Why can't more data fix the veterinary AI data problem?
Every pet care platform handling health records is solving the same problem. Here are the two approaches most of them take, and why neither quite gets there.
Pawssier Blog
Product updates, engineering notes, and field reports on reading pet records.
What happens to Pawssier when AI gets better?
General AI is getting better at document parsing. Here's what that actually means for Pawssier, and why the question is more interesting than it sounds.
Digitizing veterinary records didn't make them structured
States are moving veterinary health certificates off paper. That's real progress, and it doesn't solve the problem most platforms actually have.
PSRF v1.5: automatic, scalable validation and sharper accuracy across the board
PSRF v1.5 validates itself across dates, vaccine identity, and provenance — correcting clear errors automatically and routing ambiguous cases to a human reviewer.
Why general-purpose AI fails on pet health records
General AI tools look like they read pet records perfectly. Here are the five specific, predictable ways they get it wrong, and why structure beats a better prompt.
How we figured out what Pawssier actually is
Pawssier started as a B2C app for my own dogs' vet records. Here's how we realized it was actually infrastructure for the whole pet care industry.
Welcome to the Pawssier Blog
News, product updates, and field notes on reading pet records, for veterinarians, shelters, and pet care platforms.