Select platform retention outcome for processed volume
A strong association can point to value without explaining where that value comes from.
Operational maturity, product fit, and customer selection can look similar in cohort data.
““We added more capabilities, but I still need to know what actually made our merchants stick.””
Isabella Lima · Payments Product Owner
Runs payments operations for a vertical software platform that pays thousands of service businesses.
What pulls against what
- retention association vs. causal proof
- broad opportunity vs. segment specificity
- speed to thesis vs. quality of learning
What is at stake
A retention pattern is promising, but its cause is unclear. The wrong thesis could send effort toward correlation rather than customer value
Why Stripe
At Stripe, it often matters because platforms depend on reliable flows between their customers and their funds.
Written for
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.