Fraud detection marketplace for logistics firms

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

Target audience

Logistics firms

Problem solved

Logistics firms often overpay for fraud detection because pricing is opaque and alternatives are hard to compare.

Solution

Build an MVP with Vector databases and scikit-learn, validate with 20 pilot users, then expand features based on real feedback.

Technologies

Vector databases, scikit-learn, Hugging Face

Monetization

Custom model training; Model marketplace revenue

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.