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AI Infrastructure Risk

AI infrastructure risk encompasses the technical and operational vulnerabilities in the systems, hardware, networks, and data pipelines that support AI model deployment and operations. Organizations must assess and mitigate these risks because infrastructure failures, security breaches, or capacity constraints can compromise model performance, data integrity, and overall business continuity. For governance and compliance teams, infrastructure risk management is essential to ensure reliable AI system availability, prevent unauthorized access to training data, and maintain audit trails for regulatory accountability.

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