As Quality Rating and Improvement Systems (QRIS) continue to launch and mature across states, questions emerge from stakeholders about how to design and implement effective quality improvement (QI) initiatives that accompany a QRIS. The purpose of this report is to address questions about effective QI initiatives by proposing a blueprint of quality improvement practices and design considerations.