AI Tools for Teachers: A Practical Guide for School Staff

Written by Martyn — Marple Tech Help

Artificial intelligence is now appearing everywhere, including in education. Teachers and school staff are hearing about ChatGPT, Claude, Microsoft Copilot, Google Gemini and other AI tools, but many are understandably unsure what is useful, what is risky, and what is simply hype.

This guide is aimed at teachers and school staff at any level, including primary, secondary and further education. It may be especially useful if you are returning to teaching after a break, or if you have heard a lot about AI but are not sure what is actually useful in a school context.

It is written to be honest: no over-promising, no tech jargon, and no assumption that you want to become an AI expert.

Used carefully, AI can save time. Used carelessly, it can create problems around accuracy, privacy, safeguarding and over-reliance.

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What AI tools actually are

At their core, tools like ChatGPT, Claude, Gemini and Microsoft Copilot are AI assistants that generate text, ideas and responses from written prompts. You type in what you need, and they produce a first version that you can edit, improve or discard.

A useful way to think about them is as a very fast drafting assistant. They are not magic. They are not always right. They do not know your pupils, your school, your timetable, your behaviour policy, or what happened in your classroom last Tuesday.

But used sensibly, they can save time on the kind of written tasks that often eat into evenings.

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Where AI genuinely saves time: lesson planning

One of the most useful applications is getting a first draft of a lesson plan out of the way quickly. You give the AI a year group, subject, topic and learning objective, and it can produce a reasonable starting structure.

The plan will not know your class, your school’s approach, your curriculum sequence, or what your pupils found tricky last week. But it gives you something to edit rather than a blank page.

Write a 50-minute lesson plan for a Year 8 class on persuasive writing. Include a starter, teacher modelling, guided practice, independent task, support, challenge, common misconceptions and a plenary. Keep it realistic for a normal UK classroom.

Write a Year 4 lesson on equivalent fractions. Include three ways to explain the concept, one visual analogy, common misconceptions and a quick check for understanding.

The result should not be copied blindly. It should be treated as a first draft. That is the right relationship: AI drafts, teacher decides.

Other planning uses include:

• Generating discussion questions
• Producing starter activities
• Creating extension tasks
• Suggesting retrieval questions
• Producing vocabulary lists
• Identifying likely misconceptions
• Suggesting cross-curricular links
• Drafting success criteria
• Creating model answers

AI is particularly useful when you already know roughly what you want, but need help getting it into shape quickly.

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Differentiation and adaptation

AI can be very helpful when you need to adapt a task for different pupils.

Adapt this task for three levels: support, core and challenge. Keep the same learning objective. Do not make the support version babyish. Include scaffolding rather than lowering expectations.

Rewrite these instructions using simpler language for pupils who find multi-step written instructions difficult.

Create a more demanding extension version of this activity for higher-attaining pupils.

This can save a lot of time. Teachers already do this kind of adaptation constantly. AI can help with the repetitive drafting, but the teacher still needs to check whether the adapted version is suitable.

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Report writing

This is probably one of the areas where teachers notice the biggest immediate time saving. Report writing is often a closed task. You know what you want to say, but getting it into fluent, professional, balanced wording can take time. AI can help by producing sentence stems, comment banks or first drafts.

Give me 10 report comment sentence stems for a pupil who has made steady progress in science but needs to develop confidence when explaining answers.

Write a draft report comment for a Year 9 pupil who has made good progress in maths but finds extended problem-solving challenging. Keep it under 80 words and use an encouraging tone.

You then check, edit and personalise the result. You are still the professional making the judgement. The AI is just helping with the writing labour.

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Parent emails and school communication

AI can also help with parent emails, class newsletters and general school communication. This is useful when the wording matters and you want to strike the right tone.

Draft a warm but professional email to a parent explaining that their child has been finding homework completion difficult. Keep the tone supportive and suggest a short conversation.

Write a short class newsletter paragraph reminding parents about the upcoming trip, PE kit and reading records. Keep it friendly and clear.

This can be especially useful when you are tired, under time pressure, or trying to avoid sounding too blunt. Again, avoid putting identifiable pupil information into a public AI tool.

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Subject knowledge top-ups

After time away from the classroom, it is natural to feel less confident about some curriculum areas. AI can be useful as a quick refresher.

Explain the water cycle in plain English for a non-specialist teacher preparing a Year 5 lesson. Include key vocabulary and common misconceptions.

Summarise what a teacher needs to know before teaching GCSE osmosis. Include likely misconceptions and questions pupils may ask.

For secondary teachers, AI can also help when covering lessons outside your specialism. It can give you a quick overview, key vocabulary and likely questions.

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Creating retrieval practice and questions

AI is good at creating quick practice material. This is one of the lower-risk, higher-value uses. It saves time and is easy to check.

Create 10 retrieval questions for a Year 10 biology lesson on enzymes. Include answers separately and make the questions progressively harder.

Create five quick starter questions to recap last lesson’s work on fractions, including one challenge question.

Do still check the answers. AI can make errors, including in maths and science.

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Behaviour scripts and professional wording

AI can help you rehearse calm, clear wording for classroom situations.

Give me a calm classroom script for redirecting a pupil who keeps calling out during teacher input. It should be firm, brief and respectful.

Suggest three ways to explain a classroom expectation without sounding confrontational.

This can be helpful for teachers returning after a break, when behaviour language, school systems and expectations may have changed since they were last in a classroom. School policy still comes first. AI can help you practise wording, but it should not override your school’s behaviour approach.

