Auditability & Traceability

When something goes wrong — a cost spike, a security incident, a governance violation — the first question is ‘who did what, when, and under which rules?’ Without full audit trails spanning governance reviews, rule versions, cost attribution, and agent action chains, that question is unanswerable.

• Full audit trail of governance reviews: who reviewed, when, which rules, what findings
• Traceability of which rule versions were applied to which API/MCP deployments
• Attribution of costs, usage, and incidents to specific teams, projects, and capabilities
• Agent action chains must be traceable back to originating user/system
• Credential issuance and usage must be auditable