Artificial Intelligence
A simple framework for catching bad customer experiences before they become churn.
Bad customer experiences rarely come from a single catastrophic failure. They accumulate from small frictions nobody owns fixing. A simple framework can catch them before they turn into churn.
Combine direct feedback with behavioral signals — abandoned carts, repeated support contacts, sudden drops in usage — to catch friction before a customer complains.
Separate the symptom from the cause. A spike in support tickets about billing might really be a confusing pricing page, not a support quality problem.
Fixing the individual customer's issue is table stakes. The real win is closing the systemic gap so the next hundred customers don't hit the same wall.
This framework isn't about eliminating every bad moment — that's unrealistic. It's about making sure the same bad moment never happens twice.