The Freight Demand Model (FDM) establishes the macro envelope across 75 commodity codes. Using First-Principles Engineering Facts, every physical pithead, processing plant, crushing mill, grain silo, and assembly line is mapped to its exact Municipal Ward and Rail Siding with audited tonnages to achieve mathematical closure.