This article discusses the partnership between Compassus and VNS Health and how they are using predictive analytics to inform care decisions. Compassus is an innovative home-based care organization that provides services in 29 states and focuses on people, partnerships, and innovation. VNS Health is a nonprofit healthcare organization that is leveraging new technologies to improve service and enhance care programs for serious illness.