From uniform teaching to unique learning journeys

Powered by AI, our platform delivers smart and personalized learning experiences for students and provides pedagogical support for teachers.

Wingos is proudly funded by the Luxembourg National Research Fund (FNR), validating the scientific rigor and societal impact of our platform.

How it works

Our platform combines AI with pedagogical foundations and continuous instructor oversight to create an adaptive, reliable, and curriculum-aligned learning experience.

Curriculum Alignment

Wingos does not impose a predefined curriculum. Instead, it aligns directly with the uploaded materials already approved by instructors.

Content Strictly Based on Your Materials

Wingos generates lessons, quizzes, explanations, and study support strictly aligned with the materials educators upload.

Educators upload their textbooks, course materials, or resources.

The platform builds learning content from those sources (no external curriculum imposed).

Curriculum Structure

Wingos maps:

Core concepts
Dependencies and prerequisites
Difficulty levels
Relationships between topics

This provides educators with a high-level, structured overview of their curriculum’s architecture.

Instructor Control

Wingos follows a strict human-in-the-loop approach.
AI handles content generation and analysis, but teachers remain fully in control.

Content Oversight

Instructors retain full control over all AI-generated materials before they reach students.

Review and edit all generated lessons and assessments
Validate accuracy and curriculum alignment
Adjust or refine content to match pedagogical intent

Actionable Learning Insights

Wingos gives educators clear, real-time visibility into classroom performance to enable precise and timely intervention.

Track individual progress and concept-level mastery
Identify struggling students early
Detect learning gaps
Monitor performance trends through a clear, color-coded dashboard

Adaptive Learning

Wingos continuously adapts to individual learners through mastered-based performance.

Individual Learning Path

Wingos builds a dynamic mastery model for each learner, adapting exercises in real time for personalized progression.

Real-time mastery tracking
Adaptive difficulty and explanations
Gap detection and prerequisite reinforcement
Curriculum-aligned next steps

Structured AI Learning Assistant

Unlike open-ended chatbots, Wingos delivers curriculum-aligned, context-aware academic assistance grounded in course materials.

Highlight any sentence directly within the lesson
Request clear explanations or translations
Save notes to a personal learning notebook

Mastery That Lasts

Wingos integrates strategically timed mastery checks to strengthen long-term retention and prevent forgetting.

Previously learned concepts are revisited at optimal intervals
Reinforcement adapts to individual performance
Knowledge is consolidated over time, not lost

Gamification

Wingos integrates subtle, pedagogically grounded gamification to support motivation without compromising learning quality.

Personalized avatars and digital rewards
Structured learning pathways
Configurable leaderboards with adjustable visibility
Teacher and student controls to ensure healthy, pressure-free motivation

This platform is part of a research project at SnT, University of Luxembourg, an internationally recognized center in applied computer science, cybersecurity, intelligent systems, and tech innovation.

We ensure trust with explainable, human-centered AI, fully compliant with GDPR.

Wingos is inclusively designed with WCAG 2.2 principles to ensure accessible, equitable learning for all students.

Built for Luxembourg’s multilingual classrooms

Wingos was built with Luxembourg’s education system in mind, one of the most multilingual in the world.

Whether students are learning in Luxembourgish, German, French, or come from homes speaking other languages, Wingos adapts to their needs.