All.health is a healthcare platform that combines clinical-grade sensors, machine learning, patient histories, and insurance claims data. It offers real-time at-risk screening for a number of disease conditions, such as acute respiratory infections like COVID-19 and chronic conditions like hypertension and diabetes, and is provided by combining