How AI could change pet technology
Published 5 October 2026. General information for dog owners, not veterinary or behavioural advice.
Pet devices are already good at collecting data. A collar knows how far a dog walked. A camera knows something moved. What they mostly cannot do is say what it means. That gap is where AI could matter.
From measuring to recognising
Traditional devices work on thresholds: if the sound is louder than X, do Y. It is cheap and reliable, and it cannot tell a bark from a dropped saucepan. Machine learning replaces the threshold with a model trained on examples, so the device responds to the pattern of the sound and not just its volume.
There is research to suggest this is realistic for dogs. In 2024 a University of Michigan team reported that an AI model originally built for human speech could be adapted to classify dog vocalisations, including telling playful barks from aggressive ones, with accuracy of up to 70%.
Three things AI could add
- Fewer false alarms. A device that knows what it heard can ignore the bin lorry.
- Personalisation. Dogs differ. A model that adapts to one animal can learn what is normal for that dog.
- Trends over time. People are poor at noticing slow change. A device that has listened for months can say whether something is getting better or worse.
What is hype
"AI that translates your dog" is not on the horizon. Classifying a sound into a handful of categories is a long way from understanding intent, and 70% accuracy in a research setting is not the same as reliability in a noisy kitchen. Be wary of any product that promises to tell you what your pet is thinking.
The hard parts
Data. Models need many labelled recordings from many dogs in many homes. Collecting them ethically and labelling them correctly is slow.
Privacy. A microphone that listens for a dog also hears a household. Where the processing happens, and what is kept, matters a great deal.
Welfare. A smarter device is not automatically a kinder one. What it does with its understanding is a behavioural question, not a technical one.
Questions worth asking of any AI pet product
- What exactly does the AI recognise, and how often is it right?
- Does it work without an internet connection?
- Is audio or video stored, and where?
- Who advised on the animal behaviour side?
Read next: what the research says about recognising dog sounds.
SilentBuddy does not use AI today. Its research roadmap sets out what would have to be proven first.
Sources
- University of Michigan study presented at LREC-COLING, April 2024, reported by Futurity. Link