Denial Management & Appeals
Denials / AppealsEvery denial classified with a win-likelihood and a drafted, payer-specific appeal.
Overview
Denials are triaged the moment they arrive. Each is classified by denial reason with an estimated likelihood of a successful appeal, and a payer-specific appeal letter is drafted and ready for review.
The closed loop
- Ingest — the denial is captured (from a prior-auth case or posted remittance).
- Classify — denial reason + win-likelihood are determined.
- Strategize — the strongest appeal angle is selected.
- Draft — a payer-specific appeal letter is composed.
- Gate — approve or edit the appeal before it goes out.
- Submit → Decide → Learn — the outcome updates future win-likelihood estimates.
The human gate
Appeal letters are drafted but never submitted without approval.
Who acts here
Billers and reviewers own denials; clinicians add clinical justification when needed.
Tracked & learned
Appeal outcomes feed back so win-likelihood estimates get more accurate for each payer and denial type.