real-time churn risk scoring
Analyzes customer behavioral and transactional data to assign a churn risk score to each customer in real-time. Scores are continuously updated as new customer interactions occur, enabling immediate identification of at-risk accounts.
no-code churn model configuration
Allows non-technical users to set up and configure churn prediction models without writing code or SQL. Users can select data sources, define customer segments, and customize model parameters through a visual interface.
crm and data platform integration
Connects Modern's churn predictions directly to major CRM systems and data warehouses, automatically syncing churn risk scores and enabling workflow automation. Supports integrations with platforms like Salesforce, HubSpot, and cloud data warehouses.
at-risk customer segmentation
Automatically segments customers into risk categories and cohorts based on churn probability, behavioral patterns, and other attributes. Enables targeted retention strategies for different customer groups.
actionable retention insights dashboard
Provides a visual dashboard displaying churn risk metrics, at-risk customer lists, and recommended retention actions. Presents insights in an accessible format for non-technical stakeholders to drive immediate action.
predictive churn factor analysis
Identifies and explains the key factors driving churn risk for individual customers and customer cohorts. Provides interpretable insights into why customers are at risk, such as declining usage, payment issues, or feature adoption gaps.
automated retention workflow triggering
Automatically triggers retention workflows and notifications when customers reach specified churn risk thresholds. Enables teams to take immediate action without manual monitoring or intervention.
historical churn pattern analysis
Analyzes historical customer churn data to identify patterns, trends, and seasonal variations in customer attrition. Provides context for understanding current churn predictions and validating model performance.
+2 more capabilities