Overview

LearnIQ, a fast-growing online learning platform, partnered with Manexa AI Labs to enhance user engagement and learning outcomes through personalized tutoring, AI-driven recommendations, and adaptive content delivery.

The goal was to build an Agentic AI system that behaves like a personal mentor, capable of understanding each learner’s goals, behavior, and progress — offering tailored guidance and actionable insights in real time.

Client Challenge

LearnIQ’s leadership faced several challenges:

They needed an AI system that could personalize learning journeys, analyze performance data dynamically, and assist both students and instructors with contextual insights.

Manexa AI Labs’ Solution

Manexa AI Labs built LearnIQ AI, a multi-agent tutoring and analytics platform integrating RAG-based contextual reasoning with real-time performance feedback.

🔹 Core Components

  1. Adaptive Learning Agent

    • Analyzes learner performance and behavior using LlamaIndex and LangChain.

    • Recommends personalized course modules, quizzes, and difficulty adjustments.

  2. Tutor Conversation Agent (AI Mentor)

    • Built on OpenAI GPT-4, capable of one-on-one, empathetic learning support.

    • Explains difficult topics, provides instant Q&A, and offers motivational feedback.

  3. Educator Dashboard Agent

    • Summarizes student analytics, highlights weak areas, and suggests interventions.

    • Powered by Gemini and Claude for reasoning and safe content validation.

  4. Knowledge Retrieval Engine

    • Uses RAG pipelines to fetch contextual resources from internal course databases, ensuring accurate and curriculum-aligned answers.

 

Technology Stack

 

Results & Outcomes

KPI Before AI After LearnIQ AI
Course completion rate 54% 88% (+63%)
Student engagement time 18 mins/day 42 mins/day (+133%)
Educator reporting time 4 hrs/week 30 mins/week (-87%)
Student satisfaction 3.6/5 4.9/5 (+36%)

Impact Summary

 

Conclusion

With LearnIQ AI, Manexa AI Labs demonstrated how Agentic AI can transform digital education — turning static courses into living, adaptive learning experiences that empower both learners and educators.

“AI that teaches, guides, and evolves — redefining the future of learning.”