Cattle Welfare — Digital Twin

Back arch asymmetry elevated (+38% vs baseline). NRS progressed 2→3 over 5 days.

Schedule locomotion assessment. Consider hoof trimming.

Lying time -15%, restlessness +40% vs 14-day baseline. Early mastitis pattern detected.

Urgent: veterinary examination for clinical mastitis signs.

HLI forecast 89 for Zone: Holding Area in 6 hours. Threshold: 86.

Activate sprinklers in holding area. Delay afternoon milking shift by 1 hour.

BCS declined 3.2→2.7 over 30 days. Below optimal range.

Review feed intake. Check for subclinical health issues.