Automation in industrial machine systems are not called AI driven even though the systems have very advanced IoT and analytics, e.g. in collaboration robotics. The manufacturer of the system guarantee the safety and security, but also recognizes each worker as an individual. Fully autonomous factory can be unmanned, but what about AI-foreman as a supervisor? AI as a decision maker typically lacks the traceability; what were the root causes in this conclusion, and who is responsible for the consequences? In general, lots of produced data but few rules for the game.