Artificial Intelligence In Retail Market
Artificial Intelligence (AI) in Retail Market - Global Size, Share, Trend Analysis, Opportunity and Forecast Report, 2019–2029, Segmented By Offerings (Solution, Service); By Technology (Machine Learning (ML), Natural Language Processing (NLP), Computer Vision); By Application (Automated Merchandising, Programmatic Advertising, Market Forecasting, In-Store AI & Location Optimization, Data Science); By Region (North America, Europe, Asia Pacific, Latin America, Middle East and Africa)
- Published Date: April 2023
- Report ID: BWC23281
- Available Format: PDF
- Page: 400
Report Overview
A growing demand for personalized shopping experiences, increasing competition among retailers, and rising advancements in AI technology are projected to propel the expansion of global artificial intelligence (AI) in retail market during the forecast period between 2023 and 2029.
Global Artificial Intelligence (AI) in Retail Market - Industry Trends & Forecast Report, 2029
Global artificial intelligence (AI) in retail market size was estimated at USD 6.21 billion in 2022. During the forecast period between 2023 and 2029, the size of global artificial intelligence in retail market is projected to grow at a CAGR of 30.33% reaching a value of USD 39.35 billion by 2029. Major growth drivers for global artificial intelligence (AI) in retail market include increase in internet users and smart device usage, heightened awareness of AI, big data, and analytics, and government efforts to promote digitization. Also, the adoption of omnichannel retailing tactics, unexplored prospects for boosting sales efficiency, the drive for enterprises to streamline their business processes, and the desire to improve end-user experience and capitalize on market trends are all contributing to the expansion of the global artificial intelligence (AI) in retail market.
Global Artificial Intelligence (AI) in Retail Market – Overview
Global artificial intelligence (AI) in retail market refers to the application of advanced technologies, such as machine learning (ML), natural language processing (NLP), and computer vision, to improve the efficiency, accuracy, and effectiveness of various retail operations. The use of AI in the retail industry enables retailers to gain insights into consumer behavior and preferences, optimize inventory and supply chain management, enhance customer engagement, and deliver personalized shopping experiences. The market encompasses AI-powered software, platforms, and services designed to automate and streamline retail operations, including sales forecasting, inventory management, demand planning, customer service, and marketing. The AI in retail market is experiencing significant growth due to the increasing adoption of advanced technologies, the proliferation of e-commerce, and the growing demand for innovative retail solutions that enhance productivity, profitability, and customer satisfaction.
Global Artificial Intelligence (AI) in Retail Market
Growth Drivers
Increasing Recognition of AI and Big Data & Analytics
Retailers worldwide are facing several challenges, including rising costs, decreasing sales, dissatisfied customers, and stiff competition from new players. In response, retailers are adopting technological tools to improve operational efficiency and enhance customer interactions. There are significant opportunities for technological transformation in various retail areas, such as inventory management, supply chain management, marketing, branding, and customer relationship management, that can improve productivity and profitability. Artificial intelligence and big data analytics have become vital for digital business and have the potential to revolutionize everything from business operations to the customer experience. Due to the increasing adoption of smart devices and applications, cloud services, IoT, and advancements in technology, AI and big data analytics are gaining popularity in the retail industry. Leading research firms predict that the banking and retail sectors' spending on AI systems will exceed USD 5 billion in the coming years, with a focus on automated customer service agents and product recommendation engines.
Restraints
High Implementation and Maintenance Costs Associated with AI Solutions
Major retail brands are constantly investing in cutting-edge technologies to improve customer engagement, but several factors are projected to impede the growth of the artificial intelligence in retail market. Large multinational retailers such as Walmart have already implemented AI to manage their online portals and in-store operations. However, small and medium-sized enterprises, as well as new startups, face obstacles in adopting AI technology due to a lack of infrastructure and technical expertise. According to IBM's cloud-data service insights, 37% of respondents identified a shortage of AI expertise as a hindrance to the implementation of such technology. The high cost of implementing intelligent retail solutions is also a significant barrier for small retailers, which is limiting its implementation. These factors may curtail the market expansion.
