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Practical Governance for Enterprise AI

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Policy-Framework

A policy framework is a structured set of guidelines, standards, and procedures that govern how an organization develops, deploys, and manages artificial intelligence systems. It provides the foundational rules and accountability mechanisms needed to ensure AI applications comply with regulatory requirements, ethical principles, and organizational values. For enterprise AI governance, a robust policy framework is essential because it reduces legal and reputational risk, ensures consistent decision-making across departments, and demonstrates due diligence to regulators and stakeholders.

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