The National Science Foundation (NSF) awarded a $550,000 Project Grant under the NSF Technology, Innovation, and Partnerships (CFDA 47.084) program to George Washington University to develop a system for utilization-driven management of critical medical equipment, specifically infusion pumps, to improve patient safety and hospital efficiency. The project aims to leverage infusion pump utilization data, advanced analytics, and reliability engineering techniques to enable hospitals to optimize their infusion pump maintenance and procurement practices. The project involves a collaboration with the sub-grantee Opal HTM, Inc. to deliver a proof-of-concept software tool that will help hospitals formulate data-driven infusion pump management programs tailored to their needs. This 3-year project seeks to address knowledge gaps and technical barriers to implementing scalable, utilization-driven equipment management approaches in healthcare settings.