Impact of COVID-19 on Global Artificial Intelligence (AI) in Retail Market
COVID-19 affected economies across the world, causing governments to shut down retail operations and import-export activities, disrupting supply chains. The pandemic has also resulted in significant changes in consumer behavior and product demand, affecting retail stores, factories, and logistics services. Many non-essential businesses were temporarily closed, leaving only food and grocery stores and pharmacies open, greatly impacting brick-and-mortar retail stores. Consequently, online shopping channels have become more significant, prompting retailers to adopt sustainability initiatives that integrate with their digital presence. As a result, organizations in the retail sector are increasingly using AI solutions to improve their operations and meet customer demands. They are employing online platforms to provide personalized customer engagement, inventory management, supply chain management, programmatic advertising, smart recommendations, and chatbots. The COVID-19 crisis has also allowed leading retail players to restructure and revisit their existing strategies and product portfolios. However, the situation is constantly evolving, and companies in this market are adapting to this new reality and planning for various scenarios.
Global Artificial Intelligence (AI) in Retail Market
Segmental Coverage
Global Artificial Intelligence (AI) in Retail Market – By Offering
Based on offering, the global artificial intelligence (AI) in retail market is bifurcated into Solution and Service segments. The solution segment held a higher share in the market. The retail sector is witnessing several emerging challenges, which are compelling retailers to seek innovative and automated technologies. The integration of AI-powered technologies is helping retailers to manage warehouse operations, supply chain logistics, and elevate consumer experience. The introduction of software, such as IBM Watson, Salesforce Einstein, Google Cloud AI Platform, and Content DNA Platform, has contributed significantly to the segment's growth. Services are projected to record substantial growth during the forecast period. The demand for AI services in retail is expected to soar because of the need for managed services to increase efficiency, accuracy, and productivity in optimizing business operations. Therefore, the swift adoption of AI solutions is driving the demand for services, as it enables retailers to create smart features, enhance the consumer experience, improve revenue growth potential, encourage rapid innovation, and reduce the possibility of human error.
Global Artificial Intelligence (AI) in Retail Market – By Technology
Based on technology, the global artificial intelligence in retail market is segmented into Machine Learning (ML), Natural Language Processing (NLP), and Computer Vision. The machine learning segment dominates the global artificial intelligence (AI) in retail market. Machine learning is capable of swiftly analyzing large volumes of data and can provide personalized experiences to customers, making it a valuable tool for retailers. It can also enhance supply chain systems and demand forecasts, leading to improved inventory efficiency. For instance, Amazon SageMaker, a fully-managed service offered by Amazon Inc., utilizes ML for various applications, ranging from predictive analytics to improving the customer experience. The NLP segment is expected to witness significant growth during the forecast period. The increasing demand for AI-powered chatbots and the rise of data analysis are expected to drive advancements in NLP. NLP-powered chatbots can improve customer interactions, including mobile interfaces and touchscreen, providing a more interactive and engaging experience. Additionally, NLP can aid in sentiment analysis for evaluating call center interactions, customer messages, social media posts, and online reviews.
Global Artificial Intelligence (AI) in Retail Market – By Application
Based on application, the global artificial intelligence in retail market is segmented into Automated Merchandising, Programmatic Advertising, Market Forecasting, In-Store AI & Location Optimization, and Data Science.
Global Artificial Intelligence (AI) in Retail Market – By Region
The in-depth research report on global artificial intelligence (AI) in retail market covers many major countries across five major regions: North America, Europe, Asia Pacific, Latin America, and Middle East and Africa. North America held the highest share in the global artificial intelligence (AI) in retail market in 2020. However, during the forecast period, the Asia-Pacific region is projected to experience significant growth due to various factors such as increased economic growth, spending capabilities, and consumer demand. Additionally, the region is seeing substantial growth in internet infrastructure, which is aiding in the expansion of e-commerce in major countries, such as China and India. Government initiatives and investments in AI technology are also driving the growth of the AI market for retail in the region, especially for real-time inventory management and improved productivity. Additionally, the market growth in the region is being boosted by the adoption of AI-based solutions & services by retailers, as well as the increasing trend towards digitalization and the development of internet and connectivity infrastructure.
Competitive Landscape
Major players operating in global artificial intelligence (AI) in retail market include IBM Corporation, Amazon Web Services, Inc., Microsoft Corporation, Salesforce.com, Inc., Symphony RetailAI, RetailNext, Oracle Corporation, Infosys Limited, HCL Technologies Limited, Manthan Software Services Pvt. Ltd., Capillary Technologies, Numenta, and Sentient Technologies Holdings Limited. To further enhance their market share, these companies employ various strategies, including mergers and acquisitions, partnerships, joint ventures, license agreements, and new product launches.
