article thumbnail

6 Reasons Why Unstructured Data Is Key to an Effective Retention Program

VOZIQ

This information includes customer data captured from contact center agent notes, surveys, emails, chats, and web forms. Traditional customer retention strategies only use structured data because it’s easier for their models to understand and be trained with.

article thumbnail

Why Measuring Churn Risk across Customer Lifecycle Is Critical for Recurring Revenue Businesses

VOZIQ

However, the problem is that many of these mechanisms are centered around end-of-term churn risk, which is reactive in nature for the most part. Considering limited to no insight into the churn cause at that stage, you may try to retain a canceling customer with expensive offers. This approach neglects customer lifetime value.

article thumbnail

Why Measuring Churn Risk across Customer Lifecycle Is Critical for Recurring Revenue Businesses

VOZIQ

However, the problem is that many of these mechanisms are centered around end-of-term churn risk, which is reactive in nature for the most part. Considering limited to no insight into the churn cause at that stage, you may try to retain a canceling customer with expensive offers. This approach neglects customer lifetime value.