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Retail Modernization With AI: From Fragmented Analytics to Operational Decision Support

Retail leaders are moving beyond disconnected dashboards toward AI-driven operational decision support that improves inventory, pricing, service, and execution. This article outlines the business case, architecture choices, governance model, implementation roadmap, and partner-led operating model required to modernize retail operations with enterprise AI.