Regulatory Exams Are Changing: How AI Helps Firms Stay Ready

Regulatory exam readiness can no longer be treated as a last-minutedocument collection exercise. As firms use more technology, vendors, AI-enabledworkflows, and cybersecurity controls, they must be able to demonstrate ongoingsupervision, clear ownership, consistent documentation, and evidence thatcontrols operate in practice.

AI can reduce the manual burden of locating records, comparingdocuments, monitoring workflows, identifying gaps, and preparing first drafts.It cannot replace legal or compliance interpretation, accountabledecision-making, or experienced human review. A defensible program usesapproved tools, governed data, traceable sources, defined review requirements,testing, and retained evidence.