The events product teams care about are rarely the events that predict a renewal.
Kaypo reads product behaviour alongside replies, meetings and stage movement, so a quiet account with falling usage surfaces before the renewal date.
The three or four that differ between renewed and churned accounts. Find them by comparing, rather than by asking product which events they care about.
Sync the predictive events into the CRM, or use reverse ETL if the events live in a warehouse. Giving reps an analytics login does not work.
Usually because the metric is logins or sessions. Depth of use and number of distinct active users are far more predictive.
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