HR TRANSFORMATION · 2.5 HOURS
AI Adoption for Line Managers
AI Adoption for Line Managers teaches team leaders and supervisors to review work their people have produced with AI tools, using a short standard in regular one-to-ones. You finish with a one-page one-to-one standard card for your team, so work is checked and owned by the person who made it without you rewriting it.
About this course
Many team members now use AI tools to draft reports, summaries, and customer replies, and their managers are left to decide how to review that work. Fluent text is easy to wave through, and without a shared standard a manager tends either to check every line personally, which does not last, or to stop checking altogether.
This course gives you a four-part standard for AI-touched work, three questions to ask in one-to-ones, and a way to return work with a question instead of rewriting it yourself. You finish with a one-page one-to-one standard card for your team, including the signs in the work that will show you the standard has taken hold.
What you will take away
- You will be able to set a review standard for AI-touched work in four parts: the work is owned, the use is declared, the facts are checked, and it stays within limits.
- You will be able to ask three questions about any piece of work, covering what was given to the tool, what came back and was changed, and what was checked.
- You will be able to read a team member's work for the factual sentences that have no named source, without proofreading or rewriting the whole document.
- You will be able to return work with comments that name the sentence, the part of the standard it misses, and a question the person can resolve.
- You will leave with a signed standard card that sets out your questions, three signs in the work, when you will look for them, and what you will ask for next.
Who this course is for
- Line managers and team leaders whose people have started using AI tools and who want a consistent way to review the work that comes back.
- Supervisors who hold regular one-to-ones and want questions that show how a piece of work was made without sounding suspicious.
- Middle managers in any function who are asked to encourage AI use and want to know whether it is producing reliable work.
- HR business partners who support managers and want a practical standard they can recommend across teams.
What you will do
Each lesson teaches one part of the method, works through a realistic example, and ends with a check on a case you have not seen. The course closes with an assessment and then the piece of work you sign.
- 5lessons with a worked example and a check
- 8scenario questions in the course assessment
- Signedthe one-to-one standard card, with a record anyone can verify
- 2.5 hoursat your own pace, with progress saved
- 01
Lesson
The standard
This lesson defines a one-to-one standard for AI-touched work in four parts, owned, declared, checked, and within limits, and explains why a rule about how much to use AI is not a standard. You draft the four parts and choose the better of two managers' standards.
- What a one-to-one standard is
- The four parts
- What a standard is not
- Why it matters, and the usual mistake
You compare two versions of the same piece of work, choose the stronger one, and see the reasoning behind the answer.
- 02
Lesson
Ask what the tool did
This lesson teaches three questions that show how a piece of work was made, and explains why asking only whether AI was used tells you nothing about quality. You practise the questions on a supplier comparison and choose the exchange that leaves the next step with the team member.
- Three questions
- Why each question works
- How to ask them
- The usual mistake
You compare two versions of the same piece of work, choose the stronger one, and see the reasoning behind the answer.
- 03
Lesson
Review the work
This lesson shows how to read AI-touched work for the sentences that would cause harm if wrong, rather than proofreading every word. You read a briefing on a new shift pattern and mark each factual sentence in an agency staffing note as checked against a source or not yet checked.
- Read for harm, not for every word
- Two labels for a factual sentence
- Where unchecked sentences hide
- What this reading is not
You mark 5 statements from a realistic case and receive an explanation for each one.
- 04
Lesson
Return it with a question
This lesson explains why fixing a team member's work yourself moves the checking back to you, and how a good comment names the sentence, the standard, and a question. You edit a manager's comments on a customer update so each one returns the work with a question.
- The pull to fix it yourself
- What returning with a question means
- What a question is not
- When you should fix it yourself
You repair a flawed draft so it meets the standard the lesson sets, and your revision is checked against it.
- 05
Lesson
Signs it stuck
This lesson explains that a habit shows in the work rather than in the tool's statistics, and what activity counts can and cannot tell you. You read a manager's notes after six weeks and mark items from a housing team's review as a sign in the work or an activity count.
- Where a habit shows
- Two labels
- What counts can and cannot tell you
- When to look
You mark 5 statements from a realistic case and receive an explanation for each one.
- 06
Course assessment
The standard in practice
This lesson brings the standard, the questions, the reading, and the returned comments together in the order they come in a real one-to-one, and names where managers slip under pressure. You then answer eight new situations with feedback on each and need six correct to pass.
- The method in one place
- How the moves fit together in one conversation
- Where managers slip under pressure
You judge 8 new workplace situations, with feedback on every option, and need 6 correct to pass.
