Companies Race Ahead of AI Controls

Companies and banks are deploying AI across operations, finance, lending, underwriting, and reporting while formal oversight structures remain incomplete.

Surveys from Deloitte, the Center for Audit Quality, and Wolters Kluwer point to recurring gaps in accountability, model validation, workforce capability, usage visibility, cost transparency, incident shutdown procedures, and regulatory reporting. The immediate significance is practical: organizations are expanding AI use before they have consistently defined who owns the risks, how systems are tested, or how failures are contained.