Successfully managing the industrial chemical supply chain presents specific challenges for organizations . This critical network involves sourcing raw materials, transporting them to manufacturing facilities, and finally, distributing finished products to end-users. Guaranteeing a steady flow of chemicals requires careful planning, strong relation