In the rapidly changing market environment, enterprise supply chain management faces numerous challenges. Difficulties in accurately predicting demand fluctuations lead to frequent inventory backlogs or stockouts, resulting in low capital turnover efficiency. The increasing personalized needs of customers mean traditional supply chains have slow response speeds and cannot meet diverse order requirements. Additionally, unexpected events such as natural disasters and geopolitical conflicts easily impact supply chain stability, disrupt production rhythms, and cause huge economic losses. Meanwhile, poor information flow and low collaboration efficiency between internal departments and suppliers further exacerbate the difficulties of supply chain management.