Customer Risk
Your best customers are going quiet. XGBoost sees the pattern. Act before they leave.
XGBoost churn model · 5-signal composite label · Optuna tuning · K-Means k=5 RFM segments · Click any row for Customer 360.
K-Means RFM Segments
| Customer | Risk | 360 |
|---|---|---|
Apex Technologies Technology Hibernating | 87% | → |
Meridian Finance Financial Services At-Risk | 79% | → |
Solaris Healthcare Healthcare Hibernating | 71% | → |
Nova Retail Group Retail At-Risk | 64% | → |
Quantum Logistics Logistics At-Risk | 58% | → |
Titan Manufacturing Manufacturing At-Risk | 51% | → |
Iris Consulting Professional Services Loyal | 44% | → |
Harbor Energy Energy Loyal | 39% | → |
Crestwood Pharma Healthcare Champions | 21% | → |
BlueWave Digital Technology Champions | 15% | → |
Summit Aerospace Aerospace Champions | 12% | → |
Orion Financial Financial Services Champions | 9% | → |