Digital welfare dashboards combining sensor data, AI analysis, and behavioural indicators enable real-time monitoring of large animal populations, enabling earlier intervention.
Welfare dashboard technology represents a paradigm shift in animal welfare monitoring. Traditional welfare assessment relies on periodic human inspection, which inevitably misses much individual animal suffering. Continuous sensor-based monitoring provides comprehensive data on animal populations, enabling earlier detection of disease, injury, and behavioural abnormalities. In dairy systems, sensor systems detecting lameness or calving difficulties can trigger alerts for immediate intervention. In aquaculture, cameras monitoring fish behaviour can detect feeding abnormalities indicating disease or stress. As technology costs fall and algorithm accuracy improves, real-time welfare monitoring is becoming viable for a growing range of species and production contexts.