How to Use AI at Work: Finish One Task You Can Check

Start with one piece of work you need finished and know how to check. Give the AI the facts, ask for the finished output, and compare what comes back with what you gave it.

An email is enough. You can learn a lot from an email.

If you've opened an AI tool, asked how it could help your business, and received twenty suggestions that became twenty more things to figure out, try a smaller assignment. Take the follow-up sitting in your notes and get a draft you can use.

This is how I approach AI fluency coaching: we work on something the person recognizes, inspect the result together, then have them do another one themselves. The method travels between tools. The buttons will move.

Choose work you already understand

For your first attempt, choose a task where you have the source material and can recognize a mistake. A follow-up email, a meeting summary or an internal checklist can fit.

Keep the assignment small enough to review in full. If checking the answer requires expertise you don't have, choose a different first task.

We'll draft a customer follow-up. Every name and business detail in this exercise is fictional. You can practice with these notes before using material you're allowed to share through your workplace's approved AI tools.

Our notes:

• Jordan approved the revised website plan.
• We need Jordan's logo file before work can start.
• Jordan asked whether Tuesday is possible.
• The team has not confirmed a start date.
• We need to ask Jordan to send the logo.

There is enough information to write the email. There is also a trap: Tuesday is a question, not an agreed date.

Give the AI the whole assignment

Copy this into a text conversation with your AI tool:

Turn the notes below into a customer follow-up email.
It is for Jordan.

Keep the email under 150 words. Use plain language.
Make the next step clear.
Use only facts supported by the notes.
Preserve approvals, dependencies, requests and unresolved decisions.
Keep unconfirmed details visibly unconfirmed.
Put any missing details I need to resolve in a separate
"Before sending" list, marked [TO CONFIRM].

Write the draft now, then the review list.
This assignment is to draft the email in this chat.

Notes:
Jordan approved the revised website plan.
We need Jordan's logo file before work can start.
Jordan asked whether Tuesday is possible.
The team has not confirmed a start date.
Ask Jordan to send the logo.

The useful ingredients are the output, the reader, the source facts and the limits. You can change those four things for another task.

Your tool may phrase the answer differently each time. Judge what it says. A prompt is a request, and the result still needs your review.

Check it against the notes

This is a worked example of an acceptable draft, written to show what we're looking for:

Subject: Revised website plan

Hey Jordan,

Thanks for approving the revised website plan. Could you send over your logo file? We'll need it before work can start.

Tuesday is still unconfirmed. I'll check with the team and let you know about the start date.

Thanks!

The separate review list should flag the start date for confirmation. If the AI adds a sender's name, you also need to supply or verify it.

Read your draft beside the original notes. Check these points:

1. Approval: Jordan approved the revised plan. The draft should preserve that.
2. Dependency: The logo is needed before starting. The draft should ask for it.
3. Date: Tuesday remains unconfirmed. "We'll start Tuesday" fails this check.
4. New commitments: "I'll check with the team" is a commitment you need to be willing to make. The notes support an unresolved date; you decide who follows up.
5. Usefulness: Could Jordan tell what to do next? Could you send this after resolving your review points?

The fourth check matters. Even a reasonable sentence can put a new responsibility on you. Review what the draft asks people to do, as well as the facts it repeats.

If your draft promises Tuesday, correct the specific problem:

Tuesday was a requested date, and the team has not
confirmed it. Revise the email so Tuesday stays
unconfirmed. Keep the request for the logo.
List what still needs checking before sending.

Then read the revision. Asking the same AI to check its work can help find issues; your comparison with the source notes is still the check that counts here.

Try a second one yourself

Use the same assignment structure with these new fictional notes. Change the recipient and replace the first set of notes completely:

• Morgan has received a proposal for a staff workshop.
• Morgan has not approved the proposal.
• Morgan asked whether the workshop can include twelve people.
• The proposal currently covers eight people.
• Ask Morgan for the topics the group needs help with.
• We need to review capacity before confirming twelve participants.

Write your prompt before reading the checks below. Then review the answer.

It should ask for the topics. It should keep approval pending and preserve the difference between the proposed eight people and the requested twelve. It should leave capacity open for review. A sentence thanking Morgan for approving the workshop would be wrong.

Can you spot that mistake and get it corrected yourself? That's useful progress. You've carried the method into another task.

Bring it back to your own work

Jarom Watts, a sales director I coached, finished his Amazon developer application after our second session without me there. He used screenshots to ask Claude what the forms meant and worked through them. His full coaching story follows that move toward independence.

Your first task may be much simpler. The same question applies: can you repeat the work and check the result when nobody is coaching you?

For a real task, record how long the drafting and review took, what needed correcting, and whether you now have something you can use. Include your own review time. A fast draft that takes longer to repair may need a smaller assignment or better source material.

Save the prompt that worked, the relevant source notes and any unresolved decision. My guide to giving AI context without re-explaining your business shows how to carry that work into a fresh session.

If you want to practice this on work you keep putting off, bring that task to an AI coaching discovery call. If you're figuring out how a whole team should work with AI, the coaching and fractional leadership guide explains where each kind of help fits.