Emerging technologies including automated monitoring, precision feeding and AI analysis are being assessed for their welfare impacts on cattle.
Emerging technologies offer genuine welfare benefits through earlier disease detection and individual management, but only when monitoring data is acted upon. Technology that generates data without management response does not improve welfare despite appearing advanced.