The "AI Expert" Was Using the Free Tier.
That's the Best News I Heard All Day.

It wasn't a framework. It was a prompt.

The problem this time wasn't the design. It was the substance.

Her talk wasn't about a framework. It wasn't about the technology. It wasn't about a product. It was a walkthrough of how she personally uses free AI tools to get her own job done.

Let me be blunt: it was AI-generated content presented as expertise. I can give you the prompt right now — "list what AI can do in customer management and its impact" — and you'd have most of her deck. When the talk is something the whole audience could generate on their phone during the coffee break, the talk has no edge.

And then there's the part I genuinely can't get past: the free tools themselves. These are people who introduce themselves by their title — senior role, big organisation, years behind them. Then they stand up and present work done on the free tier. You hold a serious position in a serious company, and you won't put down twenty US dollars a month for the tool you came here to talk about? That's one lunch. If the subscription isn't worth twenty dollars to you, either you don't really rely on it, or your organisation won't back you — and at that level, both are the opposite of expertise. On that stage, the free tier isn't a budget choice. It's a ceiling you volunteered for.

A university, a budget, and this is the expert it found.

Here is the part that stayed with me. This is a university. There is a budget. And the person they put on stage to teach AI in customer management was operating at the free-tool level.

I've written about both halves of this before. Once about how free AI tools are a ceiling you're standing on — fine for a demo, useless as a moat. And once about the harder problem: there is money to train people for the AI era, but who is actually qualified to teach it. This event was both articles, live, on one stage.

So I showed the dean — a good friend of mine — those two pieces. He read them, smiled, and handed me a line I won't forget: "Now you know how hard it is to find a good speaker." He has also, not coincidentally, been trying to get me to run a workshop for his students for months. The man is persistent.

He's right, though. The talent isn't there yet. The people who can teach this at any depth are the same small group still too busy building with it to show up on a panel.

The blank market is the whole point.

And that is the moment the disappointment flipped.

Because if this is the level of the "experts" — free tools, one-prompt content, no framework — then the market isn't crowded. It's blank. The demand is obviously real: a university is running events about it, a full room turned up. The supply of people who actually go deeper is almost nonexistent.

We've been building in this space for months. I'd put us at least six months ahead of what I watched on that stage, and the gap is widening, not closing. Six months, in this cycle, is not a small lead.

So I left a disappointing talk more certain, not less. The question that matters isn't who is on the stage today. It's who moves while the market is still this open.

The tell

My next move isn't to critique the speakers. It's to enter the market they just proved is empty.

The mediocrity on stage was not the problem. It was the invitation.

Published by IMA AI — July 2026. We've spent months building past the free tier — real systems, on real infrastructure, for Malaysian businesses — while the market's "experts" are still on the free plan. The gap is the opportunity.