Northern Ireland farms embrace AI and tech transformation
Farmers in Northern Ireland adopt AI cameras, automated milking robots, and high-speed broadband to boost efficiency and cut inputs.

Stock photo for illustration only, not from the actual event
- George McMaster uses AI cameras to monitor his 300-strong cattle herd
- Caleb Howard utilizes robotic milking machines and high-speed broadband
- Robert Smyth manages his dairy farm operations using the FarmDrive app
- Harry Ferguson revolutionized farming a century ago with tractor linkage systems
George McMaster's farming career began with milking eight cows in a traditional byre, relying solely on his eyesight to spot health issues among his cattle. Although he still watches over his now 300-strong herd, the method has transformed completely through a video feed from an AI camera installed in the milking parlour on his farm near Islandmagee, County Antrim.
The device uses an algorithm to assign a unique ID to every cow, record a daily short video, analyse the footage, and flag health changes before they become visible to human eyes. Jack, George's son who is preparing to take over the farm, embraced the opportunity to adopt the CattleEye application after a local developer approached them.

Stock photo for illustration only, not from the actual event
Meanwhile, Caleb Howard manages his 90 Jersey cows on a farm near Coagh, County Tyrone, using modern automation. The cows filter in and out of a robotic milking machine whenever they choose, rather than being rounded up at rigid times. Howard believes the entire industry is shifting toward robotics to maximize operational efficiency.
Historically, however, rural locations like Tyrone faced distinct infrastructure hurdles. The deployment of high-speed broadband via Project Stratum proved to be a game-changer, enabling Howard to open an on-site farm shop equipped with electronic payment systems. Colin Hutchinson from Fibrus, the company that delivered the project, noted that being online has generated a massive economic impact.
The transition from traditional agriculture to AI-griculture illustrates how advanced technology extends far beyond urban centers. By deploying high-speed digital infrastructure in rural regions, small-scale farmers can optimize resource management, reduce operational overhead, and connect directly with digital marketplaces, bridging the rural connectivity gap.
Robert Smyth oversees a 100-dairy cow herd in another rural area near Randalstown, County Antrim, and has relied on the FarmDrive app for four years to streamline business records including medicine logs and meal tracking for inspections.
"The AI really should be looking towards how to manage your farm better and how to reduce your inputs and increase your outputs."
Robert Smyth
Developer Gareth McDonald, who comes from an agricultural background and studied computer science, describes FarmDrive as Facebook for cows, giving every animal a dedicated profile with unified records. Despite his passion for innovation, he maintains that technology will not replace human workers.
Nearly a century ago, County Down native Harry Ferguson transformed global farming by inventing the tractor linkage system still in use today. Former Ulster Farmers' Union president Ian Marshall views artificial intelligence as a similarly revolutionary force for data-driven sustainability.
Source: BBC Science & Environment
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