The central control supply chain optimization and design software (InPlant SCO) includes module products such as sales demand forecasting, supply chain planning optimization, batch scheduling and production, vehicle path planning, supply chain control tower, warehouse network optimization design, etc. Its functions cover many application scenarios for enterprises, such as market sales forecasting, production supply and marketing balance, multi factory supply chain optimization, monthly plan optimization formulation, economic benefit calculation, advanced batch scheduling and production, vehicle distribution path planning, warehouse network optimization design, etc. By adopting a lightweight B/S architecture and utilizing AI big data and operational optimization modeling methods, we construct an end-to-end value chain optimization and design model for the supply chain. We provide end-to-end optimization and supply chain network design solutions from raw material procurement to equipment production and product distribution, meeting the extensive and urgent intelligent decision-making needs of enterprises and improving their production and operation efficiency. The InPlant SCO software is mainly suitable for process industries such as fine chemicals, pharmaceuticals, and papermaking, as well as discrete industries such as cables, food, machinery, and lithium batteries.