Since 1983, automation in manufacturing has significantly increased, leading to a reduction in headcount but an increase in the need for servicing and maintenance of automated systems. Implementing automation means adding new responsibilities for maintaining the technology. While automation has streamlined processes, it also requires skilled individuals to manage and service the automated systems. This shift in the workforce highlights the importance of adapting to new technologies and the need for specialized training in automation maintenance. #vizard