Matthew Hoffman, MD, Marie E. Pinizotto Endowed Chair in Obstetrics & Gynecology, Christiana Care Health System, and Andrew Roberts, PhD, Data Scientist, Cerner. Drs. Hoffman and Roberts review the opportunity and collaboration that has developed to improve obstetrical care at Christiana Care Health System. They’ll describe the roles and limitations of current predictive models for adverse obstetrical outcomes, review how three proposed models were developed, and discuss the performance of these AI models in actual practice.