Disease monitoring
Farm Worker · Livestock Worker
“Disease monitoring” (Farm Worker) is being replaced by AI: it entered in 2020 and is projected to be largely replaced by 2029.
AI enters
2020
Largely replaced
2029
Replacement progress
67%
Technology / key factor
AI audio / video monitoring
What this task is
Stock workers walk the pens daily, watching animals' alertness, eating, coughing and gait to spot sick individuals early and keep disease from spreading through the herd or flock.
How AI replaces it
From 2020, farms began using AI on camera and audio feeds to detect coughing, lameness and abnormal feeding, combined with temperature sensors for alerts. By about 2029, routine disease monitoring should be largely system-run.
What stays human
Workers and vets confirm the alerts the system raises, diagnose the causes and decide on isolation or treatment, shifting their daily work from routine patrols to interpreting warnings.