Integration of machine learning into supply chain operations is not just a technological upgrade but a fundamental shift in how we approach procurement, inventory management, and logistics optimization. Having led digital transformation initiatives in both upstream and downstream operations, I’ve experienced firsthand how ML applications are reshaping traditional supply chain processes into more agile, predictive, […]
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