This pattern helps teams produce verifiable operational records for internal governance and external audits.
Pipeline model
- Store policy snapshots alongside output artifacts.
- Export NDJSON audit trails per reporting window.
- Verify hash chain integrity before publishing evidence bundles.
audit_trail(action="export", format="ndjson", startTime="2026-01-01T00:00:00Z")
audit_trail(action="verify")
list_changes(since="2026-01-01T00:00:00Z")
Evidence checklist
- File version lineage for key regulated artifacts.
- Agent attribution for each mutation event.
- Integrity verification output attached to reports.
Coming soon: prebuilt compliance report templates aligned to common control frameworks.
