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Midwest Poultry Processors Would Be Affected By New Salmonella Standards

Midwest Poultry Processors Would Be Affected By New Salmonella Standards

The U.S. Department of Agriculture is proposing new regulations that would force food processors to reduce the amount of salmonella bacteria found in some raw chicken products or risk shutdowns. The proposed USDA rules announced Monday would declare salmonella an adulterant — a contaminant that can cause food-borne illness — in breaded and stuffed raw chicken products. That includes many frozen foods found in grocery stores that appear to be cooked through but are only heat-treated to set the batter or breading. The Centers for Disease Control and Prevention says the salmonella bacteria sickens 1.3 million Americans each year, puts 26,000 in hospitals and causes 420 deaths.

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What Successful AI Implementation Looks Like in the Protein Industry | Ben Allen, CEO of BinSentry

Video: What Successful AI Implementation Looks Like in the Protein Industry | Ben Allen, CEO of BinSentry

In this conversation, Ben Allen, CEO of BinSentry, explores what separates successful AI implementation from early experimentation across the protein industry. As producers begin integrating artificial intelligence into their operations, the most effective implementations share common themes: strong data foundations, practical use cases, and a focus on solving real operational challenges. Ben discusses why data quality and integration are essential for AI to deliver meaningful results, and why technology alone is not enough. Successful adoption also depends heavily on people, training, and company culture, ensuring teams understand how to use new tools and trust the insights they provide. Looking ahead, the conversation highlights the steps protein producers can take today—from improving data infrastructure to embracing digital tools—to position their operations for long-term success in an increasingly AI-driven industry.