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AI Governance in Retail for Managing Forecasting Risk, Workflow Consistency, and Executive Reporting

Retail leaders are under pressure to scale AI without weakening forecast reliability, operational discipline, or board-level trust. This article explains how AI governance in retail should be designed across forecasting, workflow orchestration, and executive reporting, with practical decision frameworks, implementation guidance, and ERP-centered controls.