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In the rapidly evolving landscape of supply chain management and logistics, artificial intelligence (AI) is emerging as a game-changing technology, driving unprecedented levels of optimization and efficiency. As we progress through 2024, the integration of AI, particularly generative AI (GAI), is reshaping the fundamental architecture of supply chain operations.