Why Delegating AI to Your Team Won't Work

There’s a moment I’ve now seen play out inside dozens of organizations.

The CEO is talking about urgency, transformation, and the need to move faster. Their team nods along. Everyone agrees AI is important.

But underneath the surface, something else is happening.

The organization stays exactly where it was.

Strategy doesn’t shift. Decisions don’t get sharper. The pace doesn’t increase.

When you ask why, the real answer is rarely in the technology.

Instead, it comes from a subtle but detrimental leadership instinct: treating AI like something the team should own before the CEO does.

Most AI initiatives stall because CEOs delegate AI before they understand its strategic relevance.

Teams then optimize for tasks and tools instead of outcomes, creating activity but not advantage.

The CEOs who move fastest make AI a personal leadership capability first — and a team initiative second.

That early ownership sets the tone for alignment, pace, and clarity across the organization.

You see this most clearly in leaders who began as skeptics and ended up driving some of the most ambitious transformations.

The clearest example of this shift comes from a CEO who once thought AI had no place in his business at all:

Geoff Gilmore — President, CEO, and Director of Worthington Steel.

Six months ago, Geoff Gilmore was convinced AI had no place in steel manufacturing.

It wasn’t resistance. It was familiarity: a 65-year-old company, a legacy industry, a business that runs on precision and process.

AI felt distant. Inside his leadership team, though, the conversation was shifting.

His direct report, Steve, kept bringing up AI — not in abstract terms, but in concrete examples.

He laid out what competitors were exploring.

He shared early signals from the market.

He pointed to operational pain points AI could pressure-test.

And one day, when Geoff dismissed the topic again, Steve said something that cut through the noise: “Maybe you’re uncomfortable because you don’t understand it yet. You’re a curious person. Learn about it.”

That line changed the trajectory of a 6,000-person company.

Geoff picked up the books Co-Intelligence and The AI-Driven Leader

He didn’t hand the assignment to a committee.

He didn’t send a memo asking for use cases.

He started learning himself.

Days later, he gathered his executive team. But instead of asking, “What can AI do here?” he asked a sharper question: “What could AI reveal about the strategy we already have?”

They uploaded Worthington’s corporate strategy into ChatGPT and Copilot and asked AI to interrogate it.

Not the marketing deck — the actual strategy.

Within hours, the team surfaced insights that had been sitting below the waterline for years. Four pilots emerged immediately. Volunteers lined up to lead more.

But the real turning point wasn’t the pilots. It was the sentence Geoff said next: “AI adoption is not optional. It’s a standard.”

That declaration sparked a cultural shift:

ChatGPT Enterprise seats jumped from 25 to 275.

AI became part of board prep, earnings analysis, and strategic planning.

Leaders redesigned workflows around sharper questions.

Geoff used AI daily himself, modeling what he expected the organization to do.

And here’s the key: Geoff wasn’t an expert. He wasn’t supposed to be.

He was early, learning, and modeling the one behavior that actually moves organizations forward:

The leader goes first.

Delegation diffuses energy. Ownership concentrates it.

When a CEO treats AI as a core leadership capability — not a technical project — the organization stops waiting and starts moving.