The failure mode revenue-cycle teams recognize
Prior authorization is exactly the work healthcare admin wants agents to take: repetitive, form-shaped, high-volume. So the agent gets deployed, and it's good — submissions go out faster, denials drop, everyone moves on.
The gap only surfaces under audit. A payer questions a batch of submissions; compliance asks for the lifecycle of each one. Who drafted it? What did the reviewing clinician actually see? Did the form change between review and release? Which policy allowed this PA to go straight through while that one waited for sign-off? When the agent's pipeline logs only the final POST, every one of those questions gets the same answer: we can't reconstruct it. Under HIPAA's audit-control requirement (§164.312(b)), that reconstruction gap is itself the finding — independent of whether any individual submission was wrong.
What AgentGovernance demonstrates
The live control plane treats an agent action as a lifecycle, not an event: propose → review → decide → execute, each stage written to the record as it happens, with the approval log kept separate from the outcome log.
Draft is a recorded state
The agent's proposed submission is captured before any human sees it — what it wanted to send, built from which chart fields.
Review is attributable
The releasing human is named on the record, along with exactly what they reviewed. 'Someone probably looked at it' stops being the answer.
Approval ≠ outcome
The decision to release and the submission result are separate log entries — so a payer rejection can't masquerade as a review failure, or vice versa.
Auto-lanes are policy, not habit
Routine renewals can flow without review — but which PA types auto-flow is a versioned policy an auditor can read, not tribal knowledge.
The first policy to ship
- Every PA submission records its full lifecycle: agent draft, reviewer identity, release decision, payer response.
- New or non-routine PA types route to a named clinician before release; routine renewals may auto-flow under a versioned policy.
- Approval logs and outcome logs are stored separately and both retained.
- The agent's data sources (which chart fields fed the form) are captured with the draft.
- Run a quarterly self-audit: pick ten submissions, attempt full reconstruction, treat any gap as a P1.
Related guides
This is the healthcare-admin slice of a general rule: an agent's work product needs a reviewable chain, not just a result. See healthcare Copilot governance for the PHI-export side, and invoice approval above threshold for the same approval-evidence logic applied to finance.