🛒 Exit Receipt Audit Workbench

Self-Checkout OCR Line Analyzer & Exit Friction Simulator
Receipt Thermal Scan OCR Parsed
METRO FRESH SUPERMARKET #402
2026-08-02 14:32:00
Reconciled Matches
4
Discrepancies
2
Net Variance
-$2.10
Exit Queue Delay
4.2m
Audit Reconciliation Matrix (Cart Scans vs. Receipt OCR) Click items to highlight OCR source line
SKU Cart Scanned Item Cart Price Receipt OCR Status Variance / Issue
Exit Audit Simulation Workbench Model Queue Delay vs. Prevented Loss
Customer Friction Index: High (8.4/10) Prevented Monthly Shrinkage: $3,420
100% manual receipt checks create high exit queue friction (4.2m wait). Transitioning to targeted 30% flag-based audit drops queue delay to 1.1m while retaining 82% of shrinkage control.
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