Amazon RDS for Oracle now integrates with Amazon Redshift via zero-ETL, eliminating the need for complex data pipelines. This allows near real-time analytics and machine learning on vast transactional data. Multiple zero-ETL integrations are possible from a single RDS Oracle database. Data filtering enables customized replication, specifying included or excluded databases and tables. AWS CloudFormation streamlines resource configuration and deployment for this integration. Zero-ETL simplifies data analysis by removing the need for manual pipeline creation. Data replication to Redshift happens within seconds of being written to RDS. Redshift's capabilities, including ML, Spark, and materialized views, enhance data analysis. This integration facilitates holistic insights across diverse applications. The solution offers near real-time data analysis for improved decision-making.