Fraud detection learning hub for HR teams

A curated learning hub with bite-size courses, templates and a community to help HR teams master fraud detection.

Target audience

HR teams

Problem solved

HR teams 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

SaaS subscriptions; Enterprise licenses

Challenges

Privacy compliance; Shortage of ML talent

Improvements

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