The influence, promise, and potential perils of artificial intelligence in veterinary medicine: a call for improved awareness and literacy

Влияние, перспективы и потенциальные риски искусственного интеллекта в ветеринарной медицине: призыв к повышению осведомлённости и грамотности
François Bertin, Jessica Lawrence, Stijn J M Niessen, Christopher J. Pinard, Krystle L. Reagan, Virginia T. Rentko
2026-01-01

ACVIM AI Validation FactorAI literacyAI tool validationartificial intelligenceveterinary medicine
Artificial intelligence (AI) is rapidly becoming integrated into daily lives, including tasks unique to our professional domains. With technology outpacing the general knowledge base regarding veterinary AI tools, we are at a critical inflection point in our American College of Veterinary Internal Medicine (ACVIM) and European College of Veterinary Internal Medicine - Companion Animals (ECVIM-CA) community. This manuscript presents a perspective aimed at igniting a broader and deeper discussion of, and engagement with, AI tools among members and enhancing members' AI literacy where necessary. The ACVIM AI Task Force encourages members to become actively involved in the processes that determine where, when, and how AI technology is adopted in our fields of expertise. Collectively, the principles outlined here promote thoughtful, transparent innovations while upholding standards of modern healthcare. However, it behooves us as potential users to support the need for critical oversight to evaluate and verify the safety and efficacy of AI tools in the routine patient care. To aid with an initial review of AI tools before use, a novel ACVIM AI Validation Factor checklist is introduced.
1
Artificial intelligence is rapidly entering veterinary medicine, while professionals’ knowledge of available veterinary AI tools is not keeping pace.
2
The manuscript calls for broader engagement with AI and improved AI literacy among veterinary internal medicine professionals.
3
The paper introduces an ACVIM AI Validation Factor checklist to support preliminary assessment of AI tools before clinical use.
4
Thoughtful and transparent AI innovation must be accompanied by critical oversight evaluating the safety and efficacy of tools used in routine patient care.
5
Veterinary professionals should actively help determine where, when, and how AI technologies are adopted within their fields.

artificial intelligence tools in veterinary medicine and routine companion-animal patient care

the awareness, literacy, adoption, critical oversight, safety, and efficacy of AI tools in veterinary practice

Publication Details
Publication Date
2026-01-01
Journal
Publisher
ISSN
Cited by
6
Access Type
Author Information
Authors
François Bertin
Jessica Lawrence
Stijn J M Niessen
Christopher J. Pinard
Krystle L. Reagan
Virginia T. Rentko
Explore further
Open the scid.ai AI chat with a ready-made request: it will find papers on a similar topic and help build a literature review.
Find similar papers in the chat
Make a presentation
100%