Background & Context

US Client sought forecast reports on monthly attrition for India operation using Predictive Analytics Model


  • One year Human Resource Management data was collected
  • Data Cleansing & Preparation performed to analyse for deeper insights
  •  Predictive Model was designed and optimized
  • Monthly Attrition Prediction Reports were delivered to clients
  • After successful application of Model on one year data, Predictive Model was delivered

Business Impact

  • Quantified Attrition Trend analysis report provide annual attrition status
  • Factors impacting attrition were analyzed that provided insights to revise policies
  • Attrition forecast provided strategies for better knowledge management