Churn / early warning signs before cancellation
InsuranceEnergyTelecomHealth insurance
Business question
Which customers are about to cancel, and why?
Data required
Contact history, digital journeys, invoices/reviews, complaint verbatims over 6 to 12 months.
Sample result
List of at-risk customers ranked by stakes, with the dominant reason and the action window before likely cancellation.