<ul data-eligibleForWebStory="true">Integrating AI without assessing its true benefits can lead to unreliability and inefficiency.Adding AI to legacy systems poses challenges such as outdated infrastructure and security vulnerabilities.Consider organizational knowledge, legal implications, and technical debt before integrating AI with legacy code.AI can be more beneficial as a tool for knowledge management rather than just code rewriting.