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customer-intelligence

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A deep exploration of loyalty as a multi-dimensional behavioral system shaped by intent, habit, and sensitivity. This article introduces a geometric framework for modeling customer behavior, predicting churn trajectories, and designing ML systems that understand loyalty as a dynamic state, not a metric.

  • Updated Dec 8, 2025

Customer value intelligence and retention analytics platform with CLV prediction, RFM segmentation, monitoring, reporting, and executive dashboards.

  • Updated May 22, 2026
  • Python

AI-powered customer retention intelligence platform with churn prediction, revenue-at-risk analytics, customer risk scoring, predictive retention workflows, and interactive business intelligence dashboards.

  • Updated May 25, 2026
  • Jupyter Notebook

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