Customer Churn Prediction Model

The Customer Churn Prediction Solution is designed to accurately identify customers who are most likely to cancel a service or product subscription, enabling proactive retention strategies. By analyzing customer behavior and the correlation between various features and churn, our model provides valuable insights into why customers churn. With the ability to predict churn within 30, 60, or 90 days based on the customer lifecycle, our solution empowers businesses to take timely actions and minimize attrition rates.

The churn model can :

• Predict a customer's tendency to disengage.
• Assist digital media ventures in gaining insights into users who have a high proclivity to churn away.
• Help plan around the different marketing strategies that can be used to minimize the churn rate.

By leveraging the Customer Churn Prediction Solution developed using the AWS Capabilities like Amazon Aurora,S3, Sagemaker,SNS, you can proactively identify customers who are at risk of leaving and put retention strategies in place that are specific to them.