Posts in Naveen Rapaka
Building on Solid Ground: Why Real-Time Data Infrastructure Must Precede AI in Supply Chain Analytics

The allure of AI in supply chain management is real. Executives envision chatbots that instantly answer questions about shipment status and delivery exceptions, and knowledge graphs that surface hidden relationships between suppliers, routes, and delivery outcomes. In last-mile logistics where conditions shift by the minute these are not fantasies, they are the future of supply chain intelligence.

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