The quality of livestock welfare inspection depends heavily on inspector training, standardisation and resourcing, with significant variation between countries creating inconsistent animal protection outcomes.
The effectiveness of animal welfare legislation depends entirely on the quality of its enforcement, and enforcement quality depends on inspector training, resources and standardisation. Evidence consistently shows that official inspection misses welfare problems that are visible on covert footage, partly due to compliance theatre during announced inspections and partly due to inconsistent inspector training and motivation. Strengthening inspector professional development, increasing unannounced inspection frequency, and adopting validated digital assessment tools that reduce subjectivity are the most evidence-based routes to improving inspection effectiveness and therefore real-world welfare outcomes for the billions of animals in commercial agricultural systems.