Digital technology is transforming welfare auditing through remote monitoring, automated assessment, and data management, but implementation challenges remain.
Technology offers the possibility of continuous, objective welfare monitoring that supplements or replaces periodic audits. Automated systems can detect welfare problems in real time rather than retrospectively during infrequent inspections. However, technology must be validated against established welfare measures, and data governance frameworks are needed to ensure welfare monitoring data serves animal welfare rather than merely commercial interests.