A comparison engine that OCRs submitted claims against received EOBs.
Build Your Document Comparison EngineOCR and AI compare claims against EOBs, surfacing underpayments, denials, and silent code changes.
Claim-to-EOB reconciliation for practices that bill insurance every month.
Practices receiving hundreds of EOBs a month with no way to check them.
OCR extracts both documents, then AI highlights every field that does not match.
Appeal-ready reports and pre-filled letters lifted appeal success from 30% to 72%.
95% of discrepancies caught automatically versus 20% under manual review.
Scope your own claim-to-EOB comparison engine with our healthcare billing team.
Underpayments went unnoticed and unrecovered.
A comparison engine covering the claim-to-EOB workflow: OCR, discrepancy detection, appeal reports.
OCR extracts and maps fields across every carrier format.
Every field compared, catching 95% of discrepancies manual review misses.
Comparison reports and pre-filled appeals lifted success from 30% to 72%.
A month of claims reconciled in one batch: 3 days to 2 hours.
Every number below was measured in production after launch — not projected in a pitch deck.
Underpayments Found — In the First Year
Discrepancies Caught — Automatically vs. 20% Manual
Appeal Success Rate — Up from 30%
Time Reduction — Monthly Reconciliation
