The Evidence Map for Production Agent Governance
The action layer behind the core verdict: how to turn the briefing into a production-readiness conversation without overstating the evidence.
Use this as a readiness map for any agent that could touch customer commitments, regulated records, operational systems, safety-adjacent workflows, spending, approvals, or audit-sensitive evidence. The question is not whether the agent is impressive. The question is whether the organization can explain and control its authority.
First moves before hiring anyone
List the systems that already draft, recommend, route, trigger, or change work. Include shadow tools and shared credentials, because the risk often hides outside the official pilot list.
For each consequential agent, name the person accountable for job definition, data diet, permissions, review loop, incident response, and retirement.
Mark whether the agent observes, advises, acts with approval, or acts within narrow autonomy. Re-approve when it moves from reading to writing, sending, spending, approving, or touching regulated systems.
Capture user, delegator, agent identity and version, task, retrieved sources, tool calls, data touched, policy checks, approval step, output or action, exception, and rollback status.
The business owner operates. Risk, security, model governance, or audit can validate, challenge, narrow authority, and suspend the agent. This prevents accountability from turning into one person to blame.
Owner, briefing, proof
Owner
The Agent Owner's Card: job, data diet, permissions, review loop, incident response, and retirement owner.
Briefing
A permission-tier decision brief: what the agent can do now, what it cannot do, and which move requires a new approval.
Proof
A run receipt that preserves delegation context, tool use, policy checks, approval, action, and recovery evidence.
Start with owner, briefing, and proof for one agent or pilot. If the gap is material, widen to a readiness look at the agent control model, and build the operating machinery only when the sponsor wants it run.
Claim ledger
- A regulator, auditor, or insurer publishes a specific agent-run evidence checklist or attestation standard.
- A peer-reviewed or regulator-backed study shows instrumented governance increases deployment speed, lowers incidents, or improves ROI.
- A major enterprise incident shows named ownership and logs were present but delegation, authorization, or revocation still failed.
- EU AI Act guidance or enforcement changes expectations for high-risk logs, human oversight, serious-incident reporting, or deployer obligations.
- Agent-adoption figures from Gartner, IBM, CSA, or similar sources are replicated, corrected, or contradicted by neutral surveys with disclosed methods.