The ZenRobotics Fast Picker is a high speed robotic sorting solution designed for material recovery facilities handling light waste fractions. It replaces manual picking stations, improving throughput, safety, and consistency. Using advanced sensors and AI, the robot identifies multiple material types simultaneously and performs up to 80 picks per minute within a compact working area. Its modular design allows straightforward retrofitting into existing single or multi lane conveyor systems without major layout changes. The system delivers material purity levels up to 99%, increasing recovery value. By automating repetitive and hazardous tasks, Fast Picker enhances hygiene, reduces labor dependency, and improves overall operational profitability.