---
title: "AI and food safety: promises and obstacles — Marsanne Studio AI watch"
description: "An expert explains that AI speeds up outbreak detection and food recalls, but is held back by cost, data and incomplete governance."
url: "https://marsanne.studio/en/ai-watch/ai-and-food-safety-promises-and-d60b5a/"
lang: "en"
---

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Analysis · 8 September 2026

# AI and food safety: promises and obstacles

Original title, in French: “IA et sécurité alimentaire : promesses et obstacles”

**Publication**

Brief IA (France)

**Author**

[Tom Levy](https://www.briefia.fr/auteur/tom-levy)

**Published on**

8 September 2026 · read in the page structured data

## Summary

Willette M. Crawford, a food safety consultant and co-founder of Katalyst Agricultural Solutions, describes the use of AI in outbreak detection and food recall management. In her view, AI speeds up the analysis of massive datasets and links scattered systems, without detecting pathogens itself. She points to the lack of a comprehensive regulatory framework dedicated to AI in food safety, the fragmentation of the global supply chain and the prohibitive cost of these tools for many players. Adoption remains at an early stage and concentrated among certain large companies, while smaller businesses and producers are held back by the cost and time required for implementation. She states that the benefits depend first on the prior digitisation of data, and that the rise in recalls reflects better risk detection rather than increased risk.

Summary based on the full text of the article.

[Read the article on Brief IA →](https://www.briefia.fr/article/ia-et-securite-alimentaire-promesses-et-obstacles)

## Classification

**Country**

United States

**Company size**

Large companies, Micro-businesses

**Industries**

Agriculture and food production

**Companies**

Katalyst Agricultural Solutions (cited)

**Keywords**

food safety, product recalls, outbreak detection, data quality, digitisation, AI governance

Entry written by Marsanne Studio from the cited article, with the help of an AI model (claude-sonnet-5). The rights to the article and its illustrations belong to Brief IA and its author. Entry translated from French by Claude Sonnet 5.5.