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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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