In God we trust, all others must bring data. This is a memorable quote from W.E. Deming, a highly influential engineer and statistician whose theories on systems, variation, and industrial process have had global influence, notably in the field of health care quality improvement.1 The availability of clinical data, its quality, and its systematic use underpin our efforts in health service improvement, epidemiology, and clinical trials, and in the developing field of data science.