Judgment & risk

What AI should never decide without human review

Pricing, contracts, compliance and anything you can’t undo.

5 min readPlain English

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In one sentence

AI can draft, sort and suggest, but a person makes the final call on money, contracts, compliance, decisions about people and anything you can’t undo.

Think of it like…

A good trainee can draft the quote, prepare the contract and sort the mail. You still set the price, sign the contract and decide who gets hired. Give AI the trainee’s job, not yours.

How it works

Sort each task by two questions: what happens if it’s wrong, and can you undo it? The answers put it on one of four levels.

1AI draftsLow stakes and easy to fix, like internal notes, first drafts and ideas. AI does the work; you skim it.
2A person checksAnything a customer sees, or anything with a name, number or date. A person reads and corrects it before it’s used.
3A person decidesPrices, refunds, contracts, legal or compliance wording, hiring and pay. AI can lay out the options; a named person makes the call.
4A person actsAnything you can’t undo: payments, deletions, signed agreements, cancellations. No AI tool does these alone, even if the settings allow it.

When in doubt, move a task one level stricter until you’ve seen it work on real cases.

Good at

Laying out the options, with pros and cons
Flagging questions to ask about a contract or quote
Drafting the routine version for you to approve

Bad at

Knowing your context: a loyal customer, a past promise, a tight month
Taking responsibility when it’s wrong
Knowing current rules and rates where you operate

Where you’ll see it at work

Quotes at a plumbing firm. AI drafts the quote from the job notes. The owner checks every price against the price list before it’s sent.
Refunds at an online shop. The assistant suggests yes or no, with a reason. A person approves each one, because it moves money.
Hiring at a design studio. AI helps write the job ad and interview questions. People read every application and make every decision.

Myth vs reality

Myth: “Once it’s been right for a month, it can decide on its own.”

Reality: A good track record shows where it’s reliable, not that it’s accountable. For money, contracts and anything you can’t undo, the rare mistake is what costs you, so a person still signs off.