Tasks where AI can help

The most useful gains tend to come from drafting rather than deciding. A general-purpose AI assistant can turn bullet notes into a clear message home, produce a first version of a weekly class newsletter, or suggest a rota for classroom jobs. Learning platforms such as Google Classroom and Moodle already automate reminders and due dates, and some now offer AI features for summarising activity.

Grouping is another area. Given a list of pupils with reading levels, a tool can suggest mixed or matched groups quickly. The teacher then adjusts for friendships, behaviour and needs that no spreadsheet captures.

Where to keep a clear line

Behaviour decisions, safeguarding concerns and anything that labels a child should not be handed to an automated system. Tools that claim to read attention or mood from cameras raise serious privacy questions and are unlikely to fit most school policies. UNESCO's 2023 guidance on generative AI in education also stresses human oversight and data protection, particularly for younger learners.

A simple rule helps staff: AI can draft, sort and remind; a person decides and signs off.

Transparency with parents matters too. If AI helps draft messages home or suggest groupings, a sentence in the school's communication policy explaining this avoids surprise later. It also reminds staff that anything sent under their name remains their responsibility, however the first draft was produced. Keeping a short record of which tasks use AI makes later reviews much easier.

A one-week trial for a teaching team

Pick one repetitive task and test it for a week before changing anything else.

• Choose the task, for example weekly messages to parents of a Year 4 class (ages 8 to 9).

• Remove names and personal details from any notes you give the tool.

• Ask it for a draft of no more than 150 words in plain language.

• Edit the draft yourself and note how long the whole process took.

• At the end of the week, compare the time and quality with your usual method and decide whether to continue.

What school leaders can put in place

A short, written list of approved tools and approved uses prevents staff from signing up to services individually with pupil data. Leaders can also ask the data protection lead to review each tool once, rather than leaving every teacher to work it out alone. Sharing honest results from trials, including those that did not save time, keeps decisions grounded.

Key points

• Use AI for drafting and sorting, not for judgements about pupils.

• Strip personal data before using general AI assistants.

• Trial one task for one week and measure the time it really takes.

• Keep an approved list of tools and uses at school level.

Photos: Zach Wear, Vitaly Gariev / Unsplash