Best suited to
Teams that already score churn risk and need independent analytical stewardship
We begin by aligning the prediction target, available evidence and operational decision. The work is then shaped to the quality and depth of your data—not forced into a fixed technical package.
What your team receives
- Drift and performance review
- Threshold and segment refinement
- Intervention outcome analysis
- Quarterly model refresh assessment
- Clear monthly decision brief
Responsible and explainable by default
We favour the simplest model that produces reliable, useful separation. Data access is limited to the agreed purpose, outputs are documented and business users are shown both the model's strengths and its limits. No model can guarantee that a customer will churn or that an intervention will retain them.
Begin with a fit check
Tell us about your app, customer lifecycle, existing event and account data, and the retention decisions you want to improve. We will identify feasibility, likely gaps and an appropriate next step.
Arrange a fit check →