A nagging problem for architects is the ability to enforce the governance policies they create. Yet, outside of architecture review boards or code reviews, how can architects be sure that developers utilize their rules? This session describes mechanisms to automate architectural governance at application, integration, and enterprise levels. By focusing on fitness functions, architects define objective tests, metrics, and other criteria to ensure governance polices stick.