Total Retention Lifecycle
The Telecom Retention System is not just a predictor—it's an intelligent decision support enginge designed to save revenue.
1. Intelligent Prediction
At the core of our platform is a sophisticated Random Forest Classifier trained on over 7,000 customer profiles. It doesn't guess; it calculates the mathematical probability of churn based on historical patterns.
- Real-time inference (< 200ms)
- Considers 20+ behavioral features
- Accuracy optimized for active retention
2. Root Cause Analysis
Knowing who will churn is not enough. You need to know why. Our system deconstructs the risk score to highlight the primary driving factors—whether it's pricing fatigue, contract inflexibility, or service quality issues.
- Automated factor identification
- Transparent "White Box" AI logic
- Highlights actionable pain points
3. Strategic Action Engine
The ultimate goal is retention. Our system maps risk profiles to specific, proven retention strategies. From upgrading fiber optic plans to offering long-term contract discounts, we tell your support team exactly what to say.
- Personalized offer generation
- Scripted intervention strategies
- Revenue-focused outcomes