Artificial intelligence (AI) is improving industrial chemical production and supply chain management by offering numerous benefits that enhance efficiency, safety, and sustainability. By integrating AI into chemical manufacturing, organizations can enhance production processes, lower costs, improve product quality, and maintain a competitive edge. AI is transforming the operational dynamics of chemical companies in an industry characterized by rapid changes, facilitating advancements such as predictive maintenance and supply chain optimization. Additionally, AI plays a vital role in optimizing processes within industrial chemical production. Chemical production involves complex processes with various factors, including temperature, pressure, and chemical reactions, all of which require careful monitoring and control.