AI Is Moving Faster Than Security Controls

### Executive Summary AI adoption is outpacing existing security controls and assurance processes, creating risks such as shadow AI, inadvertent data exposure, and unvalidated AI-driven decisions; organisations should shift from policy-only approaches to evidence-based validation (inventory, monitoring, API/integration oversight, data flow detection, and human review) to prove controls are actually working.