Three Layers Deep: Building a Fraud Detection System That Knows What It Doesn't Know

A single fraud model gives you a number. It doesn't tell you why it's suspicious, or what to do when it's not sure. Sentinel is a fraud detection system built in three layers — rules that catch what's obvious, models that catch what's subtle, and a routing layer that sends the uncertain cases to a human instead of guessing.