Cambrian Agents
The tech

A knowledge base that evolves itself.

Most "AI for health" bolts a chatbot onto a pile of documents. Cambrian inverts it: the documents become a living, sourced, independently-verified knowledge base — and the agents are just consumers of it. The KB is the product; the agents are the explosion.

Self-evolving knowledge base
Every document in, turned into structured facts — and kept honest over time.
01 · ingest

Every document, in

Reports, records, scans, financials — read and turned into structured facts, each traceable to its exact source.

02 · reconcile

Conflicts caught

Contradictions across sources are flagged and parked, not silently overwritten. Corrections are tracked.

03 · verify

Independently checked

A separate agent audits the base and re-derives every figure before anything is trusted downstream.

04 · evolve

Always current

New documents update the base, re-trigger verification, and append to a changelog. Nothing is lost; nothing goes stale.

The principles under it

🔗 Sourced, never asserted

Every fact carries a pointer to the document it came from. If an agent can't cite it, it isn't trusted. The base is auditable end to end.

🧮 Re-derived, not believed

Numbers — a compensation figure, a dosage, a timeline — are recomputed by an independent verifier rather than taken at face value from any one source.

🗣️ Identity-preserving voice

A language-agnostic voice clone lets a patient speak in their own voice across 70+ languages — the same person answering family in one language and clinicians in another.

🔒 Private by construction

Real medical and legal data lives behind authentication, never in source control and never public. The KB API requires a key; only code and schema are open.

One base, many agents
Each agent reads and writes the same knowledge base — none of them owns it.

🧠 Consumed over a simple API

Agents — legal, communication, coordination — call the shared base over HTTP. Add a new agent and it inherits the whole verified history of the person; improve the base and every agent gets sharper at once. That's the compounding: the substrate grows, the forms multiply.

GET kb.cambrianagents.ai/api/kb/{case}  ·  X-API-Key
See the agents Why we built this →