Customer Success is changing.
The dashboards haven't.

Customer Success has long been described through metrics such as adoption, usage, health scores, and renewal rates. Yet practitioners know that the reality of customer relationships rarely fits neatly inside dashboards. Despite strong usage, trust can erode. Risk can surface before data reflects it. Signals shift across stakeholders, context, and time.

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Customer Success Intelligence (CSI) recognizes Customer Success as a modern interpretive discipline shaped by this motion. It integrates digital and relational signals, organizational dynamics, and evolving customer realities to support informed judgment beyond metrics alone.

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Karina Bauer’s work explores this shift and introduces SPIN, the operational thinking model within CSI for interpreting customer situations and intervening with clarity.