What does the audit story look like?
Every run records the task, model and tool calls, sources, actions, approvals, and result in an append-only trail that includes every grant and denial.
A run records the task, model and tool calls, source references, actions, approvals, and result. Reviewers can inspect the sequence and compare the output with its rubric. Export and retention requirements are configured for the customer's deployment.
The trail is append-only and includes the authorization layer itself: every grant and every denial is logged with the identity, the task, and the rule that decided it, so the record shows what an agent asked to do and was refused, not only what it did.
Written for it and security, finance and procurement. Last reviewed 2026-09-15.
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