- 07
Final work and signed record
What you ask for next
In this final lesson you write the one-to-one standard card for your team, with the standard in four lines, your three questions, three signs and when to look, and the next change you will ask for. Each part is checked before you sign the card for your record.
- What the card is
- What you will ask for next
- What the card is not
- Writing it so the team can hold you to it
You write the one-to-one standard card for your own work, part by part, and sign it as your record.
GOOD WORK.THE ONE-TO-ONE STANDARD CARD, SIGNED.
WHAT CHANGES
What the course changes for you and your organisation.
- 01
Work owned by its author
The standard makes the person who hands in the work responsible for every sentence and figure, whoever or whatever drafted it. Checking stays with the team member rather than moving to the manager, which is the only arrangement that lasts beyond the first busy week.
- 02
Unchecked claims found before sending
You learn where unsupported sentences usually hide in AI-touched work, such as precise percentages, unnamed research, and quoted policy clauses. Finding those sentences in a one-to-one stops them reaching a customer, a director, or a tender panel.
- 03
Evidence the habit has stuck
The course teaches you to tell signs in the work, such as a source named without being asked, from activity counts such as the number of prompts on a dashboard. Your organisation gains a manager who can say whether AI use is producing reliable work, not only whether the tool is being opened.
- 04
Managers shape how AI is used
Gallup found frequent AI use reaches 79% where managers actively support it, against 46% where they do not. Yet the Chartered Management Institute reports that only 12% of UK managers feel very confident managing teams that use AI, so a simple review standard for one-to-ones addresses a real capability gap.
QUESTIONS
Questions about AI Adoption for Line Managers
- What is AI Adoption for Line Managers about?
- Many team members now use AI tools to draft reports, summaries, and customer replies, and their managers are left to decide how to review that work. Fluent text is easy to wave through, and without a shared standard a manager tends either to check every line personally, which does not last, or to stop checking altogether. This course gives you a four-part standard for AI-touched work, three questions to ask in one-to-ones, and a way to return work with a question instead of rewriting it yourself. You finish with a one-page one-to-one standard card for your team, including the signs in the work that will show you the standard has taken hold.
- Who is AI Adoption for Line Managers for?
- Line managers and team leaders whose people have started using AI tools and who want a consistent way to review the work that comes back. Supervisors who hold regular one-to-ones and want questions that show how a piece of work was made without sounding suspicious. Middle managers in any function who are asked to encourage AI use and want to know whether it is producing reliable work. HR business partners who support managers and want a practical standard they can recommend across teams. No specialist background is assumed, and every term is explained before it is used.
- What will I be able to do after AI Adoption for Line Managers?
- You will be able to set a review standard for AI-touched work in four parts: the work is owned, the use is declared, the facts are checked, and it stays within limits. You will be able to ask three questions about any piece of work, covering what was given to the tool, what came back and was changed, and what was checked. You will be able to read a team member's work for the factual sentences that have no named source, without proofreading or rewriting the whole document. You will be able to return work with comments that name the sentence, the part of the standard it misses, and a question the person can resolve. You will leave with a signed standard card that sets out your questions, three signs in the work, when you will look for them, and what you will ask for next.
- How long does the course take, and how is it taught?
- The course takes about 2.5 hours and is studied online at your own pace. It has 5 lessons, each with a worked example, a practice exercise, and a check on a new case, followed by a course assessment of 8 scenario questions in which you need 6 correct to pass. Your progress is saved to your account.
- Do I get a certificate?
- Yes. When you pass, you sign a record that names you, the course, and the one-to-one standard card. Anyone you share it with can verify it online and download it as a PDF. The record confirms what you completed and does not claim compliance with any regulation.
- How much does it cost, and when can I start?
- The course costs £129, paid once by card through Stripe. Access begins as soon as payment is confirmed, and you can save a sign-in to return to the course from any device.
- Can my organisation train a whole team?
- Yes. Individuals can buy any self-paced course online, and organisations can book trainer-led courses for teams, in person or online, through the Experrt Academy.
More hr transformation courses are listed on the self-paced ai courses for hr and people teams page.
THERE IS A NEXT CHAPTER.
Start today, and finish with
the one-to-one standard card your organisation can use.
Checkout takes an email address and a card, and access begins as soon as payment is confirmed. When you finish, you sign a record that names you and the one-to-one standard card, which anyone you choose can verify online. The record confirms what you completed and does not claim compliance with any regulation.