A brain for your business.
On your infrastructure.

Everything runs inside your walls. Your documents, your models, your rules. Nothing ever leaves.

Flat annual license. Unlimited users.
Why this is different

Most teams spend quarters building this. You get it out of the box.

Model routing, cost controls, and evals that prove every change helps. It's already built, already running, on your hardware.

Retrieval that actually finds itVector, keyword, knowledge graph, and structured records searched together, so narrative and numbers both come back right.
A vocabulary of your businessAn ontology induced from your own documents. It knows your products, accounts, and people before the first question is asked.
Any model, any providerRoute each task to the model that fits it, and swap the day something better ships. Bring your own keys.
Spend you can see and capSmall models for routine work, big ones only when it counts, and a ledger of what every answer cost.
Proof it keeps improvingEvals and baselines run against every change, so quality is measured, not assumed.
A human in the loop, in plain EnglishYour team reviews and confirms the answers that matter. Confirmed answers come back word for word, every time.
A system that learns your businessEvery confirmation and correction feeds back in. The brain you run in a year is sharper than the one you install.

It doesn't need to be built. It needs to be turned on.

Two ways to run it

The same brain. With or without the workspace.

API Engine

The full brain behind your own interfaces. Every pipeline, every API, no web app.

  • Complete ingestion pipeline: text, tables, and structured records
  • Hybrid retrieval: vector, keyword, graph, and structured
  • Ontology induced from your corpus, out of the box
  • Model-agnostic routing with bring-your-own-keys
  • Evals, baselines, and cost ledger built in
  • REST APIs for search, chat, graph, and agents
  • Air-gap capable deployment
Full capability list

Documents & Ingestion

  • Ingest any file type (PDF, DOCX, audio, video, images)
  • Auto entity extraction & relationship mapping
  • Cross-document connection & duplicate detection
  • Google Drive, Notion, Slack, HubSpot, Trello, Dropbox connectors

Search & Chat APIs

  • Hybrid vector + keyword search with confidence scoring
  • Graph-enhanced retrieval with citations
  • Citation-level AI chat (Lumen) with source verification
  • Voice-to-voice query support

Knowledge Graph APIs

  • 6 REST endpoints (entities, relationships, search, traverse, related, clusters)
  • PageRank, centrality & community detection algorithms
  • Scoped API keys with rate limiting

AI Agents & Distribution

  • Create and deploy agents programmatically
  • Guardrails, restrictions & approved responses
  • SSE streaming with source citations
  • Content Bundle APIs for multi-location knowledge transfer
  • BYOK (Bring Your Own Key)

Gap Detection & Intelligence

  • Automatic knowledge gap detection from unanswered queries
  • AI-drafted content to close identified gaps
  • Expert matching for gap resolution
  • Knowledge health scoring & staleness detection

Infrastructure

  • Webhook & event integrations
  • Regulated data detection (PII/PHI)
  • GDPR deletion & export APIs
  • Air-gapped deployment support

Full Platform

Everything in the API Engine, plus the complete web application your team already knows.

Everything in API Engine, plus:
  • The full workspace: chat, search, library, and upload
  • Knowledge graph explorer and insights
  • Plain-English verification queue for confirmed answers
  • Team management, roles, and departments
  • Agent builder with guardrails
  • White-label ready
Full capability list

Knowledge & Documents

  • Document library with search, filters & processing dashboard
  • Department-based document access & permissions
  • AI-generated document insights & duplicate detection
  • 20+ file types including audio, video & web URLs

Team Collaboration

  • Simply Asking team chat with AI in the room (@Lumen with cited answers)
  • Meeting summaries, action items & decision capture
  • Conversations automatically captured as knowledge
  • Expert finder & team activity tracking

AI Agents & Knowledge Stations

  • Visual agent builder with guided wizard
  • Guardrails, escalation queues & operations portal
  • Widget embedding with custom branding
  • Voice knowledge stations (tablet kiosk mode with fleet management)
  • Real-time analytics & configurable alerts

Gap Detection & Knowledge Health

  • Automatic gap detection from unanswered questions
  • AI-drafted content suggestions to close gaps
  • Knowledge health dashboard (coverage, staleness, quality)
  • Proactive insights with recommended actions

Content Bundles & Distribution

  • Package knowledge for franchisees, locations & partners
  • Version-controlled content distribution
  • Per-location knowledge deployment in minutes
  • AI briefs, onboarding playbooks & expert reports

Visualization & Analytics

  • Interactive knowledge graph (4-level zoom)
  • Custom dashboards & org-wide analytics
  • Chat, search & usage reporting

Team Management & Security

  • Departments, roles & granular permissions
  • SSO (SAML & OAuth) with audit logging
  • Data retention policies & GDPR compliance
  • Export: PDF, DOCX, Excel, CSV, JSON

REST API included.

Self-hosted instances expose the same /graph-api endpoints used internally: entities, relationships, search, traverse, clusters. View docs.

Let's talk about your deployment.

Tell us about your infrastructure needs and we'll design a solution.

Unlimited Users
Flat Annual License
CASA Certified
SOC 2 Infrastructure
GDPR Compliant
Air-Gapped Deployment
Annual Support Included