# SQL Server to Aurora PostgreSQL conversion with AI agents for AWS DMS

DevFeed: [SQL Server to Aurora PostgreSQL conversion with AI agents for AWS DMS](<https://devfeed.tech/articles/sql-server-to-aurora-postgresql-conversion-with-ai-agents-for-aws-dms-4711.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/database/sql-server-to-aurora-postgresql-conversion-with-ai-agents-for-aws-dms/>)

Author: Mayur Aggarwal

Published: 2026-09-01T15:19:13Z

Content type: tutorial

Language: en

Sources: [AWS Database Blog](<https://devfeed.tech/sources/aws-database-blog.md>)

Topics: [AWS Database Migration Service](<https://devfeed.tech/topics/aws-database-migration-service.md>), [sql-server](<https://devfeed.tech/topics/sql-server.md>), [Database Migration](<https://devfeed.tech/topics/database-migration.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Databases](<https://devfeed.tech/topics/databases.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [amazon-aurora](<https://devfeed.tech/tags/amazon-aurora.md>), [aws-database-migration-service](<https://devfeed.tech/tags/aws-database-migration-service.md>), [database-migration](<https://devfeed.tech/tags/database-migration.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>)

## AI overview

Tutorial on using AI agents with AWS DMS Schema Conversion to convert SQL Server schemas to Aurora PostgreSQL through natural-language workflows.

## Source excerpt

Learn how to use AI agents with AWS DMS Schema Conversion to orchestrate SQL Server to Amazon Aurora PostgreSQL schema conversion through natural language. See how the conversion engine processes T-SQL, how the agent drives the workflow, and how to interpret and resolve CRITICAL action items using decision frameworks for common incompatibilities.