Artificial intelligence is quickly becoming part of the industrial automation conversation. Manufacturers, utilities, and infrastructure operators are asking how AI can help improve uptime, reduce energy consumption, predict failures, optimize production, and support faster decision-making. Yet one issue often gets overlooked: most industrial operations are not ready for AI.

Artificial intelligence is quickly becoming part of the industrial automation conversation. Manufacturers, utilities, and infrastructure operators are asking how AI can help improve uptime, reduce energy consumption, predict failures, optimize production, and support faster decision-making. Yet one issue often gets overlooked: most industrial operations are not ready for AI.

Industrial enterprises are operating in a world defined by speed, data, and ongoing transformation — and system integrators sit at the center of making that change possible. Automation, once a behindthescenes utility, is now a strategic enabler of

By Omer Qadri In the realm of industrial automation, SCADA (supervisory control and data acquisition) and HMI (human-machine interface) systems play a pivotal role in overseeing and managing complex industrial processes. While legacy SCADA and HMI