About EduSense
EduSense is an integrated digital educational system that leverages advanced artificial intelligence technologies to sense student behavior, analyze their educational and behavioral data, predict their learning outcomes, and personalize content according to their cognitive patterns and individual levels.
EduSense aims to bring about a qualitative leap in educational efficiency through smart tools that enable teachers and administrators to evaluate, enhance, and tailor the learning process in a practical, data-driven way.
EduSense is made up of three integrated intelligent units
1– EduCam: Visual sensing unit
Uses AI-powered computer vision to track student behaviour in class, focusing first on visual attention. The module can be expanded to send early alerts when distraction or mind-wandering is detected.
2–EduLyzer:Predictive analytics unit
Applies machine-learning techniques to analyze academic, behavioral and psychological variables and predict each student’s likelihood of passing or failing. Current analytics cover:
- Academic history and past performance
- Visual attention during instruction
- Behaviors such as talking or off-task activity
- Subject difficulty
- Cognitive & learning styles (e.g. sensory vs visual)
Predictive accuracy: 70 – 90 % (pass / fail).
3–EduVisor: Intelligent advisory unit
Powered by generative AI LLMs specifically fine-tuned for the education sector using prompt engineering. It offers intelligent recommendations for personalized content based on the insights generated by the other modules.
- Provides personalized student accounts to interact with adaptive content
- Supports teachers with tailored teaching suggestions for each student
- Assists educational supervisors with developmental and improvement strategies
This unit uses Gemini model enhanced with guided prompt engineering instructions that is administratively managed and improved.
Why We Need This System
AI is growing fast and showing up in almost every part of our lives, so it makes sense to use it in education too. Traditional tests that only look at exam scores don’t really explain why students struggle, and they don’t let us jump in early enough to help.
EduSense offers a modern, all-in-one solution that can:
- Track distraction and low focus in real time.
- Analyze success and failure for each student and the whole class.
- Customize learning paths to fit every student’s needs.
- Help teachers make smart, data-driven decisions.
Key Benefits
- Real-time and cumulative analysis of student behavior in the classroom.
- Accurate, early predictions of success or struggle.
- Adaptive learning content designed for each student’s level.
- Comprehensive reports and stats to support teachers’ and admins’ decisions.
- A closed, secure system that ensures student privacy and performance.
Towards a Smarter Educational Future
EduSense is a new generation of AI systems built for education, where deep analysis meets teaching vision to create a more responsive learning environment for today’s students.
It’s more than just a tool—it’s a true partner for teachers, multiplying their impact, offering clearer insights, and providing support based on solid data.
Technical Architecture & Robust Deployment ⚙️
EduSense is built for on-premise installation at every school, guaranteeing full digital security and privacy.
Its core components include:
Smart Cameras
Monitor visual behaviour and in-class interaction.
Local Servers
Store & process data on-site—no cloud needed.
Secure Network
Links classrooms, servers, and control panels safely.
Full Local Control
Zero risk of data leaving the institution.
This fully local setup gives each school complete control over its system and infrastructure—eliminating any chance of personal or educational data leaking outside the campus.
