As Robot Numbers Surge, What Do Enterprises Really Need? The Answer from Seer's Nebula Platform and Robot Brain

Seer's Nebula platform now supports more than 2,000 robot SKUs, and over 50,000 robots driven by its robot brain are running in real-world scenarios. At CeMAT ASIA 2026, Seer will demonstrate live dexterous grasping by a humanoid robot, collaborative navigation of AI delivery robots in extremely narrow aisles, and omnidirectional pick-and-place by intelligent forklifts. Through a data flywheel of "deployment—data feedback—closed-loop training—model iteration—expanded deployment," Seer uses real-world scenario data to train and optimize its robot brain.