An algorithm-driven program combines hospital-wide inpatient screening for alcohol withdrawal risk, monitoring of at-risk patients, and medical treatment of symptoms, leading to more patients being diagnosed, fewer acute episodes of delirium, and improved care for patients experiencing such episodes.