Modernize your data infrastructure with cloud-native pipelines and secure, scalable data lakes.Build lakes that scale, fast, compliant, and query-ready  using Amazon S3,

• Lake Formation, and Glue
• Stream real-time data with Kinesis and EMR
  
• Unite data with Redshift for 360° visibility

Turn data into decisions with robust machine learning pipelines powered by Amazon SageMaker.

• Prepare, train, and deploy models at scale using SageMaker Studio, JumpStart, and Pipelines.
• Move from data to prediction—automate insights with scalable ML workflows.
  
• Automate and govern ML models from training to monitoring, using integrated MLOps tools like Model Registry and Model Monitor.
• Drive business value through forecasting, personalization, and predictive analytics

Create enterprise-ready GenAI solutions with security, scale, and customization on Amazon Bedrock.

• Access leading LLMs like Anthropic Claude, Llama, and Titan via a single API.
  
• Implement RAG workflows with your own data
  
• Fine-tune models with proprietary data while maintaining privacy and governance

Automate decisions with intelligent agents that take action, not just provide answers.

• Build AI agents that automate complex workflows
  
• Seamlessly integrate APIs, tools and business logic to enable AI-driven decisions and execution
  
• Govern and trace every decision for transparency