High-severity, low frequency, patient safety events often drive a hospital’s risk management program because of their impact on patients, their potential for public embarrassment and the significant financial loss they represent. This session helps experienced risk professionals understand how to apply sophisticated patient safety tools (Six Sigma, micro-simulation) in the analysis and improvement of low frequency, high-severity events during hospitalization. The ASHRM Foundation funded research to identify opportunities to use these tools in hospitals.