Prior Authorization Appeals Platform · a Medplaza project example

AI-drafted prior authorization appeals grounded in precedent.

This AI workflow — a project Medplaza contributed development services to — helps physicians respond to prior authorization denials and draft appeals — using a corpus of prior appeal decisions and independent review precedent to ground every argument in what has actually succeeded.

Prior Auth AppealsAppealsUtilization Review

The problem

Treatment requests get denied. The physician knows the request is medically necessary — but writing a winning appeal means knowing which arguments and which guideline citations have actually succeeded on appeal, not just what sounds persuasive in the abstract. That knowledge lives in tens of thousands of historical appeal decisions, and no clinician has time to search them.

What the platform does

Reads the denialIngests the denial letter, the original prior authorization request, and supporting chart documentation.

Surfaces precedentSearches a corpus of prior appeal decisions for analogous cases where similar requests were overturned.

Drafts the appealProduces a structured response citing specific evidence-based treatment guidelines and analogous appeal holdings.

Cites everythingEvery guideline quote and precedent reference is linked, so the physician can verify before submitting.

Physician-editedThe draft is a starting point. The physician edits, adds clinical reasoning specific to the patient, and signs.

Works with record reviewPulls record context from the medical record review platform featured here when the chart has already been processed there.

Why grounded in precedent

A generic LLM can write a fluent appeal that loses. This platform was built around the idea that the right argument is the one reviewers have already accepted in analogous cases — so every draft is anchored in the specific guidelines and precedent decisions that actually move the needle. Citations, not vibes.

Who it's for

Treating physicians who receive utilization review and prior authorization denials and need to respond.
Clinics and groups managing high volumes of prior authorization requests across multiple providers.
Patient advocates and attorneys supporting appeals of denied care on behalf of patients and claimants.
IME physicians who need to respond to authorization disputes arising from independent evaluations.

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