Oversight of safety improvement programs in the ambulatory setting is challenging due to variations in outpatient processes and complexity of care. This commentary describes an ambulatory accountability structure that involves a quality advisory council, led by a physician and a nurse, which established accountability, standards, and best practices across a large health care system to engage frontline staff in developing and sustaining improvements.