CPTI turns any surface into energy, powering applications like physical AI by doubling runtime and, in many cases, removing battery swaps altogether. Our ultra-thin, perovskite-based photovoltaic nanofilms capture light from any source – indoor, outdoor, or diffuse – and deliver up to 250 W/m² with less than 300 g/m² of added mass.