What Executives Actually Need to Know About AI

Most executives I talk to feel pressure to "use AI" but can't articulate what problem it solves for their business.

That's the first sign something is off.

You don't need to understand how to build an agent or train a model. You need to know enough to ask: Is this making our strategy execution sharper, or is it just expensive experimentation?

When a team pitches AI, don't ask about the technology. Ask:

·       What business outcome does it change?

·       What is the expected ROI, payback period, intangible benefits, etc.?

·       How does it reshape how a team actually works?

·       What decision does it improve or eliminate?

If the answers are vague, you're funding activity, not outcomes.

But here's what separates the executives who get results from the ones who don't: they know the technology is the easy part.

The hard part is the change. Rolling out AI without a change management plan is like installing a new engine and expecting the car to drive itself. People need to understand what's changing, what isn’t changing, why it matters to them, and how their input shaped it. Without that engagement, you get resistance, workarounds, and a tool that sits unused while productivity stays flat. Get it right, and AI doesn't just speed up work. It changes how work gets done and what work your people focus on.

The real risk isn't that AI replaces your people. It's that you deploy it without redesigning the work and without bringing people along for the redesign. People support what they help to create.

Your job isn't to build the tool. It's to ensure the tool is aimed at the right problem, and that your organization is ready to use it.

I want to hear from you. Where do most AI initiatives fall short in your experience? Is it the strategy or the change management?

I help executive teams build the cohesion, alignment, and execution discipline that turn strategy into results. Contact me to continue the conversation.