Decision Provenance

Understanding not only what happened, but why it happened.

AI doesn't just generate answers — it is taking part in decisions. So organizations must know —

  • What information was used?
  • What decision was made?
  • Who approved it?
  • Can it be reviewed later?
User Request
Knowledge Source
AI Recommendation
Human Review
Final Decision
Audit Record

For high-trust environments such as government services, regulated industries and critical operations, key decision points can optionally be recorded into a trust ledger — providing long-term auditability, accountability and evidence preservation without affecting day-to-day system performance.

Not every interaction requires a ledger — critical decisions do.

Further Reading

Decision Provenance · White Paper #001