Your AI rollout started without you

Every leadership team I speak to wants to know how to start their AI rollout.

The rollout is already underway. Your people have it. You just can’t see it yet.

Your people are already using AI. Every day. Often in ways they haven’t told you. Some are saving hours a week. Some are rebuilding how their team works without asking permission. Some have quietly become more productive than their job description says they should be.

And most of them aren’t who you’d guess.

When I ask exec teams who they think uses AI most in their business, I hear the obvious names: the innovation team, the data folks, the person who came back from that AI conference. The actual pattern is usually different. The heaviest users are rarely the obvious ones. It’s a BA in finance running a hundred prompts a day. An ops manager who rebuilt three workflows before anyone noticed. A manager in HR who drafts every comms piece through Claude. They didn’t wait for a rollout. They just started, and kept going.

So what?

If you’re trying to drive an AI strategy while your rollout is already underway, you’re going to miss the signal that’s already there. You’re going to prescribe tools your people are already using. You’re going to roll out training for skills your power users already have. You’re going to build a roadmap that ignores the one thing it should start from: what’s actually happening in your business right now.

The job isn’t to start something. It’s to see what’s already there.

So. Two moves flow from that.

One. Stop prescribing. Start listening.

Your people have already picked their tools. They know what works. They know what doesn’t. They know where AI is saving them time and where it’s creating more work. You don’t need to tell them. You need to ask them.

Most exec teams don’t. They assume they need to lead with expertise. They walk into meetings with a deck and a pilot plan. And they miss the fact that the real AI strategy is already being built, one workflow at a time, by people who aren’t in the room.

Two. Find the champions you already have.

Your real AI power users are the fastest and cheapest path to a working strategy. They’ve already done the experimentation. They’ve already found the tools that work. They’ve already got the trust of their team.

But right now they’re invisible to you. And invisible people who outgrow their roles tend to leave.

If you can find them, name them, and build your strategy around them (not instead of them), you’ve got a running start most organisations don’t.

The hard part is seeing any of this without real data.

Most leaders don’t have any. Everything you’ve read about AI in the last six months is about AI in general. Analyst reports. Conference talks. Vendor decks. News articles. None of it is about your organisation specifically.

You wouldn’t run finance or operations on external data alone. But most AI strategies are built entirely on borrowed inputs.

The first internal read usually changes both the conversation and the strategy.

So go find out what’s already happening in your business. What your people actually use. Who’s further ahead than you’d guess. Where the time they’re saving is actually going. Build your AI strategy around what you see, not what you’ve read.

Your rollout’s already happening. Best to be in the room.