Futures
Exploring the long-term trajectory of AI in veterinary medicine — speculative but grounded perspectives on where we're headed.
A note on speculation: The content in this section is exploratory by design. Its purpose isn't prediction but provocation — to stimulate deeper thinking about the transformation already underway. Some projections may prove conservative, others wildly optimistic. The goal is to participate in shaping these futures, not passively inherit whatever emerges.
The 4th Industrial Revolution & Veterinary Medicine
A five-part exploration of how AI and robotics will reshape the veterinary profession from 2025 through 2085 — examining the evolution of clinical practice, emerging roles, and the enduring importance of the human-animal bond.
The 4th Industrial Revolution Arrives
Understanding the acceleration phase of AI in veterinary medicine and why today's norms will seem quaint within a decade.
Near-Term Evolution (2025-2033)
From AI as assistant to the AGI threshold — the foundation phase of transformation in clinical practice.
The Training & Validation Phase (2034-2045)
When AGI emerges and human veterinarians become crucial trainers and validators of intelligent systems.
AI Dominance & Redefined Roles (2045-2085)
The mature AI-human ecosystem emerges, with clearly defined complementary roles.
The Human-Animal Bond Constraint
Why complete automation remains impossible and how the evolutionary depth of animal trust shapes the future.
Patrick Welch, DVM, MBA, DACVO
Head of Innovation at Ethos Veterinary Health • President-Elect, Association for Veterinary Informatics