- What does an AI keynote do well?
- What does an AI workshop do well?
- Keynote, workshop or both: a side-by-side view
- Can you combine a keynote with a breakout workshop?
- Which questions decide between a talk and a hands-on session?
- Common mistakes when booking AI sessions for an event
- Where I fit if you're weighing a keynote against a workshop
- Frequently asked questions
Book an AI keynote when you want a large audience to rethink what AI means for their work in a short, shared moment. Book an AI workshop when a smaller group needs to leave having built or practised something on their own tasks. Many events do both: a keynote first, then a breakout workshop. I'm Lilach Bullock, I've spoken at more than 100 events internationally and run hands-on AI workshops, and I'm one option for either format.
Last checked: October 2026.
Event organisers often come to this choice from the wrong end. They start with the format and only later ask what they want people to do differently afterwards. Flip it round. Decide what you'd like attendees doing on Monday morning, and the right format usually becomes obvious.
Here's a plain comparison to help you decide, whether you're planning a conference, a company away day or a team training day.
What does an AI keynote do well?
A keynote is built to shift thinking in a big room. In a short slot it can calm fears, puncture hype, show what's realistic and give everyone a shared language for the conversations that follow. It works best when:
- The audience is large, mixed, or from many different roles.
- People have heard plenty of noise about AI and need a clear, grounded view.
- You want energy and a common starting point for the rest of the event.
- Time is short and the agenda is busy.
What a keynote won't do is teach people a new skill they can use straight away. It opens the door; it doesn't walk them through it.
What does an AI workshop do well?
A workshop is hands-on. A smaller group works on real tasks, tries tools, makes mistakes in a safe place and leaves with prompts, templates or a small workflow they built themselves. It works best when:
- The group is small enough for everyone to get help.
- People need to practise rather than just listen.
- Attendees can bring laptops and their own work.
- You want a visible change in how a team works, not just how it thinks.
The trade-off is reach. A workshop can't serve a hall of hundreds the way a keynote can.
Keynote, workshop or both: a side-by-side view
| Your goal | AI keynote | AI workshop |
|---|---|---|
| Shift how a large audience thinks about AI | Strong fit | Too small a format |
| Give people a skill they use next week | Sparks interest only | Strong fit |
| Calm nerves and cut through hype | Strong fit | Works for small groups |
| Build prompts or workflows on real tasks | Not the format for it | Strong fit |
| Kick off a conference or away day | Strong fit | Better as a breakout |
| Change a single team's daily habits | Helps set the scene | Strong fit |
Can you combine a keynote with a breakout workshop?
Yes, and it's often the strongest option. The keynote gives everyone the same big-picture view, then smaller groups split off into a workshop to put it into practice. A few ways to arrange it:
- Keynote, then breakouts: the whole audience hears the talk, then chosen groups move into hands-on sessions.
- Keynote for all, workshop for one team: the conference gets the talk, and your own team gets a deeper session the next day.
- Short talk inside a workshop: for a team day, a brief opening talk followed by practical time works well.
If you're leaning towards a workshop for your own staff, it's worth reading about running a hands-on AI session for marketing teams so you know what a good one includes.
Want AI doing the heavy lifting in your marketing?
I build the systems that handle the boring 80 percent, so you get your week back. Done properly, with the human kept in.
Which questions decide between a talk and a hands-on session?
Work through these with whoever's planning the event. They'll settle it faster than any debate about formats.
- How many people will attend? Large numbers point to a keynote. Small groups open up a workshop.
- How confident is the audience with AI? A nervous or sceptical crowd often needs a keynote first. A curious, willing group can go straight to hands-on.
- What should people do on Monday? If the answer is "think differently", a keynote. If it's "use a new workflow", a workshop.
- How much time do you have? A short slot suits a talk. Hands-on work needs longer.
- Can attendees bring laptops? If not, a workshop loses much of its value.
- Is there follow-up after the event? Workshops deliver more when there's a check-in afterwards.
Common mistakes when booking AI sessions for an event
- Booking a hands-on workshop for a room too big for anyone to get help.
- Expecting a keynote to leave people with practical skills.
- Leaving no time for questions, which is where most of the value in an AI talk sits.
- Choosing a speaker who sells a single product rather than giving a balanced view.
- Forgetting to tell the speaker or trainer who's in the room and what they already know.
Where I fit if you're weighing a keynote against a workshop
I'm a good fit if you want a practical, plain-English take on AI for business owners, marketers or mixed audiences, and if you like the idea of a talk followed by hands-on time. With more than 100 events behind me and 21 years in marketing, I'm happy in a big room or around a table with laptops. You can read about my AI keynote talks.
I'm not the right speaker if you need a deeply technical talk for engineers or data scientists, or academic research on how AI models are built. A technical specialist will serve that audience better.
Frequently asked questions
What is the difference between an AI keynote and an AI workshop?
A keynote is a talk to a large audience that changes how people think about AI. A workshop is a hands-on session for a smaller group who practise on real tasks and leave with something they've built.
Can an AI keynote and workshop be combined at one event?
Yes. A common format is a keynote for everyone followed by breakout workshops for smaller groups who want to put it into practice.
How long is an AI keynote?
Most keynotes are a short slot within an event agenda, often with time for questions. Agree the exact length with the speaker when you book.
How many people can attend an AI workshop?
Few enough that everyone gets help while they practise. If the group is large, split it into several smaller sessions.
Is an AI keynote or workshop better for a team away day?
For a single team, a workshop or a short talk followed by hands-on time usually changes more. A keynote alone suits bigger, mixed audiences.


