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Practical guidance for school leaders

AI in schools: a practical guide for UK school leaders

A useful starting point for deciding where AI may help, which risks to assess, and how to keep learning, staff judgement and pupil safety central.

The Department for Education guidance linked here applies to England. Schools in Scotland, Wales and Northern Ireland should also follow their own national guidance. This page is general information, not legal advice.

The short answer

AI in schools is most useful when a school starts with a specific educational or administrative need, then checks whether a tool is safe and suitable for that task. Generative AI can help staff draft or adapt materials, but its output needs human review. Evidence about pupils using generative AI themselves is still developing, so student-facing use needs especially clear boundaries and oversight.

Start with the task Be clear about the need before choosing a tool.
Check the risks Consider safeguarding, data, bias and reliability.
Keep people responsible Staff remain accountable for decisions and review.

Where AI may help in a school

The DfE describes potential uses such as drafting lesson resources, questions, quizzes, revision activities and communications. These are starting points for staff to check and adapt, not finished materials to use without review.

  • Planning: generate a first draft of a lesson activity or discussion prompt for a teacher to check.
  • Practice: create question variations or revision prompts that staff can compare with the taught curriculum.
  • Administration: draft routine communications or summaries, with a member of staff checking accuracy and tone.
  • Guided learning: explore bounded, curriculum-led support where the school has assessed the tool, the content and the oversight arrangements.

A tool that saves time in one context may add checking work in another. Define what success means for the task, and evaluate quality and workload rather than assuming that using AI is itself an improvement.

What schools should assess before use

The DfE’s safe-use materials highlight safeguarding, ethics, data and intellectual property. A school’s review should also consider whether the tool is reliable, accessible and appropriate for the age group and intended use.

Safeguarding and pupil wellbeing Check age suitability, harmful or inappropriate outputs, reporting routes and how human support remains available.
Personal data Ask what information is collected, where it goes, who can access it, how long it is kept and which suppliers process it.
Accuracy, bias and learning Check for errors, bias and unsuitable explanations. Decide when staff must verify content and how pupils are taught to question outputs.
Staff oversight and accountability Set clear responsibilities, permissions and escalation routes. A supplier’s safeguards do not replace school policies or professional judgement.
Copyright and source material Review what staff may upload or reuse, and whether the tool’s terms fit the materials and context involved.
Accessibility and inclusion Consider whether the tool works for pupils with different needs and whether access creates a fair learning opportunity.

A practical evaluation checklist

Before a school approves an AI tool or a new use of one, decision-makers can ask:

  1. What problem are we trying to solve, and how will we know if the tool helps?
  2. Is the proposed use permitted by our policies and appropriate for the pupils and staff involved?
  3. What pupil or staff data is involved, and has our data protection lead reviewed the processing?
  4. What happens when the AI is wrong, biased, inappropriate or unavailable?
  5. Who checks outputs, responds to concerns and decides whether the use should continue?
  6. Can we run a limited pilot, gather feedback and stop or change the use if it does not meet our criteria?

Ask the supplier for information about the exact deployment, data flows, retention, subprocessors, access controls and safeguarding arrangements. Assess the complete service rather than relying on a product label or a claim about one part of the system.

A measured way to get started

  1. Choose one defined use. Keep the first test narrow enough to review properly.
  2. Agree the boundaries. Identify approved users, materials, data, staff responsibilities and escalation routes.
  3. Brief the people involved. Explain what the tool can and cannot do, and how to raise concerns.
  4. Review the evidence. Compare the pilot with the school’s intended outcomes, including accuracy, learning value, workload and pupil experience.
  5. Decide what happens next. Continue, adjust or stop based on the review, and update school guidance when needed.

The DfE recommends that AI use is carefully planned and that what is appropriate should be judged in the context of each setting. Its free support materials can help staff understand risks and mitigations.

Official guidance and further reading

Source links checked 2 October 2026. Always refer to the latest official guidance and your school’s own policies.