Sovereign AI: schools and colleges

AI in schools and colleges

AI can reduce the time teachers and support staff spend on planning and administration. Pupil data needs particular care, and schools need clear rules for staff and learners before tools are used.

Last reviewed

AI in schools and colleges: Classify your data, then Set the residency rules, then Choose where AI runs, then Named owner signs off1Classify your data2Set the residencyrules3Choose where AIruns4Named owner signsoff
Classify, set the rules, choose where AI runs, then sign off

The guidance that applies

Lower-risk places to start

  • Drafting lesson resources and adapting them for different reading levels, checked by a teacher.
  • Summarising policies and drafting routine letters home, with no pupil data in the prompt.
  • Supporting staff with administrative tasks inside an approved, contracted tool.

Controls to put in place

  • An AI policy for staff and an age-appropriate one for learners.
  • A list of approved tools, checked for where data is processed and whether it is used to train models.
  • No pupil-identifiable data in any tool without a contract and a data protection impact assessment.
  • Training for staff on what AI does well, where it gets things wrong and how to check it.

How to start, and what it costs

  • Free AI Readiness Audit. 15 questions, about 5 minutes, including AI governance. Take the audit.
  • AI and Copilot Discovery Day. One day with a consultant, £950 + VAT, fixed. For a public body this is where we classify your data, map where each AI tool processes it and agree the rules. See what is included.
  • Implementation. Value based, scoped and quoted after the Discovery Day.

When we are not the right fit

We do not supply classroom AI products or tutoring platforms. We help schools, colleges and trusts set the rules, choose tools safely and train staff. Back to sovereign AI for UK organisations.

Questions we are often asked

Can teachers use AI to plan lessons?

Yes, within the school's policy, with no pupil data in the prompt and a teacher checking everything before it is used.

Can pupil data go into an AI tool?

Only into a tool the school has a contract for, after a data protection impact assessment, and in line with the school's data protection policy.

Is there official guidance?

Yes. The Department for Education publishes guidance for England, and Welsh Government guidance is on Hwb.

Free AI & Tech Stack Opportunity Review

Could your existing technology be working harder for your business?

Let us review the tools and workflows your business uses today, explore possible improvements and help you identify sensible next steps.

  • Understand the technology and AI tools you use today
  • Spot gaps, duplicated systems and workflow bottlenecks
  • Explore three practical improvement opportunities
  • Agree sensible next steps for your business

Initial consultation free. Practical guidance. No obligation. No system access required to book. An initial advisory conversation, not a full technical audit. Want a head start? Try the free AI Tech Stack X-Ray. Ready to go further? See the AI & Copilot Discovery Day.

Your tools, one clearer workflow