Enterprise Knowledge Management
Institutional Knowledge Agent

Your organization
knows more than it
can find.

Tribal turns your organization's scattered documents, decisions, and conversations into a single, conversational knowledge base — one that any employee can query and every answer comes with a source.

Permission-enforced at the database level — not a post-retrieval filter. Self-hostable.
20%
of the workday lost searching for information (IDC)
4 tiers
Physically isolated sensitivity schemas — public through restricted
6+
Native integrations: Confluence, Slack, Drive, and more

Knowledge is everywhere.
Answers are nowhere.

Critical organizational knowledge is buried in Confluence wikis, Slack threads, meeting recordings, and shared drives that no one searches systematically. New employees spend weeks getting up to speed. Senior staff field the same questions on repeat. Outdated documents mislead entire teams. And when someone asks "what did we decide about X?" — nobody knows where to look.

Onboarding drag Repeated Q&A burden Stale documentation Siloed teams No single source of truth Compliance risk

Designed for how enterprise knowledge actually works.

Cited, Confident Answers

Employees ask questions in plain English. Tribal returns answers with source citations, confidence scores, and flags when sources conflict or content is stale — so teams can trust what they act on.

Ask anything

Permission-Aware by Design

Content access is enforced at the database schema level — not filtered after retrieval. Four sensitivity tiers (public, internal, confidential, restricted) with physically isolated vector stores per tier.

Zero data leakage

Conflict & Decay Detection

Tribal surfaces when two documents contradict each other and tracks document freshness. Stale content is flagged automatically and owners are notified — keeping your knowledge base accurate over time.

Always fresh

Document-Type Intelligence

Slack threads, policy documents, presentations, meeting transcripts, and code are each chunked and indexed differently. Auto-classification tags sensitivity and extracts entities — people, projects, vendors, teams — before content enters the index.

Multi-modal ingestion

From scattered data to trusted answers in four steps.

01

Connect your sources

Link Confluence, Slack, Google Drive, or upload via drag-and-drop. Tribal continuously syncs and re-ingests on change.

02

Classify & index

AI classifies sensitivity, extracts entities, quality-gates low-signal content, and stores vectors in isolated schemas per tier.

03

Ask in plain English

Any employee queries the knowledge base via chat interface or API. Tribal checks their permissions before searching.

04

Get cited answers

Receive synthesized answers with source links, confidence scores, freshness indicators, and conflict alerts when relevant.

Search Engine
PostgreSQL + pgvector
Hybrid dense + sparse retrieval
Classification & Synthesis
Anthropic Claude
Auto-tagging, QA, answers
Embeddings
Voyage AI
Domain-tuned vectorization
Authorization
Casbin ABAC
Attribute-based access control

Self-hostable on your own infrastructure. No data leaves your environment. Deployment support available for air-gapped and regulated environments.

Stop losing knowledge.
Start using it.

Built for engineering, IT, and knowledge management teams at companies with 100–5,000 employees. Tell us about your team and we'll be in touch.

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