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Prime Future 63: If dairy is the new beef, are cow-calf producers necessary?

Hypothesis: the biggest threat to cow-calf producers is neither packer consolidation nor alternative proteins. The biggest threat to cow-calf producers is dairy producers who are increasingly deploying the 'beef on dairy' genetics strategy which will allow them to own the beef calf market, creating an existential threat for cow-calf producers.

That was my hypothesis when I sat down to write this piece.

Before we get into whether this hypothesis is reasonable or not, here’s a quick review of the beef on dairy strategy:

“In dairy herds, a sustainable breeding strategy could combine usage of sexed semen to generate replacement heifers only, and usage of beef semen on all dams that are not suitable for generating replacements. This results in increased genetic gain in dairy herd, increased value of beef output from the dairy herd, and reduced greenhouse gas emissions from beef.”

(We recently looked into the 3 mega phases of genetics revolution in dairy cattle that led to the beef on dairy trend.)

One more idea before we get to whether cow-calf producers have a future or not, an idea from “Loonshots: How to Nurture the Crazy Ideas That Win Wars, Cure Diseases, and Transform Industries” is that innovation falls in two buckets:

The interesting thing about the beef-on-dairy strategy is that the two enabling technologies were P-type innovations: genomics and sexed semen.

But now as producers adopt those products, we’re looking at S-type innovations playing out in real time which is likely to lead to more S-type innovations across beef and dairy value chains.

Back to my hypothesis. Let’s do some napkin math, and use the most extreme assumption that 100% of US dairy producers will apply the beef on dairy strategy to 100% of their herd. (For the purpose of thinking about the potential impacts of a trend, it’s helpful to play it out to the extremes even if highly unlikely.)

Using extreme and very round numbers, here’s some math:

Napkin math shows that my hypothesis that dairy producers pose an existential threat to cow-calf producers is wrong.

Cow-calf producers will continue to be a necessary segment of the beef value chain.

But even if beef-on-dairy does not create an existential threat to cow-calf producers, there will be implications and ripples felt across the beef and dairy industries. This week’s newsletter is the start of a series exploring those implications and ripples.

Here are some questions I’m interested in:

If you have insights or opinions on any of those questions, please reach out – I’d love to get your thoughts. Or, if you have other questions to explore about this space.

An important caveat to this conversation is that beef-on-dairy is not new. It was first discussed in the early 2000’s and how slowly increased over time. But it feels like we’re at an inflection point and adoption is accelerating rapidly.

“The future is here, it’s just unevenly distributed.”


I’m interested in all things technology, innovation, and every element of the animal protein value chain. I grew up on a farm in Arizona, spent my early career with Elanco, Cargill, & McDonald’s before moving into the world of early stage startups.

I’m currently on the Merck Animal Health Ventures team. Prime Future is where I learn out loud. It represents my personal views only, which are subject to change…’strong convictions, loosely held’.

Thanks for being here,

Janette Barnard

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