Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Advanced
$25k - $100k+
No-code Energy usage prediction builder for hospitals
A drag-and-drop builder that lets hospitals launch their own energy usage prediction solutions without writing a single line of code.
- Target audience
- Hospitals
- Problem solved
- Access to quality energy usage prediction is limited for hospitals, especially outside the big cities.
- Solution
- Launch as a lean web app using scikit-learn, Hugging Face and LangChain, starting with one core workflow done exceptionally well.
- Technologies
- scikit-learn, Hugging Face, LangChain
- Monetization
- Usage-based API pricing; SaaS subscriptions
- Challenges
- Poor data quality; High GPU and API costs
- Improvements
- Add a mobile app with offline mode for low-connectivity users.; Add API access so other businesses can integrate with the platform.