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