What should I log to prove an AI agent action was authorized?

Keep the actor and authority, exact action and target, applicable policy and risk inputs, a stable identifier or hash for the artifact, the approval decision and signer, timestamps and expiration, and the execution outcome. No single log proves regulatory compliance; the evidence must be evaluated against your organization's control design and review scope.

Does an AI agent approval receipt prove compliance?

No. An approval receipt can support a review by showing who authorized a specific action and what was approved. Your organization must still define the control, demonstrate that it operates effectively, and show that it covers the relevant workflow.

Evidence for review

AI agent compliance evidence for authorization and audit reviews.

An authorization record can help answer who approved an action and what they approved. Your organization still needs to define the control, demonstrate that it works, and show that it covers the relevant workflow.

Practical evidence checklist

What to log for an AI-agent action

These fields can support NIST, ISO 42001, SOC 2, EU AI Act, and customer security reviews when they are relevant to your system and control scope. They do not replace the control itself.

Actor and authority: Identify the agent, the human or service operating it, and the authority the actor had when the action was requested.
Action and target: Record the exact operation, destination, environment, and data or system the action could affect.
Policy and decision inputs: Preserve the policy version, risk classification, constraints, and evidence presented to the reviewer or policy engine.
Exact artifact: Bind the decision to the commit, payload, tool call, or other artifact with a stable identifier or cryptographic hash.
Approval decision: Record who approved, denied, or escalated the action, when the decision occurred, and when that authority expires.
Execution outcome: Link the authorization record to what actually executed so reviewers can compare the approved action with the observed result.

Framework mapping is not certification.

These guides describe potential supporting evidence. They do not certify Permission Protocol or your organization, establish full conformance, or guarantee acceptance by an auditor or regulator.

Start with a concrete evidence request.

Bring one workflow, the requirement your reviewer wants to test, and the evidence you already have. We can scope an evaluation around the missing piece.

Discuss your evidence requirement

AI agent compliance evidence for authorization and audit reviews.

What to log for an AI-agent action

Framework mapping is not certification.

NIST AI RMF 1.0

ISO/IEC 42001 and NIST AI RMF

OWASP Agentic Top 10 (2026)

AIUC-1

Start with a concrete evidence request.