The AI Customer Churn Prediction Software is a complete machine learning application that identifies customers at risk of leaving your business. Built on RandomForest and XGBoost algorithms, the system analyzes 18 customer attributes—including demographics, service usage, billing patterns, and satisfaction metrics—to deliver churn predictions with approximately 85% accuracy. You receive both individual risk assessments and batch processing capabilities for analyzing hundreds of customers at once.
The application includes three core components: a Flask-based REST API for programmatic access, a complete model training pipeline with synthetic data generation, and a professional web dashboard for interactive predictions. Single customer predictions return churn probability, risk classification (Low, Medium, High), and actionable retention recommendations. Batch prediction accepts CSV uploads of up to 1,000 customer records and returns exportable results. The API provides endpoints for predictions, model information, feature importance analysis, and health monitoring.
You can deploy this system on your own infrastructure and customize it for your specific business context. The commercial license permits you to build and operate new SaaS products or paid services using this application as a foundation. Modify the source code, adjust risk thresholds, retrain models with your own data, and integrate with existing customer management systems. The included synthetic data generator creates realistic training datasets to improve model coverage while protecting actual customer information.
Technical requirements include Python 3.8 or higher, standard Python ML libraries (scikit-learn, XGBoost, Pandas, NumPy), and Flask for the API server. The frontend runs in any modern web browser with no additional dependencies. Basic technical knowledge and development skills are necessary for deployment, customization, and integration. Documentation includes setup guides, API reference, troubleshooting tips, and code examples.
IMPORTANT NOTE: This application has been fully developed with all features implemented. However, it has not been tested in a live production environment. Buyer should expect to perform integration testing and may encounter minor bugs that require fixing. Basic technical knowledge and development skills are required.
NO REFUNDS: Due to the digital nature of this product, all sales are final.
LICENSE TERMS: Seller retains full ownership and control. Purchase grants a non-exclusive, non-transferable, perpetual license—AS IS, no support/updates, no refunds, no other obligations. Buyer may build and operate a materially new, closed-source product (including SaaS/paid service) for their own business/customers. Buyer may not open-source or disclose the application, nor resell, redistribute, rebrand, sublicense, or use the application (or any derivative) to create a competing or substantially similar product. License terms may be updated or changed at any time; continued use constitutes acceptance.