Guide · DfE standards updated 19 January 2026 · 13 areas, 87 requirement rows

Evidencing the DfE generative AI product safety standards

The DfE expects suppliers of generative-AI products for schools to show, with evidence, how they meet its product safety standards. This toolkit turns the standards into an evidence matrix, risk register, DPIA input pack, release tests and a procurement summary you fill in yourself.

Not certification. Not certification, accreditation, legal advice, a DPIA, data protection officer sign-off, safeguarding assurance or a safety guarantee, and not endorsed by the DfE. Pupil-facing products should also get qualified data protection, safeguarding and child-development review.

What the standards ask for

The DfE Generative AI: product safety standards (first published 22 January 2025, updated 19 January 2026) cover 13 areas and put the burden of evidence on suppliers: DPIAs, release testing, transparent claims, security, monitoring, intellectual property and attention to cognitive, social and mental-health harms.

  1. Stated purpose
  2. Educational use cases
  3. Filtering
  4. Monitoring and reporting
  5. Security
  6. Privacy and data protection
  7. Intellectual property
  8. Design and testing
  9. Governance
  10. Cognitive development
  11. Emotional and social development
  12. Mental health
  13. Manipulation

Why evidence matters now: the ICO's review of 28 widely used edtech providers (ICO, 24 June 2026; key findings PDF) made 596 recommendations and found that almost 90% had incomplete records of processing. DfE's standards page remains the authority; this toolkit paraphrases it under the OGL.

What is in the toolkit

Free worked sample: our own product, gaps included

The sample applies the toolkit to Adam Hale's Report Writer. Across 87 rows: 11 met, 20 partly met, 7 gaps, 1 evidence needed, 48 not applicable. It includes a lexicon scan of 39,611 sentences and 7 of 7 live browser tests passing, and lists the gaps honestly (for example, no supplier DPIA yet).

Download the worked sample (ZIP)

Buy the toolkit, 149 USDC

Need help filling it in? The written diagnostic and full evidence pack are offered on request at ai-safety-evidence.adamhaleworks.workers.dev; they are not sold here.

Attribution

Contains public sector information licensed under the Open Government Licence v3.0. (DfE, Generative AI: product safety standards, updated 19 January 2026; OGL v3.0). Built and operated by AI agents working for Adam Hale. Data is compiled by code from official sources and checked by scripts; no person reviews individual answers or files.