AI for Teachers — More Time for What Matters

Where teachers spend their time — and where AI helps

Research finds that teachers spend a significant proportion of working time on tasks other than direct teaching: lesson planning, resource creation, marking, report writing, parent communication, administration. For many, this extends deep into evenings and weekends.

AI cannot replace the relationship between a teacher and student. It cannot notice a child is struggling because of something happening at home. It cannot inspire a love of literature or create the moment a concept suddenly clicks. Those remain entirely human.

But it can draft lesson plans, generate differentiated resources, help structure feedback, write parent communications, and produce administrative documents that consume so many hours.

A secondary school teacher’s experience

“I teach history to 180 students. Writing end-of-year reports used to take me two full weekends. Now I paste my notes on each student into Claude and ask it to draft the report. I edit each draft to make sure it sounds like me and reflects the student accurately. It still takes time — maybe a quarter of what it used to. And the quality is better because I am editing rather than generating from nothing when exhausted.”

Key tasks AI does well for teachers

Lesson planning

Lesson plan generator

Create a [length] lesson plan for [subject], [year group], on [topic]. Learning objectives: [list]. Class context: [mixed ability / SEN / previous knowledge]. Include: starter activity, main activities with timings, differentiation for support and challenge, plenary, and resources needed.

Differentiated resources

Three-level differentiated worksheet

Create a worksheet on [topic] for [year group] in three versions: Foundation (simpler language, more scaffolding, shorter tasks), Core (expected level), and Extension (more analysis, open-ended, independent thinking). Cover: [describe what the worksheet should address].

Assessment feedback

Marking feedback framework

I need feedback comments for [assignment type] for [year group] [subject]. Assessment criteria: [list]. Generate feedback for: exceeded expectations, met expectations, partially met expectations, and significantly underperformed. Feedback should be specific, constructive, forward-looking, and appropriate for a [age]-year-old to read.

Report writing

School report draft

Draft a school report comment for [subject] for a student with this profile: [attainment level, attitude, specific strengths, areas for development, notable achievements]. Approximately [word count] words, positive in tone, includes a specific target, avoids clichés. Draft for me to edit.

Parent communication

Parent letter or email

Write a [letter / email] to parents about [topic — upcoming trip / assessment / behaviour concern / positive achievement]. Key information: [list points]. Tone: [professional / warm]. Length: one page maximum.

20 ready-to-use prompts for teachers

1. Scheme of work outline

Create a scheme of work for [subject], [year group], for [term]. Unit: [topic]. By the end, students should: [objectives]. We have [number] lessons of [length]. Include: lesson sequence with topics, key skills per lesson, assessment opportunities, and suggested approaches.

2. Quiz and assessment questions

Create a [number]-question [quiz / test] on [topic] for [year group]. Mix: [question types — multiple choice / short answer / extended]. Range from recall to application to analysis. Include an answer key with mark scheme guidance.

3. Explain a concept multiple ways

I need to teach [concept] to [year group]. Give me 4 explanations: a simple analogy, a real-world application, a step-by-step process, and a visual or kinaesthetic approach. Also: the common misconception students have, and a question to check understanding.

4. Starter activity ideas

Give me 5 starter activities for a [subject] lesson on [topic] for [year group]. Each: 5-10 minutes, activates prior knowledge or generates curiosity, needs no preparation beyond writing on the board, and works for a whole class. Describe clearly enough to use tomorrow.

5. SEND adaptation guidance

I have a student with [condition — dyslexia / ADHD / autism / EAL] in my [subject] class. Lesson on [topic]. Suggest specific, practical adaptations to: teaching approach, materials, assessment task, and classroom setup. Base on evidence-based approaches for this need.

6. Difficult parent meeting preparation

I am preparing for a parents’ meeting about [situation — behaviour / academic concerns / attendance]. Context: [describe]. Help me prepare: how to open the conversation, how to present concerns constructively, how to listen and respond to a potentially defensive parent, what outcomes to aim for, and what to document afterwards.

7. Cross-curricular connections

I am teaching [topic] in [subject] to [year group]. Identify meaningful cross-curricular connections I could highlight. For each: name the subject, describe the connection, and suggest how to reference it without requiring collaboration from other departments.

8. Reading list and resources

Create a reading list for [year group] studying [topic] in [subject]. I need [number] texts / resources at different levels (accessible / standard / challenging), a mix of formats, sources appropriate for [age], and a one-sentence description of each. Prioritise recent, well-regarded sources.

