The collaborative team will use innovative machine learning algorithms to quickly identify areas where improvements can be applied to shape the future of safe and effective patient care. Pennsylvania is the only state in the U.S. that requires healthcare facilities to report events that could potentially cause harm to patients, as well as events that have been shown to cause harm. The MedStar Health Human Factors Center is uniquely positioned for this work given its experience at the intersection of research, innovation, and action to inform patient care.