Retail organizations are successfully scaling AI from pilot projects to enterprise-wide deployments by following three key steps: establishing governance foundations, launching targeted pilots with measurable ROI, and systematically scaling proven solutions. Companies like Shopify, L'Oréal, and Lotte Homeshopping demonstrate
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