AI tools for SENCOs: what's useful, what's safe, and what to avoid

AI tools have arrived in schools faster than most SEND policies anticipated. SENCOs are in a particular position: you deal with some of the most sensitive pupil data in the school, and you are also under some of the highest administrative pressure. AI tools that genuinely help are valuable. AI tools that are used carelessly with SEND data are a significant risk.

Here is a practical guide to navigating this.

What AI can genuinely help SENCOs with

Drafting provision descriptions and support notes. Much of the language in SEND documentation follows patterns — SMART targets, strategy descriptions, referral language. AI tools designed for school use and GDPR compliant can produce good first drafts in a fraction of the time.

Generating differentiated resources. For pupils who need tasks presented differently — simplified language, chunked instructions, visual support — AI tools can produce adapted versions of standard materials quickly.

Drafting parent letters. The letters SENCOs write — meeting invitations, provision updates, referral explanations — follow familiar structures that AI can draft effectively. You still provide the specific content and professional judgement; the drafting work is offloaded.

Referral letters. Letters to CAMHS, Educational Psychologists, SALT, and OT require specific language aligned to the SEND Code of Practice. AI tools built for this purpose can produce accurate, well-structured drafts to work from.

What to be careful about

GDPR. Any AI tool that processes pupil data — names, year groups, SEND needs, medical information — must be GDPR compliant. This means: no pupil data is used to train AI models; data is stored securely in compliance with UK GDPR; a Data Processing Agreement is available. If you cannot confirm these things, use the tool only with anonymised information.

Professional judgement. AI can draft. It cannot assess, observe, or make professional decisions about a child. The SENCO's judgement — about whether a provision is working, whether a referral is appropriate, what a child needs — cannot be outsourced.

Specificity. AI-generated SEND documentation is only as good as the information you give it. Vague input produces vague output. The more specific you are about the child's needs, the context, and the existing provision, the more useful the draft will be.

What to avoid

General consumer AI tools are not built for school use and do not offer GDPR-compliant data processing. Do not enter any pupil name, diagnosis, or identifiable information into a tool that has not been confirmed safe for school use.

Be cautious about tools that make it very easy to generate SEND documentation at speed without requiring professional input. The output of an AI tool is a draft, not a decision.