Scope of the Report
Attributes |
Details |
Years Considered |
Historical Data – 2019–2022 |
Base Year – 2022 |
|
Estimated Year – 2023 |
|
Forecast Period – 2023–2029 |
|
Facts Covered |
Revenue in USD Billion |
Market Coverage |
North America, Europe, Asia Pacific (APAC), Latin America, Middle East and Africa (MEA) |
Product/ Service Segmentation |
Offering, Technology, Application, Region |
Key Players |
IBM Corporation, Amazon Web Services, Inc., Microsoft Corporation, Salesforce.com, Inc., Symphony RetailAI, RetailNext, Oracle Corporation, Infosys Limited, HCL Technologies Limited, Manthan Software Services Pvt. Ltd., Capillary Technologies, Numenta, Sentient Technologies Holdings Limited |
By Offerings
-
Solution
-
Service
By Technology
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Machine Learning
-
Natural Language Processing (NLP)
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Computer Vision
By Application
-
Automated Merchandising
-
Programmatic Advertising
-
Market Forecasting
-
In-Store AI & Location Optimization
-
Data Science
By Region
-
North America
-
Europe
-
Asia Pacific (APAC)
-
Latin America
-
Middle East and Africa (MEA)
- Research Framework
- Research Objective
- Product Overview
- Market Segmentation
- Executive Summary
- Global Artificial Intelligence (AI) in Retail Market Insights
- Industry Value Chain Analysis
- DROC Analysis
- Growth Drivers
- Growing demand for personalized shopping experiences and increasing competition among retailers
- Advancements in AI technology, that enable retailers to analyze and interpret large volumes of data more accurately and efficiently
- Restraints
- High implementation and maintenance costs associated with AI solutions, particularly for small and mid-sized retailers
- Opportunities
- Increasing adoption of cloud-based AI solutions and the emergence of AI-as-a-service models that make AI more accessible to small and mid-sized retailers
- Growth in e-commerce and omnichannel retailing, which provide new opportunities for retailers to leverage AI to enhance customer experiences
- Challenges
- Competition and consolidation within the AI market
- Growth Drivers
- Technology Advancements/Recent Developments
- Regulatory Framework
- Porter’s Five Forces Analysis
- Bargaining Power of Suppliers
- Bargaining Power of Buyers
- Threat of New Entrants
- Threat of Substitutes
- Intensity of Rivalry
- Global Artificial Intelligence (AI) in Retail Market Overview
- Market Size & Forecast, 2019–2029
- By Value (USD Million)
- Market Share and Forecast
- By Offerings
- Solution
- Service
- By Technology
- Machine Learning
- Natural Language Processing (NLP)
- Computer Vision
- By Application
- Automated Merchandising
- Programmatic Advertising
- Market Forecasting
- In-Store AI & Location Optimization
- Data Science
- By Region
- North America
- Europe
- Asia Pacific (APAC)
- Latin America (LATAM)
- Middle East and Africa (MEA)
- By Offerings
- Market Size & Forecast, 2019–2029
- North America Artificial Intelligence (AI) in Retail Market
- Market Size & Forecast, 2019–2029
- By Value (USD Million)
- Market Share & Forecast
- By Offerings
- By Technology
- By Application
- By Country
- United States
- By Offerings
- By Technology
- By Application
- Canada
- By Offerings
- By Technology
- By Application
- United States
- Market Size & Forecast, 2019–2029
- Europe Artificial Intelligence (AI) in Retail Market
- Market Size & Forecast, 2019–2029
- By Value (USD Million)
- Market Share & Forecast
- By Offerings
- By Technology
- By Application
- By Country
- Germany
- By Offerings
- By Technology
- By Application
- United Kingdom
- By Offerings
- By Technology
- By Application
- Italy
- By Offerings
- By Technology
- By Application
- France
- By Offerings
