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As artificial intelligence becomes embedded in critical business operations, organizations face a crucial distinction between having an AI policy and implementing true AI governance. While policies outline rules for AI use, effective governance establishes the accountability structures, oversight mechanisms, and decision-making frameworks needed to manage AI risks throughout its lifecycle and demonstrate responsibility to regulators, customers, and stakeholders.