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Attrition Prediction, Workforce Forecasting & Employee Sentiment (HCM) ​

This page documents three shipped AI & Intelligence screens (hcm-ai-intelligence). See AI Dashboard for what "AI" actually means here — real rule-based scoring, not a trained model. Not for plugin developers.

Attrition Prediction ​

Each employee gets a real risk score computed by 16 chained rules — banding tenure, performance, and absence, summing them, then banding the result into a risk level. It's a real, explainable calculation, not a black-box prediction — you can trace exactly why someone was flagged.

Workforce Forecasting ​

A real rule pipeline computes a closing headcount and workforce gap for a period, from your actual current data.

Employee Sentiment ​

Real sentiment responses, classified by the rule engine, with real aggregate KPIs.