In this special guest feature from Scientific Computing World, Shailesh M Shenoy from the Albert Einstein College of Medicine in New York discusses the challenges faced by large medical research organizations in the face of ever-growing volumes of data. “In short, our challenge was that we needed the ability to collaborate within the institution and with colleagues at other institutes – we needed to maintain that fluid conversation that involves data, not just the hypotheses and methods.”