Case Studies
The analysis, and the decision it drove
Each study walks through a real question end to end — how it was framed, what the data said, and the call the team made because of it.
2024 · 3 months·Lead Data Scientist
Early-warning system for customer churn
Built a signal that flagged at-risk accounts 6 weeks before churn, giving the retention team time to act.
-14%
Churn reduction
6 wks
Lead time
120k
Accounts covered
Causal inferenceForecastingStorytelling
2023 · 6 weeks·Data Scientist
Reading a pricing experiment that looked flat
A headline-flat A/B test hid a strong segment effect. The real story was in the cuts.
+9%
Hidden lift
SMB
Segment
Ship
Decision
A/B testingSegmentationStorytelling
2023 · ongoing·Data Scientist
Staffing forecasts the ops team actually uses
Replaced gut-feel staffing with a forecast that ops trusts — because they could see the why.
-31%
Forecast error
-18%
Overtime cost
100%
Adoption
ForecastingVisualizationStakeholders