Predicting manpower needs in the Air Force has always been a complex challenge, constrained by rigid processes, restrictive Air Force Instructions (AFIs), and ingrained cultural norms. As mission demands grow and evolve, so too must the tools and methodologies that inform workforce planning. Governm...