Though we have seen a hype in Industrial IoT including necessary improvements, Industrial Automation Systems are progressing at a slower pace toward modern IT systems paradigms and tools. This article provides an overview of the current state and outlines concrete ways to implement fully flexible, efficient, and automated production systems.