SkillDuck – AI Authoring Tool for E-Learning

SkillDuck – AI Authoring Tool for E-Learning

i40 – the future skills company is an EdTech company that delivers future-relevant skills through AI-powered learning formats and modern e-learning methods. One of the innovation leaders in the German-speaking professional development market.

More About the Project

Multi-agent system that automatically generates complete, didactically structured e-learning courses from documents and general knowledge — winner of the eLearning Award 2025 in the AI category.

Project duration

10/2025 (3-week sprint)

Category

Multi-Agent System / EdTech

Industry

E-Learning / Future Skills / Professional Development

My role

Lead Developer (Multi-agent architecture design, RAG pipeline, LLM integration, frontend layer)

Issue

Creating high-quality e-learning courses at an EdTech company took weeks to months — from research and structuring to defining learning objectives and filling in content. Standard AI generation produced incoherent content with too many hallucinations.

Solution

Development of a multi-agent system that automatically generates complete, didactically structured e-learning courses from documents and general knowledge. Each agent handles a specialization: outline, learning objectives, narrative, didactic content. Human-in-the-loop cycles ensure quality at critical checkpoints.

Tech-Stack

  • Azure AI Foundry, OpenAI GPT-4o (LLM Orchestration)
  • Python, LangChain (Backend / Agent Framework)
  • RAG architecture with vector indexing (context-sensitive generation from PDFs)
  • Next.js, ReactJS (Frontend / Authoring Interface)
  • Human-in-the-Loop Workflows (Quality Assurance / Hallucination Reduction)

Result & Impact

  • Course creation time reduced from months to hours or days
  • eLearning Award 2025 won in the AI category (client: i40 – the future skills company)
  • Scalable to any document base and language