Data and AI releases

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Introducing an open-source UI for graph analytics over data lakes with Amazon Neptune Analytics

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Today, AWS is introducing an open-source solution with a local web UI that helps customers turn data lake records into graphs for analysis with Amazon Neptune Analytics. By projecting selected records and relationships, customers can investigate connections across tables and run graph algorithms without building their own ETL pipelines.

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Also shipped Nov 9, 2026AWS in November 2026 →

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Amazon DocumentDB Serverless now provides up to 35% higher throughput

Amazon DocumentDB Serverless now provides up to 35% higher throughput with the launch of platform version 4. Platform versions represent improvements in performance, scaling capabilities, or features, and are automatically managed at the cluster level. All new serverless clusters launch on the latest platform version available in your AWS Region.

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Amazon Aurora MySQL 8.4.10 is now generally available

Starting today, Amazon Aurora MySQL-Compatible Edition 8.4 supports MySQL 8.4.10. We recommend upgrading to the newer minor versions to accept fixes for Common Vulnerabilities and Exposures (CVEs) in prior versions of MySQL and to benefit from bug fixes, performance improvements, and new functionality added by the MySQL community.

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Amazon Aurora serverless now supports up to 384 ACUs

Amazon Aurora serverless for PostgreSQL now supports up to 384 ACUs, a 50% increase in capacity. This allows for larger workloads while maintaining the ability to scale down to zero during idle periods, which is useful for agentic AI applications.

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