Many organizations adopt DevOps for conventional applications using automation tools like Infrastructure-as-Code and Configuration-as-Code. Integrating legacy systems with automation involves innovative practices like cloud migration, containerization, machine learning, and changing organizational mindset. This helps improve legacy software's flexibility and quality, reducing costs, albeit with unique challenges compared to modern software automation.