Failed retries are where churn metrics and cash metrics stop being friends. Support may see a soft decline; finance may see aging; product may see a still-active feature flag. Reconciliation means forcing those views to share a clock.
A Monday sequence that works
Export gateway outcomes for the prior seven days. Match each soft decline to a billing engine attempt ID. Then check whether the customer balance advanced, stayed, or was written into grace. Only after that triangle closes should anyone relabel the account as churned.
Grace is not forgiveness
Grace windows hide inventory. Treat them as a queue with a named owner and a maximum age. In the Dunning Path Review Lab, learners invent owners for sample queues until the habit sticks.
Keep the narrative short
When you brief leadership, lead with the count of unresolved retries older than your policy, not with a tour of the gateway console. The Audit Lens page outlines how we teach that narrative discipline.