Why most AI vendors won't save you a single hour

This week I sat through a sales pitch a small Dublin retailer had been sent. Four pages of glossy PDF. The headline was AI Transformation for Independent Retail. The price was €4,000 for "phase one" with a recurring subscription on top.

When I asked what the outcome was, the answer came back in feature language: "AI-powered insights", "automated content workflows", "next-generation customer engagement". None of which means anything when you're trying to decide between two suppliers on a Wednesday morning.

The one question to ask

Before you spend a euro with anyone selling you AI, ask this:

"What is the specific decision or task this will change for me, and how will I know it's working?"

If they answer with another feature, you have your answer.

If they answer with something like "It'll handle the routine emails that eat your Friday afternoons, and you'll know it's working when your inbox at 5pm has fewer than ten unread customer questions" — now you're getting somewhere.

Why this matters more for small businesses

Big companies can afford to run pilots. They can throw €40,000 at a "transformation programme", learn nothing, and keep going. You can't.

A useful AI implementation for a small business looks like:

• One specific task it removes from your week (or your staff's week).
• A concrete way to tell whether it's working in 30 days.
• A clear plan to switch it off if it isn't.

Anything that doesn't pass those three checks is theatre dressed up as strategy.

What I do differently

When I work with a business, I don't sell tools. I sell one useful AI thing per quarter, chosen with you, built to your data and your way of working, and reviewed honestly every month. If the thing I built isn't saving you time after 60 days, I either fix it or I replace it.

That's the whole pitch. No transformation. No phases. Just one real thing at a time.

If that's the conversation you want to be having, let's have a 30-minute chat.