William W. Feaster, MD, MBA, CPE, FAAP, CHIO, Children’s Hospital of Orange County (CHOC). Dr. Feaster discusses why CHOC Children’s Hospital prioritized the development of both population health management technologies and data science capabilities, describes how data science can be used to improve quality and safety and reduce unnecessary and costly utilization of services in capitated populations, and provides examples of how predictive analytic tools, whether derived from traditional data science or artificial intelligence applied to larger data sets, might add value to your own organization.