Most enterprise agents do not fail loudly. They drift. AttestDB turns policies, tickets, documents, and prior work into a claim system agents can rely on, with traceability, contradictions, timestamps, and corrections built in.
Every answer tied to a source. Conflicts stay visible. Changes propagate automatically.
Your agent keeps answering from last quarter's document because nothing in the stack knows the underlying rule changed.
Different systems say different things, but the final answer hides the contradiction instead of exposing it for review.
One wrong source becomes many wrong answers because there is no dependable way to retract the claim and flag what depends on it.
When someone asks why the agent answered the way it did, there is no source chain, timestamp, or confidence to inspect.
Bring in policies, tickets, trust documents, and prior questionnaire responses instead of rebuilding knowledge by hand for every workflow.
Turn those materials into structured claims with provenance so each answer is grounded in specific evidence instead of an opaque retrieval result.
Let agents respond with citations, timestamps, and confidence so operators can see why an answer is safe to use or where it is uncertain.
When a policy is revised or evidence is withdrawn, dependent claims are flagged or corrected automatically instead of drifting silently forward.
Turn enterprise knowledge into sourced claims so answers stay traceable, contradictions stay visible, and bad information does not drift silently forward.
Learn more →Map policies, past responses, and evidence into claims so questionnaire answers stay sourced, update when evidence changes, and expose stale trust statements fast.
Learn more →Use sourced claims, retractions, contradiction handling, and time-aware queries as primitives instead of bolting provenance onto rows or embeddings later.
Learn more →| AttestDB | Pinecone / Weaviate | Neo4j | PostgreSQL | |
|---|---|---|---|---|
| Atomic unit | Sourced claim | Vector embedding | Edge | Row |
| Provenance | Required on every write | Optional metadata | Optional property | Not built-in |
| Retraction cascade | Automatic | — | Manual | Manual |
| Contradiction handling | Evidence-weighted | Last write wins | Last write wins | Last write wins |
| Confidence scoring | Built-in (0–1) | Similarity score | — | — |
| Query latency | ~12µs | ~10ms | ~5ms | ~1ms |
| MCP tools | 106 | — | — | — |
Most systems help agents access knowledge. AttestDB makes sure that knowledge stays correct over time.
The pattern shows up everywhere high-stakes knowledge lives across policies, tickets, docs, and operational systems. The hard part is not access. The hard part is keeping answers traceable, current, and safe as the underlying evidence changes.
$ pip install attestdb && attestdb quickstart
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