Financial institutions are increasingly deploying AI agents to identify compliance drift at earlier stages, enabling more proactive regulatory adherence. The technology helps banks detect deviations from established compliance protocols before they escalate into significant violations. This approach represents a shift toward preventive compliance monitoring rather than reactive issue management.