CFOs already believe duplicate-pay risk. This lab turns AP spend and invoice volume into an expected catch figure with uncertainty bands — then a Snapshot measures your real exception history.
Expected catch from duplicates, overpays, missed credits, and discount leakage — with P10/P50/P90 controllers can take to the CFO.
The Snapshot maps AP exceptions on your stack, automates one detection path live, and hands you a measured figure — free, yours to keep.
How to read every figure: illustrative vs measured ›