Fish welfare auditing in aquaculture is an emerging field. Outcome-based welfare indicators that assess the fish themselves rather than just husbandry inputs are increasingly recognised as essential for meaningful welfare assessment.
The transition from input-based to outcome-based fish welfare auditing represents a significant conceptual advance. Measuring what is actually happening to the fish, rather than whether the farmer is following prescribed protocols, is fundamentally more connected to animal welfare reality. However, outcome-based assessment in aquaculture faces practical challenges: fish in large net pens or tanks are difficult to observe individually, sampling methods must balance welfare cost of sampling against information gained, and the interpretation of indicators requires species-specific expertise. Progress in this area — including the development of validated, standardised OWI systems — is a genuine and important contribution to the welfare of the billions of fish in global aquaculture production.