Prior authorization packets assembled before staff open the portal

When an order needs prior authorization, an agent finds the payer's criteria, pulls the relevant notes, results, and history from the chart, drafts the request with evidence mapped to each criterion, and hands staff a packet to review and submit. Then it tracks status until a decision arrives.

01the problem and who owns it

Prior authorization coordinators spend hours per request reading payer policies, hunting through charts for the documentation that proves medical necessity, and re-entering it into portals. Missing one piece of evidence means a denial or a request for more information, and the patient's care waits.

Revenue cycle owns the process, clinicians own the documentation, and patients feel the delay. The work is mostly finding and organizing, which is where an agent helps; the clinical judgment stays with the clinician.

02what the AI does, step by step

1. Detect the requirementWhen an order is placed or a procedure is scheduled, the workflow checks the payer and service against your authorization rules list, or a payer requirements lookup where available, and opens a case if authorization is needed.
2. Retrieve payer criteriaThe agent loads the payer's current coverage policy for that service from your maintained policy library, noting which criteria apply, such as prior conservative treatment, imaging findings, or specific diagnoses.
3. Gather chart evidenceIt searches the patient's notes, problem list, medications, imaging reports, and results for evidence matching each criterion, using only the records needed for this request, and quotes the source with dates.
4. Draft the requestThe agent fills the payer's form fields and writes a concise medical necessity summary that cites the evidence. Criteria with no supporting documentation are flagged, not papered over.
5. Staff review and submissionThe coordinator reviews the packet, asks the clinician for any missing documentation, and submits through the payer portal or an X12 278 transaction where supported.
6. Track to decisionThe case is checked on a schedule for status. Requests for more information and denials are routed back with the payer's stated reason, and approvals are recorded with the authorization number and dates.

03systems it connects to

• EHR. Orders, notes, results, and imaging reports, read through FHIR APIs or an approved integration.
• Payer submission channels. Payer portals, X12 278 through a clearinghouse, and fax for payers that still require it.
• Policy library. A maintained store of payer coverage policies with effective dates.
• Case tracker. A work queue showing every open authorization, owner, and due date.

04human checkpoints

• Coordinator review of every packet. Nothing is submitted to a payer without a person reading the request and evidence.
• Clinician attestation. Medical necessity statements are confirmed by the ordering clinician, who may add documentation the chart lacked.
• Appeals. Peer-to-peer reviews and appeals are handled by clinicians and staff, with the agent only assembling history.

05what to measure

• Time from order to submission. By service type and payer.
• First-pass approval rate. Requests approved without additional information requests.
• Additional information requests. Grouped by the criterion the payer said was unsupported.
• Open cases past due. Requests without a decision past the payer's expected turnaround.

06risks and guardrails

• Overstating medical necessity. The draft must never assert facts the chart does not support. Require a quoted source for every claim and treat unsupported criteria as gaps.
• Outdated payer policies. Coverage policies change often. Store effective dates and have someone own updates, or the agent will build packets against old criteria.
• PHI scope. Pull only the records a request needs, keep BAAs with every vendor in the path, and log each chart access. Payer API requirements are evolving under recent CMS rules, so plan for submission channels to change.

07build vs buy

Prior authorization platforms and some EHR add-ons cover detection and submission for common payers and services. If your volume is concentrated in those, start there.

An agent built for your practice is worth it when your specialty's evidence is buried in narrative notes and outside reports, when your payer mix is regional, or when you need the packet, tracking, and follow-up in one place.

08related playbooks

Browse every healthcare clinic operations playbook or the full library.