Every fraud vendor offers something like a retrostudy — a test that uses historical performance data to measure how their model would have performed for your business. But how a retrostudy is designed and executed matters a lot; it is very possible to design a retrostudy process that produces appealing results but isn’t predictive of the real-world experience you’ll have using their tools.