AI for Schools and Training Centres: Teaching Support, Children's Data and Assessment
Schools and training centres can use AI every day for the work around teaching:
- lesson plans and differentiated materials;
- question banks and marking rubrics;
- first drafts of feedback;
- letters and messages to parents in Arabic and English;
- timetabling notes and administrative paperwork;
- course materials for adult learners.
Teachers and trainers stay responsible for what is taught and how it is assessed.
Children’s data is where the rules are strictest. Under Oman’s Personal Data Protection Law, a child’s personal data may only be processed with the guardian’s approval, unless the processing is in the child’s best interest. The Executive Regulation requires the guardian’s explicit consent before processing, minimal data, and the guardian’s explicit consent before the child’s data is shared with anyone else.
UNESCO’s guidance on generative AI in education sets an age limit of 13 for using AI tools in the classroom. And Oman’s Ministry of Education is starting an AI framework for school education this academic year.
The short answer
- Staff-side uses first: planning, materials, question banks, rubrics, feedback drafts, parent communication, administration.
- Students using AI directly needs an approved tool, age-appropriate rules, guardian consent where children’s data is involved, and teaching about how AI works and fails.
- Law: PDPL Article 6 and Executive Regulation Articles 11–14 on children’s data.
- Guidance: UNESCO’s 2023 guidance sets an age limit of 13 for AI tools in the classroom. The Ministry’s 2026/27 framework focuses on responsible use, teacher training, digital literacy and pilots.
- Assessment: redesign tasks so learning is visible. Detection tools are not a reliable basis for accusations.
Where AI helps teachers and trainers
| Task | How AI helps | What the teacher owns |
|---|---|---|
| Lesson planning | Drafts plans from the curriculum outcomes you provide | Fit with the class, the curriculum and the school’s approach |
| Differentiated materials | Rewrites a text at several reading levels, or in simpler Arabic or English | Accuracy, and whether it suits each learner |
| Question banks | Drafts questions mapped to outcomes, with answer keys | Checking every question and answer |
| Rubrics | Drafts marking criteria from the task and outcomes | The standard, and consistency across markers |
| Feedback | Turns your marking notes into clear, encouraging comments | The judgement, and the final words |
| Parent communication | Drafts letters and messages in Arabic and English | Tone, accuracy and anything sensitive |
| Administration | Summarises meeting notes, drafts reports and timetables | Decisions and records |
| Adult training | Drafts course outlines, case studies and quizzes | Relevance, accuracy and accreditation requirements |
Keep student names and personal details out of these tasks unless the tool is approved for children’s data. Most planning and material-writing needs no personal data at all, which makes it the safest place to start.
A prompt for differentiated materials
Rewrite the text below for three groups of Grade 8 students: one reading below grade level, one at grade level and one above. Keep the scientific content accurate and identical across the versions; change only vocabulary, sentence length and examples. Write in clear Modern Standard Arabic. After each version, list any terms the teacher should check.
Text: (paste here)
No student data is needed, and the teacher checks one short list of terms rather than three whole texts.
Children’s data: what Omani law requires
The Law. Article 6 of the Personal Data Protection Law prohibits processing a child’s personal data except with the guardian’s approval, unless the processing is in the child’s best interest, under the controls set by the Executive Regulation. Breaching it carries a fine of OMR 15,000 to 20,000.
The Executive Regulation (Ministerial Decision 34/2024) adds the detail:
- Article 11: obtain the guardian’s explicit consent before processing the child’s personal data. You may ask the child for the minimum information about the guardian needed to verify identity and obtain consent.
- Article 12: the purpose must be clear, direct, safe and free of deception, and processing limited to the minimum data needed.
- Article 13: give guardians a way to access their child’s data to update and correct it.
- Article 14: don’t disclose or share a child’s personal data with any third party without the guardian’s explicit consent.
An AI provider that receives student data is a third party in practice, and often abroad. So before students’ work, names or records go into an AI tool, check four things: consent, data terms, data location and retention. What your chatbot does with customer data explains the cross-border transfer rules.
