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Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning Advanced $25k - $100k+

Fraud detection marketplace for manufacturers

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

Target audience
Manufacturers
Problem solved
Manufacturers waste hours every week on fraud detection due to manual processes and scattered tools.
Solution
Build an MVP with Hugging Face and LangChain, validate with 20 pilot users, then expand features based on real feedback.
Technologies
Hugging Face, LangChain, OpenAI API
Monetization
SaaS subscriptions; Enterprise licenses
Challenges
Shortage of ML talent; Keeping models updated
Improvements
Add a mobile app with offline mode for low-connectivity users.; Add API access so other businesses can integrate with the platform.