This session will present a detailed case study on the application of AI in deviation and Corrective and Preventive Actions (CA/PA) investigations within the Quality Management System. We will showcase how AI can streamline the investigation process, improve accuracy, and enhance overall compliance. The session will cover real-world examples, highlighting the benefits and challenges of integrating AI into CA/PA workflows.