Precision livestock farming technologies including wearable sensors and AI monitoring systems offer new tools for early detection of welfare problems in large commercial herds.
Precision technologies cannot improve welfare on their own — they require management systems that respond to alerts and cultures of care that value animals as individuals rather than units. When implemented well, precision monitoring can meaningfully reduce the duration of suffering from common welfare problems by enabling early intervention. Their adoption is growing but uneven across farm types and regions.