White-label Video highlight generation solution for schools

A white-label video highlight generation product that schools can rebrand and resell as their own business.

Target audience

Schools

Problem solved

Schools often overpay for video highlight generation because pricing is opaque and alternatives are hard to compare.

Solution

Launch as a lean web app using Vector databases, scikit-learn and Hugging Face, starting with one core workflow done exceptionally well.

Technologies

Vector databases, scikit-learn, Hugging Face

Monetization

Usage-based API pricing; SaaS subscriptions

Challenges

High GPU and API costs; Model hallucinations

Improvements

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