AI offers advice and compliance teams efficiency, consistency and scale, but it will not repair weak governance, poor training or fragile culture. Used without the right controls, AI can amplify risk by producing confident outputs that mask inappropriate advice, weak supervision or compliance failures. For licensees and Responsible Managers, the real question is not whether to adopt AI, but whether their people, systems and governance are ready to use it safely.