IoT edge devices are continuing to emerge in smart manufacturing with the help of artificial intelligence and machine learning (AI/ML). As these spaces continue to make use of edge intelligence, IIoT is becoming more beneficial to the management and visibility of automated manufacturing facilities that improve reliability and efficiency.

Of course, implementing AI and machine learning in industrial environments where space, cost, and safe operation are paramount is not as straightforward as flipping a switch.