AI agent control questions

Your organization should assign a named owner to each AI agent and agree who approves its work, manages its access and reviews its activity. Control becomes practical when you can show who authorized the agent, what it was allowed to do and what it actually did.

For day-to-day oversight, responsibility should be clearly assigned to the people who authorize the agent’s work, manage its access and review its actions. Each action should be traceable to the person who approved the workflow and the scope they approved. That establishes accountability; it does not determine legal liability.

Start by defining each agent’s task, limiting its data access and deciding which actions need human approval. Keep records of access and decisions. Plan how to revoke access and how to shut down the running agent, then test both. Effective governance combines clear responsibilities with controls you can actually enforce.

Give an agent only the data its approved task requires. Decide whether it may read, download, change or share that data, since those are different permissions. Check requests against the task and current context, and set access to expire when it is no longer needed. Review those permissions before connecting the agent.

Keep records that show which agent requested which data, who authorized it, what it tried to do, whether access was allowed and when it happened. Include denied requests and make changes to the records detectable. Connect those records to your security monitoring, and check that they cover the workflow you need to investigate.

Give each agent workflow a distinct, verifiable identity linked to the person who authorized it. Record its task, permitted data and operations, and when its access should expire. Avoid shared logins that hide which agent acted. An access record should identify both the agent and the human authorization behind its request.

Use two separate controls: revoke the agent’s data access and shut down its running software. Cutting off one access route does not necessarily stop activity through other tools or undo earlier transfers. Decide who can activate each control, test both before an incident and keep evidence that access was denied and execution ended.

Yes. Apply the same basic discipline to both: limit access, require appropriate approvals and keep a record of activity. An agent should stay within the permissions approved for its task and authorizer. Keep its actions distinguishable from a person’s actions, and adapt the checks to the workflow rather than assuming the controls are identical.