How animal welfare certification has evolved from simple input-based standards to outcome-based, technology-assisted frameworks.
Welfare certification has evolved significantly from early schemes that simply required certain inputs - larger cages, outdoor access - to modern frameworks that measure welfare outcomes in animals. This evolution reflects progress in welfare science and growing consumer sophistication. The next phase of certification evolution, incorporating continuous monitoring technology and international harmonisation, will determine whether certification systems can deliver reliable welfare assurance at scale.