A fully autonomous, cordless 2-stage robotic snow blower designed for 24/7 operation. Features auto-mapping with AI vision and RTK GPS navigation, a modular design, 6–40 ft snow throwing distance, and a 12″ cleaning height—delivering hands-free, precise snow removal for modern homes.