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
2 results for “reimbursements”. Show everything
A lender moves its payment controls from quarterly to daily
An internal audit team tested vendor payments and disbursements once a quarter, on a sample. Moving the same controls onto every transaction, every day, found issues while they could still be stopped.
Expense claim reviews with 95% less manual processing
Employee reimbursements were prepared and checked in spreadsheets, by hand. A Python script and a dashboard replaced the manual steps and cut the processing effort by 95%.
No use cases match every filter.
Read the thinking behind it
Short articles on revenue leakage, fraud, controls, forecasting and private AI.

