Emerging technologies including AI, computer vision, and sensor networks will transform farm animal welfare monitoring over the next decade.
Welfare monitoring technology represents the most significant near-term opportunity to improve farm animal welfare at scale. Technology that makes previously invisible welfare problems visible creates the accountability and early intervention opportunity that transforms average welfare management toward best practice. The welfare potential of technology is realized only when it is combined with responsive management and appropriate welfare thresholds.