The potential of artificial intelligence in the meat industry
Abstract
This review considers the potential of artificial intelligence (AI) technologies in meat science and the meat processing industry, including its application in livestock and poultry farming, meat production, sensory evaluation, and personalized nutrition. The review presents approaches to classification of AI technologies used in the food industry and provides their characteristics, description of their constituent components, technical concepts and practical applications. AI is an important tool of support in the food industry and animal husbandry. The review thoroughly examines the application of AI in processing plants: 1) for quality control and sorting (computer vision); 2) for food safety improving (machine learning); 3) for optimizing the production lines (forecasting analytics), as well as in animal husbandry: 1) real-time health monitoring; 2) supervision over the animals’ living conditions; 3) feeding optimization. In addition, the review pays special attention to AI using for authentication, identification, classification, and forecasting of the meat products. The development of technologies and the expansion of AI application scenarios in the meat industry will keep expanding. However, despite the significant benefits of AI applications, the article highlights several issues, challenges and limitations that AI encounters, such as privacy and security issues, technical complexity, and integration with the traditional methods of food processing. Nevertheless, technology of artificial intelligence possesses great potential in livestock farming and meat processing for increasing productivity, ensuring product quality and safety, and streamlining management. AI’s potential will enable more efficient, safe, and sustainable development to provide consumers with high-quality food products
Fields of Study & Subjects
Food Supply Chain Traceability
Meat and Animal Product Quality
Effects of Environmental Stressors on Livestock
Publication details
- Journal / source
- Theory and practice of meat processing
- Publisher
- The Gorbatov's All-Russian Meat Research Institute
- Volume
- 11
- Issue
- 1
- Pages
- 4–34
- Publication date
- 4 April 2026
- Language
- RU