Revenue cycle teams spend hours manually reviewing 835 remittance files and unstructured payer correspondence to identify denial root causes. With average denial rates between 5-10% and each claim costing $8.70 to process, the compounding cost of rework, appeals, and write-offs erodes margin at scale. Payer-specific denial patterns across CPT codes and service lines remain invisible without structured analysis, leaving recovery probability unquantified and appeals deprioritized.
Built For
Revenue Cycle Director recovering $2M+ in annual claim denials across a multi-facility health system managing 500,000+ claims per year
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Revenue Cycle Director
Recovers lost revenue by mining 835 remittance data for denial patterns and recovery opportunities.
Compliance Auditor
Identifies coding and documentation deficiencies driving preventable denials.
CFO (Health)
Quantifies the financial impact of denial categories and tracks recovery against write-off exposure.
Mine denial patterns across payers, CPT codes, and service lines. Surface root causes, prioritize appeals by recovery probability, and track payer-specific denial trends over time.
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Denials for 'Medical Necessity' (Code 50) have spiked 40% this month. The majority are linked to Procedure Code 99214 (Level 4 Office Visit).
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