Students using AI directly
UNESCO’s Guidance for Generative AI in Education and Research, published on 7 September 2023, proposes a human-centred, age-appropriate approach. Its launch announcement says it “sets an age limit of 13 for the use of AI tools in the classroom and calls for teacher training on this subject”.
In Oman, the Ministry of Education announced for the 2026/27 academic year that it would begin implementing an artificial intelligence framework for school education. The framework focuses on responsible use of AI, teacher training, digital literacy and pilot projects. Private schools and training centres should follow the Ministry’s requirements as they are published.
If students will use AI:
- Choose an approved tool with education-appropriate data terms, not personal consumer accounts.
- Set age-appropriate rules, with the UNESCO age limit as a reference point.
- Get guardian consent where the tool processes children’s personal data.
- Teach how AI fails, not just how to use it: invented facts, confident errors, bias. Checking AI output covers the habits worth teaching.
- Tell parents what tools are used, for what, and what data they receive.
A note to parents you can adapt
This term, our teachers will use (name of the approved tool) to prepare lesson materials and practice questions. Students in (grades) will use it in class for (purpose), under a teacher’s supervision. The tool receives (list the data, for example no names or personal details). We will ask for your consent before any of your child’s personal information is processed, and you can ask us at any time what data we hold and how to correct it.
Assessment and academic integrity
When AI can write an essay, some assessments stop measuring what they were designed to measure. Practical responses:
- Make the process visible: drafts, notes, in-class work and short oral explanations of written work.
- Assess what AI can’t do for the student: applying ideas to local context, reflecting on their own work, defending a choice in conversation.
- Be clear about what is allowed, task by task: no AI, AI for ideas only, or AI with disclosure.
- Don’t rely on AI-detection tools for accusations. OpenAI withdrew its own AI-text classifier in July 2023, saying it was “no longer available due to its low rate of accuracy”. Talk to the student, and look at the process.
For adult training centres, the same principles apply. Professional certifications often have their own rules on AI use in assessment, so check them.
A sensible policy for a school or centre
- Approved tools, with what data each may receive.
- Staff uses encouraged, with student data kept out unless the tool is approved for it.
- Student uses by age and subject, with guardian consent where required.
- Assessment rules stated for every task.
- Training for teachers, refreshed as the tools change.
- Communication with parents about all of the above.
A policy for staff using AI tools gives a template you can adapt.
Frequently asked questions
Can teachers use AI to prepare lessons and materials? Yes. Planning, differentiated materials, question banks and rubrics are good uses, especially because they need no student data. The teacher remains responsible for accuracy and fit.
Do we need parents’ consent to use AI with students? If the tool processes a child’s personal data, Oman’s rules require the guardian’s explicit consent before processing, and before the child’s data is shared with any third party, such as an AI provider. Uses that involve no personal data don’t trigger these rules.
From what age should students use AI tools? UNESCO’s 2023 guidance sets an age limit of 13 for using AI tools in the classroom. Schools should also follow the Ministry of Education’s requirements as its AI framework is implemented.
Can AI mark students’ work? It can draft feedback from the teacher’s marking notes and suggest rubric-based comments. The teacher should make the judgement and own the grade.
Should we use AI-detection tools to catch cheating? Not as evidence on their own. OpenAI withdrew its own AI-text classifier in 2023 because of its low accuracy. Redesign assessments so the learning process is visible, and talk to students when work doesn’t match what you have seen in class.
What is Oman’s Ministry of Education doing about AI? For the 2026/27 academic year, the Ministry announced it would begin implementing an AI framework for school education, focusing on responsible use, teacher training, digital literacy and pilot projects.
This article states the position under the laws in force on 28 October 2026, the date of publication. It is not legal advice.
Sources: Royal Decree 6/2022 — Personal Data Protection Law · Ministerial Decision 34/2024 — Executive Regulation (Arabic text) · UNESCO — Guidance for generative AI in education and research · UNESCO — Governments must quickly regulate generative AI in schools · Times of Oman — New academic year to place more emphasis on innovation and AI · OpenAI — AI classifier for indicating AI-written text
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