MakinaRocks field-tests anomaly detection across 12 HD KSOE welding robots
MakinaRocks and HD Korea Shipbuilding & Offshore Engineering completed development and field testing of a physical-AI anomaly-detection system across 12 shipyard welding robots.

Evidence notes
- The system analyses robot operating data to identify abnormal behaviour during automated welding.
- Field testing covered 12 robots in a live shipyard production environment.
- The project connects MakinaRocks software to existing industrial robots rather than introducing a new welding-robot model.