# What AI Training Does Your Team Need? A One-Page Brief

Canonical URL: https://business.theaieducator.io/posts/what-ai-training-does-your-team-need
Publication: Dan Fitzpatrick Insights
Author: Dan Fitzpatrick
Topic: AI Training and Skills
Published: 2026-10-15T15:42:30.000Z
Modified: 2026-10-15T15:42:31.360Z

Most owners do not know what AI training to buy. Run the Gap Test on one job: is the gap skill, permission, time or judgment? Then fill in a one-page brief and decide what to train, fix or skip.

## In brief

Start with the gap, not the course. For each job you want AI to help with, decide whether your people lack skill, permission, time or judgment. Training closes skill and judgment gaps; only a manager can close permission and time gaps. A one-page brief turns that into what to train, fix or skip.

## Key takeaways

- The most common barrier to AI training in the UK government's employer survey was not knowing what training is relevant (50% of 801 employers), followed by lack of time (47%).
- The Gap Test asks, for one job at a time, whether the gap is skill, permission, time or judgment.
- Training closes skill and judgment gaps; only a manager can close permission and time gaps, so training bought for those changes nothing.
- A one-page training brief names the job, the gap for each person, who closes it, the format, the checker, the proof and two review dates.
- Skills England's employer guide says very short (30 to 90 minutes), stackable modules are more practical than longer courses for smaller employers.
- Ask each person privately what would stop them using AI on Monday; it gets a more honest answer than asking whether they need training.
- Six weeks after training, ask the three Confidence Test questions; a no tells you which gap is still open.

Start with the gap, not the course. For each job you want AI to help with, ask whether your people lack skill, permission, time or judgment. Training closes skill and judgment gaps. Only a manager can close permission and time gaps. Write one line per job on a one-page brief, and you will know what training to buy, build or skip.

That order matters because most owners are not short of enthusiasm. They are short of a way to decide.

## Why do so many owners not know what AI training to buy?

The barrier UK employers cited most often was not a lack of courses. It was not knowing which training is relevant. In the government's employer survey on AI skills, 50% of employers said they were unsure what training was relevant to their business, and 47% cited lack of time. The survey was run by Ipsos for the Department for Digital, Culture, Media and Sport and published on [GOV.UK on 28 January 2026](https://www.gov.uk/government/publications/ai-skills-for-life-and-work-employer-survey-findings/ai-skills-for-life-and-work-employer-survey-findings--2). It asked 801 UK employers, excluding sole traders and the public sector, between 19 March and 7 June 2024. Only 11% said they or their staff had done any AI training in the previous 12 months.

Those are 2024 figures, so treat them as a pattern, not a current count. The pattern has held. Skills England's 2026 research summary, based on 23 workshops with around 150 organizations, 10 case studies and a UK employer survey with 536 responses, found that the main barrier is capacity rather than interest, and that staff often learn by trial and error, from peers and from online videos. In the United States, a Thryv survey of 561 small and medium-sized business decision-makers, fielded in April 2026, found 70% saying they need more training to use AI effectively and 57% naming YouTube and social media as their primary training source. Thryv sells marketing software, so read that one as an indication, not a benchmark.

Here is my reading, kept apart from what the sources found. The two biggest barriers are different kinds of problem. Not knowing what is relevant is a diagnosis problem. Having no time is a scheduling problem. A course fixes neither.

## What is the Gap Test?

The Gap Test is the question I suggest a business answers before it books or builds any AI training: for the job you want AI to help with, is the gap in skill, permission, time or judgment? Training closes skill and judgment gaps. Only a manager can close a permission or time gap, and training bought for those gaps changes nothing.

Run it person by person, for one job at a time:

| Gap | What the person says | What you see | Who closes it |
|---|---|---|---|
| Skill | "I don't know how to get a good first draft out of it." | Weak, vague or abandoned attempts | Short training on the real job |
| Permission | "I'm not sure I'm allowed to put that in." | Hidden use, or no use at all | A manager, with a written one-page note |
| Time | "I'd like to, but I can't spare the hour." | Good intentions, nothing changes | A manager, by protecting an hour or removing a task |
| Judgment | "It looked right, so I sent it." | Errors that pass through unchecked | Training on checking, plus a named checker |

Two of the four rows are not training problems at all. If your people are hiding their use, read [shadow AI](https://business.theaieducator.io/posts/shadow-ai-small-business) first. If the permission gap is the issue, a [one-page AI policy](https://business.theaieducator.io/posts/uk-small-business-ai-policy-template) does more than any session will.

## What I See When I Train Business Teams

Across the business teams I train, the request almost always arrives as a session on AI for everyone. When I ask which job the owner wants to improve, the answer is specific within a minute. Then the gaps sort themselves. A few people need a skill. Several are unsure what they may put into a tool. A few have no free hour in the week. A session for everyone helps the first group and leaves the rest where they were.

