A core objective of most businesses—matching supply with demand—remains a sustained problem as current software often generates plans that are infeasible. We overcome this core problem through a novel technology platform that scalably combines specialized algorithms with business-specific models. Our current offering pairs the platform with a transportation load planning algorithm implemented successfully at a $25B+ consumer goods company.