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Visible Leakage. Measured Decline.
A Top 40 organization partnered with Ardenus to measure the revenue and customers it had been quietly losing. The result: leakage and decline the team couldn't see before, made measurable.
- 37%
- Revenue leakage identified
- 20%
- Retention decline identified

Forecasting rodent-inspection failures before they happen.
Ardenus's research team trained a calibrated LightGBM model, benchmarked against XGBoost and CatBoost, on New York City's open inspection data. The model predicts how likely a certain location is to fail its next rodent inspection.
- 0.84
- ROC-AUC on held-out inspections
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