In the Middle East, critical infrastructure faces unique stress from rapid expansion and demanding climate conditions. Traditional predictive maintenance systems only forecast when equipment might fail, often leading to slow reactions and costly shutdowns. Cognitive Maintenance goes a significant step further: it tells operators what’s wrong, why it’s happening, and how to fix it.