CUSTOMER ANALYTICS · CHURN INTELLIGENCE
From Churn Prediction to Retention Intelligence with ChurnSight
THE PROBLEM
Churn Predictions Need More Context
Customer churn models can predict which customers are likely to leave, but risk scores alone don't explain why they're at risk or what teams should do next. Without clear explanations and relevant recommendations, retention teams struggle to turn predictions into targeted action.
Churn Risk Without Context
Unclear Risk Drivers
Generic Retention Strategies
Disconnected Analytics
Limited Customer Insights
Missed Retention Opportunities
ChurnSight: From Customer Risk to Actionable Intelligence
ChurnSight is a Snowflake-native customer intelligence solution that connects churn prediction, feature-level explainability, and AI-assisted retention recommendations through a unified analytical workflow.
THE SOLUTION
Snowflake-native Intelligence
Connects data preparation, machine learning, explainability, and analytics within Snowflake.
Explainable AI
Uncovers the factors contributing to individual churn predictions, making model outputs easier to understand.
Action-oriented Insights
Maps identified churn drivers to relevant retention interventions, helping teams move from risk identification to action.
THE ARCHITECTURE
Powered by Snowflake
BUSINESS VALUE
From Risk Scores to Better Retention Decisions
Understand customer risk
Identify customers with elevated churn probabilities & understand where attention is needed.
Explain the why
Reveal the features contributing to individual predictions, giving teams more context behind risk.
Personalise retention actions
Connect churn drivers to relevant recommendations instead of applying the same intervention.
Prioritise high-risk customers
Explore customer risk profiles & contributing factors to help retention teams focus their efforts.
Explore insights faster
Use interactive dashboards and natural-language questions to investigate churn patterns.
One intelligence layer
Bring predictions, explanations, & recommendations together in Snowflake, with shared dataset