AI for SEND: A Practical UK Guide for SENCOs and Schools

AI can genuinely help with SEND in two ways: it can take a big chunk of paperwork off the SENCO's desk, and it can give pupils better access to reading, writing and organising their work. But SEND information is health data, so it must never go into an unapproved tool, and AI must never make the decisions. This guide shows where AI helps, where it must not be used, and how to start safely this term.

What's in this guide

• Where does AI genuinely help with SEND?
• How can AI reduce SENCO paperwork?
• How can AI support pupils with SEND?
• Which free accessibility tools do schools already have?
• Task by task: how AI helps and the safeguards you need
• Where must AI not be used for SEND?
• What does the SEND Code of Practice require that AI cannot replace?
• What does the DfE say about AI and pupil data?
• How do you start using AI for SEND safely this term?
• Safe example prompts for SENCOs and teachers
• All our SEND and AI guides
• Frequently asked questions

Where does AI genuinely help with SEND?

AI helps most in two places: the SENCO's admin load, and pupils' access to learning. In both, the human stays in charge. The AI produces a draft or an adapted version, and a professional who knows the child decides what is used.

I'm a governor at a primary school, and the SEND conversations I hear are nearly always about time. SENCOs are expected to be strategic leaders, but much of their week goes on writing up meetings, chasing reviews, drafting letters and updating provision maps. Teachers and TAs want to adapt resources for the pupils in front of them but rarely have the hours to do it well. That is exactly the kind of work today's AI tools are good at: turning rough notes into tidy prose, rewriting a text at a lower reading age, or breaking a task into steps.

What AI is not good at is knowing a child. It has not met them, it does not know their family, and it cannot weigh up the evidence from an educational psychologist, a speech and language therapist and a parent. Keep that line clear and AI becomes a useful assistant rather than a risk.

How can AI reduce SENCO paperwork?

AI can cut the time spent on first drafts. Anything that starts as messy notes and ends as a formatted document is a good candidate, as long as identifying details stay out or the tool is one your school has approved and assessed.

Meeting notes and review write-ups

After a review meeting, a SENCO might have a page of scribbled notes. An approved AI tool can turn anonymised notes into a structured summary: what was discussed, what was agreed, who is doing what, and the next review date. You then add the details back in and check it against what was actually said. Never record a meeting and run it through an AI transcription tool unless your school has agreed that tool, told the people present, and covered it in your DPIA.

Support plans, IEPs and pupil passports

AI can suggest a clear structure for a support plan or one-page profile, offer SMART target wording based on a need you describe in general terms, and rewrite targets so pupils and parents can understand them. It cannot judge whether a target is right for the child. Our guide on whether AI can help write IEPs legally goes into the detail, and the guide to drafting EHCP targets with AI covers outcomes and provision wording.

Parent letters and emails

Letters inviting parents to a review, explaining SEN support or following up a difficult conversation are a good fit. AI can make the tone warmer, cut jargon and produce a plain-English version. Write the letter generically, then add names and specifics yourself. For tricky replies, see our prompts for replying to difficult parent emails.

Provision maps and planning

AI can help you lay out a provision map template, group interventions by area of need, or turn a list of interventions into a costed table. Keep the pupil-level data in your MIS or SEND management system, not in a chatbot. Use AI on the structure and the wording, not on the records.

For more on freeing up SENCO time, read SENCO workload reduction strategies and how AI is helping SEND coordinators in primary schools.

How can AI support pupils with SEND?

AI and assistive technology can help pupils get past a barrier, such as decoding, handwriting or organising, so they can show what they know. Used well, this is about access, not doing the work for them.

Adapting reading age

A teacher can paste a text with no personal information into an approved tool and ask for a version at a lower reading age, with key vocabulary kept and explained. This is one of the most useful things AI does for SEND. Always check the adapted text is still accurate, because simplifying can change the meaning. Our guide to the best AI tools to adapt reading age for SEND pupils compares the options.

Text-to-speech

Having text read aloud, with each word highlighted, helps pupils with dyslexia, visual impairment or processing difficulties get to the content. Most schools already have this built in to Microsoft 365 or Chromebooks (see the next section).

Speech-to-text

Dictation lets pupils who find handwriting or typing hard get their ideas down first. They can then edit. It is worth agreeing in advance when dictation is allowed, and checking exam access arrangements separately, because what is fine in class may need formal approval in an exam.

Visual supports and social stories

AI can draft visual timetables, now-and-next boards, step-by-step routines and social stories. Staff should personalise these offline and check every image and sentence. See our guide to creating social stories for autistic pupils using AI.

Scaffolds and executive-function supports

Writing frames, sentence starters, word banks, checklists that break a task into small steps, and "what to do if I'm stuck" cards all help pupils who struggle with working memory, planning or getting started. AI can produce these quickly from a lesson objective. For dyslexia-friendly formats, read generating dyslexia-friendly scaffolding resources with AI, and for early reading see how to make differentiated phonics worksheets with AI.

