Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Advanced
$25k - $100k+
Recommendation engines marketplace for banks
A trusted marketplace connecting banks around recommendation engines, with verified profiles, reviews, secure payments and dispute handling.
- Target audience
- Banks
- Problem solved
- Access to quality recommendation engines is limited for banks, 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
- AI consulting; Custom model training
- Challenges
- Poor data quality; High GPU and API costs
- Improvements
- Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.