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Large AnimalStudy2 min read · distilled by Vetree AI

The future is now: why AI matters to farm animal vets.

Horwood P · The Veterinary record · 14 March 2026

Clinical bottom line

Farm animal veterinarians must engage in AI development to ensure technology addresses genuine clinical needs.

Summary

This article by Paul Horwood explores the integration of artificial intelligence technology within farm animal veterinary practice and its implications for British agriculture. The author emphasizes that AI represents a permanent shift in veterinary medicine rather than a temporary trend, necessitating active engagement from farm animal veterinarians in shaping AI development and implementation. The piece discusses how veterinary professionals possess critical domain expertise essential for creating effective and clinically relevant AI applications in livestock management, health monitoring, and disease prevention. Horwood highlights the opportunity for British agriculture to maintain its competitive advantage globally by leveraging AI innovations while maintaining high welfare and health standards. The article stresses the importance of veterinarians understanding AI capabilities and limitations, and their responsibility to ensure technology development aligns with practical farm applications and animal welfare principles. By participating in AI development processes, farm animal vets can ensure that technological advances address genuine clinical needs and improve herd health outcomes. The discussion underscores how veterinary expertise is indispensable for validating AI tools and translating them into practical farm protocols.

Large AnimalInternal MedicineNutrition

This summary was distilled by AI and may occasionally misinterpret data. Confirm critical details with the primary literature before clinical application.