Most executives approach AI the way they approach every other technology. They ask their teams to figure it out. They read the headlines. They sponsor an initiative. They check in quarterly. They assume someone else will do the building.

That approach doesn't work with AI.

AI is different because the judgment calls aren't technical. They're business judgment calls, and they're yours to make. What should AI touch? What should it never touch? Where does it create value, and where is it just expensive? Those aren't questions you can delegate. And you can't answer them without understanding what's possible.

The only way to understand what's possible is to build.

I learned this firsthand. After years advising companies on transformation, then running it from the inside, I finally built AI workflows myself. That's when the difference between sponsoring AI and understanding it became impossible to miss.

The leaders who move the needle with AI aren't the ones who sponsor it. They're the ones who build with it. They use AI to draft, analyze, research, and build the workflows they used to hand off. They get hands-on enough to tell what's possible from what's hype.

And because they've done it themselves, they can lead their teams through it. They know what questions to ask. They know what's worth the investment and what isn't. They know where AI should and shouldn't touch, because they've seen what it does.

That's a citizen builder. Not an engineer. Not someone who writes code. Someone who uses no-code tools to build their own automations and workflows, and learns by doing.

Your teams need to be citizen builders too. Not all of them. But the people closest to the work, the ones who know what good looks like in your business, need to understand AI well enough to build with it. Not wait for IT. Not outsource the thinking. Build.

That's the shift. That's what creates value. That's what separates the leaders who get results from the ones who sponsor initiatives that go nowhere.

If you're an executive and you haven't built anything with AI yet, start this week. Pick a problem in your world. Build a workflow to solve it. See what happens. You'll learn more in an hour of building than in a year of reading about it.

That's not just good practice. That's leadership in the AI era.