Spotlight Stage: What Are We Actually Optimizing For? A Physician's Framework for Evaluating Healthcare AI

Session details:

Most AI initiatives are evaluated using familiar metrics: impressions, clicks, engagement, efficiency. But clicks don't treat patients and none of those metrics answer the question that matters most: Did this help a physician care for a patient?

In this fast-paced session, we will introduce a practical framework for evaluating AI through a physician-first lens. 

• Understand why traditional AI metrics like clicks, impressions, and engagement fail to measure real clinical value
• Learn a physician-first framework for evaluating healthcare AI, partnerships, and technology investments
• Examine the principles that distinguish AI that supports physicians from AI that adds complexity
• Identify practical ways to prioritize physician trust, workflow integration, and patient access when evaluating AI initiatives