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Practical Governance for Enterprise AI

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Credential Governance

Credential governance encompasses the policies, processes, and technologies for managing access credentials, secrets, and authentication materials used in AI systems and enterprise infrastructure. This is critical for AI governance because compromised credentials can expose sensitive training data, model weights, and API keys, creating security vulnerabilities and compliance violations. Effective credential governance ensures that AI systems can authenticate securely, audit who accessed what resources, and maintain control over privileged access to models and data pipelines.

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