Successfully controlling the industrial chemical supply chain presents specific challenges for companies. This essential network involves sourcing raw materials, transporting them to manufacturing facilities, and finally, supplying finished products to clients . Ensuring a steady flow of chemicals requires meticulous planning, robust relationships