TerminologytermStep 5: Assist vs actAllHRLegalRisk

Term: Human-in-the-loop

~5 min read

Estimated time: ~5 min read — for the in-app brief plus opening the primary source.

What this is

Human-in-the-loop means a person reviews or approves before the AI’s output becomes an action. Specify when, who, and on what.

Everyday example

A refund bot drafts the decision; a supervisor must approve before money moves. That approval is human-in-the-loop — not a slogan, a step.

Human-in-the-loop means a person must review or approve before the AI’s output becomes an action.

  • It is a control, not a slogan — specify when, who, and on what.
  • Spot-checks on 2% of tickets is not the same as approval on every refund.
  • Over time, people rubber-stamp. Design against that.
  • Regulated people-decisions almost always need a human decision-maker.

Next action: Write the human step for your highest-risk AI workflow: who, before what action, with what log.

What changes in how you lead

How decision rights, process, and ownership should change.

  • HITL is in the process design, not in a footnote.
  • HR and Legal decide which decisions may never be fully automated.

Compare related ideas

Human-in-the-loop vs Agent

An agent acts. Human-in-the-loop is the control that stops some of those actions until a person says yes.

Open Agent

Deep dive

Spot-checking 2% of tickets is not the same as approving every payment.

People drift into rubber-stamping — design against that (samples, time, accountability).

Regulated people-decisions almost always need a human decision-maker.

Write the step into the process, not into a footnote.

Related terms

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