Traditionally, manufactuing has been heavily dependent on human experience and judgement but considering the increasing amount of data collected from multiple product lines, it's impossible for humans to analyze while react on a timely basis. Companies are therefore looking for solutions to increase produciton 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.