After discovering that their cancer diagnostic tool, designed to leverage the cloud computing power of IBM Watson, needed greater integration into the clinical processes at the MD Anderson Cancer Center, the development team had difficult choices to make. The Oncology Expert Advisor tool used a combination of machine learning and the latest cancer care research to make recommendation to clinicians in the field. Was automated cancer diagnosis the future of cancer care? The development team, comprised of clinicians and data scientists, reviewed the results of their experiment to augment their implementation plan and better evaluate the efficacy of the analytics tool.