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Retail AI Operations for Solving Fragmented Analytics Across Channels

Retail leaders cannot optimize margin, inventory, service, and growth when store, eCommerce, marketplace, marketing, and ERP data remain disconnected. This article outlines a business-first AI operations strategy for unifying retail analytics across channels with AI-powered ERP, governed data flows, decision support, and an implementation roadmap grounded in enterprise architecture and measurable outcomes.