Why medical necessity appeals are hard to automate
Medical necessity denials require matching clinical documentation to payer-specific criteria, not generic cover letters. Each payer policy defines different rules for age, diagnosis, prior treatment trials, and documentation requirements. Manual teams read dense PDFs and build appeals that often miss specific criteria references.
Automated medical necessity appeal workflow
- Detect denial: Claim Status Agent surfaces CO-50 and medical necessity denial codes with full context
- Policy evaluation: Policy Review Agent ingests payer criteria and evaluates documentation against each rule
- Gap analysis: Structured met/not met results identify which criteria are satisfied in the record
- Appeal package: Appeals Agent generates letters referencing specific policy criteria with evidence citations
- Portal filing: Agent retrieves operative reports and visit notes from EHR, uploads to payer portal
- Monitor payment: Post-filing status checks until appeal is adjudicated
Manual vs Substrate medical necessity appeals
Related products
See Policy Review and Appeals Agent.
