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

No-code Medical image analysis builder for schools

A drag-and-drop builder that lets schools launch their own medical image analysis solutions without writing a single line of code.

Target audience
Schools
Problem solved
Many schools struggle with medical image analysis because existing options are expensive, complicated, or not designed for them.
Solution
Build an MVP with LangChain and OpenAI API, validate with 20 pilot users, then expand features based on real feedback.
Technologies
LangChain, OpenAI API, PyTorch
Monetization
SaaS subscriptions; Enterprise licenses
Challenges
Keeping models updated; Poor data quality
Improvements
Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.