From data lake to AI-ready analytics: Introducing new data source with S3 Tables in Amazon Quick

This article introduces Amazon S3 Tables as a new data source for Amazon Quick, enabling direct querying of Apache Iceberg tables for near real-time analytics without intermediate data layers.

• Amazon Quick now supports direct querying of Apache Iceberg tables in S3 without data warehouses
• Streamlines architecture by eliminating separate OLAP layers and reducing data movement
• Enables near real-time insights with minimal pipeline dependencies and latency
• Supports scalable performance for large datasets without replication or size constraints
• Includes step-by-step implementation guide for creating data sources and datasets
• Demonstrates natural language chat interactions for querying streaming transaction data
• Supports both Direct Query and SPICE modes for different analytics requirements

This integration simplifies modern data architectures by allowing organizations to treat data lakes as a single source of truth while enabling AI-powered analytics through natural language interactions.