A lot of Industrie 4.0 research or analysis provide big takeaways for operations personnel, management, quality departments and maintenance technicians. Many takeaways from recent research or case studies reveal the influx of how predictive analytics— data visibility— and processes are dramatically changing workforce roles, like in the case of this oil and gas example with […]