Current Status of Smart Technology Applications and Food Safety Implications in Precision Millet Fermentation: A Critical Review

Millet fermentation has gained significant attention due to its numerous health benefits, owing to its higher dietary fiber and gluten-free properties, making it suitable for celiacs, individuals with diabetes, and higher heart risk due to its low glycemic index and low-calorie content. This review critically highlights the current knowledge available about the potential smart technologies in millet fermentation, offering insights into food safety and quality concerns. A thorough literature search was conducted based on recent studies demonstrating the smart fermentation technologies in millet. The findings of this review suggested that the application of smart technologies in millet fermentation can improve precision and efficiency of fermentation process optimization, yield enhancement, and functional attributes. However, only limited applications of smart technologies were employed for millet fermentation, and more advanced and optimized technologies are yet to be explored and implemented for better outcomes. The current millet fermentation studies are mostly of concern towards the beneficial microorganisms, compromising the potential threats of pathogenic organisms if fermentation conditions are not maintained. Integrating advanced machine learning, modeling, and hazard analysis during the fermentation process would lead to attaining safety against contaminants, microbial contamination, toxins, and hazards in millet-based fermented products with assured quality.

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Publication Details

Journal
Journal of Food Science
Published
2026-04-30
DOI
https://doi.org/10.1111/1750-3841.71085
Primary Topic
Probiotics and Fermented Foods
Type
article
Field-Weighted Citation Impact
0.00
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article

Current Status of Smart Technology Applications and Food Safety Implications in Precision Millet Fermentation: A Critical Review

Gitanjali Jothiprakash, Karthikeyan Subburamu, Saima Debbarma, Harsimranjeet Kaur et al.
Journal of Food Science
Probiotics and Fermented Foods
article

Current Status of Smart Technology Applications and Food Safety Implications in Precision Millet Fermentation: A Critical Review

Gitanjali Jothiprakash, Karthikeyan Subburamu, Saima Debbarma, Harsimranjeet Kaur, Salswkang Debbarma, Veeranan Arun Giridhari, Evarin Debbarma, Samson Debbarma, Alberto Fiore
article en

Abstract

Millet fermentation has gained significant attention due to its numerous health benefits, owing to its higher dietary fiber and gluten-free properties, making it suitable for celiacs, individuals with diabetes, and higher heart risk due to its low glycemic index and low-calorie content. This review critically highlights the current knowledge available about the potential smart technologies in millet fermentation, offering insights into food safety and quality concerns. A thorough literature search was conducted based on recent studies demonstrating the smart fermentation technologies in millet. The findings of this review suggested that the application of smart technologies in millet fermentation can improve precision and efficiency of fermentation process optimization, yield enhancement, and functional attributes. However, only limited applications of smart technologies were employed for millet fermentation, and more advanced and optimized technologies are yet to be explored and implemented for better outcomes. The current millet fermentation studies are mostly of concern towards the beneficial microorganisms, compromising the potential threats of pathogenic organisms if fermentation conditions are not maintained. Integrating advanced machine learning, modeling, and hazard analysis during the fermentation process would lead to attaining safety against contaminants, microbial contamination, toxins, and hazards in millet-based fermented products with assured quality.

Journal of Food ScienceVol. 91(5)
Tamil Nadu Agricultural University (IN), Mizoram University (IN), National Institute of Technology Agartala (IN), Edinburgh Napier University (GB), Indian Institute of Technology Jammu (IN), Abertay University (GB)
Zero hunger
Openalex Percentile: Top 12%
Probiotics and Fermented Foods
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