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CASE STUDY September 17, 2023

AI and Predictive Analytics identifies over USD 1Bn in Assets Under Management (AUM)

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Business Objective

Our client is a leading provider of Individual & Group Retirement and Life Insurance plans in the US. The client had lost sizeable Assets Under Management (AUM) from receding contributions and closure of 403(b) plans by its customers.

There existed an opportunity to enable Financial Advisors and Customer Care Agents retain customers through predictive insights and proactive retention strategies. Specifically, the client wanted to:

— Identify at-risk customers to enable Financial Advisors engage with customers ahead of time
— Empower Customer Care Agents with reasons for attrition and talking points that help retain customers that are already in the process of attrition

Challenges

  • Identifying relevant data and evaluating it for utility – analyzed over 15 data sources and aligned with business teams for effective use in the analysis
  • Inconsistent data with limited information and history, partial data dictionary, and limited business context for most data elements
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