Context: Databel is a fictitious Telecom provider faced with alarming revenue dips and commissioned an in-depth analysis to uncover the root causes of customer churn, whose insights would inform strategies to reverse the trend. We are losing customers to competitors' devices (37%) and packages (37%). Immediate devices subsidies and customizable plans can cut churn by 20% in 6 months, while network upgrades secure long-term retention Immediate device subsidies and customizable plans can cut churn by 20% in 6 months, while network upgrades secure long-term retention.