Insurance Policy Churn Prediction

Service Offering

Predict which policyholders will shop competitors and intervene precisely

Problem Statement

Retention efforts are generic and poor targeting loses an average of 15% of customers annually at renewal – wasting discount budget on loyal customers while missing those shopping competitors. Policy, billing, claims, and interaction data sit in silos, preventing a 360 customer view.

What's holding you back

  • Siloed data models prevent 360 view

  • No actionability – score but no campaigns

  • Ignoring payment behavior

  • Generic campaigns waste 60% of budget

  • Don’t know which customers shopping

What success looks like

  • Retention increases 2-4 points

  • Discount spend decreases

  • Campaign ROI increases 300%

  • Targeted interventions before shopping

  • Lifetime value data clear

How evolv helps

  • Unifies policy, billing, claims, and interaction data creating complete customer view

  • Builds explainable churn models with daily refresh and propensity scoring

  • Integrates with CRM enabling targeted, automated retention campaigns

Why evolv?

Churn prediction expertise for insurance

Proven frameworks increasing retention and ROI

Transparent models marketing teams trust

Experience integrating policy, billing, and interaction data

Let's talk

Identify which policyholders are likely to shop competitors before renewal. Intervene with targeted actions that improve retention and reduce wasted discount spend.