ML Observability for Payments

Netflix is evolving its ML observability capabilities by developing comprehensive solutions for monitoring, understanding, and gaining insights into the performance and behavior of machine learning models in production, with a specific focus on payment processing. This includes implementing robust logging, monitoring, and explainability (using SHAP) to ensure reliable and transparent operation of ML-driven payment systems, reducing friction for members and enabling faster troubleshooting and continuous improvement.