Start with workflows where stale knowledge already creates real risk: enterprise agents, security questionnaires, and developer systems that need sourced, changing knowledge instead of opaque retrieval.
Most enterprise agents do not fail loudly. They drift. AttestDB turns enterprise knowledge into sourced claims so answers stay traceable, contradictions stay visible, and bad information does not silently propagate.
Security reviews are constant, and old answers keep getting copied forward. AttestDB keeps questionnaire responses, trust-center language, and policy claims continuously synced to live evidence.
Customer records live in a dozen systems and disagree about basic facts. AttestDB ingests them as claims with provenance, resolves entities across sources, and surfaces contradictions — so analytics and agents answer from one coherent graph instead of stitched-together exports.
If you are building agents, RAG systems, or long-running reasoning workflows, AttestDB gives you sourced claims, contradiction handling, retraction cascades, and time-aware queries as real primitives.