- By Technology
- By Application
- Spain
- By Offerings
- By Technology
- By Application
- Belgium
- By Offerings
- By Technology
- By Application
- Russia
- By Offerings
- By Technology
- By Application
- The Netherlands
- By Offerings
- By Technology
- By Application
- Rest of Europe
- By Offerings
- By Technology
- By Application
- Germany
- Market Size & Forecast, 2019–2029
- Asia-Pacific Artificial Intelligence (AI) in Retail Market
- Market Size & Forecast, 2019–2029
- By Value (USD Million)
- Market Share & Forecast
- By Offerings
- By Technology
- By Application
- By Country
- China
- By Offerings
- By Technology
- By Application
- India
- By Offerings
- By Technology
- By Application
- Japan
- By Offerings
- By Technology
- By Application
- South Korea
- By Offerings
- By Technology
- By Application
- Australia & New Zealand
- By Offerings
- By Technology
- By Application
- Indonesia
- By Offerings
- By Technology
- By Application
- Malaysia
- By Offerings
- By Technology
- By Application
- Singapore
- By Offerings
- By Technology
- By Application
- Vietnam
- By Offerings
- By Technology
- By Application
- Rest of APAC
- By Offerings
- By Technology
- By Application
- China
- Market Size & Forecast, 2019–2029
- Latin America Artificial Intelligence (AI) in Retail Market
- Market Size & Forecast, 2019–2029
- By Value (USD Million)
- Market Share & Forecast
- By Offerings
- By Technology
- By Application
- By Country
- Brazil
- By Offerings
- By Technology
- By Application
- Mexico
- By Offerings
- By Technology
- By Application
- Argentina
- By Offerings
- By Technology
- By Application
- Peru
- By Offerings
- By Technology
- By Application
- Rest of LATAM
- By Offerings
- By Technology
- By Application
- Brazil
- Market Size & Forecast, 2019–2029
- Middle East & Africa Artificial Intelligence (AI) in Retail Market
- Market Size & Forecast, 2019–2029
- By Value (USD Million)
- Market Share & Forecast
- By Offerings
- By Technology
- By Application
- By Country
- Saudi Arabia
- By Offerings
- By Technology
- By Application
- UAE
- By Offerings
- By Technology
- By Application
- Qatar
- By Offerings
- By Technology
- By Application
- Kuwait
- By Offerings
- By Technology
- By Application
- South Africa
- By Offerings
- By Technology
- By Application
- Nigeria
- By Offerings
- By Technology
- By Application
- Algeria
- By Offerings
- By Technology
- By Application
- Rest of MEA
- By Offerings
- By Technology
- By Application
- Saudi Arabia
- Market Size & Forecast, 2019–2029
- Competitive Landscape
- List of Key Players and Their Offerings
- Global Artificial Intelligence (AI) in Retail Market Share Analysis, 2022
- Competitive Benchmarking, By Operating Parameters
- Key Strategic Developments (Mergers, Acquisitions, Partnerships, etc.)
- Impact of Covid-19 on Global Artificial Intelligence (AI) in Retail Market
- Company Profile (Company Overview, Financial Matrix, Competitive Landscape, Key Personnel, Key Competitors, Contact Address, Strategic Outlook, SWOT Analysis)
- IBM Corporation
- Amazon Web Services, Inc.
- Microsoft Corporation
- Salesforce.com, Inc.
- Symphony RetailAI
- RetailNext
- Oracle Corporation
- Infosys Limited
- HCL Technologies Limited
- Manthan Software Services Pvt. Ltd.
- Capillary Technologies
- Numenta
- Sentient Technologies Holdings Limited
- Other Prominent Players
- Key Strategic Recommendations
- Research Methodology
- Qualitative Research
- Primary & Secondary Research
- Quantitative Research
- Market Breakdown & Data Triangulation
- Secondary Research
- Primary Research
- Breakdown of Primary Research Respondents, By Region
- Assumptions & Limitations
- Qualitative Research
*Financial information of case of non-listed companies can be provided as per availability.
