An AI-powered OTT Analytics & Intelligence platform that predicts user churn, estimates purchase probability, evaluates business impact, and recommends real-time retention strategies with insights, charts, persona classification, and exportable business reports.
🔗 Deployed Platform: https://ott-ai-platform.onrender.com
- 🔥 Churn Risk Prediction
- 🎯 Purchase Probability
⚠️ Risk Level Badging (High / Medium / Safe)- 📊 Engagement Score
- 🔐 Retention Priority
- 💼 Business Impact Evaluation
- 👤 Smart User Persona Detection
- 🧠 AI Reasoning Explanation
- 🧠 AI Recommended Business Actions
- Doughnut Chart → Churn Probability
- Bar Chart → Purchase Probability
- Real-time AI Insights Panel
- Prediction History Log
- 📄 Export AI Report (CSV)
- 📊 Export Business Report (.xlsx)
- Premium Admin Dashboard Interface
- Dark Themed Professional Design
- Smooth UX with Real-time Updates
- Python
- Flask
- Scikit-Learn
- Pandas
- HTML
- CSS
- Bootstrap
- JavaScript
- Chart.js
- Render (Cloud Hosting)
ott_ai_platform │── app.py │── models/ │ ├── churn_model.pkl │ ├── purchase_model.pkl │── templates/ │ ├── index.html │── static/ │ ├── (optional future assets) │── requirements.txt │── README.md
git clone https://github.com/devaprasathk28-dot/ott-ai-platform.git cd ott-ai-platform
pip install -r requirements.txt
python app.py
{ "watch_hours": 10, "active_days": 5, "days_since_last_watch": 3, "age": 22, "customer_support_tickets": 1, "completion_rate": 80, "premium_interest": 1, "platform_visits": 10 }
{ "churn_risk": 0, "churn_probability": 23, "purchase_probability": 65 }
Ideal for:
- OTT Platforms (Netflix, Hotstar, Prime)
- Streaming Providers
- Telecom OTT Bundles
- Product Analytics Teams
- AI Research & Academic Projects
Team Prime Cortex – ByteQuest Hackathon Built with ❤️ Intelligence & Innovation DEVAPRASATH K