Software as a service (SAAS) services featuring software using artificial intelligence (AI) for managing, analyzing, and clustering healthcare episode-of-care data, predictive health analytics and automated episode detection; providing a web-based platform for storage and exchange of health data; and application programming interface (API) integration with medical and wearable devices.