AI courses in Ireland: what a good one actually covers

Every week another AI course lands in an Irish business owner's inbox. Some are excellent. Many are a two-hour demo of a chat window with a certificate at the end.

Start with the outcome, not the syllabus

Before you look at any agenda, write down what you want to be true a month after the course. Something like: "our quotes take half the time to prepare" or "we have a written rule about what customer information can go into an AI tool". If a course can't be traced back to an outcome like that, it's entertainment.

What a good course covers

• Where the time actually goes. Any course that doesn't start with your own processes is selling a product, not teaching a skill.
• Judgement, not keystrokes. Which tasks are safe to hand over, which need a human check, and how you tell the difference.
• Checking the output. How to spot a confident answer that is wrong, and what to do about it.
• Data protection in plain terms. What GDPR means for putting client information into an AI tool, and what a reasonable internal rule looks like.
• More than one tool. Claude, ChatGPT and Gemini behave differently. A course tied to a single vendor is a sales channel.
• What happens on Monday. A concrete next action per person, not a slide deck.

Warning signs

1. The word "transform" appears more than twice in the description.
2. There's no mention of data protection anywhere.
3. The trainer can't name a business like yours they've worked with.
4. It ends with an upsell to a subscription platform you'd have to run yourself.

Formats that suit an SME

Half-day, in person, with your own real work in the room, tends to beat a six-week online programme nobody finishes. If you have more than a handful of staff, run one session for the people doing the work and a separate short session for whoever has to sign off on the rules.

A fair price

For a half-day, in-person, tailored session in Ireland, expect somewhere between EUR 900 and EUR 2,500 depending on group size and how much preparation is involved. Well below that and it's generic; well above it and you should be getting written follow-up materials and a review session.