Automated Fraud detection platform for law firms

An automation platform that removes repetitive fraud detection work for law firms, saving them hours every single week.

Target audience

Law firms

Problem solved

Many law firms struggle with fraud detection 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

High GPU and API costs; Model hallucinations

Improvements

Offer WhatsApp-based onboarding and support for non-technical users.; Create a referral program that rewards users for inviting others.