BlueBear Insights · AI Audit Trail · 5 min read

Portable AI Agent Audit Evidence: Export Format and Review Pack

BlueBear evidence ladder connecting governed agent decisions with execution and outcome records
Operational evidence should connect every agent decision to its authority, execution, and accepted outcome.

An evidence export should remain understandable outside the product that created it. A PDF dashboard alone loses relationships, machine-readable fields, and integrity checks.

Pack contents

  • Manifest with schema version, export time, scope, filters, time zone, record counts, gaps, and generator version.
  • Entities for tenant, workspace, human/service identity, agent, workflow, policy, model, tool, connection, approval, incident, and outcome.
  • Append-only events with stable IDs, timestamps, actor, action, resource, decision, reason, and parent relationships.
  • Integrity metadata and checksums for files and referenced artifacts.
  • Redaction log describing omitted fields and policy, without exposing the redacted value.
  • Human-readable timeline linked to machine-readable records.

Validation

Provide a schema and validator. Check unique identifiers, referential integrity, timestamp format, sequence gaps, hashes, required authorization fields, and declared redactions. Include source-system references rather than copying every sensitive payload.

Portability test

Give the pack to a reviewer with no product access. They should reconstruct who authorized one action, what executed, what changed, which outcome was accepted, and where evidence is incomplete.

Map the export to the BlueBear audit evidence schema.

Primary sources