Payment & Denial Reconciliation
Inspect sample payment information and investigate discrepancies before posting.
Synthetic data · Stored example outputs · Simulated processing
Explore the workflow
Remit and denial intake workflow that extracts fields from ERA, EOB, and denial artifacts. High-confidence fields can move toward posting while discrepancies and weak fields route to review.
- Side-by-side raw vs structured extraction view across 50 synthetic remits
- ERA (835) and EOB document shapes, weighted to modern volume mix (80/20)
- Per-field confidence scoring with low-confidence fields flagged for human review
- Reconciliation queue surfaces extracted values that don't match the associated claim
- Synthetic dataset modeled on real 835 transaction structure: BPR, CLP, CAS, SVC segments