Successfully managing the industrial chemical supply chain presents unique challenges for organizations . This essential network involves procuring raw materials, transporting them to manufacturing facilities, and finally, distributing finished products to customers . Ensuring a steady flow of chemicals requires thorough planning, robust relationsh