Artificial Intelligence (AI) in Retail Market Size, By Component (Solution [Chatbot, Customer Behavior Tracking, Customer Relationship Management (CRM), Inventory Management, Price Optimization, Recommendation Engine, Supply Chain Management, Visual Searc

Artificial Intelligence (AI) in Retail Market Size, By Component (Solution [Chatbot, Customer Behavior Tracking, Customer Relationship Management (CRM), Inventory Management, Price Optimization, Recommendation Engine, Supply Chain Management, Visual Search], Service [Professional Service, Managed 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), COVID-19 Impact Analysis, Growth Potential, Regional Outlook, Competitive Market Share & Forecast, 2023 - 2032

AI in Retail Market is expected to grow significantly between 2023 and 2032, owing to the increasing preference for chatbots in online retail websites. This enables retailers to offer customer care and answer consumer queries 24/7.

Besides, the leading companies in the market are actively pursuing partnership and acquisition opportunities in a bid to expand their operations. The collaborations among such firms are expected to assist them in integrating AI technology with this platform and providing the best customer experience possible. For instance, in September 2022, Lowe's announced partnership with Magic Leap and NVIDIA. Through this partnership, the involved companies can improve their combined operations and offer customized services to better meet clients’ needs.

Overall, the AI in retail market has been segmented in terms of component, technology, application, and region.

Considering the components, AI services in retail sector are poised to gain major traction in the coming years. Services including managed services and professional services offer vivid benefits such as reduced costs, enhanced customer satisfaction, improved security, increased sales, and optimum supply chain management.

Based on technology, the natural language processing segment attained over $2 billion in revenue in 2022. The segmental growth can be attributed to the growing preference for NLP technology in the retail industry. The technology has penetrated the retail and e-commerce industries, making it more tangible and accessible than ever before.

Additionally, NPL-enabled chatbots can respond to customers' questions and resolve issues on the e-commerce website without any need for human intervention, enabling e-commerce companies to enhance conversion rates, raise customer satisfaction levels, and lower client acquisition expenses, which will result in their increased adaptation by e-commerce businesses.

With respect to application, the data science segment is anticipated to amass more than 20% market share by 2032 end. The market is being driven by the expansion of digital data and the use of smart devices. Data science and AI in the telecom industry offer operators the capabilities to analyze data and apply it for a variety of purposes, including boosting dependability, cutting costs, and enhancing customer experience, which will fuel the market within the next decade.

From the regional perspective, the Asia Pacific AI in the retail market is slated to grow at a sturdy rate over the next ten years. The population increase, economic and social development, changing consumer preferences, and rising spending power are some of the factors driving the retail industry expansion, in turn impelling the regional market prospects throughout 2032.


