Analysis of gaps in current animal welfare certification standards and how they might be addressed to improve assurance for consumers.
Welfare certification standards are unevenly developed across species, production systems, and countries. Many existing schemes provide limited assurance of actual welfare outcomes due to reliance on input standards, infrequent auditing, and limited outcome measurement. Strengthening certification through outcome-based assessment, unannounced audits, and continuous monitoring technology would substantially improve reliability.