Use cases.
One problem, the checks we ran and what they found. Most come from our own project work with the client names removed; the rest are illustrative scenarios, and each one is marked.
Use cases
3 results for “sell-out”. Show everything
A consumer goods company checks every trade deduction
Distributors and modern-trade chains deducted promotions, damages and penalties straight from their payments. Matching each deduction to an approved scheme turned a backlog of write-offs into a list of claims.
A food processor frees cash tied up in stock
Seasonal buying, slow-moving packaging and safety stock set by habit had locked cash into the warehouse. Setting stock levels from data released cash without risking supply.
An electronics maker checks every serial number its partners report
An electronics maker relied on its channel partners to report what they sold. Thirteen checks on serial numbers, returns, customers and vendors showed where the reports and the records disagreed.
No use cases match every filter.
Read the thinking behind it
Short articles on revenue leakage, fraud, controls, forecasting and private AI.

