
The Human Learning Engine
Harriet's Adaptive Revision Preparation & Engagement Resource
H.A.R.P.E.R. is a child-safe AI revision companion for 11+ students, built with a real student at the heart of the design. Four friendly tutor agents adapt to how each child thinks, while a five-stage safeguarding pipeline keeps every interaction reviewed.
Harper (comprehension), Archie (vocabulary), Petra (maths) and Riley (reasoning) hand off to each other so learning never feels like a lecture. Every line a buddy says passes the same safeguarding pipeline.
Five stages between every child and every reply: input screen, intent classification, response screen, log & escalate, human-in-the-loop review. Safeguarding isn't a setting — it's the architecture.
Adaptive Parent Messages rewrites school updates for any reading age, language or learning need — without changing the facts or losing any safeguarding instruction.
Vocabulary, maths, reasoning and comprehension worlds mapped to the 11+ syllabus, plus a Code Lab for sequencing, debugging and problem solving.
XP, levels, daily challenges and a class leaderboard reward effort, not just answers. Children come back because it feels like play.
Next: school dashboards, classroom modes, multi-language tutor speech, and deeper integration with Lovable Cloud for live progress and parent alerts.