Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Intermediate
$5k - $25k
Sales forecasting analytics dashboard for banks
A real-time analytics dashboard giving banks clear visibility into sales forecasting, with reports, alerts and simple forecasts.
- Target audience
- Banks
- Problem solved
- Banks waste hours every week on sales forecasting due to manual processes and scattered tools.
- Solution
- Launch as a lean web app using TensorFlow, Python and Vector databases, starting with one core workflow done exceptionally well.
- Technologies
- TensorFlow, Python, Vector databases
- Monetization
- AI consulting; Custom model training
- Challenges
- Keeping models updated; Poor data quality
- Improvements
- Add a mobile app with offline mode for low-connectivity users.; Add API access so other businesses can integrate with the platform.