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PoC Development

EdTech AI Learning Platform

Client

LearnSmart

Industry

Education Technology

Year

2023

Challenge

LearnSmart, an education technology startup, wanted to develop a proof of concept for an AI-powered adaptive learning platform. They needed to demonstrate the potential of their innovative approach to personalized education to secure funding and validate their business model.

Our Approach

  • 1Conducted research on learning science and adaptive education methodologies
  • 2Designed an AI architecture for personalized learning pathways
  • 3Developed a prototype with core adaptive learning features
  • 4Implemented content recommendation algorithms based on learning patterns
  • 5Created analytics dashboards for tracking learning outcomes

Solution

We developed a proof of concept for LearnSmart's adaptive learning platform that demonstrated the potential of AI in personalizing education. The prototype included features for content recommendation, adaptive learning paths, and progress tracking, with a focus on demonstrating the core value proposition.

Results

  • 40% improvement in student engagement in pilot testing
  • Positive feedback from 85% of test users
  • Successful demonstration to potential investors
  • Validation of key technical assumptions
  • Clear roadmap for full product development

Key Insights

  • 1Educational AI requires a deep understanding of learning science principles
  • 2User experience is particularly critical in educational applications
  • 3A well-designed PoC should validate both technical feasibility and user value
  • 4Balancing innovation with usability is essential for educational technology
"Sengi AI helped us transform our vision into a tangible product that impressed both investors and early users. Their understanding of both AI technology and educational principles was invaluable."
DW

David Wilson

Founder, LearnSmart

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