We conceptualize a framework for digital health technologies based on the workflow for machine learning: (1) Input, including data/information sources from which clinical insight can be derived; (2) Blackbox, involving algorithms that synthesize actionable insights via machine learning; and (3) Output, the methods by which insights are deivered clinically in a usable format.