AMERICAN ANGUS ASSOCIATION - THE BUSINESS BREED

Real-World Feedback

Herring and Allan on Data Informing Tools of Today, Tomorrow 

By Miranda Reiman, Director of Digital Content and Strategy

September 9, 2026

If it seems the world of beef genetics keeps changing at a faster and faster pace, you’re right.  

That can be attributed in part to advancements in genomic technology and in part to the adoption rate of that technology by Angus breeders, said William Herring, vice president of research and development at Cobb-Vantress, one of the world’s leading poultry genetics companies.  

Herring and Mark Allan, a beef and dairy genetic consultant, joined The Angus Conversation to discuss everything from genomic testing and artificial intelligence to commercial data and the importance of phenotypes. 

The Angus Conversation

With decades of experience across multiple species, they shared their view of changes in the genetic landscape — past, present and future. 

High-density chips were game changers a little over a decade ago.  

“What you saw with that was the ability to run faster became incredibly empowering,” Herring said. “It helps for discovery of additional traits, but the most powerful thing is really the rapid acceleration of genetic progress.” 

Of course, going quicker also means, “you can run faster in the wrong direction,” Herring cautioned. 

The Angus Conversation

Mark Allan

Allan noted parentage verification was the very first area where genomics made huge improvements in the herd right away.  

“What that did with heritability of traits and accuracy of pedigree on the impact of the genetic evaluations alone for any species was huge,” he said.  

That accuracy, in turn, helped the commercial users of those genetics. 

“A genomic-enhanced EPD takes out more risk in those mating decisions,” Allan said. “It’s not perfect by any means — genetic selection never has been — but it’s taking some risk out.” 

Looking to the future, artificial intelligence is already helping identify patterns and sort through huge volumes of data quicker, Herring said. But both men predict another big opportunity for the beef business is in closing the feedback loop by getting more data back from the users of Angus genetics.  

The Angus Conversation

William Herring

“You just simply can’t outrun the truth — you've got to know where you are to know where you’re going,” Herring said, emphasizing the importance of seeing the genetics out in production scenarios.   

Every single chick in their system is informative. Blood is taken shortly after hatching and the information is added to the database. The company gets data back from different farms and then evaluates the performance of those genetics in various environments. 

Allan says the beef industry would benefit from more commercial data in many ways, but especially as they try to make the best fit for multiple regions or management strategies. 

“Everybody can find the highest for whatever the index is or the biggest growth bull or whatever the Number 1 or top 1% is. But that’s maybe not the animals that you should be using in your management scheme to make you the most money,” he offered.  

Herring spoke as part of the Angus Genetics Inc. (AGI) Imagine Beef Genetics Forum in Kansas City in August. Scientists and producers alike gathered there to trade ideas on needs in the field and possible research and development that could solve those challenges.  

EPISODE NAME: Herring and Allan on Real-World Feedback Informing Tools of Today, Tomorrow  

Whether you’re excited about the possibility of change or are cautious about the pace, this episode will give you a lot of perspective on the way the genetic landscape is shifting in the beef industry. Bringing together two great minds with decades of experience across beef, dairy, swine and poultry, the discussion covers everything from genomic testing and artificial intelligence to commercial data and the importance of phenotypes. The discussion gives a lot of insight into ways the Angus breed can remain competitive now and in the future.  

HOSTS: Miranda Reiman and Mark McCully  

GUESTS:   

William Herring is the vice president of research and development at Cobb-Vantress, a leading global poultry genetics company. He leads the discovery efforts to accelerate genetic progress and introduce it at ascale in more than 100 countries. He leads a team of scientists, engineers and innovators with more than 30 years of experience and leadership in livestock and poultry genetic improvement. He obtained a bachelor's degree in animal science from Auburn University and a master's degree and doctorate in genetics from the University of Georgia. In his spare time, Herring enjoys helping with the genetic improvement program at this family's beef operation. 

Mark Allan is an independent consultant in beef and dairy cattle genetics, genomics and reproductive technologies. Raised in the Nebraska beef industry, Allan combines practical cattle production experience with advanced training in animal genetics. His career has included roles with purebred farms, the U.S. Meat Animal Research Center, Pfizer Animal Genetics and Trans Ova Genetics. Today, he works with seedstock and commercial producers, breed organizations and allied industry partners to apply data-driven genetic solutions that improve profitability and long-term herd performance. Allan also serves as an industry representative on the Angus Genetics Inc. (AGI) Board of Directors. He and his wife, Alise, live in Iowa, where they raised their two kids.   

RELATED LINKS: Exploring Next-Generation Phenotyping that Drives Commercial Profitability White Paper  

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