Medumo prepares patients for hospital visits and surgeries. By tracking and A/B testing patient behavior at scale, its software predicts/prevents failure by optimizing patient instructions. 21 hospital systems have used this to reduce cancellations by over 55%, plus increased operational efficiency and patient satisfaction.