Tutors that guide, not tell
AI that asks the question that points the way, and never just hands over the answer.
Early-stage · Codeventure in testing with families
AI that helps people learn, not just get answers.
Calemor Group Ltd builds learning software where AI acts like a good tutor: it asks the next question, notices where you’re stuck, and leaves the thinking to you. Our first product teaches children to code.
What we build
Learning software that makes people think.
It’s easy to ask an AI for the answer. It’s much harder to build one that helps someone actually learn. That’s the problem we work on: AI that guides, real practice with instant feedback, and progress that learners and parents can see.
Learning by doing
Short, real tasks with instant feedback, so understanding is built, not memorised.
Progress you can see
Clear skills and honest reports, for learners and the grown-ups who support them.
Our first product
Codeventure: learn to code by going on a quest.
Being tested with families now. Built for children first, with parents kept in the loop.
Web app · Python for ages 11–13
Codeventure teaches children real Python by sending them on a quest: short coding challenges that run right in the browser, a tutor that asks a guiding question instead of handing out the answer, and a map of every skill they collect along the way. Parents get a family account and a clear report of how their children are getting on.
Principles
How we build.
Building for young learners raises the bar. These are the standards we hold ourselves to.
Thinking over answers
The learner does the thinking. The AI’s job is to help them get there, not to get there for them.
Safe by design
Built for children first: every question is safety-checked, and children never need an email.
Parents in the loop
Grown-ups can see what their children are learning, where they’re stuck, and what the tutor noticed.
Honest progress
We only credit what a learner has really shown, and mistakes never take progress away.
Learn from real use
We test with real families, watch what helps, and improve from there.
Privacy by default
We collect only what learning needs. No real names, schools or contact details for children.
How we work
From one learner to many.
We start small and close to real learners, check that it genuinely helps them learn, and only then grow it.
Start with a real learner
We pick one thing people find hard to learn, and design around how they actually get stuck.
Test with families
Children use it for real, and parents tell us what they see. We change it based on both.
Measure learning, then grow
When it clearly helps children learn, we add more topics, more ages and more learners.
Company
A small studio building AI for learning.
Calemor Group Ltd is an early-stage UK company building learning software with AI at its core. We started with coding for 11 to 13 year olds, because it’s a skill where a patient, guiding tutor makes all the difference. The same approach can help with other subjects and other ages.
Codeventure is our first product — and the template for how we build everything else.
Get in touch
Let’s talk about learning.
Parents, schools, collaborators, or anyone who’d like early access to Codeventure: we’d love to hear from you.