Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Advanced
$25k - $100k+
No-code Energy usage prediction builder for farms
A drag-and-drop builder that lets farms launch their own energy usage prediction solutions without writing a single line of code.
- Target audience
- Farms
- Problem solved
- Many farms struggle with energy usage prediction 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
- Usage-based API pricing; SaaS subscriptions
- Challenges
- Model hallucinations; Privacy compliance
- Improvements
- Add a mobile app with offline mode for low-connectivity users.; Add API access so other businesses can integrate with the platform.