Amazon SageMaker's lakehouse architecture now automates the optimization of Apache Iceberg tables on Amazon S3, simplifying maintenance through catalog-level configuration. This enhancement allows data lake administrators to enable automated table optimizations, such as compaction and orphan file deletion, across all Iceberg tables with a single setting, improving performance and cost efficiency.