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