This continuing education webinar will examine the use of artificial intelligence (AI) to enhance tobacco use treatment in both outpatient and inpatient care settings. Participants will explore current AI applications that support the identification, engagement, and monitoring of patients who use tobacco, with a focus on tools such as predictive risk modeling, clinical decision support, and automated follow-up. The session will review evidence on the effectiveness and limitations of these technologies in improving treatment outcomes. Attendees will also learn strategies for integrating AI-supported processes into clinical workflows to promote patient-centered counseling, initiate pharmacotherapy, and ensure continuity of care across settings.