Heavy industrial handling in harsh environments
GRAIL enhances safety and circularity in heavy industry by combining multi-modal data and fast robotic control to identify and remove hazardous scrap in real time. This ensures reliable, uninterrupted automation even in harsh, high-speed steel production environments.
Sector:
Steel manufacturing


Challenge
Steel production involves handling large volumes of scrap material in harsh environments. Detecting hazardous or unsuitable pieces in real time is difficult because materials move quickly, vary in shape and composition, and may be affected by dust, occlusion or poor visibility.
GRAIL approach
GRAIL will help identify, classify and remove flagged scrap items without interrupting production. The system will combine different types of data, simulation and fast robotic decision-making to support safe handling in demanding industrial conditions.
Expected impact
Safer and more reliable automation for heavy industry, reducing operational risks and supporting more circular steel production.

