Successfully controlling the industrial chemical supply chain presents distinct challenges for businesses . This essential network involves sourcing raw materials, transporting them to manufacturing facilities, and finally, supplying finished products to end-users. Guaranteeing a steady flow of chemicals requires meticulous planning, robust relatio