Denial Review & Appeal Drafting
Review a sample denial, inspect a cited appeal draft, and examine recovery assumptions.
Synthetic data · Stored example outputs · Simulated processing
Explore the workflow
Explore a fictional denial workflow with stored appeal drafts, illustrative citations, and authored recovery estimates.
- AI triage classifier: scores recoverability of a denied claim with confidence, decision (recover / write-off / borderline), expected recovery rate, expected appeal cost, and expected net recovery
- AI appeal drafter: generates a tailored appeal letter for recoverable denials, citing the relevant payer policy section, referencing required supporting documents, and matching the payer's preferred format
- AI outcome predictor: estimates overturn probability and expected days-to-resolution for a drafted appeal, with a confidence interval grounded in payer history
- Denial inbox surfacing 40 denials sorted by triage decision and dollar value, filterable by payer, taxonomy node, and recoverability tier
- Appeal template library of 5 named formats (medical-necessity, auth-retro, timely-filing-exception, coding-correction, coordination-of-benefits) with required sections, citation conventions, and supporting-doc checklists