This article describes one health system's efforts to improve HEDIS measurement by integrating claims information from its managed care organization with data from its medical center's automated billing, scheduling, and clinical information systems. The authors discuss problems encountered while establishing an integrated measurement process and offer suggestions for others considering such an approach.