Engagement is invisible between reviews. A client can quietly stop using the service for months, and the first signal anyone sees is the non-renewal notice.
"The client churned and the data shows usage fell off a cliff four months ago — why did nobody see that curve?"
Churn from unseen disengagement
Earlier risk detection
To first usage dashboard