AI bootcamp, workshop or course?
Three formats, what each one is actually for, and how to pick. Includes the case where the answer is none of them.
A workshop is half a day to one day and teaches people what the tools do. A bootcamp is two days to four weeks and teaches people to do the work themselves. A course is self-paced video and suits someone who wants theory on their own schedule. Pick by what has to be true afterwards. If people need to know AI exists and where it helps, run a workshop. If they need to produce something without help, run a bootcamp. If the goal is a certificate, buy a course and expect nothing else.
The three names get used interchangeably by providers. They are different products with different prices and different outcomes.
What is the difference?
| Compared on | Workshop | Bootcamp | Course |
|---|---|---|---|
| Length | Half a day to one day | Two days to four weeks | Self-paced |
| Teaches | What the tools do | How to do the work | Theory |
| Group size | 10 to 25 | 8 to 15 | Any |
| Afterwards | People know where AI helps | People produce work unaided | People hold a certificate |
| Typical cost | $3,000 to $12,000 | $8,000 to $40,000 per cohort | Low, per seat |
| Fails when | Treated as the whole plan | Nobody has time to attend | Nobody finishes it |
When is a workshop the right answer?
When the problem is awareness, not skill.
Your team has heard about AI. Nobody is sure what it is for in your company. Some people are using it quietly and not telling anyone. Others think it is a toy.
A half day fixes that. Everyone leaves with the same short list of tasks worth handing to a model, and the longer list that is not.
The trap. A workshop is often sold as the whole programme. It is not. On its own it is a good afternoon that changes nothing by the following month.
When is a bootcamp the right answer?
When people have to produce something without help.
This is the format for engineers who will build AI features, and for any team whose actual job is about to change. Four weeks is long enough to build something, break it, and learn why it broke.
The trap. Nobody has four weeks. So the bootcamp gets compressed to two days and becomes a workshop with a bootcamp price. Agree the time before you agree the fee.
When is a course the right answer?
When one person wants theory on their own schedule, and nobody is depending on the outcome.
Courses are cheap and they suit an individual with genuine motivation. They are a poor way to change how a team works, because completion rates for self-paced corporate learning are low and the people who finish are the people who least needed it.
The trap. Buying seats for a hundred people and calling it a programme. You have bought a report showing how many people logged in.
When is the answer none of them?
Three cases, and they are more common than providers admit.
Your team cannot open the tools. Fix access first. Training people on a tool they cannot use afterwards is the most common preventable failure in corporate AI training.
Nobody has said what should change. If you cannot name what will be different in six weeks, no format helps. Name it first. It takes an afternoon.
The real problem is a process, not a skill. Sometimes a team is slow because a form has fourteen fields, or because two systems disagree and somebody reconciles them by hand every morning. Teaching that team to prompt better does not touch it. That is a different piece of work and usually a cheaper one.
How do you pick?
Answer one question. What has to be true six weeks after it finishes?
- "People know where AI helps and where it does not." → Workshop.
- "This team ships an AI feature." → Bootcamp.
- "One person understands the theory." → Course.
- "A number goes down." → Name the number first, then pick.
Write the answer in one sentence before you speak to a provider. It will change which quotes you take seriously.
One limit worth stating
We run workshops and bootcamps, so we are not neutral about courses. The honest version: for a motivated individual, a good course is better value than anything we sell, and we would say so on a call. What a course cannot do is change how a team works together, because that needs people in a room at the same time disagreeing about a real task.
What to do this week
Write the sentence. What has to be true six weeks after it finishes.
Then read it back and ask whether it needs training at all. About a third of the time it needs access, or a decision, or a process fixed, and finding that out costs nothing.
What the market charges is here, and the nine questions to ask a provider are here. If you want the format chosen against your actual situation, that is a 30-minute call.
Once the format is settled, six providers are named and compared here.
If you are sitting on a process that costs more hours than anyone wants to admit, that is the conversation to have.
Book the callWritten by
Radwan Altaf
Radwan runs AISynq. Before that he delivered software inside enterprise programmes at DHL, AT&T, DirecTV and Accenture, which is where the habit of measuring a result against its baseline came from. More about the firm.
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