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Practical Governance for Enterprise AI

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Adaptive Frameworks

Adaptive frameworks in AI governance refer to flexible, evolving systems that adjust policies and controls in response to changing risks, technologies, and regulatory requirements. Rather than static compliance structures, these frameworks incorporate feedback loops and continuous monitoring to stay relevant as AI capabilities advance and threat landscapes shift. They matter for enterprise governance because they enable organizations to maintain effective risk management without requiring complete policy overhauls whenever new AI applications emerge or regulations change.

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