Multidisciplinary organizational efforts are necessary to reduce inappropriate prescribing of opioids. This commentary describes the design and implementation of an opioid stewardship program that combined the use of technology, education, and clinical strategies under strong leadership guidance as a cross-disciplinary strategy to address opioid misuse.