Claims Denial Management Agent
Classifies denials, drafts appeals with clinical evidence, and prioritizes recoverable claims for revenue recovery.
Denial volumes overwhelm RCM teams when CARC/RARC codes are triaged manually and clinical appeals require hunting through charts
High-value recoverable claims sit idle while low-yield accounts consume staff time
Inconsistent appeal letter quality and missed timely filing deadlines permanently write off otherwise collectible revenue
Without prioritization and automation, denial rates stay elevated and cash acceleration suffers
The Claims Denial Management Agent ingests remits and denial worklists, classifies root causes, and estimates recovery probability and dollar opportunity. For clinical and technical denials, it assembles evidence from the EHR and drafts payer-specific appeal letters for specialist review. Priority queues and SLA timers ensure the highest-yield accounts are worked before filing limits expire.
Ingest and Classify Denials
- Parse 835 remits, portal denials, and payer correspondence
- Map CARC/RARC codes to root-cause categories
- Link denials to claim, encounter, and clinical documentation
Prioritize Recoverable Work
- Score recovery likelihood, balance, and days to timely filing
- Route technical fixes vs clinical appeal vs write-off candidates
- Batch similar denials for efficient specialist queues
Draft Appeals with Clinical Evidence
- Pull relevant notes, orders, results, and medical necessity criteria
- Generate payer-specific appeal letters and attachment checklists
- Propose coding or authorization corrections when indicated
Submit, Track, and Prevent Recurrence
- Track appeal status, overturn rates, and cash recovered
- Feed preventable denial patterns to front-end and coding teams
- Close loops on process defects (auth, eligibility, documentation)