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 recurring report that eats a morning

Weekly, monthly, quarterly. Same shape, different numbers. Set the structure once and the production time collapses.

Was: three to four hours a month. Now: under thirty minutes.

Reading a hundred pages to find the two that matter

Board packs, vendor contracts, research reports. Asking specific questions and demanding a citation for each answer.

The escalation email you draft five times

Getting three versions at different levels of directness and picking the one that fits the relationship.

Comparing options you don't have time to research properly

Structured trade-off tables you can sanity check, instead of a gut call made under time pressure.

Turning a meeting into follow-through

Decisions, owners and dates captured while the meeting is still happening.

Explaining your team's work upward

The same material at three levels of detail, for three different audiences.

Onboarding a process someone else has to run

Writing the instructions properly the first time so the thing survives you being on holiday.

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 for Professionals, 11 courses in a fixed order, built for managers and senior individual contributors. No coding at any point.

You can stop after course one.

Cancel from your own account at any time and keep whatever has been released. Permanent access applies after the tenth payment. The refund policy is shown in full at checkout.

$39 per month, for 10 months

$390 in total. After the 10th payment the access is permanent — no renewal.

Eleven courses aimed at professional and managerial work
Practical frameworks, not tool tutorials
No coding or technical background required
Permanent access after the tenth payment
Cancel from your own account at any time

Start with course one

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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.