Amazon SageMaker is AWS's unified platform for data scientists and engineers to build, train, and deploy machine learning models at enterprise scale. It allows organizations to run predictive analytics, anomaly detection, and AI-driven insights across massive datasets without managing the underlying infrastructure.

In December 2024, Amazon released the next generation of Amazon SageMaker, a unified platform for data, analytics, and AI, bringing together AWS machine learning and analytics capabilities. The platform brings together data exploration, preparation and integration, big data processing, SQL analytics, and machine learning model development in a single environment. Hundreds of thousands of customers use SageMaker, spanning industries from automotive (Toyota) to life sciences (Roche) to financial services (NatWest Group).