I have delivered more than 500 keynotes in 30 countries, and the organizations I have worked with include Google, RM Assessment and NCFE. What I describe here is a pattern from that work, not a statistic, and I would rather you test it on your own team than take my word for it.

## What goes in a one-page training brief?

A training brief is one page that says which job, which gap, who fixes it and how you will know. Copy the table below, fill it in for one job, and hand it to anyone you are thinking of paying to train your team, or to whoever will run the session internally.

| Line | What to write |
|---|---|
| 1. The job | One recurring job, named, and the people who do it |
| 2. Good looks like | The finished work, described in one sentence |
| 3. The gap | For each person, one word: skill, permission, time or judgment |
| 4. Who closes it | Training for skill and judgment; a named manager and a date for permission and time |
| 5. The format | One short session on this job's real material, then one protected practice hour in the following week |
| 6. The checker | Who checks the AI-assisted work, and for what |
| 7. The proof | What you expect to see in six weeks, and the three Confidence Test questions you will ask |
| 8. The reviews | Two dates, three months and six months out |

Line 3 is the one that saves the most effort. It is also the one owners skip, because it means asking each person a direct question. Ask it one to one, and ask it kindly. "What would stop you using this on Monday?" gets a more honest answer than "Do you need training?"

## How short can the training be?

Shorter than most owners expect, as long as it is built on real work. The Skills England employer guide, published with the Department for Work and Pensions and [updated on 27 July 2026](https://www.gov.uk/government/publications/skills-for-ai-what-works-for-ai-upskilling-in-the-uk/employer-guide-what-works-for-ai-upskilling-in-the-uk--2), says that for smaller employers "very short (30 to 90 minutes), stackable modules are more practical than longer courses". It also suggests short check-ins to review training at three and six months, which is why line 8 of the brief exists.

The guide proposes six design principles, summed up as PRIMES. Its executive summary words them as training that is practical, reachable, integrated, modular, expandable, and sustainable. Each lines up with a line of the brief:

| PRIMES principle | In the executive summary's words | Where it shows up in the brief |
|---|---|---|
| Practical | "linked to real tasks and decisions" | Lines 1 and 2: one named job |
| Reachable | "easy to access in time, format and language" | Lines 4 and 5: protected time |
| Integrated | "built into work, systems, standards and governance" | Line 6: the checker |
| Modular | "short, flexible and suitable for different starting points" | Line 5: one short session per gap |
| Expandable | "able to grow across roles, teams and organisations" | Line 8: add the next job after the review |
| Sustainable | "kept up to date as AI tools and work practices change" | Line 8: the reviews |

Two cautions. The evidence behind PRIMES is UK evidence, and its authors describe it as strong and mixed, so use it as a design check rather than a proven recipe. And the guide carries each principle's meaning in its section headings rather than in formal definitions, so the mapping in the third column is mine.

If you are in the UK and the gap is basic skill, the government has opened its AI foundations courses on the AI Skills Hub to every adult, and the [28 January 2026 announcement](https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030) says some take under 20 minutes. They suit the skill gap well. They cannot close a permission gap, because they do not know your rules. For the skill itself, my pieces on [prompting as a job skill](https://business.theaieducator.io/posts/prompting-skills-at-work) and [what makes AI training stick](https://business.theaieducator.io/posts/ai-training-for-small-business-teams) go further.

## What does a worked example look like?

Take a hypothetical 20-person electrical and heating contractor with a five-person office team. The owner wants quote follow-up emails and job summaries drafted faster. She runs the Gap Test on that one job, one person at a time.

Asha has never used AI on her own work: skill. Ben uses it a little, but is unsure whether customer addresses may go in: permission. Carla would like to try but spends Friday afternoons chasing invoices: time. Dev uses it daily and pastes quote totals straight into emails without checking: judgment. Eli is already fluent and has no gap.

The owner does not book a day for five. She writes a one-page note on what may and may not go into the tool, which closes Ben's gap in twenty minutes. She moves invoice chasing to Thursday morning so Carla has a protected hour on Friday. She asks Eli to run a 60-minute session for Asha on real quote emails. She gives Dev a 45-minute session on checking figures, with the office manager as named checker for quote totals. Two short sessions, one note and one schedule change. In six weeks she asks each person the Confidence Test questions.

## How do you know the gap has closed?

You know it has closed when the person who had the gap can say so. Six weeks after the session, ask each person the three questions of the Confidence Test, which I put to a member of staff, not their leader: Do you know what you are allowed to use it for? Have you used it on your own work this week? If it got something wrong, would you tell someone? Confidence is when all three answers are yes from the people least likely to give them.

A "no" tells you which gap is still open. The first question points to permission, the second to skill or time, the third to judgment. If you want a count across the whole team, the depth sheet in [Is your team really using AI?](https://business.theaieducator.io/posts/is-your-team-really-using-ai) gives you one. For people who joined recently, the same logic sits inside [the first month of AI training for new hires](https://business.theaieducator.io/posts/ai-training-for-new-hires).

