The AI-Ready Vet: How NC State Is Rewriting the Future of Medicine

RALEIGH, NC – June 04, 2026 – In the world of high-stakes professional services, the most valuable commodity is not capital, but time. For the clinicians and faculty at NC State College of Veterinary Medicine, one of the nation's leading veterinary institutions, a year-long partnership with AI firm VetRec is proving just how much of that commodity can be reclaimed. What’s unfolding in Raleigh is more than a successful technology deployment; it’s a strategic blueprint for how artificial intelligence can fundamentally reshape professional training, alleviate burnout, and restore focus to the core mission of care.

One year after its launch in April 2025, the collaboration has seen VetRec’s AI-powered documentation platform become deeply embedded across the NC State Veterinary Hospital. With 233 active users—from fourth-year students to seasoned department heads—spanning more than 20 clinical services, the initiative is a resounding success. But the most telling metric isn't the user count; it's the 100% engagement rate. In an enterprise environment where software licenses often gather digital dust, the fact that every single user who accepted an invitation actively uses the platform speaks volumes. It signals a tool that isn't just being pushed by management, but pulled by the very people on the front lines.

Beyond the Keyboard: A New Model for Clinical Practice

The central problem VetRec addresses is the administrative albatross that hangs around the neck of modern medicine: documentation. In veterinary medicine, this translates to hours spent after long shifts transcribing notes, summarizing client conversations, and preparing discharge instructions—time stolen from patients, research, and teaching. By automating the creation of SOAP notes, reports, and summaries in real time, the AI assistant returns what the company claims can be over two hours per clinician, per day.

This isn’t just an abstract efficiency gain; it’s a qualitative shift in the practice of medicine. For Joseph Evans, D.V.M., an Emergency and Critical Care Resident at NC State, the impact is profound. "In the ER and the ICU, my priority is the patient in front of me and the client across from me," he stated. "VetRec has allowed me to put down the keyboard and focus on active listening rather than transcription. It has eliminated the anxiety of trying to remember extensive histories later, resulting in thorough records and more meaningful communication."

This shift from transcriber to listener is critical. It enhances the quality of care by ensuring more accurate and complete records, captured in the moment rather than reconstructed from memory. Dr. Evans also highlighted features like 'Records Recap,' which allows him to "grasp the full scope of complex cases efficiently." In a high-pressure teaching hospital where complex cases are the norm and every second counts, this capability is not a luxury; it is a competitive advantage that directly benefits patient outcomes and student learning.

The Organic Revolution: How Students Became AI Evangelists

Perhaps the most strategically significant element of the NC State story is how the technology took root. This was not a rigid, top-down mandate. Instead, it was a grassroots movement, championed by the institution’s most junior members.

"The best thing about VetRec for me as a Hospital Director is that it started organically with a lot of interest from some early-adopter clinicians and has since taken off amongst our House Officers and Clinicians," said Dr. Anthony Blikslager, Associate Dean & Director of Veterinary Medical Services. This bottom-up adoption, driven largely by students, demonstrates a powerful dynamic: the next generation of professionals doesn't just tolerate technology; they expect and demand tools that align with the digital-native workflows they have grown up with. They see the inefficiency of manual documentation as an anachronism and are quick to embrace solutions that solve it.

This student-led charge created a powerful pull effect, drawing in residents and, eventually, faculty. It bypassed the typical organizational inertia and resistance to change that so often plagues technology initiatives. By proving the value in their own daily work, the students became the most effective evangelists, demonstrating the platform's utility in a way no corporate presentation ever could. This model of organic, user-driven adoption offers a powerful lesson for any organization seeking to integrate disruptive technologies. Innovation, it turns out, flows most powerfully when it solves a real and persistent pain point for the end-user.

Building the AI-Ready Professional

The partnership's ambition extends far beyond operational efficiency. The ultimate goal is to redefine veterinary education for an era where AI is ubiquitous. "NC State has shown what is possible when an institution fully commits to integrating AI into veterinary education," said Kevin Cohen, CEO of VetRec. "Watching a world-class veterinary institution embed AI into clinical training from the ground up, and seeing students graduate AI-ready, is exactly the kind of long-term impact we are building toward."

Graduating "AI-ready" professionals is a profound competitive differentiator for NC State. It means its alumni enter the workforce not only with deep clinical knowledge but also with proven skills in leveraging advanced technology to work smarter, communicate more effectively, and focus on higher-value tasks. In a field grappling with high rates of burnout, this skillset is a form of career resilience. By integrating AI into the core curriculum and clinical rotations, NC State is preparing its students for the profession as it will be, not just as it has been.

The Enterprise Blueprint: Security, Scale, and the Road Ahead

Successfully deploying an AI platform across a major teaching hospital is no small feat. It requires an enterprise-grade solution built on a foundation of trust and security. VetRec's compliance with standards like HIPAA and SOC 2 Type II is a critical enabler, assuring the institution that sensitive patient and client data is handled with the highest level of security—a non-negotiable prerequisite for any healthcare partnership.

The platform's ability to integrate with existing Practice Management Systems (PiMS), whether cloud-based or on-premise, removes a significant barrier to adoption and ensures that the technology complements, rather than disrupts, established workflows. This technical sophistication, backed by a dedicated university partnerships team, signals a mature strategy focused on long-term, scalable relationships.

Looking ahead, the partnership will focus on deepening adoption across the remaining departments and seamlessly onboarding the incoming class of students and residents for the 2026 academic year. The goal is to make AI-assisted documentation a standard, indispensable part of the clinical experience at NC State. As this model is perfected, it will undoubtedly serve as a compelling case study for other veterinary colleges and, indeed, for professional schools across any discipline where the burden of administration threatens to overshadow the practice of the craft itself.