News

AI-Powered Beef Farming: How Digital Twins Can Transform the UK’s Struggling Beef Industry 

The UK beef industry is under increasing pressure due to economic and environmental challenges, including low farm incomes, high greenhouse gas emissions, and inconsistent meat quality. While beef farming plays a vital role in British agriculture, it remains a major emitter of GHGs—globally accounting for over 60% of livestock-related emissions. UK grazing livestock farms earn just £23,000 annually on average, compared to £230,000 in dairy, with profitability further hindered by yield-based grading systems and supermarket-driven margins. Animal welfare concerns are also rising, with calf mortality rates as high as 6%, equating to an estimated 70,000 deaths per year nationwide. The sector’s inefficiency is largely attributed to its inability to adopt precision farming, which has modernised dairy and poultry industries. Industry analysts, including McKinsey, emphasize the urgent need for advanced technologies to improve productivity, animal health, feed efficiency, and emission tracking across the UK beef supply chain.

Efforts to improve sustainability in UK beef farming often create trade-offs, such as reduced productivity from emissions-reducing pasture modifications. The BeefTwin project seeks to overcome these limitations by driving a fundamental transformation across feed conversion, farming practices, and beef quality. By developing AI-powered Digital Twins for individual cattle, the project will move beyond traditional herd-level metrics to deliver real-time, animal-specific insights into growth, methane emissions, and welfare. Using data, simulation, and machine learning, BeefTwin aims to revolutionize beef farming with a more efficient, sustainable, and precise approach.

A celebration of research through art and insight—featured in NTU’s Images of Research competition

Captured by Zeng Fan, Twin Worlds of the Herd reveals how AI and thermal imaging are used to digitally monitor and improve the health, behavior, and environmental impact of cattle—merging technology with sustainable farming.

Below are selected journal articles and publications that highlight the research, innovation, and industry relevance behind BeefTwin’s technology.