In this workshop we explored how the notion of precision is evolving at the intersection of personalized medicine and big data. In particular, far from taking the promise of precision in medicine as a byproduct of technological development, we set out to discuss the assumptions about human health and disease that sustain the quest for precision in the first place. We will thus interrogate how such transformations invest research participants, scientists, patients, physicians, healthcare institutions and policy makers.