AI Exam Notes for Veterinarians: Vendor Comparison and Implementation
How Scribenote, Talkatoo, Suki Vet, and ezyVet-native AI compare on SOAP quality, PIMS integration, and time-to-value for small-animal practices — with a 9-day rollout playbook.
- PUBLISHED
- May 13, 2026
- READ TIME
- 8 MIN
- AUTHOR
- ONE FREQUENCY
- Topic
- AI vet exam notes, veterinary SOAP AI, Scribenote vs ChartMD
- Industry
- veterinarians
- Published
- May 13, 2026
- Read time
- 8 min
- Word count
- 1,411
The exam-note workflow is the single highest-ROI AI lever in a vet hospital. Owners ask about AI receptionists because that is the one they hear about at conferences; owners ask about ROI because that is the one their accountant cares about; but owners who have run a 9-day pilot on ambient SOAP notes call us back asking when the second vet can start, because the lift is that visible inside week one.
This article is for the owner or hospital manager of an independent small-animal or mixed-animal practice deciding which ambient-note vendor fits — specifically Scribenote, Talkatoo, Suki Vet, and the ezyVet-native AI layer — and how to roll it out without disrupting the doctor's exam-room flow. The vendor landscape moved fast in 2024–2025; the right fit depends on PIMS, doctor count, and exam-room workflow preference.
The exam-note problem, quantified
AVMA practice survey data puts after-appointment charting at 1.5–3.0 hours per vet per day. For a 2-doctor hospital running 250 working days per year at a fully loaded vet cost of $115/hour, that is roughly $69k–$172k of clinical-hour value per year spent on paperwork. The vet finishes the appointment block at 6:15, sits down to chart, leaves the building at 7:45 — and that pattern repeats five days a week.
Ambient transcription drafting cuts the charting time from 8–12 minutes per appointment to 20–40 seconds of edit-and-sign. The doctor narrates the exam naturally; the AI produces a structured SOAP draft pushed into the practice management system; the doctor reviews, edits, and signs.
The math is straightforward and the doctor-retention impact is bigger than the revenue lift. A hospital that gives its doctors 90 minutes back per day on paperwork keeps doctors who would otherwise burn out in year three. In a market with 6–12 month doctor vacancies, that retention is worth more than the production lift.
How ambient note tools actually work
The category broke into two patterns in 2024–2025.
- Pattern A — Microphone + structured output. The vet wears a badge, carries a phone, or uses a laptop microphone. The AI listens to the in-room conversation, transcribes it, and uses a vet-specific model to extract the SOAP structure (subjective, objective, assessment, plan). The output is pushed into the PIMS for the vet to edit and sign. Scribenote and Suki Vet operate in this pattern.
- Pattern B — Dictation + AI structuring. The vet dictates the SOAP after the appointment in natural language; the AI structures the dictation into the SOAP format. Talkatoo started here and has added structured output. Less ambient; slightly more vet-driven.
Both patterns end at the same place: a SOAP draft in the PIMS, ready for the vet's edit and signature. The pattern A tools are slightly more time-saving but require the doctor to adapt to wearing a microphone. Pattern B tools require the doctor to remember to dictate but feel more familiar.
Vendor comparison
There is no single "best." The right fit depends on PIMS, doctor preference, and integration depth.
Scribenote. Vet-specific, ambient (pattern A), with native pushes into ezyVet, Cornerstone, and Avimark. Strongest on the structured-output quality and the vet-trained terminology. Pricing runs $300–$500/vet/month depending on plan. Best fit for hospitals on ezyVet or Cornerstone that want a vet-specific tool with broad PIMS integration.
Suki Vet. Newer entrant, ambient (pattern A), with deeper PIMS pushes on ezyVet specifically. Strong on the in-room workflow and the doctor experience. Pricing runs $350–$550/vet/month. Best fit for hospitals on ezyVet that want the newest in-room experience.
Talkatoo. The dictation incumbent (pattern B), with structured-output capability added in 2024. Strongest on doctor familiarity for vets who have been dictating for years. Pricing runs $250–$400/vet/month. Best fit for hospitals with doctors who are already comfortable with dictation workflows.
ezyVet-native AI. ezyVet's own AI layer, integrated directly into the PIMS. Strongest on the zero-integration story if you are already on ezyVet. Less mature than Scribenote or Suki Vet on the structured-output quality. Pricing bundled into ezyVet tiering. Best fit for hospitals on ezyVet that want a single-vendor stack.
ChartMD. Vet-specific, ambient, with structured output and PIMS push. Mature but smaller market share than Scribenote. Pricing similar.
