Insights & Reports

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

PupPilot Research 2026

The Veterinary Phone Line: a 2026 first look

What clients call about, when requests arrive, and what happens between an answered call and the next step.

Key Findings

  • The unanswered-transfer share rose from 19.7% at 8 a.m. to 35.2% at 1 p.m., in clinic-local time.
  • Among calls with a stated urgency, the emergency-classified share was 3.9% during business hours and 13.8% after hours.
  • On 98.9% of business-hours calls, the caller spoke to the assistant.
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Thought Leadership 2026

Why We Built the Phone System—not Just an AI Voice on Top

The case for controlling the call, understanding the request, and staying responsible for what happens next.

Key Findings

  • Ten places an AI voice add-on can become brittle, from call capacity to recovery
  • Intent-based routing: the request, not the extension, decides where a call goes
  • A technical appendix: what to verify before putting an assistant on the main number
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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
  • 95% of scheduling calls generate a complete staff to-do
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