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Practical Governance for Enterprise AI

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Shadow AI

Shadow AI refers to artificial intelligence systems and tools deployed within an organization without formal approval, oversight, or documentation by IT and governance teams. These unauthorized AI implementations pose significant compliance and security risks, as they fall outside established data protection protocols, model validation frameworks, and regulatory requirements. For enterprises subject to regulations like GDPR, HIPAA, or SOX, shadow AI creates audit gaps and potential violations while undermining efforts to maintain consistent governance standards across the organization.

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