The presentation explores how integrated asset integrity data analysis can improve decision-making and enhance operational safety. The slides highlight techniques for combining qualitative and quantitative data through dashboards, 3D models, and AI applications to identify trends, assess risk, and optimize asset management strategies. By turning complex data into actionable insights, organizations can achieve greater situational awareness and prioritize resources more effectively. This talk was presented on October 22, 2026, at the Mary Kay O'Connor Process Safety Center Safety & Risk Conference.