A tutor that thinks, adapts,
and remembers.
Malgosha isn't a quiz app with a friendly face. It's a fully personalised AI tutor that builds a deep understanding of each student and teaches accordingly.
Set up the student profile
A quick onboarding flow captures the student's SEND diagnosis, learning level, interests, and preferred pace. This becomes the foundation Malgosha builds from.
Malgosha assembles a personalised context
Before every session, Malgosha assembles a detailed teaching plan: SEND adaptations, previous mastery scores, what's worked before, and what to try next.
The lesson begins with a Socratic conversation
Malgosha never just gives answers. It asks questions that lead the student to reason their way to solutions — building real understanding, not just correct answers.
The peak zone is maintained throughout
Malgosha tracks success rate in real time. If a student scores too high, difficulty increases. Too low, it scaffolds back. The 70–90% zone is maintained automatically.
Timeback and rewards accumulate
Every successful session earns timeback minutes and EduCoins. Students see their counter grow. Hard work has a real, tangible reward.
Memory agents update the learning profile
After each session, background AI agents update the student's memory tiers — adjusting mastery scores, refining what teaching strategies work, and preparing the next session.
Why Malgosha works when
nothing else has.
The Peak Learning Zone
Traditional classrooms teach to the middle. Students who find it too easy switch off. Students who find it too hard give up. Malgosha keeps every child scoring 70–90% in every lesson — challenged enough to grow, successful enough to keep going. Always.
The Timeback Counter
Because Malgosha is more efficient than traditional learning, students earn real time back. Not points. Not badges. Minutes they can spend however they want. Hard work has a reward that actually matters to a teenager.
The Socratic Method — why it works for SEND
Instead of explaining and then testing, Malgosha asks questions that lead students to reason for themselves. This builds deeper understanding — and more confidence.
Student follows steps but doesn't understand why. Forgotten within days.
Student reasons to the answer. Understanding is durable. Confidence grows.
There's no such thing as a single SEND student.
Malgosha learns your child's profile then adapts every lesson around it. Automatically. Over time.
Dyscalculia
6–7% of children affected- Heavily visual number representations
- Extra repetition with spaced recall
- Concrete → pictorial → abstract sequence
- Slower lesson pacing by default
Dyslexia
10% of UK population- Clear, dyslexia-friendly fonts
- Audio explanations for all text
- Reduced text density per screen
- Strong visual–spatial scaffolding
ADHD
5% of school-age children- Short, task-switched lesson chunks
- Instant feedback on every answer
- Gamified progress and EduCoins
- Clear goals stated at lesson start
ASD
1 in 57 children in the UK- Consistent, predictable lesson structure
- Explicit, literal language only
- No social ambiguity in examples
- Clear transition signals between tasks
Processing Disorder
5% of school-age children- Extended wait time after questions
- Instructions broken into micro-steps
- Multiple input modes (audio + visual)
- No time pressure on responses
Ready to give every child the teacher they deserve?
Join the schools and families using Malgosha to transform SEND maths outcomes.
2-week free trial · No credit card · Cancel anytime