Fraud detection marketplace for media houses

A trusted marketplace connecting media houses around fraud detection, with verified profiles, reviews, secure payments and dispute handling.

Target audience

Media houses

Problem solved

Media houses often overpay for fraud detection 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

Model marketplace revenue; Usage-based API pricing

Challenges

Keeping models updated; Poor data quality

Improvements

Build an analytics dashboard so users can measure their ROI clearly.; Introduce tiered pricing with a free starter plan to lower adoption friction.