--- title: AWS Database Migration Service Implements Generative AI... description: AWS Database Migration Service (DMS) now includes a generative AI feature to automate schema conversion, particularly for migrating to PostgreSQL databases.... canonical: https://daily.dev/posts/aws-database-migration-service-implements-generative-ai-for-schema-conversion-uzjvmrdyp twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: AWS Database Migration Service Implements Generative AI for Schema Conversion | daily.dev og:description: AWS Database Migration Service (DMS) now includes a generative AI feature to automate schema conversion, particularly for migrating to PostgreSQL databases.... og:url: https://daily.dev/posts/aws-database-migration-service-implements-generative-ai-for-schema-conversion-uzjvmrdyp og:image: https://api.daily.dev/og/posts/uzJvmrDYP.png og:image:alt: AWS Database Migration Service Implements Generative AI for Schema Conversion og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AWS Database Migration Service Implements Generative AI for Schema Conversion **[Collections](https://daily.dev/sources/collections)** · 1 min read · 1 upvotes · 0 comments ## Summary AWS Database Migration Service (DMS) now includes a generative AI feature to automate schema conversion, particularly for migrating to PostgreSQL databases. This new capability can automate up to 90% of schema conversion tasks, reducing costs and speeding up migrations. Available currently in select AWS regions, this tool combines traditional rule-based methods with generative AI, enhancing both flexibility and efficiency. AWS has also introduced MemoryDB Multi-Region and new observability features for Amazon Aurora MySQL and PostgreSQL. ## Content AWS has introduced a powerful new feature in its Database Migration Service (DMS) that leverages generative AI to automate schema conversion tasks. This innovation aims to simplify and expedite the process of migrating commercial databases to PostgreSQL, including Amazon Aurora PostgreSQL-Compatible Edition and Amazon RDS for PostgreSQL. By utilizing large language models, the new capability can handle up to 90% of schema conversion tasks, particularly those involving complex code objects such as stored procedures, functions, and triggers. This significantly reduces migration costs and accelerates project timelines. DMS Schema Conversion blends traditional rule-based and generative AI methods according to the complexity of the migration, providing users with both flexibility and improved efficiency. Currently, this feature is available in select AWS regions, specifically US East (N. Virginia), US West (Oregon), and Europe (Frankfurt). Users can activate the generative AI-powered schema conversion as needed to optimize their migration processes. In addition to this schema conversion enhancement, AWS has also announced the general availability of MemoryDB Multi-Region and introduced new observability features for Amazon Aurora MySQL and PostgreSQL through Amazon CloudWatch Database Insights. ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#cloud](https://daily.dev/tags/cloud), [#aws](https://daily.dev/tags/aws), [#database](https://daily.dev/tags/database), [#genai](https://daily.dev/tags/genai), [#postgresql](https://daily.dev/tags/postgresql) [View this post on daily.dev](https://daily.dev/posts/aws-database-migration-service-implements-generative-ai-for-schema-conversion-uzjvmrdyp) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"AWS Database Migration Service Implements Generative AI for Schema Conversion","url":"https://daily.dev/posts/aws-database-migration-service-implements-generative-ai-for-schema-conversion-uzjvmrdyp","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/aws-database-migration-service-implements-generative-ai-for-schema-conversion-uzjvmrdyp"},"datePublished":"2024-12-03T10:10:29.775Z","dateModified":"2024-12-03T10:10:40.252Z","description":"AWS Database Migration Service (DMS) now includes a generative AI feature to automate schema conversion, particularly for migrating to PostgreSQL databases....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/68d65076d81a0675aff16004cc4ec2e2?_a=AQAEuj9","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/68d65076d81a0675aff16004cc4ec2e2?_a=AQAEuj9","isAccessibleForFree":true,"articleSection":"Collections","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Collections","logo":"https://media.daily.dev/image/upload/s--fk_6ycEi--/f_auto,q_auto/v1780996001/logos/collections?_a=BAMAMiWQ0","url":"https://daily.dev/sources/collections"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/aws-database-migration-service-implements-generative-ai-for-schema-conversion-uzjvmrdyp","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"cloud,aws,database,genai,postgresql","timeRequired":"PT1M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Collections","item":"https://daily.dev/sources/collections"},{"@type":"ListItem","position":3,"name":"AWS Database Migration Service Implements Generative AI for Schema Conversion"}]} ```