and redaction rules.
How do you handle data retention and legal holds?
Per-policy retention with hold flags; audit events and exports preserved accordingly.
Can we replay a past answer for audit?
Yes—deterministic replays with the exact retrieval set, prompts, and parameters.
Do you support on-prem/VPC?
SaaS by default; VPC/private routing and customer-managed keys are available.