Remote monitoring systems have transformed equipment maintenance in unimaginable ways — minimising errors and bringing efficiency, ultimately increasing availability. The emergence of AI and machine learning on the scene has fundamentally shifted how remote monitoring systems function by adding a layer of intelligent decision-making to data collection.