Helios AI uses machine learning to automate visual inspections of solar and wind installations across Australia. Founded by researchers from UNSW's School of Photovoltaic and Renewable Energy Engineering, the platform reduces inspection costs by 60% while improving detection accuracy. Their platform is currently deployed across 47 sites in NSW and Queensland.