For a 2-doctor hospital on ezyVet, the typical short list is Scribenote and Suki Vet, with ezyVet-native AI as a fallback if the budget is tight. For Cornerstone shops, Scribenote is the default via the IDEXX partner program. For Avimark shops, Scribenote and Talkatoo are the realistic options.
The 9-day rollout
The cadence mirrors the broader AI playbook for veterinary practices.
- Days 1–2 — Baseline. Pull 90 days of PIMS data: average charting time per appointment, after-appointment hours per vet, doctor-stated edit-time-per-note baseline.
- Days 3–4 — Vendor selection. Demo Scribenote, Suki Vet, and Talkatoo with the doctor most willing to try. The doctor's preference is the right tiebreaker; you are buying a workflow the doctor uses daily.
- Days 5–6 — Integration. Stand up the vendor in sandbox, integrate against the PIMS, configure exam-room templates for wellness, sick visit, surgical recheck, dental.
- Day 7 — Shadow mode. The doctor uses the AI for one full day; the AI proposes the SOAP and the doctor still charts manually as a backup. Compare the two outputs at end of day.
- Day 8 — Cut-over. The doctor uses the AI as the primary charting workflow. Hospital manager and medical director review exception rate nightly.
- Day 9 — Measure. Compare charting time and after-appointment hours against baseline.
By day 30, the doctor should be charting 70% faster than baseline. By day 90, the second doctor should be on the same workflow. Trying to roll all doctors simultaneously stalls; sequence one doctor at a time.
Pitfalls to avoid
- Letting the vendor pick the templates. The exam-room templates are the doctor's voice, not the vendor's defaults. The medical director signs off on templates.
- Skipping the doctor edit. The vet signs every note. The AI does not sign anything.
- Treating the AI as a clinical decision-maker. It drafts. The doctor decides.
- Rolling all doctors at once. Sequence one at a time. The doctors who go later benefit from the lessons learned by the doctors who went first.
- Underbudgeting for the microphone. Pattern A tools need a microphone the doctor can wear or carry. Budget $80–$200 per doctor for the hardware.
Metrics that matter
- Charting time per appointment. Target 8–12 minutes down to under 90 seconds (20–40 seconds of edit-and-sign).
- After-appointment hours per vet per day. Target a 60–75% reduction within 30 days.
- Edit-and-sign time per note. Target under 45 seconds.
- Exception rate. AI-drafted notes that need major revision should be under 8% by day 60.
ROI summary
For a 3-doctor hospital, recovering 1.6 hours per vet per day across 3 vets and 250 working days is 1,200 vet-hours per year. Reinvested at 40% clinical utilization at $115/hour ≈ $138k/year. Even if the recovered time goes entirely to doctor retention rather than new appointments, the math works because doctor recruitment in 2026 costs $40k–$80k per replacement. The full breakdown is in the veterinary AI ROI breakdown.
FAQ
Q: How accurate are AI-generated SOAP notes? A: Vet-specific tools like Scribenote and Suki Vet produce drafts that vets edit in 20–40 seconds versus 8–12 minutes of from-scratch charting. The vet signs every note.
Q: Does the AI capture the owner conversation accurately? A: Yes, with vet-specific terminology trained in. Background noise (barking, crying) is handled. Multi-pet visits are flagged.
Q: What about controlled-substance entries? A: AI drafts the note; the controlled-substance log is updated by the doctor's PIMS workflow, not the AI. Stays consistent with DEA recordkeeping.
Q: How does this work for surgical and dental notes? A: Pattern A tools work in the surgical suite with a worn microphone. Pattern B tools work via dictation post-procedure. Both are supported.
Q: Will doctors actually wear a microphone? A: Most do within a week. The ones who do not adopt Pattern B (dictation) and get most of the lift anyway.
Q: How does this connect to the AI receptionist? A: Different tool, different governance. Both are part of the broader stack covered in the AI receptionist buyer guide.
If you want a vendor short list scored against your specific PIMS and doctor preference, book a call from the AI for veterinarians page. The AI enablement engagement covers the full rollout including template configuration. For broader engagement options, start at the contact page.
Cited and consulted.
- 01Suki Vet — Ambient AI for Veterinarysuki.ai · accessed May 8, 2026
- 02ezyVet Blog — Practice Operationsezyvet.com · accessed May 8, 2026
- 03Veterinary Practice News — Operations and Technologyveterinarypracticenews.com · accessed May 8, 2026
- 04dvm360 — Practice Managementdvm360.com · accessed May 8, 2026
Ready to ship the next outcome?
One Frequency Consulting brings 25+ years of technology leadership and military discipline to every engagement. First call is operator-grade scoping — sixty minutes, no charge.