Insights & Reports

Data-driven analysis of veterinary clinic operations, AI adoption trends, and the metrics that matter for practice growth.

Thought Leadership 2026

The State of AI in Veterinary Medicine: Three Waves

How AI actually entered veterinary medicine — diagnostics from 2019, AI scribes from 2023, and the front-office wave now underway — with the adoption data behind each wave.

Key Findings

  • Three overlapping waves: diagnostics, documentation, the front office
  • 39.2% of veterinary professionals use AI at work (AJVR, convenience sample)
  • What to ask a vendor, by which wave the tool belongs to
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Thought Leadership 2026

From Systems of Record to Context-Aware Agents

Rethinking front-office AI in veterinary medicine — from communication tools to context-aware agents that understand the patient, the plan, and the safest next step.

Key Findings

  • The five-layer model behind a true AI front office
  • ~80% of after-hours calls are administrative, not emergencies
  • A conservative safety model built on retrieval over invention
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Veterinary Operations 2026

From After-Hours Coverage to a 24/7 AI Front Office

How clinics save staff time by starting with after-hours AI coverage and expanding into full 24/7 AI front-office support across calls and texting.

Key Findings

  • 80%+ of routine front-office communication is administrative
  • Fewer than 10% of routine scheduling requests need staff
  • Basic functionality live within 48 hours
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Veterinary Clinics Q4 2025

After-Hours at the General Practice

What pet owners call about when your clinic is closed — insights from 6 months of AI-handled calls across general practice veterinary clinics.

Key Findings

  • 42% of after-hours calls are simple FAQ questions
  • 79% of FAQ calls resolved without staff involvement
  • 97% of callers rated neutral-to-positive sentiment
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