Successfully controlling the industrial chemical supply chain presents specific challenges for businesses . This critical network involves obtaining raw materials, transporting them to manufacturing facilities, and finally, distributing finished products to clients . Guaranteeing a steady flow of chemicals requires meticulous planning, dependable r