Cloud migration is not just about moving servers from one environment to another. The real challenge is understanding application dependencies, choosing the right migration strategy, grouping workloads, and planning migration waves without disrupting business operations.

This is where AI-assisted migration planning can help.

In this article, we’ll explore how AWS Transform can support migration planning, how to validate infrastructure inventory with Python, and how to use an AI agent to create a structured migration roadmap while keeping engineers in control of critical decisions.

Why Does Cloud Migration Planning Need Improvement?

Many teams still plan migrations using spreadsheets, manual dependency analysis, and disconnected documentation.

This can lead to several problems:

Application dependencies are missed.

Databases and applications are scheduled in different migration waves.

Teams underestimate testing and rollback requirements.

Migration priorities are based on assumptions instead of…