A B2B software platform implementing a global database of 3D-printing designs and an AI-powered manufacturing optimization system. The platform analyzes market demand, resource availability, and production capacity to intelligently allocate manufacturing jobs to various 3D-printing facilities, maximizing efficiency and minimizing waste across the entire network.