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Enterprise AI Architecture for Retail Operations Seeking Better Demand Signals and Workflow Control
Retail leaders need more than isolated forecasting tools. They need an enterprise AI architecture that connects demand sensing, workflow orchestration, ERP intelligence, governance and operational control. This article outlines a business-first blueprint for using AI-powered ERP, predictive analytics, enterprise search and human-in-the-loop automation to improve retail planning, execution and decision quality.