Content agents
Specialised AI agents draft quizzes, exercises and full practice papers from a skill map, in the style of real exams.
All work
Case study · Learning & edutainment · AI agents
A learning platform where AI writes the questions — and every one is checked.
A homework platform for school pupils. Orchestrated AI agents produce quizzes, exercises and practice papers; checks and human review keep every answer key right; game mechanics bring pupils back every day.
- Sector
- Education
- Our role
- Product, design, build, hosting
- Status
- In daily use
- 1,200+past exam questions classified to generate new practice papers
- 9school years of maths mapped, skill by skill
- 3right answers in a row to master a skill
- 100%of generated questions checked before a pupil sees them
The challenge
Enough good questions, at the right level, with no mistakes
Practice material is the bottleneck of every learning platform. Writing enough questions — at the right level, for every topic, with correct answers — takes far more time than any teacher has.
AI can write them in seconds, but a single wrong answer key teaches a child something false. And even perfect questions are useless if pupils don't come back to practise.
What we built
One platform, three engines: content, quality and motivation
Quality gate
Automatic checks and human review verify every question and its answer before it is published.
Adaptive practice
Each pupil works at their own level. Three right answers in a row master a skill and open the next one.
Games you earn
Games unlock only once the day's work is done, with leaderboards that make pupils want to come back.
Exam preparation
Past exam questions, classified by topic, feed new practice papers and a regular mock exam.
Parent dashboards
Parents see at a glance what was done, what was mastered and where their child is stuck.
How it works
From the syllabus to a pupil's screen
-
Map
The syllabus is broken down into small skills, year by year.
-
Generate
AI agents write questions for each skill, with answers and explanations.
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Verify
Checks and human review send back anything doubtful.
-
Practise
Pupils practise at their level, and their results decide what comes next.
Results
More practice, fewer mistakes, pupils who come back
Client details are kept confidential. Full references and a live demo are available on request.
Built with
- Python
- FastAPI
- MongoDB
- JavaScript
- Gemini
- OpenAI
- Claude
- nginx
- Fresh practice material on demand, for every skill
- Wrong questions caught before they reach a child
- Guessing patterns detected, so scores reflect real learning
- Daily practice, pulled by games pupils earn
- Parents follow progress without having to ask
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