Ask a small business owner whether they use AI and, these days, the answer is usually yes. Someone in the office drafts emails with ChatGPT. Copilot came bundled with the Microsoft licence. The accounting software added a button with a little sparkle on it last spring.

Ask what it has actually changed, and the conversation gets quieter.

That gap, between using AI and getting anything measurable from it, has become the defining feature of small-business AI on both sides of the Atlantic. And it's arguably at its widest here in Ireland.

Plenty of use, not much depth

In the US, a Goldman Sachs survey of more than 1,200 small-business owners earlier this year found three-quarters already using AI in some form, and almost as many (73%) said they'd need more training and support to make it work properly.¹ Census Bureau data, which uses a stricter test (AI in an actual business function, not just someone trying a chatbot), puts it closer to one firm in five, and the Minneapolis Fed describes what use there is as “experimental, task-specific, and uneven”.²

Europe looks similar, only slower. Eurostat counted roughly one in five EU businesses using AI in 2025, dropping to 17% among small firms.³ A Eurobarometer survey of nearly 13,000 SMEs and mid-sized companies, carried out this spring, found 42% using AI, mostly “in a limited, experimental way”.⁴

The OECD's latest survey, covering about 2,000 small businesses across twelve countries (more digitally active than average, as the OECD itself notes), comes closest to showing the shape of the thing. Three-quarters of the AI users rely on off-the-shelf tools. More than half use AI only for isolated tasks. Just 19% use it across more than one part of the business.⁵

A quick word on numbers, because they vary wildly. Count “anyone using any AI tool” and adoption looks huge; count “AI built into how the business runs” and it looks small. Figures anywhere from 17% to over 90% are all, in their way, correct. The distance between them is more or less what this article is about.

The step that gets skipped

The most telling part of the OECD data is how firms decided what to do with AI in the first place. Among small businesses already using it, 30% said they had no strategy at all. Another 19% said their approach was essentially whatever their software platforms offered.⁵ Put those together and roughly half are either improvising or letting a vendor's product roadmap make the call.

It's an easy way to start. The tools are cheap and they're already sitting inside software you pay for. Working out what the business actually needs is slower, and nobody sells that with a free trial.

The catch is that a tool can only speed up the work it's pointed at. If the month-end figures still come from spreadsheets that don't quite agree with each other, an assistant that summarises them in thirty seconds hasn't fixed anything. It's just made the disagreement quicker to read.

Not sceptical, just stuck

When businesses explain why they haven't gone further, it's rarely because they think AI is pointless. Among EU firms that looked at AI and decided against it, only about one in five said it wasn't useful to them. Seven in ten pointed to a lack of expertise, and around half to uncertainty about legal consequences or data protection.³

So most owners aren't doubters. They're unsure where to begin, and wary of getting it wrong.

What it looks like in Ireland

Irish small businesses have picked up AI tools faster than most. A survey for the Small Firms Association, published in August, found 92% of small firms using generic tools like ChatGPT and Copilot, but only 30% using anything tailored to their business.⁶

Trinity College Dublin and Microsoft Ireland's AI Economy in Ireland 2026 report, which surveyed 250 organisations over last winter, describes the result plainly: employees are adopting AI faster than organisations are redesigning the work around it. Organisations that treat AI as a strategic matter are significantly more likely to report measurable value. Yet more than half have no formal AI policy, and smaller firms are much more likely than large ones to be stuck at an early stage.⁷

What really sets Ireland apart is how owners describe the obstacle. In a Google and Amárach survey of 400 Irish SMEs in March, the most common barrier wasn't cost. It was fear of making mistakes, at 30%, ahead of lack of skills and cost. One in six said they simply didn't know where to start.⁸ In Cork the same research put fear of mistakes at 40%, and not knowing where to start at 28%.⁹

That's worth sitting with for a moment. Irish owners aren't short of tools, and they're not short of interest. What's missing is a safe, sensible first step, and without one the default becomes another subscription.

Five questions to answer before you buy anything

None of this needs a data team to get going. It needs an honest hour with whoever really knows how the business runs. Before choosing any tool, try these.

Which decision should get better? Not “where could we use AI”, but which specific decision you'd like to make faster or with more confidence: pricing, stock levels, staff rotas, chasing late payments.

What numbers feed that decision today? Write them down, along with where each one comes from.

Who owns those numbers? If the honest answer is “depends who you ask”, you've found your first project. It isn't an AI project, and that's fine.

Where do they actually live? In a proper system, a spreadsheet, someone's inbox, or someone's head. Most businesses find at least one surprise here.

What would you stop doing if it worked? If the answer is nothing, if the old report still gets made and the old meeting still happens, the tool will add work rather than take it away.

If you can answer all five clearly, picking a tool becomes a short conversation. If you can't, that isn't a failure. It's probably the most useful thing you'll learn about your business this year, and finding it out costs nothing.

Where we fit in

This is exactly what Transilient's AI Data Modernisation Diagnostic was built for: a short, low-commitment look at where a business's data and processes really stand, before any tool gets recommended. For a lot of Irish SMEs, it's the safe first step the surveys say is missing.

If you'd rather start on your own, the five questions above will take you a long way. If you'd like a second pair of eyes, our services page (transilient.ai/services) sets out the Diagnostic and what can follow it, in the order it's meant to be taken.

Sources

1. Goldman Sachs 10,000 Small Businesses Voices, AI survey conducted by Babson College and David Binder Research, 1,256 respondents, 27 January – 4 February 2026. Reported via Business Wire, 17 March 2026. https://www.businesswire.com/news/home/20260317141697/en/Survey-Small-Businesses-Embrace-AI-But-Need-Training-and-Support-to-Fully-Harness-It

2. Federal Reserve Bank of Minneapolis, “AI adoption in business grows steadily but unevenly”, 29 May 2026, based on US Census Bureau Business Trends and Outlook Survey data. https://www.minneapolisfed.org/article/2026/ai-adoption-in-business-grows-steadily-but-unevenly

3. Eurostat, Use of artificial intelligence in enterprises, 2025 data. https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Use_of_artificial_intelligence_in_enterprises

4. European Commission, Flash Eurobarometer on AI and algorithmic management in SMEs and mid-caps, fieldwork March–April 2026, published October 2026. https://employment-social-affairs.ec.europa.eu/news/growing-use-ai-european-companies-2026-10-14_en

5. OECD, Empowering SMEs in the Age of AI, 2026 D4SME Survey. https://www.oecd.org/en/publications/empowering-smes-in-the-age-of-ai_bf5a9816-en.html

6. Small Firms Association / Amárach, reported by ThinkBusiness, 11 August 2026. https://www.thinkbusiness.ie/articles/sfa-warns-shallow-ai-adoption-among-irish-small-businesses/

7. Trinity College Dublin and Microsoft Ireland, AI Economy in Ireland 2026: AI Adoption Index. https://www.tcd.ie/media/tcd/business/research/TCD--AI-Economy-Report-2026-Web.pdf

8. Google / Amárach survey of 400 Irish SMEs, March 2026. https://carlow.ie/news/2026/80-smes-say-ai-can-transform-their-business-lack-skills-keeps-adoption-rates-low

9. Google / Amárach, Cork SME findings, reported by the Irish Examiner, May 2026. https://www.irishexaminer.com/business/companies/arid-41840916.html

Where do you start with AI when you don’t have an IT Department?