Telios applies deep learning to SCADA and smart meter data, enabling utilities to predict faults before they cascade. Built by researchers from UNSW Sydney's School of Photovoltaic & Renewable Energy Engineering, the platform integrates with existing grid infrastructure without replacing legacy systems. Currently working with three distributors across Queensland and New South Wales.