Food Protection Trends - July/August 2020 - 272

GENERAL INTEREST PAPER

Artificial Intelligence Opportunities to Improve
Food Safety at Retail
Adam Friedlander1 and Claire Zoellner2*
1

FMI, 2345 Crystal Drive Suite 800, Arlington, VA 20002, USA

2

iFoodDecisionSciences, Inc., 10400 N.E. 4th St., Suite 500, Bellevue, WA 98004, USA

SUMMARY
Food retailers drive food safety programs throughout the
supply chain, within their stores, and across e-commerce platforms to mitigate the risk of foodborne illness for consumers.
Delivery of food safety from the producer through retail
requires strong food safety culture, reliable data, robust database management, and technical expertise. Artificial intelligence (AI) has been proposed for its potential to advance and
transform food safety practices and outcomes. This article
aims to introduce AI terminology and definitions to a food
safety audience and to outline the opportunities, challenges,
and ethical considerations when adopting AI-based technologies at retail. For food safety at retail, the applications of
AI presented here are categorized as vision, text, interactive,
analytical, or functional-based solutions. As AI capabilities
continue to develop, food safety professionals will have a
role in shaping the tools and algorithms that are adopted
across the food industry, including at the retail sector. AI can
strengthen food safety but, to be successful, will require strategic collaborations across the supply chain, including with
technology providers, regulators, and academics.
OVERVIEW
The retail food industry employs more than 6 million
people and contributes $800 billion USD to the U.S.
economy (8). Retailers are responsible for the food safety
of all products sold in their facilities. This responsibility
includes sourcing food from suppliers with validated food
safety practices, developing strong food safety programs
within retail facilities, and providing consumers with
fundamental food safety information to reduce their
likelihood of foodborne illness. In the United States, 93%
of shoppers trust food retailers to sell safe food and remove
specific products when recalls and outbreaks are announced
(7, 9). Single-store independent operators, traditional brickand-mortar grocery stores, multinational supermarket chains,
e-commerce delivery platforms, and producers all provide
consumers with abundant food choices but must evolve the
methods employed to prevent, predict, and, when necessary,
respond to harmful food safety events. It is strategic for
retailers to understand how new technology and research can
be used to improve food safety programs and response time,
272

Food Protection Trends July/August

in addition to promoting diverse employment opportunities
and expanding leadership capacities.
The 2019 International Association for Food Protection
(IAFP) Annual Meeting in Louisville, Kentucky, convened
two symposia on the topic of artificial intelligence (AI)
within the food industry, titled "Impact of Robotics and
Artificial Intelligence on Food Safety" and "Artificial
Intelligence and Machine Learning: What They are and
Their Potential Applications for Food Safety." Both symposia
introduced how these technologies could be considered to
improve food safety outcomes for different segments of the
food industry. This article builds upon one presentation from
the conference focused on surveying emerging AI technology
relevant to retail food safety issues and analyzing the role
food safety professionals should play in development and
implementation of new food safety tools involving AI.
Leveraging AI-based technology to create a safer food
supply will require food safety professionals from retail to
collaborate with strategic partners. For example, in some
areas of the industry, data needed to identify and prevent
contamination may be lacking or unavailable for retailers.
Other areas may be so data rich that retailers alone are
unable to process it in a meaningful way to prevent product
contamination or proliferation of an outbreak. Food
safety should be considered in the design and integration
of AI and robotic solutions, especially as the solutions
for food retail progress from individual tasks to broader
capabilities. Therefore, the goal of this article is to facilitate
communication between the food and technology industries
on where and how AI tools can be applied to gain experience
and/or learn about managing food safety risks at retail.
BACKGROUND
Within the past decade, growing global interest in AI and
business automation, due in part to increased access to and
generation of data and advances in computing power, has
sparked new research, investment, and applications across
many industrial and service sectors, including the food
industry. Whereas AI scientists are proficient in problem
solving, food safety subject matter expertise and access
to quality data are the underpinnings of AI tools that will
provide meaningful solutions to retail food safety challenges.


http://www.foodprotection.org/files/food-protection-trends/jul-aug-20-genint-friedlander.pdf

Food Protection Trends - July/August 2020

Table of Contents for the Digital Edition of Food Protection Trends - July/August 2020

