II Corps is a diverse high-performance team capable of accomplishing highly technical niche tasks as well as strategic planning and execution across the breadth and depth of an organization. Our team has developed a suite of tools to rapidly analyze large force fitness datasets for the total force of over 200,000 personnel. We developed filters to identify and correct suspect data. With our help the Marine Corps Training and Education Command’s Force Fitness Division maintains a unique and desired capability to clean what would otherwise be a dirty dataset. Our team provides the appropriate filters and controls to ensure decision-makers are receiving accurate and timely information to make informed resource decisions.