Fraud rules that do not destroy good customers
Naive velocity checks and blunt rule sets punish loyal, high-intent customers precisely during the sales peaks that matter most. We look at behavioural signals, allow-lists, graduated step-ups and the case management operations that make fraud a product, not a firefight.