Operational welfare metrics for aquaculture enable farm-level welfare assessment and improvement beyond simple compliance with minimum standards.
Moving fish welfare from principle to practice requires practical measurement tools that farm workers can use regularly. Operational welfare indicators translate welfare science into observable, actionable farm-level data. The Norwegian regulatory model — requiring routine welfare scoring with documented improvement plans — represents global best practice and is increasingly influencing other jurisdictions. Consumer and retailer pressure for welfare outcome data is accelerating adoption of OWI frameworks in major producing countries.