**The segmentation and the companies are subject to modifications based on in-depth secondary research for the final deliverable
Figures
Figure 1 Global Artificial Intelligence (AI) in Retail Segmentation
Figure 2 Global Artificial Intelligence (AI) in Retail Market Value Chain Analysis
Figure 3 Company Market Share Analysis, 2022
Figure 4 Global Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 5 Global Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 6 Global Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 7 Global Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 8 Global Artificial Intelligence (AI) in Retail Market Share, By Region, By Value, 2019–2029
Figure 9 North America Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 10 North America Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 11 North America Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 12 North America Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 13 North America Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Figure 14 United States Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 15 United States Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 16 United States Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 17 United States Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 18 Canada Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 19 Canada Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 20 Canada Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 21 Canada Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 22 Europe Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 23 Europe Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 24 Europe Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 25 Europe Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 26 Europe Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Figure 27 Germany Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 28 Germany Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 29 Germany Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 30 Germany Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 31 United Kingdom Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 32 United Kingdom Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 33 United Kingdom Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 34 United Kingdom Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 35 Italy Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 36 Italy Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 37 Italy Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 38 Italy Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 39 France Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 40 France Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 41 France Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 42 France Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 43 Spain Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 44 Spain Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 45 Spain Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 46 Spain Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 47 Belgium Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 48 Belgium Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 49 Belgium Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 50 Belgium Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 51 Russia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 52 Russia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 53 Russia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 54 Russia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 55 The Netherlands Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 56 The Netherlands Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 57 The Netherlands Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 58 The Netherlands Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 59 Rest of Europe Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 60 Rest of Europe Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 61 Rest of Europe Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 62 Rest of Europe Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 63 Asia-Pacific Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 64 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 65 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 66 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 67 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Figure 68 China Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 69 China Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 70 China Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 71 China Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 72 India Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 73 India Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 74 India Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 75 India Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 76 Japan Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 77 Japan Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 78 Japan Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 79 Japan Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 80 South Korea Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 81 South Korea Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 82 South Korea Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 83 South Korea Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 84 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 85 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 86 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 87 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 88 Indonesia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 89 Indonesia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 90 Indonesia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 91 Indonesia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 92 Malaysia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 93 Malaysia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 94 Malaysia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 95 Malaysia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 96 Singapore Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 97 Singapore Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 98 Singapore Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 99 Singapore Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 100 Vietnam Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 101 Vietnam Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 102 Vietnam Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 103 Vietnam Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 104 Rest of APAC Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 105 Rest of APAC Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 106 Rest of APAC Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 107 Rest of APAC Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 108 Latin America Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 109 Latin America Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 110 Latin America Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 111 Latin America Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 112 Latin America Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Figure 113 Brazil Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 114 Brazil Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 115 Brazil Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 116 Brazil Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 117 Mexico Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 118 Mexico Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 119 Mexico Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 120 Mexico Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 121 Argentina Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 122 Argentina Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 123 Argentina Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 124 Argentina Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 125 Peru Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 126 Peru Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 127 Peru Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 128 Peru Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 129 Rest of LATAM Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 130 Rest of LATAM Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 131 Rest of LATAM Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 132 Rest of LATAM Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 133 Middle East & Africa Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 134 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 135 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 136 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 137 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Figure 138 Saudi Arabia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 139 Saudi Arabia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 140 Saudi Arabia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 141 Saudi Arabia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 142 UAE Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 143 UAE Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 144 UAE Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 145 UAE Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 146 Qatar Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 147 Qatar Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 148 Qatar Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 149 Qatar Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 150 Kuwait Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 151 Kuwait Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 152 Kuwait Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 153 Kuwait Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 154 South Africa Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 155 South Africa Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 156 South Africa Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 157 South Africa Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 158 Nigeria Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 159 Nigeria Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 160 Nigeria Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 161 Nigeria Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 162 Algeria Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 163 Algeria Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 164 Algeria Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 165 Algeria Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Figure 166 Rest of MEA Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Figure 167 Rest of MEA Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Figure 168 Rest of MEA Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Figure 169 Rest of MEA Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Tables
Table 1 Global Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 2 Global Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 3 Global Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 4 Global Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 5 Global Artificial Intelligence (AI) in Retail Market Share, By Region, By Value, 2019–2029
