The question
What would learning feel like if the experience adapted to the person, instead of asking every person to adapt to the same system?
The experiment
Kanotion explores learning through clear next steps, useful feedback, and a journey that responds to each learner’s progress. The aim is to make learning feel less overwhelming and more connected to what someone is trying to achieve.
What I am testing
- Whether smaller, contextual steps make learning easier to begin and continue.
- How personalisation can help without hiding how the system works.
- Which kinds of feedback help learners move forward instead of merely scoring them.
- How to keep the experience accessible as the product grows.
Current observation
The most useful feature may not be more content. It may be helping someone identify the right next action, understand why it matters, and build confidence through visible progress.
Next procedure
Learn from early-access use, improve the experience, and document what creates clarity versus unnecessary complexity.