Amazon Aurora PostgreSQL now supports direct querying of Apache Iceberg and Parquet data in data lakes without ETL pipelines, using embedded DuckDB technology. This capability enables applications to combine operational data with data lake records through familiar PostgreSQL syntax and tools, reducing infrastructure complexity and supporting use cases like real-time dashboards and AI agents.