How artificial intelligence and machine learning are transforming animal welfare monitoring, diagnosis, and management across species.
Artificial intelligence represents a transformative technology for animal welfare. Automated monitoring systems that work continuously without observer fatigue can detect welfare problems earlier and more consistently than human observation alone. The challenge now is validation against welfare outcomes, ensuring affordability for smaller producers, and integrating AI outputs into actionable welfare management.