Radiology Support Built for the Way Veterinarians Work

Veterinarians have a remarkable and diverse skillset. On any given day, a GP might perform surgery, vaccinate a puppy, help a pet parent manage a complex diabetes case, and perform a dental procedure. No other medical profession asks its practitioners to work across this many disciplines at this level of competence, every single day.

Radiology is one of those disciplines. Board-certified veterinary radiologists spend years in fellowship training after veterinary school, developing expertise in a field that spans thousands of conditions across multiple species and body systems. In general practice, that same breadth of imaging interpretation falls to the veterinarian.

Vetology’s AI screening report was designed with this reality in mind. Not to replace the veterinarian’s judgment, but to add a layer of specialist-level screening that supports the work practicing veterinarians are already doing.

When a practice submits radiographs through Vetology, the AI automatically analyzes every image across our growing list of classifiers covering canine and feline thorax, abdomen, and spine/musculoskeletal conditions. Results arrive in minutes. There is no extra submission, no case selection, and no waiting for a specialist’s availability.

The system has been validated on a foundation of 300,000 board-certified veterinary radiologist-reviewed multi-image cases. These are real patient studies from real veterinary practices, each reviewed by diplomates of the American College of Veterinary Radiology (DACVR) or European College of Veterinary Diagnostic Imaging (ECVDI).

The AI provides a structured analysis that highlights findings across 94+ conditions. Some of these are conditions the veterinarian is already evaluating. Others are incidental findings that benefit from being flagged: subtle lymphadenopathy alongside a cardiac workup, early organ size changes on a GI study, mineralization that warrants monitoring. The veterinarian reviews everything in context and makes every clinical decision.

AI screening benefits more than the doctor reading the images.

For veterinary technicians, AI reports create a learning opportunity built into the daily workflow. Techs who position patients and capture radiographs can see what the AI identified on the images they produced. This builds familiarity with imaging findings over time and adds professional development value to work the team is already doing.

For practice managers and operations leads, the impact shows up in workflow. When more findings are identified during the initial visit, more treatment conversations happen while the client is still in the room. This means smoother scheduling, more complete appointments, and fewer situations where the team needs to coordinate follow-up calls and return visits after the fact.

For front desk staff, the benefit is practical: when cases are more fully resolved on the first visit, there are fewer follow-up calls to coordinate and fewer schedule adjustments to manage. The front desk may not read radiographs, but they feel the difference when the day runs more smoothly.

Vetology AI is a screening tool, not a diagnostic replacement. It does not tell the veterinarian what to do. It provides additional information that the DVM incorporates into their clinical picture alongside history, physical exam, and their own radiographic assessment.

Veterinarians who use AI screening consistently describe it as a confidence builder. When the AI confirms their interpretation, it reinforces their treatment plan. When the AI highlights something they had not focused on, it gives them a reason to take a second look. Either way, they have more information available when making their clinical decisions.

That added confidence has a practical impact. Veterinarians who feel well-supported in their imaging interpretation tend to use diagnostic imaging more effectively in discussions with clients, and keep more of their caseload in-house.

Vetology’s unlimited monthly subscription is built for the way general practice operates. There are no per-case fees, no contracts, and we include a PACS for free if you need one. The system integrates with widely used practice management systems and AI scribes including ezyVet, DaySmart Vet, CoVet, Scribblevet, VetRocket with more on the way, and includes free DICOM storage.

For practices that also need board-certified radiologist interpretations, Vetology offers teleradiology with 2-hour STAT and 24-hour routine turnaround from DACVR and ECVDI diplomates, as well as board-certified cardiologists and a board-certified dentist. AI screening and specialist reads work together under one platform.

The breadth of what general practice veterinarians manage every day is extraordinary. Vetology’s role is to make one part of that work a little easier by adding consistent, validated radiology screening to every imaging study the practice performs.

It is the kind of support that lets the whole team do what they do best, with more information and more confidence behind every decision.