Rolling out a healthcare improvement initiative and getting buy-in from clinicians can be tricky. Paul Revere’s midnight ride shows how finding and using key influencers can help prompt action. This knowledge can be used to drive success of hospital data-driven improvement initiatives too. Achieving buy-in of new best practices and process across an organization is not easy, but it is imperative to success. Picking the right people for these teams means picking the innovators and early adopters in the organization, as the Paul Revere example illustrates. Once these people are identified, putting them into three key teams (the Guidance team, the Workgroup, and the Clinical Implementation team) will get the organization the right deployment system to drive successful improvement initiative on a system-wide basis.