AI agents are everywhere. They appear in headlines, conference sessions, product announcements and executive strategies. Yet for financial crime compliance (FCC) leaders, moving from AI interest to measurable results can feel challenging—especially in a highly regulated environment where accuracy, explainability and control are essential.