Education
Personalised learning platform
A web-based education platform that raises student outcomes with personalised learning paths and AI-supported feedback.
- level tracking
- Kazanımlevel tracking
- supported feedback
- AIsupported feedback
- panel
- Öğretmenpanel
In short
How do you find the topic a student is falling behind on?
Neuros broke the content down to learning-outcome level and built progress and revision flows on that breakdown. A student may be missing not a topic but a single outcome inside it, and outcome-level records make that visible. AI feedback is generated from the specific mistake the student made, and the teacher no longer has to track class and student progress by hand.
01Challenge
When the same content is served to everyone in the same order, a student's weak topic stays invisible and progress tracking becomes manual work for the teacher.
02Approach
We broke content down to learning-outcome level and built progress and revision on that breakdown. AI feedback is generated from the student's actual mistake, and teachers get class and student progress views.
03Outcome
Weak topics became visible in the data, revision is built from it, and teachers no longer track progress by hand.
Technology stack
- 01React
- 02Node.js
- 03Flutter
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That is a design choice. The platform keeps a shared curriculum spine; what personalises is the revision flow, not the sequence. The class covers the same topic together, but the outcomes each student struggles with come back around individually. Systems that fully individualise the sequence were avoided because they make shared classroom discussion impossible.
No; it takes over the explanation a teacher writes again and again. Writing the same explanation for thirty students who made the same mistake eats most of a teacher's time. The system absorbs that repetition while the teacher looks at the class-wide pattern and shapes the lesson around it. Every piece of feedback remains visible and editable by the teacher.
Your problem could be the next one here
If you're facing something similar, we'll walk you through how we'd approach it on the first call.