A startup claims it can spot customer lies, but won’t say how
Financial AI firm Casap uses opaque algorithms to detect fraud, but the criteria remain unclear.

The story
A financial AI startup, Casap, raises $56 million to help banks combat rising first-party fraud, where customers themselves commit fraud. The company claims its AI reduces dispute resolution time and improves chargeback win rates.
Source: fortune.com
Our reading
The startup’s AI checks ‘physical location’ and ‘spending patterns’ to spot fraud, but it doesn’t say how it knows when a customer is lying. It’s like a teacher who gives a test but won’t explain the answers.
Bank employees now spend 1-2 minutes per case instead of 90 days. That’s not efficiency—it’s a shift in who gets to be the expert, and who gets to be the suspect.
Casap’s name is a play on ‘get your case done ASAP,’ but the real question is: who decides what a case actually is?