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 “conflicts of interest”. Show everything
A fraud investigation that followed the people, the vendors and the money
Allegations of fraud at an interior fit-out company could not be settled by looking at accounting entries alone. Six workstreams, across 10+ people and 1,000+ vendors, were brought together into one picture.
A pharma company watches its suppliers by what they do
Thousands of suppliers were assessed once, at onboarding, by questionnaire. Adding payment data, public records and news turned a yearly exercise into a risk view that updates itself.
No use cases match every filter.
Read the thinking behind it
Short articles on revenue leakage, fraud, controls, forecasting and private AI.

