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Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore

Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations, reducing IaC development time from weeks to minutes.

Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore begins with understanding the challenges that large-scale migrations present. These include weeks of discovery per application, time-consuming infrastructure code creation, and reactive firefighting during post-migration operations. When applied to a portfolio of over 300 applications and a fixed fiscal year deadline, these bottlenecks make migration programs difficult to manage.

To tackle these issues, AWS Professional Services deploys a suite of AI agents across the migration lifecycle, from automated discovery to reactive post-migration operations. This suite utilizes the Strands Agents SDK and operates on Amazon Bedrock AgentCore, a platform designed for building, connecting, and optimizing agents at scale using any framework or model.

Written by urgent.news from AWS Machine Learning's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

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