Identify possible churn using relevant purchase history
Nobody can say which customers have genuinely left for good, yet budget is being committed as though the answer were already known. In this case, the immediate task is to identify possible churn using relevant purchase history. The workflow should produce an at-risk customer definition and winback plan stated as risk rather than as settled fact.