Churn Prediction Accelerator

The Churn Prediction Accelerator is an enterprise solution designed to accelerate business results through intelligent churn prediction on AWS cloud. Powered by Amazon SageMaker as the core ML platform, this solution combines advanced diagnostics, strategic planning, and value-driven delivery, following AWS best practices with clear metrics and comprehensive knowledge transfer.

• Advanced Predictive Analytics: ML modeling in Amazon SageMaker optimized for early churn detection
• End-to-End MLOps Pipeline: Complete automation from data ingestion to model deployment
• Custom Implementation: Solution tailored to your business context and customer base
• AWS Best Practices: Architecture following Well-Architected Framework
• Team Enablement: Complete knowledge transfer and hands-on training

• SageMaker Studio: Integrated development environment for ML workflows
• Feature Store: Centralized repository for feature management and reuse
• Model Registry: Version control and governance for ML models
• SageMaker Pipelines: Automated ML workflows and CI/CD
• Model Endpoints: Real-time and batch inference with auto-scaling
• Model Monitor: Continuous monitoring for data drift and model performance

• Reduce model implementation time by up to 70%
• Increase customer retention through data-driven preventive actions
• Auto-scaling to process millions of predictions
• Cost optimization with managed infrastructure
• Built-in compliance and security features

• Production-ready ML model on SageMaker with >85% accuracy
• Automated retraining and deployment pipeline
• Real-time monitoring dashboards and alerts
• Complete technical documentation and runbooks
• Hands-on SageMaker training for technical team
• Retention action playbook based on predictive segmentation

With over 15 years of experience in AI, Data, and Cloud Computing projects, Flexa is a recognized leader in digital transformation:

• Deep AWS Expertise: Team with AWS ML Specialty and Solutions Architect certifications
• Proven Track Record: 500+ successful AI and Analytics projects across multiple industries
• ML/AI Leadership: Extensive experience implementing enterprise-scale Machine Learning solutions
• Proprietary Methodology: Accelerator framework tested in dozens of churn prediction implementations
• Data Excellence Center: Multidisciplinary team of Data Scientists, ML Engineers, and Cloud Architects
• AWS Strategic Partnership: Advanced Partner with Machine Learning and Data & Analytics competencies
• Continuous Support: Post-implementation support with guaranteed SLAs and model evolution

Flexa has implemented Churn Prediction solutions for major enterprises, achieving:

• 35% reduction in churn rate for telecommunications companies
• 400% ROI within 12 months in financial services
• Processing 10M+ daily predictions with <100ms latency

Contact us for a free assessment of your current scenario and discover how we can accelerate your churn prevention journey with Flexa's expertise and the power of Amazon SageMaker.