Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Intermediate
$5k - $25k
Video highlight generation analytics dashboard for media houses
A real-time analytics dashboard giving media houses clear visibility into video highlight generation, with reports, alerts and simple forecasts.
- Target audience
- Media houses
- Problem solved
- Many media houses struggle with video highlight generation because existing options are expensive, complicated, or not designed for them.
- Solution
- Build an MVP with LangChain and OpenAI API, validate with 20 pilot users, then expand features based on real feedback.
- Technologies
- LangChain, OpenAI API, PyTorch
- Monetization
- SaaS subscriptions; Enterprise licenses
- Challenges
- High GPU and API costs; Model hallucinations
- Improvements
- Offer WhatsApp-based onboarding and support for non-technical users.; Create a referral program that rewards users for inviting others.