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E-Learning Platform
Enhancing Digital Learning with AI Personal Advisors
Students were navigating complex financial material through a static course experience, with limited real-time support and a growing volume of repetitive questions for the client team.
Designed and engineered a course-grounded AI advisor that answers questions, tests understanding, and keeps every response anchored to approved educational content.
A scalable conversational learning experience with stronger engagement and less repetitive support demand
The situation
A leading financial education provider wanted to modernize their static learning management system. We re-imagined the student experience by integrating an AI-powered 'Personal Finance Advisor' directly into the course flow. This conversational agent doesn't just answer FAQs—it uses RAG to pull from specific course materials, helping students test their knowledge and deepen their understanding in real-time.
Static, outdated learning experience leading to lower engagement
Lack of real-time support for students stuck on complex concepts
Uncertainty on how to integrate Generative AI without hallucinating advice
The delivery
We architected and engineered a custom chatbot using a RAG (Retrieval-Augmented Generation) pipeline. The system was designed to be a 'testing partner' for students, moving them through course material and providing instant feedback, while strictly adhering to the verified educational content.
Designed and engineered a course-grounded AI advisor that answers questions, tests understanding, and keeps every response anchored to approved educational content.
The result
Significantly improved user engagement through interactive Q&A
Reduced support ticket volume by automating common student inquiries
Established a scalable technical blueprint for future AI features
Scope
“Malleable's expertise in AI is guiding us through complex challenges, ensuring that we are poised to leverage AI technologies effectively.”
Contact
Tell us where the business is stuck. We'll shape the strategy, enablement, and engineering around the outcome that matters.