9. CPD reflection

I attended CPD on [topic]. Notes: [paste]. Help me write a structured reflection: key learning, how it connects to my practice, specific actions I will take in the next [period], how I will evaluate impact, and what I might share with colleagues.

10. Behaviour management strategy

I have a student in [year group] [subject] who is [describe behaviour]. I have tried: [what you have done]. What further strategies should I consider? Include: in-the-moment responses, longer-term approaches, how to involve parents, when to escalate, and what research says about effective approaches for this type of behaviour.

11. Subject knowledge refresher

I am teaching [topic] which I am less confident in. Give me: clear explanation of key concepts, common misconceptions and how to address them, recent developments I should know, and suggested reading to deepen my subject knowledge. Pitched at teacher level, not student level.

12. Assembly content

Create an assembly for [year group] on [theme — resilience / online safety / mental health / careers]. Duration: [length]. Should be: age-appropriate, engaging, not preachy, includes a discussion or reflection activity, has a clear takeaway, and deliverable without specialist knowledge.

13. Teaching interview preparation

I have an interview for a [role — NQT / experienced teacher / HoD] position. Help me prepare: the most likely interview questions for this role, what the school is looking for at this level, how to structure strong competency answers, what to ask them that shows genuine interest, and how to present my teaching philosophy clearly.

14. Pastoral / safeguarding record

Help me write a clear, factual pastoral record for: [describe what happened, what was said, what action was taken]. The record should be: factual not interpretive, first person, include date and time, appropriate for potential external review. I will add any personally identifying details myself.

15. Flipped learning material

Create a flipped learning resource for [topic] for [year group] [subject]. Students work through this before the lesson. Include: a clear explanation they can work through independently, 3 check-your-understanding questions, a brief pre-lesson task, and a “stuck? try this” section with hints. Language accessible for [age].

16. Department policy draft

Help me draft a [policy type — homework / AI use / assessment / behaviour] policy for [subject] department. Key points: [list]. Should be: clear, practical, aligned with school approach, usable as reference by teachers and students / parents, reviewed annually.

17. SEF / improvement plan section

Help me write the [section — Quality of Education / Personal Development] section of a school self-evaluation. Context: [describe school]. Strengths: [list]. Development priorities: [list]. Evidence: [list]. Write a draft in the formal tone appropriate for this type of document.

18. Personal statement feedback

I am supporting a student applying for [subject] at university. Their draft personal statement: [paste]. Give me specific feedback as an advisor: what is working, what is weak or generic, what questions an admissions tutor would ask, and specific improvements for the three weakest sections. Do not rewrite it — give actionable feedback.

19. Wellbeing check-in resource

Create a check-in activity for [year group] for form time. Should be: quick (5 minutes), feel safe and non-intrusive, give students a genuine opportunity to express how they are feeling, and alert me to students needing follow-up. Include guidance on how to respond to concerning responses.

20. Student wellbeing conversation

I am concerned about a student in my [year group] who has been [describe signs — withdrawn / upset / changed behaviour]. I want to check in with them sensitively. Help me: think about how to open the conversation, what questions to ask that feel caring not interrogating, how to listen without projecting, when and how to escalate to pastoral, and how to document the conversation.

AI in your classroom — the policy and pedagogy guide

Designing assessments in the AI era

The most effective response to AI in education is not detection — it is assessment design. Assessments that AI cannot easily complete:

In-class assessments — where devices are controlled
Personal experience essays — AI cannot fabricate authentic personal experience convincingly
Oral assessments and vivas — reveal genuine understanding
Process-based assessment — marking planning, drafts, and reflection as well as the final product
Hyperlocal content — requiring analysis of classroom discussions or teacher-provided materials

Teaching critical AI use as curriculum

Teaching students to identify when AI is wrong, use AI as a thinking aid rather than a replacement, and cite AI use appropriately is increasingly being viewed as a core skill, not an optional extra.

AI detection — the honest assessment

AI detection tools (Turnitin, GPTZero, Copyleaks) are not reliable enough to be used as evidence for disciplinary action. False positive rates are documented. Using detection output as the basis for an accusation without other supporting evidence is not appropriate practice. The more productive focus is assessment design that reduces the value of AI-generated work rather than detection after the fact.

Key official guidance

Department for Education (UK). “Generative AI in Education: Considerations for Use.” (2023) gov.uk

UNESCO (2023). “Guidance for Generative AI in Education and Research.” UNESCO