White-label Personalized tutoring solution for banks

A white-label personalized tutoring product that banks can rebrand and resell as their own business.

Target audience

Banks

Problem solved

Banks often overpay for personalized tutoring because pricing is opaque and alternatives are hard to compare.

Solution

Start with a no-code prototype, prove demand with paying users, then rebuild on Vector databases/scikit-learn for scale.

Technologies

Vector databases, scikit-learn, Hugging Face

Monetization

Enterprise licenses; AI consulting

Challenges

Poor data quality; High GPU and API costs

Improvements

Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.