AI is for everyone — especially the ones who think it isn’t.

There's a story most business owners tell themselves about AI: it's for the tech giants, the startups, the companies with data scientists on staff. Firms like theirs — a twelve-person practice, a family distribution business, a regional agency — will get to it later, when it's more mature, when the dust settles. I think that story has it exactly backwards.

The frontier gets the headlines, but the frontier is crowded. Every large enterprise is running the same pilots, hiring from the same tiny talent pool, fighting for the same marginal gains. Meanwhile, the ordinary business — the one that still assembles quotes by hand, answers the same forty customer questions by email, and retypes information between three systems — is sitting on the largest untouched returns in the whole economy.

The biggest gains aren't where the technology is most advanced. They're where the work is least examined.

The unglamorous goldmine

In most small and mid-sized firms, nobody has ever mapped the work. Processes grew up around people, and people absorbed the friction — so the friction became invisible. When I sit with an owner and we simply list what their team actually does in a week, the pattern is always the same: a third of it is judgment that genuinely needs a human, a third is coordination that better process would remove, and a third is production and paperwork that today's AI does at a level nobody who hasn't looked would believe.

That last third is the entry point. Not a transformation program. Not a platform decision. One process, one team, one honest month of trying the tools on real work. The cost is close to zero. The lesson is worth more than any report you could commission.

Why the sceptics have the advantage

Here's the part I enjoy telling sceptical owners: your scepticism is an asset. The people most excited about AI often automate the wrong things — the interesting things, the demo-friendly things. The owner who thinks AI isn't for them tends to be the one closest to the boring, repetitive, margin-eating work where it lands hardest. You already know exactly where the pain is. You've just never had a tool that could touch it without a six-figure project attached.

Now you do. The same capability being used to write code at the frontier will draft your quotations, answer your routine emails, reconcile your spreadsheets, and summarise your site reports — this year, at the cost of a subscription, if someone shows your team how.

Everyone means everyone

I believe AI is an enabler for everyone — no matter how big or small, how simple or complex. Not because it's fair, but because that's what the economics say: the technology's price collapsed, so the returns moved to wherever unexamined work is piled highest. That's not Silicon Valley. That's your back office.

The ones who think AI isn't for them are holding the most upside. The only question is whether they cash it in — or wait until a competitor does it for them, at their expense.