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Automated systems: Consistent owner maintenance equals long-term performance

Focusing on machine attention lists, sensor and machine cleanliness, monitoring cleaning agents and inspecting critical components helps prevent disruptions, protect milk quality and ensure consistent, reliable operation of automated systems.
March 31, 2026
Lance Brown

Consistent daily and weekly owner maintenance is necessary to get the most from automated milking, feeding or cleaning systems. Regular cleaning, inspecting and checking components prevents costly downtime, protects milk quality and reduces stress on cows and farmers.


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Spec smarter, don’t work harder

How the right machine features help dairies maximize labor efficiency.
March 13, 2026
Sam Ullyott

Here are the key features producers should look for when evaluating machines to support leaner teams.



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Your cow has a digital twin – what can she tell you?

Emerging technology from Dalhousie University uses on-farm data to create a cow’s digital twin. This twin can predict health events, test ration changes, improve environmental impacts and more.
March 3, 2026
Suresh Raja Neethirajan

A digital twin is a continuously updated virtual version of a real system. In dairy, that system might be an individual cow, a milking robot or the entire barn. The twin mirrors the real-time state of the animal or equipment it represents. When a cow walks to the feedbunk, her virtual counterpart records it. 


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Automated milking after tiestalls: New construction or retrofit?

Consider the pros and cons of new construction or retrofitting an automated milking system into an existing barn. Retrofits can be an attractive option financially, while new construction might be a worthwhile investment.
January 27, 2026
John Gerbitz

For Canadian farmers, regulatory compliance will limit the use of tiestall barns beginning in April 2027. If labour efficiency is motivating you, automated milking might be part of your plan. One of the first questions to answer is whether to retrofit milking robots into your existing tiestall barn or start over with a new facility.


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Project MooLogue: Giving voice to the voiceless and creating smarter, more profitable farms

Dalhousie University has developed an app that analyzes cow vocalizations using artificial intelligence and determines the cause for each.
October 30, 2025
Suresh Raja Neethirajan

If your cows could speak, would you listen? It’s the kind of question that makes people smile at first – a whimsical thought you might share over coffee. But for me, it became a serious challenge. If animals are constantly communicating, and we fail to hear them, what opportunities are we missing – not just for better welfare but for better farming?


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Myths surrounding spray drones

Before investing in spray drone technology, it is good to know their benefits and limitations.
September 25, 2025
Lucas Weber

Application drones are now a part of normal agricultural practices, but with new modern farming tools like these available, there are often many misconceptions. This technology requires practical thinking and a solid grasp on how it functions.


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Economics of spray drones

Calculate the costs and ROI of a spray drone through researching, education and strategy before investing in one.
June 18, 2025
Lucas Weber

Application drones are a very exciting advancement to the drone industry. Like any equipment, we want to see how this type of investment pencils out – starting with an understanding of the fixed/variable overhead costs to see if it fits on your operation and what the return on investment (ROI) is on a piece of equipment such as a spray drone.


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AI for A.I.: 6 AI-based benefits for breeding programs

Artificial intelligence (AI) is revolutionizing dairy farming by optimizing breeding decisions, predicting genetic outcomes, identifying hidden issues, and improving herd health and productivity, ultimately transforming the industry for smarter, data-driven decisions.
May 22, 2025
Shari Van de Pol

Using the best tools available to get the most out of your breeding program is key – and we know that artificial intelligence (AI) is helping us make smarter, more data-driven decisions that ultimately improve the health, fertility and productivity of our herds. Here’s a sneak peek at some of the things to come, and things that groups like ours are working on now.



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Is it time to upgrade your milking robots?

Preparation, research and patience are keys to a successful milking robot upgrade.
May 19, 2025
John Gerbitz

I asked ChatGPT whether farmers should upgrade their automated milking systems. The artificial intelligence (AI) answer was, “If the current system is outdated and requires frequent repairs; if newer technology offers clear efficiency, milk yield or labor savings; if financing options make the investment viable.” Those are good answers. I talked to several real farmers and got better answers.


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Go with your goals: How to choose the right cow flow system for your automated milking barn

There are several options when it comes to designing an automated milking barn, including free-flow traffic, guided-flow traffic, modified guided-flow traffic and batch milking. Consider the pros and cons of each and how they align with your dairy's goals before making a final decision.
May 8, 2025
Stephanie Dillon

A great feature of automated milking systems is the flexibility they can offer in terms of cow flow. For every producer interested in automated milking, the philosophy of, “If you can imagine it, it can become reality,” holds true, as there are a variety of cow traffic setups that can be used to help producers meet their goals.



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