Vetology Unveils Revamped AI Classifiers with Advanced Functionality for Veterinary Practices

In a noteworthy update, Vetology has successfully rebuilt all 94 classifiers used in their AI radiology screening platform. This significant overhaul, which took just two months, aims to enhance the capabilities of their technology in veterinary diagnostics. As a company known for providing AI-driven teleradiology consultations and radiology screenings for veterinary practices, Vetology undertook this initiative with a clear goal in mind: to improve the interpretative quality of their AI systems, mirroring the analysis techniques used by human radiologists.

Starting from June and culminating in August, the Vetology team executed the rebuild in various stages. According to Anthony Lutz, the Manager of Data Science, this project allowed for a radical shift in model architecture, enabling the AI to assess global information within cases. This upgrade not only enhances the accuracy of individual images but also improves correlations between linked images in a study, echoing the comprehensive analysis conducted by veterinarians during their diagnoses.

The updates have also paved the way for a range of new features that will continue to evolve as Vetology remains responsive to the needs of its users, particularly veterinarians relying on these AI tools in their practice. Lutz commends the diligence of his team, who collaborated closely with experts like Drs. John Mattoon and Jennifer Gambino, both American College of Veterinary Radiology diplomats, ensuring that the rebuilt classifiers meet heightened standards of performance and reliability.

A pivotal aspect of this initiative is Vetology's commitment to transparency in their AI's performance. In January 2026, they published condition-level performance data for each classifier, welcoming independent researchers to validate these figures. This move aligns with the joint position statement released by the ACVR and ECVDI, which emphasizes the importance of transparency, error reporting, and unbiased third-party evaluation in veterinary AI systems.

Vetology’s handling of the AI classifier rebuild exemplifies their dedication to accountability. Each classifier underwent stringent assessments to surpass the benchmarks set for the original models, and their release was only initiated after meeting these new standards. Eric Goldman, the President of Vetology, reiterated this point, emphasizing the company's commitment to continuous improvement and adherence to professional standards. He asserted that maintaining trust in their AI systems is crucial, especially as it pertains to patient safety, which underpins the validity of their diagnostic processes.

The AI-generated reports produced by Vetology are designed not as replacements for the veterinarians' expertise but as supplementary tools that support the diagnosis and treatment plans of veterinary professionals. Pierre D'Amours, the VP of Sales, clarified a common misconception: the AI output should not overshadow the veterinarian's role. Rather, it is an additional resource, akin to consulting a colleague, where the ultimate responsibility of diagnosis and subsequent owner communication lies with the veterinarian.

Vetology continues to strive towards enhancing the efficiency, accuracy, and reliability of veterinary diagnostic imaging. By integrating their AI solutions seamlessly into hospital workflows, they empower clinicians to make quick and well-informed decisions, ensuring high-quality care for animal patients. For more information on their services and innovations, visit their website at vetology.net.

About Vetology

Vetology Innovations is a leading veterinary diagnostic imaging support entity that specializes in AI-generated screening reports and teleradiology services delivered by board-certified veterinary radiologists. Established by experienced radiologists, Vetology is committed to enhancing patient outcomes through high precision and rapid response times in diagnostic imaging, ultimately fostering an environment where veterinarians can rely on the utmost clarity and efficiency in their work.