aws-samples/sample-aws-health-agentic-assistant

Leverages AWS Strands Agents framework with Claude Sonnet 4 to convert natural language queries into dynamic DynamoDB analysis, eliminating static dashboard constraints. Built on a multi-account data pipeline that centralizes AWS Health events across organizations via S3 and Lambda, with intelligent cost optimization through pattern-based classification before applying AI to unstructured data. Includes React/Node.js frontend with WebSocket streaming, pre-built dashboards for common scenarios (security, compliance, cost impact), and context-aware agents that incorporate customer metadata like environment and ownership for impact analysis.