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Home » Authors » Katie Raver
Katie Raver

Katie Raver

Animal Nutrition Technical Services Director / Rock River Laboratory
Email Katie Raver
Articles

ARTICLES

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Does forage quality have an equation?

Yield and quality can increase together with good management. By targeting the nutrients that drive TDN, producers can feed more high‑quality forage, strengthen rumen function and capture economic gains.
May 31, 2026
Katie Raver

Defining forage quality for your operation sets the benchmark needed for ongoing ration improvement.


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Feed variability outlook: Maximizing nutritional consistency

Frequent sampling and averaging improve accuracy, enabling better ration adjustments, reduced risk and increased profitability despite inevitable nutrient fluctuations.
May 19, 2026
Katie Raver

Feed costs are the largest contributor to total costs on a farm, so identifying opportunities to optimize feed ingredients without sacrificing nutrition to the cow should garner appropriate attention. However, very few resources are available to help us check and predict feed variability.


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Putting data in the driver's seat

With proper strategy and planning, putting data in the driver’s seat can take dairies to the next level.
February 11, 2026
Katie Raver

Although it has become commonplace in our standard daily routines, we don’t think about all the ways AI tools are and can be utilized on dairy operations. These powerful tools can not only simplify day-to-day tasks, but they can also help drive decision-making and profitability.



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Considerations for balancing a fat budget

Understanding the digestibility of fatty acids can help fine-tune our ration costs and identify where we can find nutritional and economic opportunities.
August 28, 2025
Katie Raver

While there is still opportunity to further fine-tune the fat budget in our rations as research is devoted in this area, current tools give greater insight as to what strategies are working and which need further adjustments. Who knows, maybe someday balancing our rations with fat will be as easy as balancing that checkbook.


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The data TMR: From silos to mixed rations

Dairies and consults should consider how technology can be integrated with existing datasets to leverage the information to its full extent. The goal should be finding a way to turn individual data silos into a data TMR.
April 3, 2025
Katie Raver

Just as feed handling and management has evolved greatly over the last 50 years, the same will be true about data management as we move into the future. Identifying all of the data silos on farms and working to integrate them into a singular dataset will empower dairies to make more informed decisions that yield more substantial results quicker.


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Next-generation analytics for next-generation forages

Well-managed forage programs are a key aspect of any dairy operation, and tools such as MILK2024 are valuable metrics to help make decisions on both the quality and quantity of feed harvested.
January 3, 2025
Katie Raver

Well-managed forage programs are a key aspect of any dairy operation, and tools such as MILK2024 are valuable metrics to help make decisions on both the quality and quantity of feed harvested. As technology implementation increases, it is critical to assess what works for an operation and what doesn’t. Understanding the potential impact of these decisions on milk production can help producers do just that. 


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The variability nesting dolls

Manage starch digestibility to help ensure rations meet expected values and make the most out of purchased and homegrown feeds.
October 14, 2024
Katie Raver

Although managing starch digestibility may feel like uncovering the center in a never-ending set of nesting dolls, there are many tools available to help us start to break this down. Doing so can help ensure that rations meet expected values and help farmers make the most out of purchased and homegrown feeds. It can also shed light on opportunities to improve starch digestion and ensure we aren’t missing out on valuable energy.



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Unlock cows’ full potential through consistency

Taking small steps like monitoring mixed accuracy, evaluating tolerance limits and maintaining an appropriate sampling schedule on-farm can help improve feed consistency.
May 14, 2024
Katie Raver

High-performing dairy cattle can be likened to high-performing athletes, and their ability to perform to their full potential is also tied to their routine’s consistency. From milking to feeding, our steadiness on the farm is an important part of herd success.


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No crystal ball needed to plan for the future

Whether the U.S. cow herd starts growing in the next year or not, you can know how to prepare for your feed and nutrition needs by knowing what your operation’s short-term growth plan looks like.
February 14, 2024
Katie Raver

There are many different opinions regarding the U.S. cattle herd and what 2024 will hold for inventory levels. While some believe rapid regrowth is right around the corner and even underway, others are hesitant that regrowth of the herd from historic lows will be a slow and potentially delayed process.


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Painting the picture with big data

Big data is extremely useful because it helps paint a picture of what is really happening on farms. In a sense, it’s like paint by numbers.
February 14, 2024
Katie Raver

Big data is extremely useful because it helps paint a picture of what is really happening on farms. In a sense, it’s like paint by numbers. Each data point we collect is a number that must be filled in.


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View All Articles by Katie Raver
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