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Establish enterprise AI governance frameworks, risk models, and compliance guardrails. Evaluate generative AI models for bias, data privacy, security, and regulatory alignment. Define policies and ethical standards for responsible AI adoption across business units. Conduct risk assessments and audit AI pipelines to ensure policy enforcement.