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NC State tackles livestock feed costs with AI, advanced sensors

Healthy, affordable feed is key to the vitality of North Carolina’s $14 billion livestock and poultry production industry. At North Carolina State University, researchers have embarked on a new project designed to help feed mills lower costs while optimizing nutrition.

With seed funding from the N.C. Plant Sciences Initiative, an interdisciplinary team is studying ways to use low-cost, real-time sensors paired with artificial intelligence to make feed milling more precise.

Producing high-quality animal feed relies on effectively sourcing, processing and mixing of plant-based ingredients to meet animals’ nutritional needs for amino acids, energy, protein, lipids and minerals. Currently, many of North Carolina’s 130-plus feed mills rely on historical data about the ingredients, adjusting mixtures from week to week or every two weeks.

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Decoding Pig Performance With AI And Transcriptomics - Dr. Maria Walsh

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The Swine it Podcast Show, Dr. Maria Walsh, Chief Operating Officer at Biofractal, explains how transcriptomics and AI are helping swine producers better understand the gap between genetic potential and commercial performance. Dr. Walsh discusses metabolic efficiency, disease resilience, PRRS challenges, and practical on-farm biological insights using blood samples and AI-powered analysis. She also explains how nutrition, health, and production data can work together to improve decision-making. Listen now on all major platforms!

"Gene expression data provides biological insight into how pigs respond to nutrition, stress, and health challenges before visible production losses occur."