Consistent welfare data collection standards are essential for comparing welfare outcomes across systems, farms, and countries.
Without consistent data standards, welfare improvement is impossible to measure reliably. Harmonised animal-based welfare indicators collected systematically enable evidence-based policy, certification, and farm improvement. Investment in welfare data infrastructure underpins all other welfare progress.