Solution Retail
AI Churn Prediction and Retention for Telecom Operators
A churn prediction and retention orchestration platform on Microsoft Fabric that identifies at-risk subscribers early and targets retention offers for mobile network operators.
-22%Churn rate
-30%Retention offer cost
WeeksOf warning before port-out
Typical outcomes for this kind of engagement. Results depend on your data and starting point.
THE CHALLENGE
Operators often learn a subscriber is leaving only when the port-out request arrives, when the only option is an expensive save offer with poor odds.
- Churn identified at port-out, when intervention options are minimal
- No granular churn risk scoring by subscriber or segment
- Generic save offers eroding margin without retaining subscribers
OUR APPROACH
CloudGate builds a churn prediction and retention platform on Microsoft Fabric and Azure Machine Learning that scores every subscriber daily on network experience, usage, billing, care interactions and competitive context.
- Daily churn risk scoring per subscriber
- Explainable risk drivers so interventions address the actual cause
- Personalized retention journeys orchestrated in Power Automate
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