Successfully controlling the industrial chemical supply chain presents distinct challenges for businesses . This vital network involves sourcing raw materials, transporting them to manufacturing facilities, and finally, distributing finished products to end-users. Ensuring a consistent flow of chemicals requires careful planning, robust relationshi