Vesta

Sentinel trains its fraud model on alerted-vs-cleared cases to stop double-counting the alert itself

Sentinel's builder trained its alert model on fraud versus cleared cases, reaching 0.9465 AUC after three passes that over-called fraud on every case. The finished agent lets an LLM write the explanation and leaves every action to fixed bank rules.