Appropriate welfare monitoring frequency in poultry production enables earlier detection of welfare problems before they become severe.
Monitoring frequency determination for poultry should balance welfare detection needs against practical constraints. Technology-enabled continuous monitoring complements human observation and together can achieve welfare detection standards impossible through observation alone.