Leadership resource

Annual AI Benchmark Review

For leaders: why to reassess annually, what good improvement looks like, and how to evidence progress.

Measure improvement across your school community — compare scores year-on-year and evidence progress to governors.

Purpose

Measure improvement.

This intervention framework references recognised UK education guidance — including Department for Education (DfE) generative AI guidance for schools, Information Commissioner's Office (ICO) expectations on pupil data, Keeping Children Safe in Education (KCSIE), Joint Council for Qualifications (JCQ) and Ofqual assessment integrity guidance, and Ofsted expectations for safeguarding and curriculum quality. It supports school self-assessment; it is not legal advice and does not imply official endorsement or compliance certification.

Why this matters

AI tools and behaviours change faster than policy cycles. An annual benchmark gives a defensible baseline — and proof that interventions worked. Aligns with DfE expectation that schools review policies and practice regularly.

Annual review cycle

Compare

  • Teacher scores
  • Student scores
  • Parent scores
  • Leadership scores

Review

  • New DfE guidance
  • New risks (e.g. deepfakes, new tools)
  • Policy and register updates

Report

Governor-ready summary: readiness up, dependency risk down, weak domains closed, interventions completed.

What can I download?

Governor report template (PDF — add download in editor)

One page: scores by role, year-on-year delta, actions taken, next-year priorities.

What training exists?

AI Awareness Day — whole-school programme

Improve Your Benchmark Score

This framework supports improvement in:

  • Whole-school DfE Alignment
  • Governance Maturity

Start whole-school benchmark cycle

Wider Support & Development

For more information, guidance and support — including how AI Awareness Day can help your school — contact the AI Awareness team.

Need further support?


Take the free AI Risk & Readiness Benchmark™