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From the firm's own write-upReceipt no. 8906
What sucked

A leading financial-education provider was running a static learning-management system.

Content was passive, student engagement was limited, and common questions generated a steady load of support tickets.

Education & EdTechProduct & Engineering
What they built

Malleable AI integrated an AI-powered 'Personal Finance Advisor' into the course flow, a conversational agent that uses retrieval-augmented generation to answer from the specific course materials, so students can test their knowledge and deepen understanding in real time rather than just reading FAQs.

What changed
Higher engagement

Improved user engagement through interactive Q&A

Fewer tickets

Reduced support volume by automating common student inquiries

Reusable blueprint

Scalable technical blueprint for future AI features

More fixes like this
Who did it
Brian Coombs
Co-founder, Malleable AI

Pulled from work they published. Pluris hasn't reviewed it yet.