AI Command Centre

Utilisation at 92% for 5 consecutive days. Historical pattern suggests 15% downtime risk when sustained above 90%.

Defect rate increased from 2.1% to 3.8% over the last 7 days on Sewing Line 1. Pattern correlates with recent heavy denim batch.

Denim Fabric unit cost has risen 12.4% vs standard cost in the last 2 procurement cycles. Similar trend observed in Cotton Thread (+8.7%).

Vibration signature on motor #OV-M3 shows harmonic at 47Hz, typically preceding bearing wear. Current amplitude within tolerance.

Primary supplier (VND-YKK-01) delivery lead time has increased from 15 to 22 days. Current stock covers 6 days of production.

Throughput increased 12% following operator training programme. Cycle time reduced from 45s to 39.6s per unit.