You Don't Have an AI Problem. You Have a Data Problem.

By
Trey Sheneman
February 18, 2026
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I had a conversation last week with a founder who's doing $8M in revenue. Smart guy. Built a real business. He asked me, "Should we be using AI?"

My answer surprised him: "Probably not yet."

Here's why. Everyone's talking about AI like it's the next funnel hack—plug it in, watch the magic happen, scale to the moon. But that's not how this works. AI isn't a tactic you bolt onto a broken system. It's a fundamental restructuring of how businesses operate, and most founders aren't ready for what that actually means.

If you're thinking about AI as a tool to make your current processes faster, you're already behind. The real shift isn't about speed. It's about whether your business is built to compound energy or just burn it.

Let me explain.

The Shift No One's Talking About

Alex Hormozi said something recently that most people glossed over: "You have to have a data business before you have an AI business."

That's not a throwaway line. It's the entire game.

Most businesses don't have clean data. They have spreadsheets held together with duct tape, CRMs that nobody updates, and customer insights trapped in the founder's head. You can't feed that into an AI model and expect anything useful to come out. Garbage in, garbage out.

The companies winning with AI right now aren't the ones with the fanciest tools. They're the ones who spent the last three years building proprietary datasets—tracking customer behavior, documenting what works, creating feedback loops that actually close.

That's the first shift: from manual guesswork to data infrastructure.

If you don't have the data, AI can't help you. And if you're not building the systems to capture it now, you're falling further behind every quarter.

Personalization Isn't a Feature Anymore. It's the Baseline.

Here's the uncomfortable truth: mass marketing is dead.

Not dying. Dead.

Your customers expect you to know them. They expect your emails to be relevant, your offers to be timely, and your product to adapt to their needs. According to Nielsen, 59% of marketers say AI-driven personalization is the most impactful trend shaping the next two years.

But here's what that actually means in practice.

It's not about using someone's first name in an email. It's about creating a unique journey for every customer—dynamically adapting content, offers, and timing based on behavior you're tracking in real time.

That's the second shift: from generic outreach to hyper-personalized engagement.

And if you're not set up to do that, your competitors will be. Soon.

Content Is No Longer Creative. It's Scientific.

I've watched this play out with clients over the last 18 months. The ones who are winning with content aren't the ones with the best writers. They're the ones using AI to analyze what's already working, identify patterns, and generate drafts optimized for specific audiences and keywords.

Does that kill creativity? No. It changes where creativity gets applied.

Instead of guessing what might resonate, you start with data on what does resonate. Then you layer in the human insight, the contrarian angle, the story only you can tell. AI doesn't replace the creator. It removes the guesswork so the creator can focus on what actually matters.

Hormozi's team uses AI to analyze his content performance across platforms. They know what works before they hit publish. That's not luck. That's a system.

That's the third shift: from creative guesswork to data-driven content.

Your Departments Are Siloed. AI Breaks Them Down.

Most businesses are structured like this: Marketing does their thing. Sales does their thing. Customer service does their thing. Everyone has their own tools, their own dashboards, their own version of the truth.

AI doesn't work in silos.

An AI-powered system needs a unified view of the customer. It needs marketing to know what sales promised. It needs customer service to see the full context of their interactions. It needs every team operating from the same data, in real time.

That's the fourth shift: from siloed departments to integrated growth teams.

This isn't a software problem. It's an organizational problem. And if you can't get your teams aligned around a single source of truth, AI will just amplify the chaos.

Strategy Isn't Just Human Anymore

Here's the shift that makes people uncomfortable.

AI is moving beyond execution and into decision-making. It can analyze market trends, model competitive threats, and simulate the outcomes of different strategic choices faster and more accurately than any human team.

Does that mean AI replaces the founder's intuition? No.

But it does mean the best founders are the ones who can combine their judgment with AI's analytical power. You're not asking AI to make the call. You're asking it to show you the variables you didn't see.

Dan Martell talks about this in the context of buying back your time. AI doesn't just automate tasks. It elevates your thinking by surfacing insights you wouldn't have found on your own.

That's the fifth shift: from human-led strategy to AI-augmented decision-making.

The future of leadership isn't about having all the answers. It's about asking better questions.

What This Actually Means for You

Let's be honest. Most of this sounds overwhelming.

And if you're running a business right now, you're probably thinking, "I don't have time to rebuild my entire data infrastructure and reorganize my teams around AI."

Fair.

But here's the reality: you don't have to do it all at once. You just have to start.

Audit your processes. Identify where you're losing signal. Start capturing the data that matters. Run small experiments. Build feedback loops. Test one AI tool in one part of your business and see what breaks.

The age of AI isn't coming. It's here.

The businesses that survive the next five years won't be the ones with the best technology. They'll be the ones who built the systems to use it.

That's not hype. That's stewardship.

And if you're serious about growth, it's time to stop treating AI like a tactic and start treating it like what it is: a fundamental restructuring of how you operate.

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Trey Sheneman
Owner / Lead Growth Advisor

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