Precision livestock farming technologies including accelerometers, rumination sensors, and computer vision offer new tools for continuous cattle welfare monitoring at scale.
Automated monitoring has the potential to improve welfare by detecting welfare deviations earlier than routine observation allows. A lame cow detected automatically receives treatment days earlier than one identified through weekly assessment. However, technology supplements rather than replaces skilled stockperson observation — alert fatigue and false positives can reduce effectiveness. The welfare benefit of automated monitoring is realised only when alerts trigger prompt, effective interventions.