How sensor technology, AI, and data analytics are transforming welfare monitoring in commercial livestock production.
Precision livestock farming represents a technological opportunity to dramatically improve farm animal welfare through early detection and continuous monitoring. Traditional welfare assessment is periodic and relies on stockperson observation - precision tools provide continuous, automated, objective data on individual animal welfare indicators. Early detection of lameness, mastitis, and behavioral changes enables welfare intervention before conditions become severe. The challenge is making these systems accessible and economically viable for smaller farms and ensuring that data is used for welfare improvement rather than just productivity optimization.