Zuru Automation builds perception AI and synthetic training data infrastructure for maintenance and operations in defense, energy, and space, within physical AI infrastructure. Its synthetic data pipeline, object library architecture, and multi-sensor validation framework now underlie its defense and energy infrastructure offerings.

Zuru’s perception models train exclusively on synthetic data generated from 3D digital twins. Its perception infrastructure supports forward maintenance, depot sustainment, and attritable systems and is deployable in air-gapped and classified environments without real-world data collection. Zuru enables maintenance and inspection AI for substations, pipelines, and generation assets using synthetic sensor data, and delivers perception AI for on-orbit maintenance, anomaly detection, and vehicle inspection.