Agentic AI architecture on AWS featuring API Gateway for client access, Lambda for orchestration, SageMaker for model training and inference, S3 data lake for training data, DynamoDB for agent state, Kinesis for real-time event streaming, and Step Functions for multi-step agent workflows. Includes CloudWatch for model monitoring and SNS for alerting on inference anomalies. Fork this diagram on Diagrams.so to customize the AI agent topology and data pipeline for your generative AI workload. Source: https://docs.aws.amazon.com/prescriptive-guidance/