Training and stress-testing fraud detection models requires large volumes of diverse, realistic fraudulent documents to train against. Real examples such as invoices and purchase orders are sensitive and limited in supply and using them for training risks exposing confidential information.

• Fraud detection models need large volumes of diverse, realistic fraudulent documents to train against

• Real fraudulent documents are sensitive and limited in supply

• Rare fraud patterns and edge cases are hard to source from real data alone