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AI for Retail Enterprises: Building Governance Around Forecasting and Operational Visibility

Retail enterprises are under pressure to improve forecast accuracy, inventory decisions, labor planning, and cross-channel visibility without creating new governance risks. This article explains how to build an enterprise AI strategy for retail forecasting and operational visibility, including governance models, architecture choices, implementation roadmaps, risk controls, and executive decision criteria.