Thinking
The Velocity Trap
When activity volume gets mistaken for intervention accuracy.
Outcome Hit Rate
Measuring whether CS interventions actually change outcomes, not just whether they happen.
Milestone-to-Intervention Model
Triggering actions on value milestones instead of calendar dates.
Signal Architecture
Which data signals actually predict account risk, and what the research says about the ones that don't.