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Machine Identity

Machine identity refers to the cryptographic credentials and certificates that enable automated systems, applications, and devices to authenticate each other and establish secure communications without human intervention. In enterprise AI governance, machine identity management is critical because AI systems increasingly interact with databases, APIs, and other infrastructure that require proper authentication to prevent unauthorized access and data breaches. Organizations must implement robust machine identity governance to ensure that AI models and deployment pipelines can be verified as legitimate, audited for compliance, and revoked if compromised.

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