Real-time streaming analytics pipeline with Kinesis Data Streams for ingestion, Kinesis Data Firehose for delivery, Lambda for stream processing, Glue for ETL and cataloging, Athena for ad-hoc queries, Redshift for warehousing, and QuickSight for real-time dashboards. Includes S3 data lake zones and SageMaker for ML model inference on streaming data. Fork this diagram on Diagrams.so to customize the streaming sources or add additional analytics consumers for your data pipeline. Source: https://aws.amazon.com/architecture/