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AI Inventory Governance in Distribution: Standardizing Data, Decisions, and Replenishment Workflows

Distribution leaders are moving beyond isolated forecasting models toward governed AI operating models that standardize inventory data, decision rights, and replenishment workflows. This article explains how to design AI inventory governance that improves service levels, reduces working capital risk, and creates scalable, auditable decision automation across ERP, supply chain, and partner ecosystems.