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AI Adoption in Retail: From Spreadsheet Dependency to Scalable Operational Intelligence

Retail leaders are under pressure to move beyond spreadsheet-driven planning and fragmented reporting toward scalable operational intelligence. This article outlines a business-first AI adoption strategy for retail, covering decision frameworks, architecture choices, implementation roadmaps, governance, ROI, and the role of AI workflow orchestration, predictive analytics, generative AI, and enterprise integration.