Why do we need to step up our learning from health data? How can we do so? What are the challenges? Which initiatives are tackling some of the hurdles? In this short paper produced for DigiHealth 2020, Dipak Kalra demonstrates how health data can boost diagnostic & treatment innovations, care pathway transformation and novel digital solutions.