SaaS Customer Churn Predictive Model with Machine Learning Integration

Create an advanced Excel workbook that predicts customer churn probability for a SaaS platform using multivariate regression and machine learning techniques. Develop a dashboard that combines historical customer data (subscription length, usage metrics, support tickets, billing history) with predictive algorithms. Implement custom VBA macros to automatically update probability scores, color-code risk levels, and generate actionable intervention recommendations. Include confidence intervals and statistical significance calculations for each prediction.