Customers can now use Amazon Aurora Zero-ETL integration with Amazon Redshift and dbt Cloud to enable near real-time analytics.Amazon Aurora and Amazon Redshift address different analytics requirements, allowing for a separation of concerns. Data in Amazon Redshift is transactionally consistent and updates are automatically and continuously propagated. dbt helps manage data transformation by enabling teams to deploy analytics code following software engineering best practicesdbt Cloud is a hosted service that helps data teams productionize dbt deployments.Aurora MySQL creates a source database and RedShift creates a target database.Use CloudFormation to provision an Aurora MySQL cluster and Redshift Serverless data warehouse.Populate source data in Amazon Aurora MySQL by creating a sample database on your local system.Create dbt models in dbt Cloud and deploy on Amazon Redshift.Use dbt to verify and test models, and to produce and deploy documentation and production jobs.