Successfully controlling the industrial chemical supply chain presents unique challenges for companies. This essential network involves obtaining raw materials, delivering them to processing facilities, and finally, delivering finished products to clients . Guaranteeing a consistent flow of chemicals requires careful planning, strong relationships