This interactive workshop will explore the uses of AI to inform clinical planning and quality improvement approaches supporting improved patient outcomes. The first half of the session will demonstrate the use of an AI tool to identify evidence-based interventions in preparation for a scheduled patient encounter. The second half of the session will demonstrate the use of an AI tool supporting a quality improvement process that retrospectively assesses a previous intervention with a patient. Participants will also explore how these approaches can be applied in academic and teaching settings, including training students and trainees to identify evidence-based interventions, as well as in supervision to support reflective practice and clinical skill development. The workshop will highlight practical ways these tools can enhance both applied clinical care and the education and training of future healthcare professionals.