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Just-In-Time Permissions

Just-in-time permissions is a security practice that grants users temporary access to specific resources only at the moment they need to perform a task, then automatically revokes that access after completion. This approach significantly reduces the risk of unauthorized data access, credential compromise, and insider threats by minimizing the window of exposure. For AI governance, just-in-time permissions are critical for controlling who can access sensitive training data, model parameters, and deployment systems, ensuring that data scientists and engineers cannot inadvertently misuse elevated privileges or create compliance violations.

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