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AI Doesn't Modernize Applications. Engineers Do.

  • July 29, 2026
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Lance E Osborne

New Thought-Leadership from Rocket's SVP of Engineering, Neil Fowler

Neil Fowler challenges the myth that AI can automate application modernization end-to-end. While generative AI can accelerate code analysis, documentation, testing, and knowledge transfer, successful modernization still requires engineers to apply architectural judgment, preserve business logic, manage risk, and validate outcomes.

For technical leaders and practitioners, the article offers a pragmatic framework for using AI where it adds value while avoiding the "magic button" mindset that causes many modernization efforts to fail.

https://www.linkedin.com/pulse/ai-doesnt-modernize-applications-engineers-do-neil-fowler-uwhce