You have probably been there. A one-day AI seminar, a brilliant speaker, demos that make the room gasp, applause. Three weeks later nobody in that room works any differently, and the topic has quietly died.
The short answer: an AI workshop is worth your time when it is prepared on the real files of the people attending, fits in half a day, and ends with written decisions: which uses you prioritise, and what never goes into an AI tool. Without that, you are paying for a show.
Workshop, seminar, masterclass: what each word covers
Organisers blur the words, and that is where budgets go to the wrong place.
A seminar lasts one or two days. It informs a wide audience, and it carries a flaw that gets overlooked: gathering a whole leadership committee for that long pushes the decision back by months, because no calendar allows it.
A masterclass or a keynote is a speaker, a room, questions at the end. It makes people curious and builds a shared vocabulary. It is a good way to open the topic, and we run those too: see our events.
A workshop works. A small group, a leadership team or a department, documents on the table. You leave with something done.
Why most workshops change nothing
Two flaws come back every time. The first is the generic demo. I got caught once with a large production company: I was pushed to arrive with spectacular use cases, to impress. We lost everyone, and each person left feeling their job was about to disappear. Conference examples impress, and they help nobody around the table.
The second is that nobody decides. People leave with ideas, none has a name or a date, and at the next meeting the conversation moves on. A demo makes the decision possible, nothing more.
What a good workshop contains
Here is how our workshop for leadership teams runs. It lasts between 3.5 and 4 hours. I describe it because it is the format I know best.
- Before the day, a pre-diagnostic: who uses what in the team, what the business irritants are, where the sensitive data sits.
- A review of where you stand, using the pre-diagnostic figures.
- Live demos on your own cases, function by function: finance, HR, sales, operations. Everyone sees their own job.
- The decisions: priority uses, a one-page usage policy, the resources and the owners for the next 90 days.
- To close, each member leaves with a first use case to test within the week.
Why real files? AI is a useless intern at the start, one you have to teach everything. Until an executive has made it work on their own file, they judge the projects put in front of them without knowing what it is worth.
One honest limit: this workshop is the one we run for French-speaking leadership teams. We have no English cohort open yet. If you lead in English, the waitlist at the bottom of this page is the way in, and you will hear first.
Four questions to ask before you sign
Whoever the organiser is, the answers to these questions are worth a specification.
- What happens before the day? If the answer is "nothing, we adapt on the spot", you are buying a generic workshop.
- Which files do we work on? Yours, or those of a slide deck?
- What is written down at the end? A usage policy, a ranked list of uses, named owners. Not a minute of what was said.
- What happens the next day? In what I see with clients, a topic with no follow-up fades within weeks. Ours continues through one-to-one coaching or a 12-week bootcamp.
The paper trail
Since the digital omnibus, Article 4 of the AI Act asks companies to take measures to promote AI literacy among their staff and the people using AI tools on their behalf (Regulation (EU) 2026/1744 of 8 July 2026). A documented workshop, with a programme, an attendance sheet and certificates, gives you something to show. We covered the rule in AI literacy training under the EU AI Act.
This week's move
Before you sign anything, write the list of files that keep your team awake at night, the pebbles in the shoe. Send it to the organiser. If they do something with it, it is a workshop. If they reply with a catalogue of modules, it is a seminar.
You enter AI through the problem, never to look at the AI. If your target is the executive committee itself, we wrote the executive committee guide. For one-on-one follow-up, here is what happens in executive AI coaching.
Our workshop runs in French today. If you lead in English and want the same live format, join the waitlist: you will hear first when an English cohort opens. To compare formats in the meantime, see AI training for executives or AI coaching for executives.
Join the waitlist →Frequently asked questions
How long should an AI workshop for executives last?
A half-day, between 3.5 and 4 hours, is enough to decide, provided a pre-diagnostic was done beforehand. That is the length of our workshop for leadership teams. One-or-two-day seminars exist, but gathering a full committee that long pushes the decision back by months.
What is the difference between an AI workshop, a seminar and a masterclass?
A seminar informs a wide audience over one or two days. A masterclass or a keynote relies on a speaker talking and a room listening. A workshop gathers a small group, a leadership team or a department, that works on its own files and leaves with written decisions.
Can an AI workshop count as AI literacy training under the EU AI Act?
It can help you show that you acted. Article 4 asks companies to take measures to promote AI literacy among their staff and the people using AI on their behalf. A documented workshop, with a programme, an attendance sheet and certificates, gives you something to show. It is one measure among others, not a certificate of compliance.
