This episode explores shifting AI evaluation from accuracy to meaningful patient outcomes with examples like Brainomix’s stroke system. We discuss balancing clinician, executive, and patient priorities and the importance of trust, transparency, and ethics in digital health tools. Insights from frontline clinicians highlight challenges and solutions for integrating AI into critical care workflows.