The Laboratory for Transformational Administration (LTA) is an Operational Data Science group in the Duke Department of Surgery. Dr. Buckland, the medical director of the LTA, discusses the implementation science and lessons learned from deploying computational models into the healthcare workflow; times it worked, times it very much did not, and how the failures of implementation led to later successes.