Today’s wearables are still designed for the healthy and wealthy, not those who could benefit the most. Medical wearables offer the potential to collect health data and improve health via a combination of real-time AI and expert human intervention. Apple’s announcement of FDA clearance of its Watch for screening for irregular heart rhythms was meant to be groundbreaking. But its medical value right now remains limited and controversial. What will make the promise into reality?