Amazon SageMaker Lakehouse

A framework for building and deploying agentic AI solutions. Cox Automotive built 17 agentic AI solutions in months using this capability.

Integrated development environment for building and scaling generative AI applications with foundation models.

A family of AI models optimized for cost-efficient inference, enabling enterprises to reduce AI inference costs while maintaining performance.

Generative AI assistant that helps discover data, build and train ML models, generate SQL queries, and create data pipeline jobs through natural language.

Generative AI assistant integrated into SageMaker for discovering data, building ML models, generating SQL queries, and creating data pipelines through natural language.

An AI assistant that connects to company data and integrates across work tools, enabling unified access to enterprise information without context switching.

Cloud data warehouse providing SQL analytics and SQL query capabilities optimized for price-performance on large-scale analytics workloads.

Build, train, and deploy ML models including foundation models with fully managed infrastructure, tools, and workflows for any use case.

Securely discover, govern, and collaborate on data and AI assets with fine-grained access controls built on Amazon DataZone.

Tools for analyzing, preparing, and integrating data for analytics and AI using open source frameworks on Athena, EMR, and Glue.

High-performance distributed training infrastructure for ML and foundation models with optimized resource allocation.

Pre-built models, algorithms, and templates to accelerate ML model development and deployment.

Unifies data access across S3 data lakes, Redshift data warehouses, and third-party federated data sources using Apache Iceberg-compatible tools with fine-grained permissions.

Tools and workflows for model governance, monitoring, and operationalization across the entire ML lifecycle.

Integrated development environment for analytics and AI with unified access to data, serverless notebooks, built-in AI agent, SQL editor, and model development tools.