Smart welfare systems must prove their value beyond the sensor

A review published in Sensors shifts the precision-livestock discussion from sensor availability to reliable deployment. It examines systems for capturing activity, feeding, respiration, thermal regulation and other indicators relevant to welfare and productivity. Its central message is not that data are lacking, but that turning them reliably into operational decisions remains difficult.