Table 6 North America Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 7 North America Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 8 North America Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 9 North America Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 10 North America Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Table 11 United States Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 12 United States Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 13 United States Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 14 United States Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 15 Canada Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 16 Canada Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 17 Canada Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 18 Canada Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 19 Europe Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 20 Europe Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 21 Europe Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 22 Europe Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 23 Europe Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Table 24 Germany Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 25 Germany Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 26 Germany Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 27 Germany Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 28 United Kingdom Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 29 United Kingdom Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 30 United Kingdom Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 31 United Kingdom Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 32 Italy Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 33 Italy Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 34 Italy Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 35 Italy Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 36 France Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 37 France Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 38 France Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 39 France Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 40 Spain Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 41 Spain Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 42 Spain Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 43 Spain Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 44 Belgium Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 45 Belgium Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 46 Belgium Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 47 Belgium Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 48 Russia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 49 Russia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 50 Russia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 51 Russia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 52 The Netherlands Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 53 The Netherlands Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 54 The Netherlands Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 55 The Netherlands Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 56 Rest of Europe Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 57 Rest of Europe Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 58 Rest of Europe Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 59 Rest of Europe Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 60 Asia-Pacific Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 61 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 62 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 63 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 64 Asia-Pacific Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Table 65 China Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 66 China Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 67 China Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 68 China Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 69 India Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 70 India Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 71 India Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 72 India Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 73 Japan Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 74 Japan Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 75 Japan Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 76 Japan Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 77 South Korea Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 78 South Korea Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 79 South Korea Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 80 South Korea Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 81 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 82 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 83 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 84 Australia & New Zealand Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 85 Indonesia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 86 Indonesia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 87 Indonesia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 88 Indonesia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 89 Malaysia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 90 Malaysia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 91 Malaysia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 92 Malaysia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 93 Singapore Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 94 Singapore Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 95 Singapore Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 96 Singapore Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 97 Vietnam Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 98 Vietnam Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 99 Vietnam Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 100 Vietnam Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 101 Rest of APAC Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 102 Rest of APAC Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 103 Rest of APAC Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 104 Rest of APAC Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 105 Latin America Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 106 Latin America Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 107 Latin America Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 108 Latin America Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 109 Latin America Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Table 110 Brazil Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 111 Brazil Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 112 Brazil Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 113 Brazil Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 114 Mexico Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 115 Mexico Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 116 Mexico Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 117 Mexico Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 118 Argentina Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 119 Argentina Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 120 Argentina Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 121 Argentina Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 122 Peru Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 123 Peru Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 124 Peru Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 125 Peru Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 126 Rest of LATAM Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 127 Rest of LATAM Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 128 Rest of LATAM Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 129 Rest of LATAM Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 130 Middle East & Africa Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 131 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 132 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 133 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 134 Middle East & Africa Artificial Intelligence (AI) in Retail Market Share, By Country, By Value, 2019–2029
Table 135 Saudi Arabia Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 136 Saudi Arabia Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 137 Saudi Arabia Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 138 Saudi Arabia Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 139 UAE Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 140 UAE Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 141 UAE Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 142 UAE Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 143 Qatar Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 144 Qatar Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 145 Qatar Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 146 Qatar Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 147 Kuwait Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 148 Kuwait Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 149 Kuwait Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 150 Kuwait Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 151 South Africa Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 152 South Africa Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 153 South Africa Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 154 South Africa Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 155 Nigeria Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 156 Nigeria Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 157 Nigeria Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 158 Nigeria Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 159 Algeria Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 160 Algeria Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 161 Algeria Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 162 Algeria Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 163 Rest of MEA Artificial Intelligence (AI) in Retail Market Size, By Value (USD Million), 2019–2029
Table 164 Rest of MEA Artificial Intelligence (AI) in Retail Market Share, By Offerings, By Value, 2019–2029
Table 165 Rest of MEA Artificial Intelligence (AI) in Retail Market Share, By Technology, By Value, 2019–2029
Table 166 Rest of MEA Artificial Intelligence (AI) in Retail Market Share, By Application, By Value, 2019–2029
Table 167 IBM Corporation Company Overview
Table 168 IBM Corporation Financial Overview
Table 169 Amazon Web Services, Inc. Company Overview
Table 170 Amazon Web Services, Inc. Financial Overview
Table 171 Microsoft Corporation Company Overview
Table 172 Microsoft Corporation Financial Overview
Table 173 Salesforce.com, Inc. Company Overview
Table 174 Salesforce.com, Inc. Financial Overview
Table 175 Symphony RetailAI Company Overview
Table 176 Symphony RetailAI Financial Overview
Table 177 RetailNext Company Overview
Table 178 RetailNext Financial Overview
Table 179 Oracle Corporation Company Overview
Table 180 Oracle Corporation Financial Overview
Table 181 Infosys Limited Company Overview
Table 182 Infosys Limited Financial Overview
Table 183 HCL Technologies Limited Company Overview
Table 184 HCL Technologies Limited Financial Overview
Table 185 Manthan Software Services Pvt. Ltd. Company Overview
Table 186 Manthan Software Services Pvt. Ltd. Financial Overview
Table 187 Capillary Technologies Company Overview
Table 188 Capillary Technologies Financial Overview
Table 189 Numenta Company Overview
Table 190 Numenta Financial Overview
Table 191 Sentient Technologies Holdings Limited Company Overview
Table 192 Sentient Technologies Holdings Limited Financial Overview
Market Segmentation
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