Recognition & Identity Systems

Recognition alone does not create identity. Physical AI systems require structured resolution pipelines capable of detecting, decoding, and validating identity across distance, motion, and environmental variability. This category explores the technical systems that enable reliable identity resolution in real-world conditions.