The exact documentation depends on your scope and how AI is used, but most organizations need defined scope and governance boundaries, policies and procedures, role definitions, review records, risk and impact support documentation, monitoring evidence, internal review outputs, and management-system records that show governance is operating in practice. The goal is not to create paperwork for its own sake, but to produce records that reflect real oversight and can stand up under review.