Rapid urbanization, an aging population, increasing chronic disease prevalence, road accidents, and growing healthcare access are strengthening the demand for timely medical transportation. Ambulance systems have become an essential component of modern healthcare infrastructure by connecting patients with hospitals, trauma centers, specialty facilities, and post-acute care providers....