Successfully managing the industrial chemical supply chain presents unique challenges for organizations . This vital network involves sourcing raw materials, shipping them to production facilities, and finally, supplying finished products to end-users. Maintaining a steady flow of chemicals requires thorough planning, robust relationships with prov