Steel

Transfer routes cross and double back, materials vary widely in type and size, and turning, restacking and transfer are inefficient and labour-intensive.

Heavy lifting and high-temperature work are common, so on-site risk is high and supervision and emergency response are difficult.

With many machines under heavy duty, downtime and spare-parts costs are high and predictive maintenance is missing.

Line data and management systems are disconnected, so information cannot flow through, hurting coordination and decision-making.