Fraud types

False Decline

A legitimate customer wrongly rejected by fraud controls — a hidden revenue loss that grows as thresholds tighten.

A false decline (or false positive) is a legitimate customer wrongly rejected because fraud controls flagged them as risky. It is the mirror image of missed fraud.

Why it is costly

False declines are invisible on the fraud-loss line but very real on the revenue line — every good customer turned away is lost lifetime value, and the cost rises as you tighten thresholds to catch more fraud.

How insurance helps

When a wrong approval is insured, you can loosen over-tight thresholds and recover good-customer revenue, because the downside is covered. See fraud loss insurance for fintechs.

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