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How AI Is Reshaping Distribution Operations with Predictive Visibility and Workflow Control

Distribution leaders are using AI to move from reactive execution to predictive visibility and workflow control across inventory, fulfillment, supplier coordination, customer service, and exception management. This article explains the operating model, architecture choices, implementation roadmap, governance requirements, and ROI considerations that matter to enterprise decision makers and partner-led transformation teams.