Read7 min read
Pet registries and microchip databases: how they actually work
The microchip alone is not enough: what matters is the database tying the number to the owner. Here is how registries work and how to stop the data going stale.
DogCat
Animiyo blog
Technology and data
Digital tools are useful when they produce data someone actually reads. This section assesses what commercial devices measure, how accurate they are, and how to fold them into a clinical pathway instead of accumulating unread charts.
28 articles
- Read8 min read
QR code pet tags: how they work and when they really help you find your animal
A QR code tag turns any smartphone into an instant contact channel. It does not replace the microchip, but it covers the moment that matters most.
DogCat - Read7 min read
Tracking your pet's sleep and rest with sensors: what the data really says
Rest says a lot about an animal's health, and sensors try to measure it. Here is what these devices actually capture, what they do not, and how to read the trends.
DogCat - Read8 min read
Biometric recognition to find lost pets: what to really expect
Face-recognition apps identify an animal from a photo. They do not replace microchip and GPS, but they can help in one specific phase of a loss: this is which one.
DogCat - Read7 min read
AirTags and Bluetooth trackers for pets: what they really do and what they cannot
A Bluetooth tracker built to find your keys is not designed for an animal that bolts. Understanding the gap from crowd network to GPS avoids dangerous illusions.
DogCat - Read8 min read
Pet cameras for remote monitoring: what they see and what they don't
A camera shows what your animal does while you are out, but it is not a medical device. Here is how to choose one, what it can reveal about behaviour and how to use the footage well.
DogCat - Read8 min read
Backing up your pet's health data: keeping the clinical history alive
A pet's clinical history can vanish with a retired app or a lost phone. Backup and portability are not the same thing: here is a concrete routine to lose nothing.
All species - Read9 min read
Smart scales and tracking your pet's weight over time: what they really add
The value of a connected scale is not today's number but the curve of the next months. Here is how to weigh well at home, read a trend and know when a figure is a signal.
DogCat - Read7 min read
Smart collars for heart and breathing: what they really measure and what they do not
Not every smart collar measures the heart. Here is the difference between step counters, GPS and vital sign sensors, and how to read their numbers without needless alarm.
DogCat - Read7 min read
Smart litter boxes and weight sensors: what they really measure in cat health
Connected litter boxes promise to catch problems before the symptoms. Here is what they really measure, which changes matter and where the useful data ends and the marketing begins.
Cat - Read8 min read
Smart pet water fountains: what they really measure and how to read the data
A connected fountain can tell you how much water leaves the bowl, but not who drank it. Here is how to actually use that data without panicking over nothing.
DogCat - Read11 min read
Digital reminders and treatment adherence: why a notification is not enough on its own
A useful reminder states what to do, when, and at the dose the vet prescribed, and lets you mark it done. Here is how to set one up without replacing clinical judgment.
All species - Read8 min read
GPS trackers for pets: what to really expect
A GPS tracker is not a microchip and does not prevent escape: it helps find an animal, within limits. Here is how it works, what to weigh before buying and what not to expect.
DogCat - Read7 min read
How reliable are smart pet devices: how to read the evidence before you buy
A collar that counts steps is not the same as a sensor that estimates heart rate. Here is how to tell whether a smart device is validated and when to trust its number.
DogCat - Read8 min read
A microchip is not a tracker: what it actually does and why it matters
Many believe a microchip follows the animal on a map. In reality it is a silent number that only works with a reader and an up-to-date registry.
DogCatRabbit - Read8 min read
How to choose a pet health app: what actually matters
Pet health apps are many and look alike in the store. The real difference is what they do with your data: whether you can export it, who sees it and whether it helps the vet.
All species - Read12 min read
Reading the trends in your logged data without overreacting
Logging your pet's data is the easy part. The hard part is reading it: telling a normal fluctuation from a real change, without panicking over every single number.
All species - Read8 min read
Automatic feeders: what to weigh before choosing one
An automatic feeder promises meals on time even when you are out. Useful for some animals, risky for others: here is what to weigh before trusting it with the bowl.
DogCat - Read8 min read
Your pet's data privacy: who owns it and how to protect it
A pet's data mostly speaks about you: where you live, your routines, what you spend. Here is what it really contains, who can see it, and how to keep control.
All species - Read9 min read
Activity sensors for pets: what they measure and how to read them
An activity sensor does not say whether an animal is well: it says how much it moved. The value lies in the trend against its own normal, not the day's number.
DogCat - Read8 min read
Veterinary telemedicine: when it helps and when you need a visit
A screen changes the channel, not the medicine. A remote consult can orient and monitor, but it does not replace hands on the animal when a diagnosis is needed: that line is worth knowing.
All species - Read9 min read
Documenting symptoms with photos and video for the vet
Many important symptoms last a few seconds and never repeat in the clinic. A good video is worth more than a long description, but only if it shows the right things.
All species - Read8 min read
Cameras to monitor your pet remotely: what to consider
A camera does not reduce a pet's anxiety on its own and does not replace management. Here is what it really observes, how to choose one, and where its usefulness stops.
DogCatAll species - Read10 min read
Triage is not diagnosis: the real limits of artificial intelligence
A system that takes symptoms and returns an urgency level does one thing: it sorts. It does not look at the animal, palpate it or measure anything nobody measured first. Here is where the line falls.
All species - Read10 min read
Portability of an animal's health data between different tools
A copy is not portability. Here is which parts of a clinical history transfer intact, which are lost on the way, and how to build an archive that survives the next change of tool.
All species - Read12 min read
Smart notifications and false alarms in pet devices
A device is only as useful as its alerts are trustworthy. Too many false alarms teach you to ignore everything, even the real one. Here is how to tune the signal.
All species - Read10 min read
The open data behind a product record: what it holds and what it is worth
A product record does not come from one official archive. Here are the open databases that feed it, what they can genuinely say and how to check a value before basing a decision on it.
All species - Read9 min read
Why a stable identifier matters more than your animal's name
Two black cats called Luna, one dog registered twice, a name changed after adoption. A name is handy for talking and useless for linking data across different systems.
All species