How to Choose an AI Training Provider in 2026: Seven Questions That Expose the Offer
The AI training market is full of decks that change nothing by Monday. Here are seven questions to ask any training provider before you sign, the red flags worth walking away from, and a public price benchmark: our closed workshops start from €1,200 net per day for a group of up to 15. Then book the free process scan and check whether training is what you actually need.
Anyone can build a deck about AI. The difference between training that changes how a team works and a one-day slide show shows up on the sales call, if you ask the right questions.
9 min read
You choose an AI training provider on seven answers: who runs the day, whose tasks you work on, what remains after the workshop, how they talk about data boundaries, whether they can talk you out of buying, whether the price is stated plainly, and how they treat Article 4 of the AI Act. Our benchmark: from €1,200 net per day, groups of up to 15, run by an engineer.
The AI training market grew faster than the ability to judge it. One label now covers a one-day tool tour for a mixed room, a no-code workshop, a developer course, and real work on your own documents. A buyer sees four similar offers and prices that differ tenfold. The questions below separate them.
Seven questions for an AI training provider
- Who runs the day, and what has that person built? Ask for the trainer's name and for a description of a system that runs in production because of them. A practising engineer will talk about boundaries, escalations and what broke. A trainer delivering a catalogue programme will talk about the programme. Both answers can be honest; they teach different things.
- Whose tasks will we work on? Good training collects real participant work before the day: emails, contracts, spreadsheets, briefs. If the answer is "we have prepared examples", the workshop is an exercise rather than a change in how you work.
- What remains afterwards? Ask exactly what you receive in writing: a written working standard, data rules, a library of prompts for your team's tasks, a list of things nobody should do. Recordings and a certificate are the extras.
- How do you talk about data boundaries? Specific sounds like this: what may be pasted in, in which account and plan, what the vendor does with the content, who can read the history. Vague sounds like this: "we take data security seriously." This single answer exposes the trainer's level faster than anything else.
- Can you tell a buyer it is not worth it? Ask when they advise against their own workshop. A provider with no such case is selling a calendar slot rather than an outcome.
- Is the price stated plainly? You should hear a rate per day or per person, net of VAT, the maximum group size, what is included (preparation, materials, follow-up contact) and what costs extra (travel, a second day, implementation support).
- How do you treat Article 4 of the AI Act? A sound answer talks about literacy measures and about documentation your company keeps itself. A sales answer talks about a "mandatory AI Act certificate". The rule itself is covered in our piece on AI Act Article 4 and literacy training.
| Question | Answer that bodes well | Red flag |
|---|---|---|
| Who runs it | A name, systems in production, willing to go technical | "Our team of experienced trainers" |
| Whose tasks | We collect your work before the day | "We have prepared industry examples" |
| What remains | Written standard, data rules, prompt library | A slide deck and an attendance certificate |
| Data boundaries | What may be pasted, in which plan, what the vendor does | "We take data security seriously" |
| Disqualification | Concrete cases where they advise against it | "Every company needs this" |
| Price | Day rate, net, group cap, scope | "Quoted after a needs analysis", no range |
| AI Act | Literacy measures, documentation kept by you | "AI Act compliance certificate in one day" |
Red flags
Three promises that let you end the call early.
- A productivity guarantee expressed as a percentage. Nobody knows your processes before the workshop, so a number promised beforehand is invented. Effect is measured afterwards, on named tasks.
- An AI Act compliance certificate after one day. Compliance is a state of the organisation, and no trainer can issue it on paper. An agenda and an attendance list can support your documentation without replacing it. This is not legal advice.
- A programme with no work on your tasks. If the agenda lists only topics ("what AI is", "a tour of the tools") rather than outcomes on your documents, you are buying a lecture.
What AI training should cost
There is no single market rate, because one label covers different products: open courses bill per person, closed workshops bill per day or per group, and developer courses bill per cohort. Verified prices for specific offers on the Polish market are collected separately, in our comparison of AI agent courses and training.
Our benchmark is public: closed AI training from €1,200 net per day, groups of up to 15, on site or online, run by an engineer. The full list of rates sits in the pricing page. Before you compare offers, work out the total cost, because the trainer's fee is usually the smaller half of the bill.
Total cost of a training day
= day rate (net)
+ participants × 8 h × hourly cost of their time
+ travel and logisticsThe same arithmetic explains why group size matters. At 15 participants the cost of your team's time exceeds the trainer's fee, so saving €200 on the trainer while accepting an off-the-shelf agenda is a bad trade.
