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Amit Shivpuja, Walmart's director of data product and AI enablement, outlines an AI-readiness playbook focused on culture, context, and capability. McKinsey reports 40% of large organizations scale AI agents, while Gartner says half of GenAI projects fail due to poor data quality, risk controls, costs, or unclear value.
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