Agents in RecoveryAI for insurance verification, utilization review, and authorization staff
Utilization review is a deadline business. Agents can gather documents and track dates. The clinical case made to the payer stays with a person.
Who this is for
Utilization review coordinators, authorization specialists, insurance verification staff, and case managers who handle payer reviews for treatment centers and mental health programs.
Your top challenges, and where AI can help
1. Continued-stay packets take too long to build
The problem. Reviewers need recent notes, assessments, and a summary, often on short notice.
How an agent can help. Utilization review packet prep gathers the documents and drafts a summary. The UR coordinator checks every statement against the chart. A chart summary can speed up orientation.
2. Verification happens under time pressure
The problem. Families want answers while they're on the phone, and plan details are easy to get wrong.
How an agent can help. See insurance verification during the intake call and eligibility and benefits prep. The agent prepares. A trained person explains benefits and doesn't promise coverage.
3. Authorization deadlines are easy to miss
The problem. Concurrent reviews, peer-to-peer calls, and resubmissions each have their own clock.
How an agent can help. An agent can log each request, its due date, and the payer's response, and remind staff before deadlines. Under the CMS-0057-F fact sheet, Medicare Advantage, Medicaid, and CHIP payers must send prior authorization decisions within 72 hours for expedited requests and seven calendar days for standard requests, generally starting in 2026. Drugs are excluded, and the timeframes don't apply to QHP issuers on the federal exchanges.
4. Denial reasons are vague
The problem. Without a clear reason, it's hard to fix and resubmit.
How an agent can help. The same CMS rule requires those payers to give a specific reason when they deny a prior authorization request. An agent can record the reason and draft a resubmission or appeal letter for review.
5. Records go out beyond what consent covers
The problem. Sending SUD records to a payer without the right consent is a real risk for Part 2 programs.
How an agent can help. A Part 2 consent scope check shows staff what a patient's consent covers before anything is sent. An AI note audit can flag documentation gaps before a review.
Three starter steps
- List every open authorization with its payer, due date, and next action, and let an agent keep that list current.
- Add a consent check step before any record leaves for a payer.
- Pilot packet drafting on one level of care, with the UR coordinator verifying every line.
Risks and guardrails for this role
- Part 2 consent. For Part 2 programs, confirm consent covers payment before records go to a payer. See the HHS Part 2 fact sheet.
- Minimum necessary. Send only what the review requires. See HHS's minimum necessary standard.
- No invented facts. AI summaries can state things the chart doesn't say. Every statement in a packet must trace to the record.
- Clinicians make the clinical case. Medical necessity arguments and peer-to-peer calls stay with licensed staff.
- BAAs. Any tool that reads charts or payer correspondence needs a BAA. See HHS's business associate guidance.
Every use case below keeps a person in charge of the decision. Agents gather, draft, sort, and remind. People approve.
Matching use cases (7)
AI review of notes for documentation and billing gaps
AI scans clinical notes and flags missing elements and billing risks before payers find them.
Live product
Benefits summary for staff
Turns an eligibility response into a plain summary staff can explain to a client.
Idea
Consent scope check before a disclosure
Shows staff what a patient's Part 2 consent covers before records go out.
Idea
Denial appeal letter drafts
Drafts insurance appeal letters from the denial and the clinical record.
Idea
Instant chart summary before a session
An EHR feature summarizes key patient information and history so a clinician can get oriented fast.
Live product
Insurance eligibility check during the intake call
The agent runs an eligibility check while the caller is still on the line and logs the result for staff.
Live product
Utilization review packet prep
Assembles the documents a reviewer needs for a continued-stay request.
Idea
Frequently asked questions
Can AI write a utilization review summary?
It can draft one from recent notes and assessments. A UR coordinator or clinician has to check every statement against the chart and make the clinical case to the payer.
What changed in prior authorization in 2026?
Under the CMS Interoperability and Prior Authorization final rule (CMS-0057-F), Medicare Advantage, Medicaid, and CHIP payers must generally send prior authorization decisions within 72 hours for expedited requests and seven calendar days for standard requests starting in 2026, and give a specific reason for denials. Drugs are excluded.
Does Part 2 consent cover sending records to an insurer?
Payment is one of the purposes consent must cover. The 2024 rule allows a single consent for treatment, payment, and health care operations. Check what your program's consent form actually says, and ask counsel.