How artificial intelligence technologies are creating new opportunities to monitor, understand, and improve animal welfare.
Artificial intelligence is creating genuinely transformative opportunities for animal welfare science and practice. Computer vision systems that can analyze behavior across entire poultry flocks simultaneously provide welfare monitoring at scales and frequencies impossible for human observers. Acoustic monitoring that identifies individual animals and detects distress vocalizations in real time enables intervention before welfare problems become severe. Predictive models that identify environmental conditions associated with welfare compromise allow proactive management changes. These tools will not replace expert welfare assessment but dramatically extend its reach and frequency. The welfare potential of AI monitoring technologies is substantial and warrants both investment and careful development to ensure it is used to genuinely improve animal lives rather than merely optimize production metrics.