🧭 Become The Person Who Gets AI At Work

Here’s something odd about this moment in time: in most workplaces, nobody owns AI. Not the IT person (they’re busy with the printers and the phishing emails). Not the boss (they’ve read three scary articles and signed off on precisely nothing). Not the twenty-something (knowing TikTok isn’t the same as knowing how to get a supplier email drafted properly).

There is an empty chair marked “the person who gets AI here”, and in most offices it has been empty for two years.

You don’t need to be techy to sit in it. You need to be about four weeks ahead of everyone else, in one narrow lane, with a couple of receipts. That’s it. That’s the whole entry requirement. And because almost nobody is doing even that, the bar is on the floor.

I’ve watched this happen over and over in the sessions I teach for council-funded AI programmes. The person who becomes “the AI one” is almost never the most technical person in the room. It’s the practical one - the office manager, the bookkeeper, the coordinator - who quietly worked out how to do one annoying thing faster and then, crucially, told someone.

This guide is the plan for that. I call it The Quiet Month.

The Quiet Month

Four weeks, one move per week, none of it loud. You’re not announcing a transformation or putting “AI enthusiast” in your email signature. You’re doing four small things in order, and letting them compound.

Week 1: Own one workflow. Not “learn AI”. One task you personally do every week, done with AI until it’s smooth. Pick something you do often enough to practise on - the weekly report, meeting minutes, replying to routine enquiries, turning notes into a tidy update for your manager. How: do the task with AI three separate times this week. First time will be clunky. By the third, you’ll have a prompt that works, saved somewhere you can find it. The non-obvious bit: pick a boring workflow, not an impressive one. Boring tasks repeat, and repetition is what turns “I tried AI once” into “this is just how I do that now”. The impressive stuff can wait.

Week 2: Save a colleague an hour. Find one person drowning in something AI is good at - drafting, summarising, untangling a spreadsheet’s worth of notes - and offer to help with that one thing. How: keep it casual and small. “Send me that email chain, I’ll get you a summary and a draft reply in ten minutes.” Do it well, hand it over, done. The non-obvious bit: do the task for them this week rather than teaching them the tool. Teaching comes later, when they ask - and they will ask, because you just gave them an hour back and people remember who gave them an hour back.

Week 3: Share one win, once, briefly. In a team meeting or on the group chat, one plain sentence: “By the way, I’ve been using Claude for the weekly minutes, it’s cut it from an hour to about ten - happy to show anyone.” How: say it once and stop talking. No slides. No sermon. The non-obvious bit: the restraint IS the strategy. The person who mentions AI once, with a receipt, sounds like a colleague worth copying. The person who mentions it eleven times sounds like they’ve joined something. One win, offered lightly, does more positioning than a lunch-and-learn.

Week 4: Answer the knock. After weeks 1 to 3, someone will come to you - “could it do this?” How: say “not sure, let’s find out”, sit with them for fifteen minutes, and work it out together at their desk, on their task. Whether or not it works, you’ve just become the person people work it out with. The non-obvious bit: “let’s find out” beats knowing the answer. You’re not positioning yourself as the expert with all the answers… you’re the person who isn’t afraid of the question. In a workplace where everyone else is quietly nervous, calm curiosity reads as expertise.

That’s the month. Notice what’s missing: no certifications, no permission-asking, no grand announcement. Just competence, generosity, one sentence of publicity, and an open door.

The plan, ready to nick

Here’s the whole month as one copy-paste block - the plan plus the prompts for each week. Stick it in your notes app and work through it.

Nick this one:

MY QUIET MONTH - becoming the person who gets AI at work

WEEK 1 - OWN ONE WORKFLOW
My chosen weekly task: [e.g. Monday meeting minutes]
Do it with AI 3 times this week. Starter prompt:
"I need help with a recurring work task: [DESCRIBE TASK]. Here's the raw material: [PASTE NOTES/EMAIL/DATA]. Here's what the finished thing needs to look like: [DESCRIBE OR PASTE A PAST EXAMPLE]. Draft it in that format, using only what's in the material - don't invent anything. Then ask me two questions that would make next week's version better."
By Friday: save the prompt that worked. That's my workflow now.

WEEK 2 - SAVE A COLLEAGUE AN HOUR
Who's drowning, and in what: [NAME + TASK]
Offer: "Send it over, I'll have a draft back to you in 10 minutes."
Prompt: "A colleague needs help with this: [DESCRIBE]. Here's their material: [PASTE]. Produce a clean draft they can edit - stick to what's in their material, no invented details - and flag anything I should double-check before handing it over."
Rule: do the task for them. Don't lecture. Let the hour speak.

WEEK 3 - SHARE ONE WIN
Where: [team meeting / group chat]
My one sentence: "Quick one - I've been using AI for [TASK], it's taken it from [OLD TIME] to [NEW TIME]. Happy to show anyone how."
Rule: say it once. Answer questions if asked. Do not turn it into a presentation.

WEEK 4 - ANSWER THE KNOCK
When someone asks "could AI do X?":
Say: "Not sure - let's find out." 15 minutes, their desk, their task.
Prompt to use together: "We're testing whether AI can help with this task: [THEIR TASK]. Here's an example: [PASTE]. Give it a go, and tell us what extra information would make you better at it."
Rule: work it out WITH them. Curiosity beats expertise.

END OF MONTH: I have one smooth workflow, one grateful colleague, one public receipt, and one solved knock. I'm the person who gets AI here.

What good input looks like

Say you’re an admin assistant at a lettings agency. Week 1, your workflow is turning landlords’ rambling voicemail transcripts into tidy maintenance job summaries. So your starter prompt gets specific: “Here’s a transcribed voicemail from a landlord: [paste]. Turn it into our standard maintenance request: property address, issue, urgency (low/medium/high), access notes, and a one-line summary for the contractor.” Week 2, it’s the colleague buried in tenant reference write-ups. Week 3, your sentence in the Friday huddle mentions the voicemails. Week 4, the branch manager sidles over asking whether “the AI thing” could help with property descriptions… and there’s your chair.

The plan is the same in a school office, a warehouse, a charity, a dental practice. Only the tasks change.

What this can’t fix

It won’t make you an AI expert in a month - you’ll be a beginner with one solid lane, which happens to be exactly enough. It won’t work if your workplace has actually banned AI tools, so check before you paste anything work-related in (and never paste in personal data about customers, tenants, patients or colleagues - names, addresses, account details - that’s the line, always). And it won’t survive faking: if you skip week 1 and go straight to the announcing, you’re the AI-hype person, not the AI person, and colleagues can smell the difference from across the office.

It also won’t happen by itself. Four weeks is only four weeks if you start one of them.

If you do nothing else

Do week 1. Just week 1. One boring task, three times, prompt saved. Even if you never tell a soul, you’ve got an hour of your week back… and in my experience, nobody who does week 1 manages to stay quiet for long.

Once people start noticing, you’ll want the office politics side handled gently - that’s what Use AI At Work Without Making It Weird is for. The chair’s empty, friend. Go and sit in it. ✨