Consumption Data and Consumer Handling Practices of Leafy Greens in the City of São Paulo, Brazil: Useful Information for Quantitative Microbiological Consumer Phase Risk Assessments
Spatial Distribution and Characteristics of Restaurant Inspection Results in Toronto, Ontario, 2017–2018
Occupational Health and Food Safety Risks in Ilorin, Northcentral Nigeria: A Cross-sectional Survey of Slaughterhouse Workers
Manufacture of Traditionally Fermented Vegetable Products: Best Practice for Small Businesses and Retail Food Establishments
Beyond the Bio
PDG Highlight
General Interest Paper
General Interest Paper
Industry Products
Coming Events
Food Protection Trends - July/August 2020 - Cover1
Food Protection Trends - July/August 2020 - Cover2
Food Protection Trends - July/August 2020 - 217
Food Protection Trends - July/August 2020 - 218
Food Protection Trends - July/August 2020 - 219
Food Protection Trends - July/August 2020 - 220
Food Protection Trends - July/August 2020 - 221
Food Protection Trends - July/August 2020 - 222
Food Protection Trends - July/August 2020 - 223
Food Protection Trends - July/August 2020 - Consumption Data and Consumer Handling Practices of Leafy Greens in the City of São Paulo, Brazil: Useful Information for Quantitative Microbiological Consumer Phase Risk Assessments
Food Protection Trends - July/August 2020 - 225
Food Protection Trends - July/August 2020 - 226
Food Protection Trends - July/August 2020 - 227
Food Protection Trends - July/August 2020 - 228
Food Protection Trends - July/August 2020 - 229
Food Protection Trends - July/August 2020 - 230
Food Protection Trends - July/August 2020 - 231
Food Protection Trends - July/August 2020 - Spatial Distribution and Characteristics of Restaurant Inspection Results in Toronto, Ontario, 2017–2018
Food Protection Trends - July/August 2020 - 233
Food Protection Trends - July/August 2020 - 234
Food Protection Trends - July/August 2020 - 235
Food Protection Trends - July/August 2020 - 236
Food Protection Trends - July/August 2020 - 237
Food Protection Trends - July/August 2020 - 238
Food Protection Trends - July/August 2020 - 239
Food Protection Trends - July/August 2020 - 240
Food Protection Trends - July/August 2020 - Occupational Health and Food Safety Risks in Ilorin, Northcentral Nigeria: A Cross-sectional Survey of Slaughterhouse Workers
Food Protection Trends - July/August 2020 - 242
Food Protection Trends - July/August 2020 - 243
Food Protection Trends - July/August 2020 - 244
Food Protection Trends - July/August 2020 - 245
Food Protection Trends - July/August 2020 - 246
Food Protection Trends - July/August 2020 - 247
Food Protection Trends - July/August 2020 - 248
Food Protection Trends - July/August 2020 - 249
Food Protection Trends - July/August 2020 - 250
Food Protection Trends - July/August 2020 - Manufacture of Traditionally Fermented Vegetable Products: Best Practice for Small Businesses and Retail Food Establishments
Food Protection Trends - July/August 2020 - 252
Food Protection Trends - July/August 2020 - 253
Food Protection Trends - July/August 2020 - 254
Food Protection Trends - July/August 2020 - 255
Food Protection Trends - July/August 2020 - 256
Food Protection Trends - July/August 2020 - 257
Food Protection Trends - July/August 2020 - 258
Food Protection Trends - July/August 2020 - 259
Food Protection Trends - July/August 2020 - 260
Food Protection Trends - July/August 2020 - 261
Food Protection Trends - July/August 2020 - 262
Food Protection Trends - July/August 2020 - 263
Food Protection Trends - July/August 2020 - Beyond the Bio
Food Protection Trends - July/August 2020 - 265
Food Protection Trends - July/August 2020 - 266
Food Protection Trends - July/August 2020 - PDG Highlight
Food Protection Trends - July/August 2020 - General Interest Paper
Food Protection Trends - July/August 2020 - 269
Food Protection Trends - July/August 2020 - 270
Food Protection Trends - July/August 2020 - 271
Food Protection Trends - July/August 2020 - General Interest Paper
Food Protection Trends - July/August 2020 - 273
Food Protection Trends - July/August 2020 - 274
Food Protection Trends - July/August 2020 - 275
Food Protection Trends - July/August 2020 - 276
Food Protection Trends - July/August 2020 - 277
Food Protection Trends - July/August 2020 - 278
Food Protection Trends - July/August 2020 - 279
Food Protection Trends - July/August 2020 - 280
Food Protection Trends - July/August 2020 - 281
Food Protection Trends - July/August 2020 - 282
Food Protection Trends - July/August 2020 - 283
Food Protection Trends - July/August 2020 - Industry Products
Food Protection Trends - July/August 2020 - 285
Food Protection Trends - July/August 2020 - 286
Food Protection Trends - July/August 2020 - 287
Food Protection Trends - July/August 2020 - Coming Events
Food Protection Trends - July/August 2020 - Cover3
Food Protection Trends - July/August 2020 - Cover4
https://www.nxtbook.com/nxtbooks/trilix/fpt_20250102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20241112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20240910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20240708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20240506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20240304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20240102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20231112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20230910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20230708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20230506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20230304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20230102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20221112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20220910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20220708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20220506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20220304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