How it works

The whole journey, end to end — the same evidence, seen the right way by each person.

Capture

The teacher logs an everyday moment — a note, a photo, or a short clip.
Insight

For a clip, the system derives gentle, non-diagnostic signals — for the teacher's eyes only.
Draft

A small AI drafts a strengths-based report from the evidence — nothing invented.
Approve

The teacher edits and approves every word before anything is shared.
Share

With consent, the report reaches the family — clearly marked AI-assisted, human-approved.
Oversee

Programme, NGO and researcher see de-identified figures, with a full audit trail.