Client Retention Analyzer
AI-powered customer retention analysis and prediction.
The Client Retention Analyzer node is specialized for business intelligence on customer churn.
The Client Retention Analyzer node provides a specialized interface for analyzing customer retention. It calculates churn rates, identifies risk factors, and provides actionable recommendations to improve retention.
Actions
| Signal | Description |
|---|
| Analyze Customers | Triggers the analysis |
Data
| Data | Description |
|---|
| Customer Data | Array of customer records (usage, plan, activity, etc.) |
Configuration
Outputs
Events
| Signal | Description |
|---|
| Analyzed | Triggered when analysis is complete |
Analysis
| Data | Description |
|---|
| Insights | Comprehensive analysis object |
| Risk Factors | Array of identified risk factors (e.g., "low usage") |
Metrics
| Data | Description |
|---|
| Churn Rate % | Calculated churn probability percentage |
Strategy
| Data | Description |
|---|
| Recommendations | Array of suggested actions to reduce churn |
Next Steps
| Data | Description |
|---|
| Model Suggestion | Technical details for model training |
Status
| Data | Description |
|---|
| Error | Error message if analysis fails |
Usage
This node is ideal for dashboards and business reports.
- Feed customer data into Customer Data.
- Trigger Analyze Customers.
- Display Churn Rate % and Risk Factors on a dashboard.
- Pass Insights to the Retention Action Engine to automate responses.