Survey data show fast tech adoption amid persistent vet staffing strain: full analysis

Veterinary practices are leaning into technology at a faster clip than many industry watchers may have expected, but the latest survey data suggest digital adoption isn’t easing every operational pressure. New 2026 findings from Instinct Science show broad uptake of digital tools across general practice, alongside rising use of AI for documentation and diagnostic support. Yet across specialty, emergency, and urgent care settings, staffing shortages still top the list of concerns, and client financial limitations are becoming a more visible source of strain. (globenewswire.com)

The surveys arrive at a moment when veterinary medicine is still working through several overlapping shifts: sustained workforce shortages, higher client expectations, more complex caseloads, and a growing need to protect clinician time. Instinct Science’s inaugural general practice report, based on responses from 763 veterinary professionals, found that teams are no longer treating digital infrastructure as optional. Most respondents said their practices already use digital diagnostics and client communication tools, and 91% said they had changed or adopted at least one new technology in the past year. (instinct.vet)

The most notable change may be how quickly AI has moved from a future-facing concept into day-to-day workflow. Instinct found that 48% of general practices are already using AI in some form, with the leading uses centered on medical record and SOAP note creation, followed by diagnostic assistance. In specialty and emergency settings, AI scribes were among the fastest-growing technologies, while digital treatment sheets and cloud-based practice management systems were associated with the biggest efficiency gains. Instinct’s broader March 11, 2026 announcement said 67% of specialty and emergency clinics reported improved efficiency after adopting new tools, 57% reported better patient care, and more than half said technology helped reduce treatment or diagnostic errors. (globenewswire.com)

At the same time, the surveys point to a profession that is reorganizing work, not just digitizing it. Fewer than 10% of general practices in Instinct’s survey still operate on a traditional full-time, fixed schedule. Instead, 40% offer part-time roles and 25% have adopted a four-day work week. That shift appears to reflect retention realities as much as culture change. Instinct reported that staffing shortages were cited by 85% of specialty, emergency, and urgent care respondents, up from 78% a year earlier, even though 55% said they hired more full-time team members in 2025. In other words, hiring has continued, but workload pressure appears to be outpacing it. (globenewswire.com)

That finding fits with broader workforce data. AAVMC said in its March 2024 workforce statement that significant shortages exist across veterinary sectors and levels of specialization, and that those shortages are expected to continue without systemic action. The group also noted that stretched primary care capacity can push sicker patients into referral and emergency channels, compounding pressure downstream. AVMA’s 2025 economic report, meanwhile, showed that most practice owners viewed the pace of digital transformation as “about right,” and that practice management software, client communication tools, and digital inventory systems were already widely used in 2024. Together, those reports suggest the Instinct findings are part of a longer arc rather than a one-off spike in tech enthusiasm. (aavmc.org)

Industry commentary around AI has been cautiously supportive. In a July 2025 AVMA release, then-president Michael Bailey, DVM, said AI-powered tools are already helping improve diagnostic speed and administrative efficiency, but stressed that they are not substitutes for veterinary expertise, judgment, or compassion. That same balance shows up in practice-level discussion. A June 2025 Today’s Veterinary Business article on AI scribes argued that automated documentation can reduce after-hours recordkeeping and improve workflow, while also making clear that these tools do not replace physical exams, client communication, or clinical decision-making. Because that article was written by an adviser to an AI scribe company, it should be read as informed industry perspective rather than independent evidence, but it still reflects how documentation relief has become a central use case for AI in practice. (prnewswire.com)

Why it matters: For veterinary professionals, the practical takeaway is that technology adoption is increasingly being driven by labor economics and workflow design, not novelty. If AI scribes, cloud platforms, and digital treatment tools can reliably cut documentation time, reduce errors, and support more flexible staffing models, they may become part of how practices compete for talent and preserve clinical capacity. But the surveys also underscore the limits of software: efficiency gains don’t erase workforce shortages, and they won’t solve affordability concerns for pet parents. Instinct’s finding that client financial limitations are now a major pressure point may be especially important for practices trying to balance team sustainability with access to care. (globenewswire.com)

What to watch: The next phase will likely be less about whether practices adopt AI and more about which tools hold up under clinical scrutiny, integrate cleanly with existing systems, and measurably improve retention, record quality, and patient flow. Expect more attention on governance, data quality, and human oversight, especially as adoption expands beyond note generation into diagnostics and decision support. (globenewswire.com)