I had an AI tab open for two years and barely used it

I'd open it, type something vague, get something vague back, and go do the work by hand. I assumed the people getting real value out of it knew something technical that I didn't.

They didn't. I checked.

What they had was much less interesting than a secret: they'd worked out which parts of their job were worth handing over, and I hadn't. Here are the seven that changed most for me, in the order they changed.

The weekly status report nobody reads but everyone requires

Same structure every week, different facts. Once the structure is written down properly one time, producing it is a matter of pasting in the week's notes and checking what comes back.

Was: an hour every Friday. Now: about eight minutes, most of it reading.

The forty-page document you need two things from

Not summarising it, which produces mush. Asking it specific questions and making it point at where each answer came from, so you can verify it yourself.

Was: an afternoon of skimming and hoping nothing was missed.

The email you rewrite six times because the tone is wrong

Declining something. Chasing a late payment. Disagreeing with someone senior. Three versions at different levels of directness beats staring at a blank draft.

The spreadsheet somebody exported badly

Inconsistent dates, names in four formats, merged cells. This is the one that surprises people, because it looks like it needs formulas.

Was: two hours of find-and-replace.

Meeting notes that turn into actual follow-ups

Decisions, owners and dates written before you've left the room, instead of three days later from memory.

The first draft of anything

Not the final version. The blank page. A rough draft you can react to gets you to a good final version faster than starting from nothing.

Explaining your own work to a different audience

Detailed to executive summary, technical to plain English. This is where most people end up saving the most time, and it's the one nobody thinks to try.

None of this required code. It required knowing these were even candidates, which is the part nobody tells you.

That's my actual complaint about how this gets taught. The free material is all about the tools. Almost none of it is about which parts of your own work are worth handing over, which is the only question that matters when you're staring at a blank box.

Where I learned it properly

I stopped collecting videos and worked through a structured program instead: AI Made Simple, 10 courses in a fixed order, built for office and admin roles with no technical background. No coding at any point.

One payment, then it is yours.

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Whether you use that program or not, the seven items above are the list I'd hand my past self. Start with number one. It's the smallest and most repetitive, which makes it the easiest place to notice the difference.