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

White-label Recommendation engines solution for hospitals

A white-label recommendation engines product that hospitals can rebrand and resell as their own business.

Target audience
Hospitals
Problem solved
Many hospitals struggle with recommendation engines because existing options are expensive, complicated, or not designed for them.
Solution
Launch as a lean web app using LangChain, OpenAI API and PyTorch, starting with one core workflow done exceptionally well.
Technologies
LangChain, OpenAI API, PyTorch
Monetization
AI consulting; Custom model training
Challenges
Poor data quality; High GPU and API costs
Improvements
Add Urdu language support to reach a wider local audience.; Build an analytics dashboard so users can measure their ROI clearly.