Months to payback
= total cost of the day
/ (hours recovered per month × hourly cost of time)Fill in your own numbers. If the team cannot name the tasks where those hours are supposed to appear, that is a signal the problem is the process rather than the knowledge. In that case you need a conversation about automation instead of a workshop.
When training is the wrong purchase
Honestly: in three situations you should not buy a team workshop.
- Only one person needs to learn. A group programme for fifteen will dilute that person's specific process. One-to-one AI training on your own documents and at your own pace fits better.
- The team does not want to learn, it wants work taken off the desk. If the volume is high and repetitive (hundreds of tickets, invoices or emails a month), a workshop alone will not remove that work. Then the conversation is about process automation rather than a training day.
- The company has no data rules yet. If the board has not agreed what may be entered into AI tools, the workshop will produce habits you later have to unwind. Rules first, training second.
How we do it
Our training is run by an engineer who builds production deployments. The agenda comes from tasks the team sends in beforehand, and the day ends with a written working standard and data rules. Prices are stated plainly: from €1,200 net per day, groups of up to 15. If a call shows the workshop will not change how you work, we say so and propose something else.
We have delivered five one-to-one personal training sessions. Among the people who took them is Kuba Koziej, CEO and co-founder of MoreGrowth and a board member at Natu.Care (the reference concerns one-to-one personal training). Closed team training is an offer we describe as such. Formats and scope live on the AI training for teams page, and the shape of the day is in our team training guide.
How to start
- Write down three tasks your team performs this week that you want changed after the workshop. Without them, every offer will sound the same.
- Ask the seven questions on a short call with each provider. The differences surface in fifteen minutes.
- Compare total cost rather than the day rate, and check what you receive in writing afterwards.
Book a free process scan: 30 minutes with an engineer and a written summary within two business days, at no cost. We will also tell you when training is not what you need. See as well AI training for teams and the pricing page.
FAQ
How much does AI training for a company cost?
The spread is wide, because one label covers open courses priced per person and closed workshops priced per day. Our closed AI training starts from €1,200 net per day for a group of up to 15, on site or online, and an engineer runs it. You get the quote after a single call about your team's tasks, and the process scan itself costs nothing.
How do you recognise a good AI trainer?
By what they have built and whether they will discuss it on the call. A good trainer describes systems running in production, gets specific about data boundaries (what may be pasted in, in which account and plan), works on your documents instead of slide examples, and will tell you when a workshop makes no sense for you. The day rate should be stated plainly, net of VAT.
Is AI training mandatory?
Article 4 of the AI Act has applied since 2 February 2025 and requires companies to take measures towards AI literacy among people working with such systems. It does not require buying any particular course or certificate. A workshop agenda, an attendance list and written working rules can support your documentation, but on their own they are not proof of compliance. This is not legal advice.
Open course or closed workshop?
An open course fits when you want to send one or two people to survey the topic and accept an agenda written for a mixed group. A closed workshop fits when the whole team should work to one standard, on your documents and within your data boundaries. For a single person with a specific process, one-to-one training fits better.
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Frequently asked questions
- How much does AI training for a company cost?
- The spread is wide, because one label covers open courses priced per person and closed workshops priced per day. Our closed AI training starts from €1,200 net per day for a group of up to 15, on site or online, and an engineer runs it. You get the quote after a single call about your team's tasks, and the process scan itself costs nothing.
- How do you recognise a good AI trainer?
- By what they have built and whether they will discuss it on the call. A good trainer describes systems running in production, gets specific about data boundaries (what may be pasted in, in which account and plan), works on your documents instead of slide examples, and will tell you when a workshop makes no sense for you. The day rate should be stated plainly, net of VAT.
- Is AI training mandatory?
- Article 4 of the AI Act has applied since 2 February 2025 and requires companies to take measures towards AI literacy among people working with such systems. It does not require buying any particular course or certificate. A workshop agenda, an attendance list and written working rules can support your documentation, but on their own they are not proof of compliance. This is not legal advice.
- Open course or closed workshop?
- An open course fits when you want to send one or two people to survey the topic and accept an agenda written for a mixed group. A closed workshop fits when the whole team should work to one standard, on your documents and within your data boundaries. For a single person with a specific process, one-to-one training fits better.
Free process scan
Start with a free process scan.
- A 30-minute call with the engineer who would lead the work.
- A review of the processes that cost you the most time and money.
- A written summary of what to automate first and the likely cost range.
The scan is free and creates no obligation. If automation is unlikely to pay off, the written recommendation will say so.
€0
30 minutes · written takeaway within 2 business days
Times are shown in your own time zone. We work with clients across time zones.
Describe the process in the form