Which free accessibility tools do schools already have?

If your school uses Microsoft 365 or Google Workspace for Education, you probably already have text-to-speech, dictation and reading tools at no extra cost. Start with these before buying anything new. Features vary by app, device and licence, so check the vendor's own help pages for your set-up.

Microsoft

• Immersive Reader. A full-screen reading view found in OneNote, Word, Teams and other Microsoft apps. Microsoft's Immersive Reader help page describes read aloud, parts-of-speech highlighting, Line Focus (one, three or five lines at a time), a Picture Dictionary and translation. Microsoft says it is designed to support students with dyslexia and dysgraphia, but anyone can use it.
• Dictate. Speech-to-text in Word, Outlook, PowerPoint and OneNote for Microsoft 365. According to Microsoft's Dictate guidance, it needs a microphone and a reliable internet connection, and features can differ between web, desktop and mobile apps.

Google

• Select-to-speak. A ChromeOS accessibility feature that reads selected text aloud and highlights each word as it is spoken. Google's Chromebook help page explains how to turn it on in Settings > Accessibility and change the highlight colour.
• Voice typing in Google Docs. Found under Tools > Voice typing. Google's voice typing guide says it works in recent versions of Chrome, Edge and Safari and supports English (UK).
• Read Along. A reading-practice tool with a helper called Diya, who listens as the pupil reads aloud and can help with words. In Google Classroom, Read Along in Classroom lets teachers assign texts and see reading data such as accuracy and speed. Google says it is available with all Google Workspace for Education editions, though some progress tracking needs a paid edition.

Because some of these tools process voice or reading data, include them in your data protection records and check the settings your IT lead has switched on. Our guides to Microsoft Copilot for Education and Google Gemini for Education explain what the school-licensed AI assistants add on top.

Task by task: how AI helps and the safeguards you need

Here is a quick reference for the most common SEND tasks. The safeguards column is the part that matters most.

Where must AI not be used for SEND?

AI must not be used to make decisions about a child, and SEND details must not go into a tool your school has not approved. Those two rules cover most of the risk.

SEND information is special category data

Information about a pupil's special educational needs, diagnoses, medical conditions or disabilities is usually health data. The ICO's guidance on special category data lists "data concerning health" as a special category. That means you need an Article 9 condition as well as a lawful basis, and the ICO says special category processing is more likely to need a DPIA. Typing "Year 4 boy with ADHD and an EHCP" alongside a first name into a free chatbot is a real breach risk. Read why uploading pupil names to ChatGPT is a breach risk and whether ChatGPT is GDPR compliant for school data.

You need a DPIA before using pupil data

If you plan to put any SEND information into an AI tool, even an approved one, do a data protection impact assessment first, with your data protection officer. Our step-by-step guide on how to do an AI DPIA for schools walks you through it. If you have not done one, keep everything anonymous.

Decisions stay with professionals

Whether a child needs SEN support, which interventions to try, whether to request an EHC needs assessment, and what goes in the school's advice are professional judgements. AI can tidy your wording. It cannot decide.

EHCP legal duties stay with the local authority

The local authority, not the school and certainly not an AI tool, carries the legal duties for EHC needs assessments and plans. AI-drafted text does not change who is accountable.

Bias and inaccuracy

AI tools learn from data that carries stereotypes about disability, gender, ethnicity and behaviour. They can produce confident, plausible text that is wrong. Watch for deficit language, generic targets that could apply to any child, and invented "facts" about a condition. Read every output as if a parent will see it, because one day they might.

Over-reliance

For staff, the risk is copying and pasting without thinking. For pupils, it is AI doing the thinking for them. Good scaffolds fade over time. If a pupil can only work with an AI prompt at their side, the support has become a crutch. Build in planned reductions and review them.

What does the SEND Code of Practice require that AI cannot replace?

The SEND Code of Practice puts people, relationships and professional judgement at the centre of every process. AI can support the paperwork around those duties, but it cannot carry them out. The SEND Code of Practice: 0 to 25 years is statutory guidance, and the revised code took effect on 1 April 2015 (the gov.uk page was last updated in September 2024).

Involving children and parents

Section 19 of the Children and Families Act 2014 requires local authorities to have regard to the views, wishes and feelings of the child and their parent, and to the importance of them participating as fully as possible in decisions. The Code applies the same principle to schools. A chatbot cannot hold that conversation.

The graduated approach

The Code expects SEN support to follow a cycle of assess, plan, do, review (paragraph 6.44 onwards). Each stage relies on teachers and the SENCO knowing the child, gathering evidence and reviewing progress with parents. AI can help you write up a stage. It cannot do the assessing or the reviewing.

