Retention Risk Analyzer

The Retention Risk Analyzer detects early warning signals of employee disengagement and attrition risk by analyzing multiple data sources—including performance reviews, survey responses, tenure patterns, and behavioral indicators. Organizations lose valuable employees because warning signs go unnoticed until it's too late. This agent identifies employees showing risk factors like declining engagement scores, performance changes, or patterns associated with turnover, then provides actionable recommendations for retention interventions. Built with enterprise-grade security and privacy protections, it helps HR teams proactively address retention risks before top talent walks out the door.

• Analyze multiple data sources to identify attrition risk factors
• Detect early warning signals like engagement decline or performance changes
• Score employees by retention risk level with supporting evidence
• Recommend targeted retention interventions for at-risk employees
• Identify systemic retention issues by team, role, or manager

1. Input: User provides employee data (surveys, reviews, tenure, etc.)
2. Risk Analysis: Agent identifies patterns associated with attrition
3. Signal Detection: Flags employees showing multiple risk indicators
4. Risk Scoring: Assigns retention risk scores with supporting evidence
5. Recommendation Generation: Suggests specific retention interventions
6. Output: Delivers risk report with prioritized action recommendations