This article describes a model of CQI that is designed to characterize the elements necessary for successfully improving quality at an organization-wide level; describe and understand the organizational dynamics in implementing an organization-wide effort; and aid in diagnosing and solving common implementation challenges. Three cases illustrate the model and how it can be used.