From an identity standpoint, each agent needs an owner, a defined scope of tasks, a credential lifecycle, and an audit trail tied to an accountable human. The CSA report recommends that companies treat agent creation as a governance event across all platforms. That way, every shadow AI agent is logged from the moment it is created, and its access can be revoked when it is no longer in use.
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