Traditionally, manufacturing has been heavily dependent on human experience and judgement. However with the increasing amount of data collected from multiple product lines, it's impossible for humans to analyze and react on a timely basis. Companies are therefore looking for solutions to increase production efficiency at a reasonable cost. Advantech is now introducing Edge AI solutions that allow machines to govern themselves to reduce downtime, optimize asset utilization, and predict failures, all in a software and hardware integrated platform.