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HR & People · AI accelerator

Attrition Predictor

Flags flight-risk employees from engagement, tenure and performance signals with explainable drivers.

−20%
Regretted attrition
70–80%
Risk flag precision
3–6 months
Warning lead time
4–6 months
Payback period
At
Attrition Predictor
HR · No. 39 of 117
What it does

Attrition Predictor in production

  • Scores flight risk monthly for every employee
  • Blends engagement, tenure, pay and performance signals
  • Explains each risk score with its top drivers
  • Alerts managers and HRBPs to rising-risk cohorts
  • Suggests retention actions ranked by likely effect
  • Back-tests predictions against actual exits each quarter

45-second film: the Attrition Predictor tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
WorkdaySAP SuccessFactorsOracle HCMCulture AmpMicrosoft Viva GlintPower BI
Technology stack
XGBoostSHAPMLflowPythonPostgreSQL
Compliance & security
GDPRDPDPISO 27001EEOCSOC 2 Type II

See Attrition Predictor running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

Book a walkthrough →Browse the library →