An AI-powered document comparison engine that OCRs submitted claims against received EOBs — catching 95% of discrepancies automatically and recovering $200K in underpayments in the first year.
Build Your Document Comparison EngineAn automated document comparison platform that uses OCR and AI to compare submitted claims against received Explanations of Benefits and highlight every discrepancy. It surfaces underpayments, incorrect denials, and silent code changes, generating appeal-ready reports that recover lost revenue.
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.
We built an AI-powered comparison engine that automates the entire claim-to-EOB reconciliation workflow — from OCR extraction to discrepancy detection to appeal-ready reporting.
Advanced OCR accurately extracts and maps fields from both claims and EOBs across multiple insurance carrier formats.
AI compares every field and highlights underpayments, code changes, and denials — catching 95% of discrepancies that manual review misses.
Generate detailed comparison reports and pre-populated appeal letters that increased appeal success rates from 30% to 72%.
Process an entire month's claims vs. EOBs in one batch, reducing reconciliation time from 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
