01
Relevant examples
Use everyday contexts and interests to explain unfamiliar ideas.
02 — ResolutionNot an answer bank.
Not an answer bank.
A tutor that learns how you learn.
An AI companion that diagnoses a misconception, generates a fresh way to explain it, coaches the student toward discovery and revisits the gaps that remain.
The learning loop
Adaptive help built around the student.
One student may need a diagram; another a real-world application; another guided practice. The response changes with what the student understands.
01 / DIAGNOSEFind the gap
02 / GENERATEShow it differently
03 / COACHGuide reasoning
04 / REASSESSAdapt again
Try an illustrative lesson
Show me. Don't tell me.
Move the coefficient and make a prediction. Rather than reveal the answer straight away, a learning companion can guide a student toward the underlying idea.
Year 10 mathematics · Quadratic graphs
Interactive illustrationExplore y = ax²a = 1.0
Solid navy: your y = ax² curve · Dashed gold: reference y = x²LEARNER EXAMPLE · NO LIVE AI
What happens to the graph as a gets larger?
Move the slider. Notice where each curve reaches the same height. What do you think happens to its width?
Explore first, then choose an answer. A useful tutor asks the next question that helps understanding rather than giving the answer immediately.
This is a handcrafted concept illustration, not a functioning generative AI tutor. A real MVP would adapt explanations and exercises from each learner's progress, approved curriculum and interests.
Beyond maths
Curiosity and practice, personalised.
02
Generated visuals
Turn abstract concepts into diagrams, comparisons and interactive explorations.
03
Reading pathways
Recommend additional literature matched to topics and student curiosity.
04
Focused rehearsal
Practise the concepts missed in self-assessment, then check improvement.
Technical principle: Ground the tutor in approved, rights-cleared Westbourne materials through secure retrieval. No need to train or fine-tune a foundation model on school content for the MVP.
Make it measurable
How to test the partnership →Better learning is the test — not more AI usage.
Evaluate topic mastery, helpfulness, accuracy, learner safety and teacher workload.