Smart Recommendations

Analysis of 90-day production data shows peak output occurs between 06:00-14:00. Shifting high-volume orders to morning slots could increase throughput by 8%.

Injection moulding defect patterns show assignable cause variation that SPC charts would detect 4 hours earlier than current visual inspection.

Current 12 separate POs per month for plastics could be consolidated to 4 bulk orders. Volume discount analysis shows 7-11% savings potential.

Monthly PP scrap of 340kg can be regrind and blended at 15% ratio into non-critical components. Lab tests confirm mechanical properties within spec.

Near-miss incident data (12 events in 60 days) correlates with blind spots at conveyor merge point. Sensor-based auto-stop would eliminate risk.

Vibration analysis model trained on 180 days of data can predict motor failures 2-3 weeks in advance with 85% accuracy.

Tensile testing on poly bags shows current 80-micron thickness provides 40% excess strength. Reducing to 60-micron maintains product protection.

Manual colour inspection has 12% false-positive rate. Camera-based colorimetry system could reduce inspection time by 70% and improve accuracy to 99.2%.