20220102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20211112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20210910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20210708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20210506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20210304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20210102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20201112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20200910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20200708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20200506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20200304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20200102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20191112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20190910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20190708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20190506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20190304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20190102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20181112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20180910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20180708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20180506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20180304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20180102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20171112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20170910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20170708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20170506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20170304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20170102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20161112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20160910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20160708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20160506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20160304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20160102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20151112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20150910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20150708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20150506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20150304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20150102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20141112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20140910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20140708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20140506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20140304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20140102
https://www.nxtbook.com/nxtbooks/trilix/fpt_20131112
https://www.nxtbook.com/nxtbooks/trilix/fpt_20130910
https://www.nxtbook.com/nxtbooks/trilix/fpt_20130708
https://www.nxtbook.com/nxtbooks/trilix/fpt_20130506
https://www.nxtbook.com/nxtbooks/trilix/fpt_20130304
https://www.nxtbook.com/nxtbooks/trilix/fpt_20130102
https://www.nxtbook.com/nxtbooks/trilix/fpt_201212
https://www.nxtbook.com/nxtbooks/trilix/fpt_201211
https://www.nxtbook.com/nxtbooks/trilix/fpt_201210
https://www.nxtbook.com/nxtbooks/trilix/fpt_201209
https://www.nxtbook.com/nxtbooks/trilix/fpt_201208
https://www.nxtbook.com/nxtbooks/trilix/fpt_201207
https://www.nxtbook.com/nxtbooks/trilix/fpt_201206
https://www.nxtbook.com/nxtbooks/trilix/fpt_201205
https://www.nxtbook.com/nxtbooks/trilix/fpt_201204
https://www.nxtbook.com/nxtbooks/trilix/fpt_201203
https://www.nxtbook.com/nxtbooks/trilix/fpt_201202
https://www.nxtbook.com/nxtbooks/trilix/fpt_201201
https://www.nxtbook.com/nxtbooks/trilix/fpt_201112
https://www.nxtbook.com/nxtbooks/trilix/fpt_201111
https://www.nxtbook.com/nxtbooks/trilix/fpt_201110
https://www.nxtbook.com/nxtbooks/trilix/fpt_201109
https://www.nxtbook.com/nxtbooks/trilix/fpt_201108
https://www.nxtbook.com/nxtbooks/trilix/fpt_201107
https://www.nxtbook.com/nxtbooks/trilix/fpt_201106
https://www.nxtbook.com/nxtbooks/trilix/fpt_201105
https://www.nxtbook.com/nxtbooks/trilix/fpt_201104
https://www.nxtbook.com/nxtbooks/trilix/fpt_201103
https://www.nxtbook.com/nxtbooks/trilix/fpt_201102
https://www.nxtbook.com/nxtbooks/trilix/fpt_201101
https://www.nxtbook.com/nxtbooks/trilix/fpt_201012
https://www.nxtbook.com/nxtbooks/trilix/fpt_201011
https://www.nxtbook.com/nxtbooks/trilix/fpt_201010
https://www.nxtbook.com/nxtbooks/trilix/fpt_201009
https://www.nxtbook.com/nxtbooks/trilix/fpt_201008
https://www.nxtbook.com/nxtbooks/trilix/fpt_201007
https://www.nxtbook.com/nxtbooks/trilix/fpt_201006
https://www.nxtbook.com/nxtbooks/trilix/fpt_201005
https://www.nxtbook.com/nxtbooks/trilix/fpt_201004
https://www.nxtbook.com/nxtbooks/trilix/fpt_201003
https://www.nxtbook.com/nxtbooks/trilix/fpt_201002
https://www.nxtbook.com/nxtbooks/trilix/fpt_201001
https://www.nxtbook.com/nxtbooks/trilix/fpt_200912
https://www.nxtbook.com/nxtbooks/trilix/fpt_200911
https://www.nxtbook.com/nxtbooks/trilix/fpt_200910
https://www.nxtbook.com/nxtbooks/trilix/fpt_200909
https://www.nxtbook.com/nxtbooks/trilix/fpt_200908
https://www.nxtbook.com/nxtbooks/trilix/fpt_200907
https://www.nxtbook.com/nxtbooks/trilix/fpt_200906
https://www.nxtbook.com/nxtbooks/trilix/fpt_200905
https://www.nxtbook.com/nxtbooks/trilix/fpt_200904
https://www.nxtbook.com/nxtbooks/trilix/fpt_200903
https://www.nxtbook.com/nxtbooks/trilix/fpt_200902
https://www.nxtbook.com/nxtbooks/trilix/fpt_200901
https://www.nxtbook.com/nxtbooks/trilix/fpt_200812
https://www.nxtbook.com/nxtbooks/trilix/fpt_200811
https://www.nxtbook.com/nxtbooks/trilix/fpt_200810
https://www.nxtbook.com/nxtbooks/trilix/fpt_200809
https://www.nxtbook.com/nxtbooks/trilix/fpt_200808
https://www.nxtbook.com/nxtbooks/trilix/fpt_200807
https://www.nxtbookmedia.com