Devices like the and Invoxia smart collar track heart rate variability (HRV), respiratory rate, and activity patterns. Machine learning algorithms can now alert owners 48 hours before a behavioral meltdown tied to illness. For example, a drop in HRV plus increased restlessness predicts a canine stress episode.