Having the ability to interpret the churn signals coming from different customer segments is becoming more important in managing customer relationships up-stream of switch requests.

Want to know which consumers will more likely default when they encounter an unpredicted financial stress situation in the future? Traditional risk scores won’t give you the full picture.