Opportunity: AI-driven clinical decision support tools like the Ainsoff Deterioration Index (ADI) have the potential to improve patient outcomes, but robust evaluation frameworks are lacking. This project aimed to evaluate the ADI’s performance and clinical impact, supporting evidence-based AI across Australian healthcare.