Third-party welfare auditing is central to farm assurance schemes, but audit quality, frequency and outcome measures vary widely, limiting welfare impact.
Current farm welfare auditing has significant limitations in capturing true on-farm welfare status. Resource-based measures (space per animal, presence of enrichment) do not always correlate with actual welfare outcomes. Strengthening audit schemes to include outcome-based measures, unannounced visits and continuous monitoring data would substantially improve their value.