88% of companies say they use artificial intelligence. Only 6% attribute more than 5% of their EBIT to AI. The rest are paying for licenses, and their sales reps are writing emails faster. That’s it.
That McKinsey statistic isn’t a flashy headline. It’s the exact diagnosis of what’s happening in most companies—and especially in the B2B distribution SMEs that are our clients.
The relevant question isn’t “Do you use AI?” The question is: Have you changed how an order is placed, how a quote is generated, how a complaint is handled? Because if you haven’t changed that, the AI you have is just window dressing.
The gap isn’t about adoption.
It’s about redesign.
There’s a critical distinction that almost everyone overlooks:
Adopting AI means giving the team ChatGPT licenses, adding a co-pilot to Outlook, or testing a chatbot on the website. Everyone does this. It doesn’t create a competitive advantage. Those who do it aren’t better than those who don’t—they just have a slightly more comfortable team.
Redesigning processes with AI means rewriting how an order is entered, how a quote is generated, how a lead is qualified, how a complaint is handled—assuming that AI is another participant in the process, not a tool that someone uses on the sidelines.
The difference in results between these two approaches isn’t 20%. It’s 3 to 5 times better in the redesigned processes, with fewer errors and decreasing marginal costs. That is a structural gap.
"AI isn’t a tool you hand out to your team. It’s a different way of doing the work. And that’s not the same thing."
Why SMEs are going to fall behind.
The real reasons.
It’s not because their CEOs are inept or resistant to change. It’s due to three very specific reasons that have little to do with technology.
1. Lack of strategic focus.
The CEO of an SME with €40–80 million in revenue is dealing with a cash flow problem today, an angry customer tomorrow, and a layoff the day after. They don’t have the luxury that a multinational CEO has of delegating a Chief AI Officer to think about this full-time for 18 months. They literally have no room in their schedule to redesign processes. This is not a criticism—it is the structural reality of running an SME.
2. Investment and risk threshold.
Redesigning a process means tinkering with something that works—badly, but it works—for 90 days. Large companies have the cushion to take on that risk. SMEs do not. And this creates a vicious cycle: the smaller the company, the less it can afford the cost of change; the further behind it falls, the less margin it has; the less it can afford the cost of change.
3. Lack of signal.
The large company sees its direct competitors making moves, and that creates pressure. The cleaning supplies distributor in Zaragoza doesn’t see its 40 direct competitors making moves—no one is moving; everyone thinks, “As long as the rest aren’t doing it, neither will I.” Until one does. But by then, it’s already too late.
The data that stands the test of time.
Don’t just take this on faith. There is concrete, citable data that shows exactly the pattern that is coming in Spanish B2B distribution.
Translated into SME CEO language: companies with margins 35% higher than their competitors don’t have a different business model. They have the same products and the same customers. They’ve changed how they do the work.
What’s really going to happen.
It’s not extinction. It’s a fork in the road.
The “adopt AI or die” pitch is a salesperson’s pitch. It doesn’t work—CEOs have been hearing it for five years and are already numb to it. What will actually happen is more subtle and more irreversible.
AI as a personal tool.
The team uses ChatGPT to draft emails faster. Salespeople save 20 minutes a day. The company continues to process orders the same way, handle quotes the same way, and manage incidents the same way.
Result: They survive, but gradually lose market share. They become acquisition targets. At increasingly worse multiples.
AI as a participant in the process.
They redesign 2–3 critical processes—orders, quotes, and after-sales service. They achieve large-company margins with an SME structure. They can operate with fewer resources and grow faster.
Result: They succeed in their niche. Over time, they are the ones buying out Group 1 companies.
It’s not that “SMEs are dying.” It’s that within 3–5 years, fragmented sectors—material distribution, professional hygiene, B2B hospitality, industrial supply—will have fewer players. And those that remain will be the ones who acted first.
The window.
The window of opportunity for an SME CEO to redesign processes is likely 18 to 30 months. After that, either they’ve already made the move, or they can no longer do so—margins no longer cover the cost of change.
The subset of “CEOs with decision-making power + financial muscle + who haven’t acted yet” shrinks every quarter. Not because CEOs are smarter or dumber. But because the margin to finance the change is narrowing.
The message that works with an SME CEO.
Not McKinsey’s.
McKinsey’s data is real and useful. But “high-performing AI companies are 2.8 times more likely to have fundamentally redesigned their workflows” means nothing to someone solving a cash flow problem at 7 a.m.
The same thing, in plain language:
"Look, 94% of companies that say they use AI aren’t making a dime off it. They’re paying for licenses, and their salespeople are writing emails faster. That’s it. The 6% that are actually making money with AI have done something different: they’ve changed how they do things. They’ve taken the order process and rewritten it. They’ve taken the process for qualifying new customers and rewritten it. They haven’t added AI. They’ve changed the work.
You decide which of the two groups you want to be in. But the 94% that just hands out licenses will be swallowed up by the 6% in two years. Because that 6% generates 30% more revenue with the same staff."
And if we need to get even more specific:
"How many orders does your team process per day? How long does each one take? How much does a mistake cost? Redesigning that process—that one, not the entire company—is what separates the winners from the losers. And you can do that in 90 days."
What this message does is break down the problem of "digital transformation"—which sounds like €2 million and 18 months—into "a process, 90 days." Now that’s something you can grasp.
The distinction that matters.
AI isn’t going to kill any company. What it will do is amplify the difference between those who know how to get things done and those who don’t. Those who redesign 2–3 critical processes will be able to do the same things they do today with less overhead, higher margins, and greater speed. Those who don’t will keep operating—until they can’t.
The distributor next door doesn’t need to be smarter than you to take your market share. They just need to have redesigned the ordering process before you did.
That’s what’s happening. And the window to act is now.