Evidence should make the product more accountable, not make the claims louder.

What we've learned so far, and what still needs proving.

AI can help prepare the evidence. It cannot own the judgement.

AI-assisted material remains advisory. An appropriate human can review, edit, accept, reject or override it before it becomes part of a school or setting record.

Safeguarding takes priority.

Controlled development: synthetic data first.

Current development uses synthetic, composite information. Live use only when the foundations are in place.

Read the safeguarding and child protection policy