EHC needs assessments and plans

Under the Special Educational Needs and Disability Regulations 2014, the local authority must seek advice from the parent or young person, the school, health professionals, an educational psychologist and social care (regulation 6), and must issue a final plan within 20 weeks of the request, subject to limited exceptions (regulation 13). Section 42 of the Children and Families Act 2014 places the duty to secure the special educational provision in a plan on the local authority. Your school's educational advice is evidence from professionals who know the child. AI can help organise it, but the content must be yours.

A qualified SENCO

Regulation 49 requires a mainstream school's SENCO to be a qualified teacher (or the headteacher). The DfE's SENCO NPQ guidance says the NPQ for SENCOs has been the mandatory qualification since 1 September 2024, to be completed within three years of taking up the post. The law expects a trained professional to co-ordinate provision, and no AI tool changes that.

A note on reform: in February 2026 the government published a Schools White Paper with proposals to reform the SEND system. Proposals are not law. Until legislation changes, the current Code and regulations apply, so check gov.uk for the latest position.

What does the DfE say about AI and pupil data?

The DfE says AI can help schools, but personal and special category data must be protected, and every output needs professional judgement. Its policy paper on generative AI in education says content produced by AI "requires critical judgement to check for appropriateness and accuracy" and that the quality of the final document remains the professional responsibility of the person who produced it.

The DfE's guidance on generative AI and data protection in schools tells staff to avoid entering personal data where they can, to check with their DPO or IT lead before entering pupil data, to use tools the school has approved, and to make sure the school's privacy notice explains how AI tools use data. The DfE also publishes product safety standards for AI tools used in education, which we explain in DfE generative AI product safety expectations explained. For the personal data detail, read what the DfE says about personal data and generative AI.

How do you start using AI for SEND safely this term?

Start small, with anonymous tasks and tools you already have, then widen use once the paperwork is in place. Here is a plan a SENCO and head can follow in half a term.

1. Agree the ground rules. Check your school's AI policy covers SEND. If it does not, add a short section: no pupil names or SEND details in unapproved tools, AI drafts only, a professional checks everything. Our guide to AI policy for schools can help.
2. List the tools you already have. Ask your IT lead which Microsoft or Google accessibility tools and AI assistants are switched on with school accounts. Use those before signing up to anything new.
3. Talk to your DPO. Check whether those tools are covered by a DPIA and your privacy notice. If you want to use pupil data at all, complete a DPIA first.
4. Pick two anonymous admin tasks. For example, a generic parent letter template and a structure for review notes. Measure the time saved honestly.
5. Pick two pupil-facing supports. For example, switching on Immersive Reader or Select-to-speak for pupils who need it, and using AI to adapt one text a week to a lower reading age.
6. Train the people who will use it. Give teachers and TAs a short session on safe prompting and checking outputs. Our guides on AI for teaching assistants and training TAs to use AI in interventions are a good start.
7. Tell parents. Explain in plain English what you use AI for and what you never do. See how to explain AI use in school to parents.
8. Review at half term. What saved time? What needed heavy editing? Did any pupil become over-reliant? Report briefly to the head and the SEND governor.

Quick safety checklist

• No pupil names, initials, dates of birth or diagnoses in unapproved tools.
• School accounts only, never personal AI accounts for school work.
• A DPIA is in place before any pupil data is processed.
• Every output is read and edited by a professional before use.
• Decisions about provision are made by people, with parents and the pupil.
• Scaffolds have a plan to fade them out.

Safe example prompts for SENCOs and teachers

Good SEND prompts describe the need in general terms and never identify a child. Copy these and adapt them.

Admin prompts

• "Turn these anonymised notes from a SEN support review into a summary with headings: strengths, current needs, what is working, agreed actions, who is responsible, next review date. Use plain English a parent would understand."
• "Write a warm, jargon-free letter inviting a parent to a termly SEN support review. Leave placeholders for the name, date and time. Keep it under 200 words."
• "Suggest five SMART targets for a Year 3 pupil who finds it hard to start written tasks independently. Give a child-friendly version of each."
• "Create a provision map template for a primary school, grouped by the four broad areas of need in the SEND Code of Practice, with columns for intervention, frequency, staff and cost."

Pupil support prompts

• "Rewrite this text about the water cycle for a reading age of about 7. Keep the words evaporation, condensation and precipitation, and explain each one in a short sentence."
• "Break this task into five small steps with a tick box for each: write a paragraph describing a character from our class book."
• "Write a short, positive social story for a child about what happens when the fire alarm goes off at school. Use first person and short sentences."
• "Create a word bank and six sentence starters for a Year 5 persuasive letter about school uniform."

All our SEND and AI guides

This page is the starting point. These guides go deeper on each area.

If you would like help putting this in place, AskColin offers tailored AI policies from £495 and staff training from £395, including SEND-specific sessions. There is no obligation, and everything above works without us.