HealthSnap provides a comprehensive virtual chronic disease management platform that combines remote patient monitoring with remote care services. The platform offers insights into an individual's overall lifestyle and health by making sense of data from wearables, remote sensors, and patient questionnaires. It also provides clinicians with tools and knowledge to manage and prevent chronic conditions through AI-guided care coordination, virtual care delivery, automated billing, and population analytics. HealthSnap helps healthcare organizations improve patient outcomes, reduce readmissions, and lower the cost of care with virtual chronic disease management programs.