PolyPerception is changing how waste is understood. By turning every object on a sorting line into data, its AI-powered cameras are helping facilities move from guesswork to precision. Let’s see how this continuous analysis system works in practice on a real case study at Lithuanian RATC: how is this data collected, what does it look like, and does it differ from conventional data collection methods?