been validated through its application in automotive processes, and Roai is continuously refining its algorithms based on these results. Roai's solution streamlines the entire manufacturing automation process, encompassing everything from production planning to the development of robot programs essential for factory operations. This is achieved by modularizing the process and linking each phase through a pipeline. Unlike existing companies that focus solely on automation or labor replacement in specific manufacturing sectors, Roai's approach covers the complete spectrum of manufacturing automation.