Developing data infrastructure for welfare monitoring enables evidence-based improvement at farm, supply chain, and national levels.
Welfare data infrastructure creates the foundation for evidence-based welfare improvement. Without systematic data collection, welfare problems remain invisible, interventions cannot be evaluated, and progress cannot be tracked. Building interoperable welfare data systems across farms, supply chains, and national bodies requires investment in technical infrastructure and governance frameworks that are currently absent in most countries.