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What is human-in-the-loop AI?

Human-in-the-loop AI means a person reviews and approves an AI system's work at defined points, such as before it publishes, spends money or changes access.

Last updated 6 October 2026

Short answer

Human-in-the-loop AI means a person reviews or approves an AI system's work at defined points, such as before it publishes content, spends money or changes someone's access. Rules decide which actions need a person and which person, so the AI can do routine work alone while risky actions always wait for a human decision.

Doing it well

Decide in writing which actions need approval; don't leave it to the AI.
Name the approver for each kind of action, such as a manager, the deal owner or a finance lead.
Show the approver what, why and the source before they decide.
Never treat silence as a yes: remind and escalate instead of approving on timeout.
Record who approved what, and when.

Where it's used

Access requests approved by a manager, articles approved by a marketing lead, refunds over a limit approved by a support lead, and CRM changes approved by the deal owner.

See how BeforeQuery's AI employees do this work, with a person approving anything that matters.

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