Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Intermediate
$5k - $25k
Document summarization analytics dashboard for media houses
A real-time analytics dashboard giving media houses clear visibility into document summarization, with reports, alerts and simple forecasts.
- Target audience
- Media houses
- Problem solved
- Access to quality document summarization is limited for media houses, 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
- Shortage of ML talent; Keeping models updated
- Improvements
- Introduce tiered pricing with a free starter plan to lower adoption friction.; Add a mobile app with offline mode for low-connectivity users.