## What should you do this week?

1. Pick one recurring job that eats time in your office: quotes, replies, summaries, reports.
2. List the people who do it, and ask each one privately: "What would stop you using AI on this on Monday?"
3. Write one word beside each name: skill, permission, time or judgment.
4. For every permission or time gap, write the manager's fix and a date. Do these first, because they cost no training at all.
5. For every skill or judgment gap, book one session of 30 to 90 minutes on that job's own material, and a protected practice hour the week after.
6. Name the checker for the finished work.
7. Put a date six weeks out in the diary to ask the three Confidence Test questions.

## Where to go from here

If you would like the Gap Test run with your team on a real job, that is how my [AI training for teams](https://theaieducator.io/ai-training-for-business?utm_source=business.theaieducator.io&utm_medium=referral&utm_campaign=what-ai-training-does-your-team-need) is built. If you want to see where your business stands before you plan anything, the [Business AI Readiness Scorecard](https://theaieducator.io/business-ai-readiness?utm_source=business.theaieducator.io&utm_medium=referral&utm_campaign=what-ai-training-does-your-team-need) takes about five minutes.

## Sources and further reading

- Ipsos for the Department for Digital, Culture, Media and Sport, ["AI Skills for Life and Work: Employer survey findings"](https://www.gov.uk/government/publications/ai-skills-for-life-and-work-employer-survey-findings/ai-skills-for-life-and-work-employer-survey-findings--2), GOV.UK, 28 January 2026 (fieldwork 19 March to 7 June 2024, 801 UK employers).
- Department for Work and Pensions and Skills England, ["Skills for AI: What works for AI upskilling in the UK", employer guide](https://www.gov.uk/government/publications/skills-for-ai-what-works-for-ai-upskilling-in-the-uk/employer-guide-what-works-for-ai-upskilling-in-the-uk--2), GOV.UK, published 10 June 2026, updated 27 July 2026; and its [executive summary](https://www.gov.uk/government/publications/skills-for-ai-what-works-for-ai-upskilling-in-the-uk/executive-summary-what-works-for-ai-upskilling-in-the-uk).
- Department for Science, Innovation and Technology and Skills England, ["Free AI training for all, as government and industry programme expands to provide 10 million workers with key AI skills by 2030"](https://www.gov.uk/government/news/free-ai-training-for-all-as-government-and-industry-programme-expands-to-provide-10-million-workers-with-key-ai-skills-by-2030), GOV.UK, 28 January 2026.
- Thryv, ["AI Adoption Continues to Rise, but 70% Say They Need More Training to Use It Effectively"](https://businesswire.com/news/home/20260625243838/en/AI-Adoption-Continues-to-Rise-but-70-Say-They-Need-More-Training-to-Use-It-Effectively), Business Wire, 2026 AI and Small Business Adoption Survey (fieldwork April 2026, 561 US small and medium-sized business decision-makers; sponsor survey).

*Dan Fitzpatrick, The AI Educator, advises governments and system leaders and has trained more than 150,000 people in 30+ countries. [About Dan](https://theaieducator.io/about).*

## Frequently asked questions

### What AI training does my team need?

It depends on the gap, not the job title. For each person, decide whether the gap is skill, permission, time or judgment. Skill and judgment gaps need short training on real work. Permission and time gaps need a manager's decision. Start with one recurring job and one brief.

### How long should AI training for a small team be?

Shorter than most owners expect. Skills England's employer guide says very short, stackable modules of 30 to 90 minutes are more practical than longer courses for smaller employers. Pair one short session with a protected practice hour the following week, then review at three and six months.

### Why is my team not using AI after training?

The gap may not be skill. People often hold back because they are unsure what they are allowed to use it for, or because they have no protected time to practice. Ask each person privately what would stop them using it on Monday, then fix permission and time first.

### Is there government AI training for UK businesses?

Yes. The UK government has opened free online AI foundations courses on the AI Skills Hub to every adult, and its January 2026 announcement says some take under 20 minutes. They suit a basic skill gap, but they cannot set your business's rules on what staff may put into AI tools.

### How do I know whether AI training worked?

Six weeks later, ask each person the three Confidence Test questions: do you know what you are allowed to use it for, have you used it on your own work this week, and would you tell someone if it got something wrong? A no points to the gap still open.

### Do I need an outside trainer for AI?

Not always. A skill gap on a specific job can often be closed by a fluent colleague running a short session on real work. An outside trainer helps when nobody on the team is fluent yet, or when you want a consistent core offer across several teams.

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Source: [What AI Training Does Your Team Need? A One-Page Brief](https://business.theaieducator.io/posts/what-ai-training-does-your-team-need)
Publisher: [The AI Educator](https://theaieducator.io)