White-label Voice assistants solution for schools

A white-label voice assistants product that schools can rebrand and resell as their own business.

Target audience

Schools

Problem solved

Many schools struggle with voice assistants because existing options are expensive, complicated, or not designed for them.

Solution

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

Technologies

Python, Vector databases, scikit-learn

Monetization

Model marketplace revenue; Usage-based API pricing

Challenges

Model hallucinations; Privacy compliance

Improvements

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