Amazon Redshift Serverless AI-driven scaling is now the default for new workgroups

Amazon Redshift ยท 2026-04-27

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Technical Details

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Cost Impact Decrease

What This Means

For DevOps Teams

Update your Amazon Redshift Serverless workgroups to leverage the new default AI-driven scaling, which automatically adjusts resources based on query complexity and data volume, reducing toil and improving performance.

For Platform Teams

Adopt the AI-driven scaling feature in Amazon Redshift Serverless to enhance resource management, reduce operational overhead, and improve the overall performance and cost-efficiency of your data workloads.

For Executives

Evaluate the new default AI-driven scaling in Amazon Redshift Serverless to optimize price-performance and reduce manual tuning efforts, potentially leading to significant cost savings and improved operational efficiency.

Source

View original AWS announcement โ†’

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