Animal health has always been an industry built on scientific innovation. From vaccines and diagnostics to therapeutics and genomic technologies, progress has traditionally come from discovering better products and bringing them to market faster than competitors. That model is not changing, but the way innovation happens is beginning to shift.

Artificial intelligence is now entering nearly every part of the animal health value chain and while much of the discussion around AI has focused on general productivity tools or headline grabbing consumer applications (Stonehaven Cozmix Group, 2025; HealthforAnimals, 2025), its most significant impact may ultimately be in how animal health companies operate behind the scenes.