Raptor Maps is a software and machine learning company that improves operations and maintenance for utility scale and large commercial and industrial solar systems (50 kW to 1+ GW). The Company ingests image and thermography (IR) data from third party drone operators that fly a compatible drone equipped with appropriate sensors and identifies 99% of performance issues down to the cell-and diode-level using automated machine learning and AI. Raptor Maps is live in 21 countries on nearly 2% of all solar farms in the world.