Logs capture what, not why — and reconstructing "why a decision fired" takes a week, not a query. Audit is the evidence motion: every decision hash-chained, artifacts generated instead of authored, and a scoped portal for the auditor.
Each finding traced back to the prompt, the policy, and the regulation. An append-only, hash-chained audit trail follows every decision from the triggering event to its final disposition.
Regulators want evidence, not assertions. Without a structured chain, answering "what happened on this decision on this date" means stitching together logs over days. With one, it's a lookup — and the integrity of the record is independently checkable.
A scoped, time-bounded access portal for external auditors — structured evidence, an engagement workflow, an immutable interaction log, and a branded PDF export of the compliance package.
External audit prep is high-friction: assembling evidence for dozens of criteria takes weeks, and auditors reviewing AI governance for the first time have no consistent evidence schema. A scoped portal removes both frictions.
Compliance dashboards mapping findings to EU AI Act, GDPR, and NIST AI RMF — plus a draft engine that pre-populates governance artifacts from each system's profile, with per-field provenance and a conformity dashboard.
Customers subject to several frameworks shouldn't author the same artifact four times. One Risk Register can satisfy EU AI Act Article 9, ISO 42001 Clause 6.1, NIST AI RMF Manage 1.1, and SR 11-7 at once — coverage chips show exactly which requirements each field closes.