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Food industry leaders shared that they recognize the potential benefits of pooling confidential food safety data, such as strengthening predictive modeling and enabling earlier identification of emerging risks, but concerns about trust, liability, confidentiality, and competitive disadvantage continue to hinder data-sharing.

Foodborne illness prevention does not happen by chance. It depends on a workforce that is trained, credentialed, data-enabled, and supported by coordinated federal investment. These are the conditions that allow prevention to occur consistently across jurisdictions and over time—and current workforce research suggests each is under pressure.

The question is no longer whether AI will enter food safety and GMP environments; it already has. The more important question is how it can be used without weakening the controls on which these systems depend.

Root cause analysis can turn routine food safety deviations into opportunities to identify systemic weaknesses, strengthen preventive controls, and reduce the likelihood of recurrence.

In a new publication, FAO authors argued that robust scientific evidence and clear risk communication are essential to effective food safety decision-making, and highlighted challenges posed by emerging technologies like AI, social media misinformation, and the framing of scientific information.

Developing an effective HACCP program requires more than following the seven principles. Management commitment, document control, prerequisite programs, training, and other foundational elements are essential to building and maintaining a robust HACCP system.

Recall activity in 2026 is sending a clear message that the industry is not facing isolated failures, but rather recurring breakdowns in the systems designed to prevent them. Manufacturers must prioritize four critical areas to minimize the risk of product contamination and recalls heading into 2027.

As discussed at the 2024 Global Food Safety Symposium at Michigan State University, resilient food safety systems are not built by one technology, one regulation, or one training program. They come from sustained investment in people, partnerships, scientific excellence, and institutions that can respond to evolving risks.

Many organizations continue to approach food safety primarily as a compliance exercise rather than as an embedded part of everyday operations. This article considers an approach where HACCP is treated as an active and evolving management system rather than an annual event.

Food safety, once considered the responsibility of technical and production functions, should be recognized as a company-wide, end-to-end business imperative. At the same time, food safety risk management is becoming increasingly complex and represents a growing threat to food companies, and should be regularly addressed by the Board of Directors.