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Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning Intermediate $5k - $25k

Automated Sales forecasting platform for hospitals

An automation platform that removes repetitive sales forecasting work for hospitals, saving them hours every single week.

Target audience
Hospitals
Problem solved
Many hospitals struggle with sales forecasting 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
Shortage of ML talent; Keeping models updated
Improvements
Offer WhatsApp-based onboarding and support for non-technical users.; Create a referral program that rewards users for inviting others.