Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Intermediate
$5k - $25k
Recommendation engines analytics dashboard for logistics firms
A real-time analytics dashboard giving logistics firms clear visibility into recommendation engines, with reports, alerts and simple forecasts.
- Target audience
- Logistics firms
- Problem solved
- Many logistics firms 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
- Shortage of ML talent; Keeping models updated
- Improvements
- Add Urdu language support to reach a wider local audience.; Build an analytics dashboard so users can measure their ROI clearly.