ReflectiChain introduces a new Generative Supply Chain World Model that enhances supply chain resilience by bridging the gap between large language models and reinforcement learning. The model demonstrates significant improvements in operational consistency and adaptability under stress, marking a potential advancement in supply chain management technology.