Generative AI in Education: A School Leader's Decision Map
An approved AI tool does not settle every school decision. Use this map to spot what changes when the purpose, users or scale of a proposed use changes.
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An AI service can be approved for staff and still be the wrong choice for pupils. The supplier may be the same, but the users, information, supervision and evidence of learning are not. If a school treats the change as a small extension of an old decision, it may miss the point where that decision stopped applying.
For school leaders, introducing generative AI means connecting decisions that are often made by different people. The map below helps a team see what it has already settled, what remains open and what needs to be revisited when a proposed use changes.
Start with the change, not the tool
Put the proposal into one sentence before debating the product. āIntroduce AI to support learningā could mean almost anything. āExtend a staff-only service so pupils can use it for independent revisionā gives the team a change it can examine. This is an illustrative proposal, not a description of a TopSchool customer or a recommendation to give pupils access.
The school can then ask which previous answers still hold. Is the purpose the same? Does access change the information the service receives? What would pupils need to know before using it? Would the schoolās assessment expectations still make sense? A change in one place may open several questions elsewhere.
The Education Endowment Foundationās implementation guidance asks schools to explore fit and feasibility before preparing, delivering and sustaining a change. That is general school-improvement guidance, not evidence that AI improves a particular outcome. It is a useful reminder that a proposal can be narrowed or declined before a school commits to it.
Find the decision that is still open
These nine questions are TopSchoolās way of connecting the work. They are not an official framework or a compliance checklist. The roles below are prompts, not job titles every school must adopt. Name your own accountable decision-maker and revisit an earlier answer whenever the use changes.
On a smaller screen, swipe across the table to see each decisionās review point and next read.
| Decision | Bring to the conversation | Come back to it when | Read next |
|---|---|---|---|
| 1. Purpose. What problem is worth solving? | A school leader and teaching or service lead name the users, a limited task and what improvement would look like. | The use drifts, or nobody can explain what success means. | Start with the question in this article. |
| 2. Accountability. Who approves, checks and can stop it? | A named leader records the decision, with specialist advice where needed. | A concern has no owner, or staff cannot find the approval route. | See the governance guide. |
| 3. Tools. Which provider and use are approved? | Education, IT and procurement leads bring supplier evidence, access conditions, support and exit questions. | The supplier, model, features or users change. | Evaluate a provider. |
| 4. Data. What information may go into the tool? | Data protection and IT leads show the information flow and ask whether the task can avoid personal data. | Someone proposes identifiable information or a new data flow. | Student data and AI tools. |
| 5. Teacher capability. Can staff judge the task and output? | Teaching and professional-learning leads identify what staff need to practise, check and escalate. | Repeated errors or uncertainty show that support is thin. | Teacher AI literacy. |
| 6. Student literacy. What must pupils understand before access? | Curriculum and safeguarding leads agree age-appropriate learning, supervision and access. | A new age group or independent use is proposed. | Student AI literacy. |
| 7. Assessment. How will the school see what pupils know? | Assessment and curriculum leads define permitted help, acknowledgement where required, and evidence beyond a finished answer. | The task, permitted use or qualification rule changes. | AI and assessment. |
| 8. Families. What will parents and carers know? | Leaders explain the purpose, pupil access, safeguards, data use and a way to ask questions. | Access or data use changes, or questions reveal a gap. | Explain your approach. |
| 9. Review. Who decides what happens next? | The accountable leader compares the starting position with what staff and pupils experienced, including problems and support time. | The review date arrives, a concern arises or expansion is proposed. | From one school to a network. |
Notice when an old answer no longer holds
Return to the staff-only example. If pupils begin using the same service, an existing supplier review may still be useful, but it does not settle pupil access. The school must check its data boundary again, decide what pupils need to learn first, and consider whether the new use changes assessment or what families should be told. Englandās Department for Education guidance distinguishes staff-facing from pupil-facing use. That guidance applies to England; other schools must follow the rules for their own setting.
The map makes those connections visible. Mark each question as answered, changed or open for the proposed use. Then send the open question to the right people and use the linked guide for the detail. You do not need to restart every decision, but you should not assume an answer travels unchanged to a new group of users.
Finish with the next decision
The useful outcome is not nine green ticks. It is a clear next step: continue within existing conditions, resolve a specific gap, narrow the proposal or pause. Keep track of what changed and who will decide whether the use can proceed. If the proposal later expands to more classes or schools, return to the map and ask which answers need fresh evidence.
This is a way to organise the conversation, not legal or safeguarding advice. Local law, contracts, age restrictions, qualification rules and school policy still decide what is permitted. If your team cannot yet answer one of the nine questions, start there and use the deeper guide linked in the map.
