World Dairy Expo 2026 delivered three unmistakable messages:
- Butterfat and protein are hot.
- Artificial intelligence is infiltrating every corner of dairy operations.
- The labor crisis isn't going away.
Components are king
The rolling herd average is dead. Long live components.
"I would say the rolling herd average needs to have a tombstone erected on it. We need to be thinking about pounds of components per day," said Corey Geiger, lead dairy economist at CoBank, during a session featuring a dairy nutritionist, a geneticist and a farmer.
The numbers tell the story: Cottage cheese has exploded with double-digit growth in the past year, Geiger said, becoming the No. 1 driver of dairy sales. Protein shakes and yogurt — especially Greek yogurt — follow close behind.
The market has spoken. Butterfat and protein aren't just hot; they're the future.
Artificial intelligence invades parlor
No humanoid milkers roamed the trade show floor, but artificial intelligence has arrived on dairy farms, and it's moving fast.
Herd-i, a New Zealand company making its U.S. debut, showcased AI-powered cameras that detect lameness and score body condition the moment cows exit the parlor. The system captures video at every milking, analyzes it instantly and delivers insights to farmers' mobile devices.
Lameness scores range from 0 to 3, measured to two decimal points. Body condition scores run 1 to 5, tracking energy and physical condition in real time.
The proof? After four years in New Zealand monitoring 150,000 cows, the company claims farms have seen a 40% reduction in lameness and 41% drop in antibiotic costs.
Now, Herd-i is rolling out its product across the U.S. through a Founding Farmers Program in New York, California, Idaho, Texas and Wisconsin.
Herd-i isn't alone. FutureCow unveiled its Axis robotic teat scrubber for rotary parlors, using advanced AI cameras to nail accuracy and positioning.
The message is clear: AI isn't coming to dairy farms — it's already here.
Labor crisis forces action
Dairy farmers have been sounding the alarm for years: They need reliable, legal labor. Now.
During a panel discussion led by Rep. Glenn "GT" Thompson, R-Pa., chairman of the House Ag Committee, dairy farmers voiced their fears. Immigration raids are stripping farms of workers who perform the daily tasks that keep operations running.
The response? More farmers are turning to robots.
But robots aren't a simple fix. They're cheaper than before, but they still demand significant construction and farm redesign.
GEA is betting on a middle ground with its new DairyProX milking units, which it unveiled at the show. It brings robotic efficiency to conventional parlors. The units handle stimulation, teat cleaning, fore-stripping, milking and post-dipping automatically. Workers just attach the units, and that's it.
The pitch is simple: Fewer tasks per worker means fewer workers are needed.
While it only works on "subway style" parlors for now, it's another option for an industry desperate for solutions.
You’ll see more in-depth coverage on labor and dairy components in the next few weeks. In the meantime, click on the slideshow to see highlights from the show.