Automation has long ceased to be something exceptional. Systems for automated accounting, customer support, billing, and infrastructure management are perceived as a mandatory stage of business development. It promises cost reduction, speed, and scalability. However, automation is not a universal solution. In certain situations, it not only fails to help but also creates new problems that are more difficult and expensive to solve than the original manual processes.
