Most firms struggle with how to manage their existing application portfolio. New growth initiatives, mergers, business applications, and citizen developers add to the core technology landscape — resulting in complexity and redundancy with both disruptive IT consequences and business impacts. CIOs must strategize to rationalize and “right-size” their portfolio on an ongoing basis. This report describes what CIOs, with their enterprise architecture practice, must do to guide an application rationalization program.