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What AI is less good at

AI is less reliable when a task depends on detailed professional context. Be cautious when asking it to:

• Make assessment judgements
• Interpret school policy
• Make safeguarding decisions
• Decide what a particular pupil needs
• Produce factual resources without checking
• Generate anything involving identifiable pupil information
• Replace a professional conversation with a colleague, SENCO, DSL or senior leader

AI can produce polished writing very quickly, but polished writing is not the same as accurate, appropriate or safe writing. That is one of the biggest traps.

A lesson plan can look excellent on screen and still be wrong for your class. A report comment can sound fluent and still not quite reflect the pupil. A parent email can sound professional and still miss the human context.

AI output should be reviewed, edited and owned by the teacher.

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What to be careful about

Accuracy

AI tools can produce plausible-sounding information that is factually wrong. This happens with dates, quotations, statistics, names, historical details, scientific explanations, legal or policy wording, and curriculum references.

Anything factual should be checked before it ends up in a lesson, resource, email or report. Use AI to draft, then verify.

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Bias and stereotypes

AI tools are trained on large amounts of existing text. That means they can sometimes reproduce assumptions, stereotypes or biased patterns. This might show up in subtle ways:

• Always using male names for scientists or leaders
• Using female names for caring roles
• Producing reading passages that lack cultural variety
• Making assumptions about family structures
• Oversimplifying historical or cultural topics
• Using examples that do not reflect the diversity of a real classroom

A good habit is to ask AI to review its own output:

Review this resource for bias, stereotypes or assumptions. Suggest ways to make it more inclusive and suitable for a diverse UK classroom.

AI can help check its own output, but the final judgement still belongs to the teacher.

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Pupil data and privacy

This is one of the most important cautions. Do not paste identifiable pupil information into a public AI tool unless your school or college has specifically approved that tool and confirmed how pupil data is protected. That means avoiding:

• Pupil names
• SEND information
• Behaviour notes
• Medical information
• Safeguarding details
• Assessment records linked to a named pupil
• Family circumstances
• Photographs of pupils
• Anything else that could identify a child or young person

The safer approach is to anonymise the situation. Instead of:

Use:

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Safeguarding

AI should not be used to make safeguarding decisions. If there is a safeguarding concern, follow your school’s safeguarding policy and speak to the Designated Safeguarding Lead.

AI might help format a neutral, anonymised note template, but it should not be used to decide whether something is a concern, what action should be taken, or how serious something is. That judgement belongs with trained staff and established procedures.

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School, MAT and local authority AI policies

Before using AI in a school context, check what your school, college, Multi-Academy Trust or local authority says about it. Many schools and MATs are currently writing or updating acceptable use policies for AI.

It is worth checking:

• Whether your school has an AI acceptable use policy
• Whether your MAT or local authority has issued guidance
• Whether the tool is approved for staff use
• Whether personal data can be entered
• Whether pupil use is allowed
• Whether AI-generated content needs to be declared or reviewed
• Whether there are rules for assessment, homework or coursework

Note: This guide is focused mainly on teacher and staff use, not pupils using AI directly. How pupils should or should not use AI is a separate issue depending on age, subject, school policy, safeguarding, assessment rules and the specific tool being used.

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Images and pupil photos

Be especially careful with pupil images. AI image tools are developing quickly, and schools are increasingly having to think about how images of pupils could be misused.

A sensible precaution is to avoid uploading pupil photographs into AI tools unless the tool has been approved by the school and the data protection position is clear.

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Which tools to consider

You do not need to try every AI tool. Start with one general AI assistant and learn how to prompt it well.

• ChatGPT – Probably the best-known AI assistant. Useful for lesson ideas, explanations, resource drafting, emails, reports and general planning.
• Claude – Strong for longer writing tasks, careful wording, editing documents, report-style drafting and tone-sensitive communication.
• Microsoft Copilot – Worth checking if your school uses Microsoft 365, because it may already be available through school systems.
• Google Gemini – Worth considering if your school uses Google Workspace.
• Canva AI – Useful if you already use Canva for displays, worksheets, slides, posters or simple visual resources.

The most important point is not which tool you choose. It is how you use it. Avoid pupil data, check accuracy, and treat the output as a draft.

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Good prompts teachers and school staff can copy

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A sensible first step

If you want to try AI without committing to a steep learning curve, start with a report comment, a parent letter, or a lesson starter. These are contained tasks with no direct pupil-facing use, and the time saving is immediately obvious.

The basic pattern is simple:

1. Open an AI assistant such as ChatGPT, Claude, Copilot or Gemini.
2. Describe what you want.
3. Ask for a first draft.
4. Read the result carefully.
5. Edit it so it sounds like you.
6. Check anything factual.
7. Remove anything unsuitable.

Write a draft report comment for a Year 9 pupil who has made good progress in maths but finds extended problem-solving challenging. Keep it under 80 words and use an encouraging tone.

Write a short parent email explaining that a pupil has been finding homework routines difficult. Keep the tone supportive and suggest a conversation.

Once that feels comfortable, other uses follow naturally.

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The honest summary

AI will not do the hard parts of teaching for you. It will not understand the mood of your class, the child who needs encouragement today, the parent conversation behind the scenes, or the judgement needed in a busy classroom.

What it can do is reduce some of the blank-page workload: lesson structures, first drafts, explanations, differentiated tasks, report wording, parent emails and admin writing.

Think of it as a drafting assistant, not a decision-maker.

Used in that spirit, AI is not something teachers need to fear. It is simply another tool, and like any tool in education, it works best when it is guided by professional judgement.