Small businesses need practical AI, not theatre

You do not need a lab. You need one slow job done faster. That is the whole brief for most small businesses, and almost everything else is theatre.

AI theatre is everywhere right now. The innovation workshop. The strategy offsite about the future of the firm. The pilot project with a steering group and a slide deck. The new job title with “AI” in it. It all looks like progress and serious intent. Most of it produces nothing a customer would ever notice, because none of it touches the actual work.

Here is why owners get pulled into it. Theatre is comfortable. It is safe to talk about AI in the abstract, to have a vision, to be seen taking it seriously. It is far less comfortable to point the tool at one real job, because that job has messy details and the result will either work or visibly not. Theatre lets you look modern without risking a clear outcome. Practical AI forces an outcome, and outcomes can fail in public.

The businesses I respect skip the theatre entirely. A two-van plumbing firm does not need an AI strategy. It needs the customer’s voicemail turned into a booked job without the owner sitting at a laptop every evening. A small accountancy practice does not need a year-long change programme. It needs the same three client questions answered without a partner writing the same email for the hundredth time. These are small, specific, unglamorous wins, and they are worth more than any workshop.

I worked with a training company that had been “exploring AI” for the best part of a year. Meetings, demos, a vague roadmap, nothing live. We ignored all of it and asked one question. What is the most boring job that eats your week. The answer was turning course feedback forms into summary reports for clients, a full day every week of copy, paste, and tidy. We fixed that one job. They got a day a week back, immediately, that they could feel. That single fix did more for their belief in AI than a year of exploring, because it was real.

The sharper way to think about it is to measure everything by the result, not the activity. A workshop is activity. A day a week returned is a result. A strategy is activity. A quote out the door in ten minutes instead of two days is a result. If you cannot point to a job that is now faster, cheaper, or better, you have been doing theatre, however busy it felt.

This matters more for small businesses than large ones, because you do not have slack to waste. A big company can run a useless AI programme for a year and absorb it. A ten-person firm cannot. Every hour spent on theatre is an hour not spent on a customer or a real fix. The cost of pretending is much higher when the business is small.

The practical takeaway. Forget the strategy, the workshop, and the roadmap for now. Name the single most tedious, repetitive job in your week, the one everyone groans about. Point AI at that, get it working, and feel the time come back. One real fix beats a year of looking serious about innovation. Do enough small real fixes and you will have something far better than a strategy. You will have a business that quietly runs lighter than the competition.