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Glossary

What is human in the loop?

Human in the loop means an AI system hands key decisions to a person before acting. Where the person sits in the process, and why regulated businesses use it.

The AI prepares the work. A person makes the call.

Human in the loop is a way of designing AI systems so that a person reviews and approves the important steps before anything takes effect. The AI does the collecting, reading and drafting; a named person makes the decisions, such as approving a payment, accepting a client or sending a letter.

Where does the person sit in the process?

At every point where a mistake would be costly or hard to undo. Common checkpoints include:

  • Anything sent to a client, patient or regulator
  • Decisions about money, credit or eligibility
  • Conflict determinations at a law firm
  • Any change written back to a system of record

Some regulators already point to it. FINRA's 2026 oversight report, for example, lists where to have human-in-the-loop oversight among the considerations for firms using AI agents.1 Each approval should also be logged, so the firm can show who decided what.

Frequently asked questions

Does human in the loop slow everything down?

Less than you might expect. The AI does the slow parts, like gathering documents, retyping data and drafting, so the person's review is shorter and focused on the decision. The aim is to spend people's time on judgment rather than on preparation.

Sources

Kevin Xie is the founder and CEO of Soren AI (YC F25). He studied AI and mathematics at MIT and conducted research at MIT, Harvard and Johns Hopkins, with work published in Nature Biomedical Engineering. At Soren, he and his team build AI into the day-to-day work of legal, financial, healthcare and nonprofit organizations, among many others.

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