Workflow & Documentation AI

The documentation burden problem

Veterinarians spend an estimated 2–4 hours per day on documentation (VME 2024 data). That represents approximately 40% of a working day consumed by writing SOAP notes, discharge instructions, callback summaries, and referral letters. The profession's documented burnout crisis — 61% of vets reporting higher exhaustion than the general US population in a 2023 Merck survey^[1] — has created strong pull for any tool that reduces writing time. AI scribes are the result.

As of mid-2026, AI scribe technology works well enough for English-language SOAP notes across most common companion animal cases. It is the most rapidly commoditizing category in veterinary AI: what was a differentiator in 2023 is becoming table stakes in PIMS software by 2027. Pricing typically runs $40–$150 per user per month as SaaS subscriptions.

Standalone AI Scribe Platforms

VetRec

VetRec is the highest-profile standalone veterinary AI scribe, claiming the broadest PIMS coverage of any third-party tool. It offers specialty templates for GP, ER, exotic, equine, and dental cases. Enterprise customers include VCA, Ethos, and Bond Vet. Academic adopters include Texas A&M and Cornell, where VetRec partnered in September 2024 providing unlimited access for students, house officers, and faculty.^[2]

Reported outcomes: Ethos saved 9,000 hours; 73% documentation reduction at one practice; 2.5 hours per vet per day recovered at another. These numbers come from VetRec's own case studies — no independent peer-reviewed study has validated them. Pricing: $99/vet/month on annual plan, $150/month monthly. VetRec was a Y Combinator S23 company.

CoVet

CoVet is notable for positioning itself as an AI "clinical copilot" rather than a pure scribe — it surfaces diagnostic suggestions and treatment guidance alongside documentation rather than just transcribing what happened. Reported 550% user growth in 2025, with users in 20+ languages across 6 continents. Won the 2026 Purina Pet Care Innovation Prize. Colorado State University's College of Veterinary Medicine launched a 12-month CoVet evaluation initiative across students, interns, faculty, and house officers in July 2025, with designated clinical champions. Pricing: $46–$99/user/month (Essentials tier caps at 100 notes/month; team discounts of 20%+ for groups of 5+). Primarily US-based installed base.

Talkatoo

Talkatoo, founded in 2019, has 14,000+ users and Patterson Veterinary distribution. Its original product is dictation-to-text (the vet speaks intentionally into the mic), with an AI Scribe layer generating structured SOAP from that dictation. This is meaningfully different from ambient capture — it requires the veterinarian to dictate deliberately rather than simply being recorded during a natural consultation. Pricing: $50–$126/user/month. Talkatoo is one of the older entrants and lacks the ambient-first workflow of newer competitors.

Scribenote

Scribenote is an LLM-based note generator covering SOAP, dental, callbacks, recaps, and dictation. It offers a free tier and a Pro plan at $79/user/month. Popular with solo practitioners. No major enterprise customers or PIMS partnerships are publicly listed as of mid-2026. The free tier is volume-limited.

PIMS-Native AI (Documentation)

The clearest trend in 2025–2026 is AI documentation moving from bolt-on tools to native PIMS features. PIMS-native AI eliminates the copy-paste workflows and API surface fragmentation of third-party integrations. A 2026 survey of 1,200+ practices found PIMS-native AI users were 12x less dissatisfied than dedicated-tool users with poor integration.^[1]

Provet Cloud AI

Provet Cloud launched a native Clinical AI suite in August 2025 with global rollout by September 2, 2025. It offers three native features: AI Patient History Summary (condensing 10+ years of records into a pre-consultation brief), AI Scribe (real-time transcription within the consultation screen), and AI Discharge Instructions (one-click generation at checkout). Available in 7 languages: English, Norwegian, Danish, Spanish, Italian, Finnish, and Swedish. ISO 27001:2022 certified. Major customers include CVS Group, IVC Evidensia, and Anicura. Limitation: only available to Provet Cloud PIMS customers.

Vetspire

Vetspire launched AI Scribe (voice-to-SOAP on iPhone/iPad), AI Summary (one-click 3-year patient history), PDF Summary (referral document parsing), and Edit with AI in May 2025. The general manager described it as the beginning of a roadmap covering intake, scheduling, diagnostics, and client communication. Vetspire represents the PIMS-native path for an existing mid-tier system.

ezyVet, Shepherd, Digitail, DaySmart Vet

ezyVet's AI-Assisted Notes — voice-to-SOAP with noise filtering — is in pilot in 2026 for some of the largest multi-site groups, though reviewers note it is not fully native yet. Shepherd offers TranscribeAI, DiagnoseAI, and AI Patient Summaries as a bundled suite. Digitail has Tails AI covering SOAP, summary, treatment, and intake. DaySmart Vet offers Daisy Voice, its AI scribing layer.

ScribbleVet (via Instinct Science)

ScribbleVet was acquired by Instinct Science in January 2026. The combined entity is positioning as an "intelligence-native veterinary practice management platform" — AI scribing, workflow, and clinical intelligence in a single system. Instinct/ScribbleVet announced integration with Plumb's Veterinary Drugs (the authoritative US drug reference), meaning the ambient recording AI can surface dosing, interactions, and species-specific contraindications during note generation — a step toward interactive clinical assistance. University of Florida was the first vet school to adopt ScribbleVet (March 2025); UC Davis followed in November 2025.^[3]

Honest assessment — documentation AI

AI scribes work for English-language SOAP notes in standard companion animal GP, ER, and specialist settings. The technology is real, the time savings are real for high-accuracy tools, and the market is competitive enough that pricing is moderate.

Two honest failure modes the market downplays: First, inaccurate tools don't save time — they redistribute it. A vet correcting AI notes containing transcription errors, hallucinated drug dosages, or misread clinical context may spend more time than they would have writing from scratch. A 2026 industry guide put it plainly: "ROI math only holds if vet AI scribe is accurate enough to eliminate editing time rather than redistribute it."^[1] Second, accuracy degrades meaningfully for exotic species and non-English consultations — most products are trained primarily on English-language canine/feline cases.

The category where published outcomes matter most (AI suggesting diagnoses during or after a consult) remains at the frontier. CoVet's copilot framing is the clearest commercial signal of this direction, but independent validation of diagnostic suggestion quality does not yet exist in peer-reviewed literature.