AI-powered course creation
NOLEJ: Award-winning EdTech powered by AI
Introduction
About project
NOLEJ, a French AI startup, is transforming education by automating content creation for teachers and instructional designers. Their goal is to make learning more accessible and impactful for students and trainees. Using AI, NOLEJ generates interactive content tailored to individual abilities and preferences, helping thousands achieve their educational goals. In their first year, NOLEJ attracted 2,500 users and won prestigious awards, including the ASU GSV Cup final, TechCrunch Battlefield Top 20, and GESAwards.
Our collaboration with NOLEJ started in 2023 when they approached us to test a new language model for content creation. Our solution significantly enhanced the quality and effectiveness of their educational content, leading to a lasting partnership. Today, we support NOLEJ with AI, DevOps, and cloud infrastructure solutions, helping them continue to revolutionise education.
Services
Industry
Education
Project type
Web
Artificial Inteligence
Duration
5 months
Tech stack
Backend
Python
Integrations
Gladia, Assembly, Mistral, ChatGPT
DevOps
Knative, Kubernetes
Database
Postgres, Qdrant
Libraries
Draive
Project Challenges
AI engine for an innovative startup
01. Scaling up
NOLEJ set out to upgrade their platform in nine months to handle more users without added costs or complexity. This required a full overhaul of the frontend, backend, cloud architecture, AI integration, and the creation of a secure, cost-effective database.
02. Using AI for personalisation
NOLEJ’s AI-powered courses rely on expert-created content. To personalise learning, they needed an AI solution using large language models to process queries and source materials efficiently, creating tailored, engaging content for each user.
03. Building in-house AI expertise
To maintain quality and safety, NOLEJ opted to build a custom AI solution instead of using standard libraries. They sought a technology partner with deep expertise in generative AI to develop bespoke tools and train their team in AI development.
Solutions
Custom, flexible Generative AI solutions
01. Flexible cloud framework
We built a cloud framework using Kubernetes, Knative, and serverless architecture for efficient scaling, cost control, and cross-cloud flexibility. Kubernetes manages scaling and apps, while Knative simplifies serverless workflows for reliability and efficiency.
02. Serverless architecture
Our serverless components work across any cloud, enabling auto-scaling and pay-as-you-go efficiency. This reduces server management, cuts costs, and streamlines operations.
03. AI Kickstarter
We used our proprietary AI Kickstarter framework for secure, production-ready tools.
- RAG architecture: Combines retrieval and generation for faster, accurate content creation.
- Vector database: Ensures fast, secure data processing with advanced filtering and ranking.
- Prompt engineering: Precise, tested prompts for performance, security, and functionality.
04. Collaborative partnership
From the start, we worked closely with NOLEJ, beginning with a GPT-3.5 proof of concept to improve content quality. Strategy workshops aligned goals, while educational sessions deepened their understanding of AI architecture.
Results
NOLEJ – a leading name in edtech
01. Versatile AI engine for eLearning
NOLEJ’s AI engine is scalable and adaptable, integrating user data with language models like GPT-4, Mistral, Gemini, and Claude. It supports multimodal technologies for video, audio, and images, ensuring flexibility and innovation without vendor lock-in.
02. Improved user satisfaction
Creators save an average of 10 hours per project thanks to tailored content generation. By using creators’ source materials as “ground truth,” NOLEJ delivers precise outputs across formats like quizzes, flashcards, and glossaries, earning high satisfaction ratings and eliminating manual corrections.
03. Dynamic product growth
NOLEJ has quickly gained recognition, serving top training organizations and diverse needs. Partnerships with BPI France and EdTech France bolster their credibility, making them a top choice for training departments, teachers, and educational content creators.
Hear it directly
from Nolej
The most rewarding part of working with our clients? Sharing the journey as their products evolve into successful solutions embraced by millions!
See our portfolio“We chose MIQUIDO for their expertise in deploying generative artificial intelligence projects into production, thanks to their in-house framework, DRAIVE, which is highly efficient compared to other more popular frameworks.
They helped us develop a scalable, cloud-agnostic, and AI model-agnostic architecture, enabling us to serve all markets: governmental, academic, and corporate. We appreciate their responsiveness and attentiveness in adapting to our needs.”
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