Research question
How much clinical meaning is lost when each visit becomes an isolated record?
Veterinary care depends on more than what happens inside the clinic. Changes in behavior, appetite, mobility, medication response, symptoms observed at home, previous diagnostics, owner reports, hospitalization details, and follow-up can all become relevant later.
Animal Care explores how software could preserve those relationships so that the history remains useful instead of becoming a sequence of disconnected notes.
Workflows being explored
Preserve information from a veterinary visit together with the event date, notes, observations, documents, and follow-up.
Keep home observations distinct from professional clinical notes while still allowing relevant relationships to be discovered.
Organize history and retrieve relevant information for review without presenting the software as a replacement for veterinary judgment.
Connect inpatient events, instructions, discharge information, medications, and later observations into a continuing timeline.
Veterinary knowledge retrieval
The research has also considered a retrieval-augmented knowledge layer for veterinary information. Instead of allowing a model to answer from an opaque general memory, the system could retrieve relevant material first and then generate a response grounded in that material.
Knowledge domains explored for this layer include veterinary procedures, dog and cat care, genetics, laboratory information, and owner education.
Interoperability as a research problem
The project has examined standards and terminologies familiar in human healthcare to understand what can—or cannot—be reused in veterinary software. This includes research around HL7/FHIR, C-CDA, LOINC, and the SNOMED CT Veterinary Extension.
Human and veterinary medicine: similar software problems, different domains
Both domains deal with chronology, symptoms, observations, tests, medications, treatments, documents, multiple participants, and incomplete information. But a shared information architecture does not mean identical clinical models. Animal Care uses the comparison to identify which software concepts are universal and which must remain veterinary-specific.