Chapter 1 Methodology & Scope
1.1 Market Definitions
1.2 Base estimates & calculations
1.3 Forecast calculation
1.4 Data sources
1.4.1 Primary
1.4.2 Secondary
1.4.2.1 Paid sources
1.4.2.2 Public sources
Chapter 2 Executive Summary
2.1 AI in Retail market 360 degree synopsis, 2018 - 2032
2.2 Business Trends
2.2.1 Total addressable market(TAM)
2.3 Regional trends
2.4 Component trends
2.5 Technology trends
2.6 Application trends
Chapter 3 AI in Retail Market Insights
3.1 Introduction
3.2 Impact of COVID-19 outbreak
3.2.1 North America
3.2.2 Europe
3.2.3 Asia Pacific
3.2.4 South America
3.2.5 MEA
3.3 Russia- Ukraine war impact on AI in Retail market
3.4 Evolution of AI in Retail
3.5 Industry ecosystem analysis
3.5.1 AI component provider
3.5.2 Software providers
3.5.3 Application developers
3.5.4 Profit margin
3.5.5 Vendor matrix
3.5.5.1 Hardware vendors
3.5.5.2 Service vendors
3.5.5.3 Data-analytics vendors
3.6 Technology & innovation landscape
3.6.1 Gesture Recognition
3.6.2 Robots
3.7 Patent analysis
3.8 Investment portfolio
3.9 Key initiatives and news
3.10 Regulatory landscape
3.10.1 North America
3.10.2 Europe
3.10.3 Asia Pacific
3.10.4 Latin America
3.10.5 MEA
3.11 Use cases
3.12 Industry impact forces
3.12.1 Growth drivers
3.12.1.1 Growing investments in AI
3.12.1.2 Increasingly empowered consumer
3.12.1.3 Rising disruptive technologies
3.12.1.4 Advent of new business models
3.12.1.5 Advancement in data science
3.12.2 Industry pitfalls & challenges
3.12.2.1 Limited public-private partnership to address social implications directly
3.12.2.2 Privacy issues associated with the use of AI Growth potential analysis
3.13 Growth potential analysis
3.14 Porter's analysis
3.15 PESTEL analysis
Chapter 4 Competitive Landscape, 2022
4.1 Introduction
4.2 Company market share, 2022
4.3 Competitive analysis of major market players, 2022
4.3.1 Amazon Web Services (AWS)
4.3.2 Alphabet Inc
4.3.3 International Business Machines Corporation(IBM)
4.3.4 Microsoft Corporation
4.3.5 Intel Corporation
4.4 Competitive analysis of innovative market players, 2022
4.4.1 Symbotic
4.4.2 Interactions LLC
4.4.3 Lexalytics
4.4.4 Fujitsu
4.4.5 Ibenta Technologies
4.5 Competitive positioning matrix
4.6 Stratgic outlook matrix
Chapter 5 AI in Retail Market, By Component
5.1 Key trends, by component
5.2 Solution
5.2.1 Market estimates and forecast, 2018 - 2032
5.2.2 Chatbots
5.2.2.1 Market estimates and forecast, 2018 - 2032
5.2.3 Customer Behavior Tracking
5.2.3.1 Market estimates and forecast, 2018 - 2032
5.2.4 CRM
5.2.4.1 Market estimates and forecast, 2018 - 2032
5.2.5 Inventory Management
5.2.5.1 Market estimates and forecast, 2018 - 2032
5.2.6 Price Optimization
5.2.6.1 Market estimates and forecast, 2018 - 2032
5.2.7 Recommendation Engines
5.2.7.1 Market estimates and forecast, 2018 - 2032
5.2.8 Supply Chain Management
5.2.8.1 Market estimates and forecast, 2018 - 2032
5.2.9 Visual Search & Visual Listen
5.2.9.1 Market estimates and forecast, 2018 - 2032
5.2.10 Others
5.2.10.1 Market estimates and forecast, 2018 - 2032
5.3 Services
5.3.1 Market estimates and forecast, 2018 - 2032
5.3.2 Professional Service
5.3.2.1 Market estimates and forecast, 2018 - 2032
5.3.3 Managed Service
5.3.3.1 Market estimates and forecast, 2018 - 2032
Chapter 6 AI in Retail Market, By Technology
6.1 Key trends, by technology
6.2 Machine Learning
6.2.1 Market estimates and forecast, 2018 - 2032
6.3 Natural Language Processing
6.3.1 Market estimates and forecast, 2018 - 2032
6.4 Computer Vision
6.4.1 Market estimates and forecast, 2018 - 2032
6.5 Others
6.5.1 Market estimates and forecast, 2018 - 2032
Chapter 7 AI in Retail Market, By Application
7.1 Key trends, by application
7.2 Automated Merchandising
7.2.1 Market estimates and forecast, 2018 - 2032
7.3 Programmatic Advertising
7.3.1 Market estimates and forecast, 2018 - 2032
7.4 Market Forecasting
7.4.1 Market estimates and forecast, 2018 - 2032
7.5 In Store AI & location optimization
7.5.1 Market estimates and forecast, 2018 - 2032
7.6 Data Science
7.6.1 Market estimates and forecast, 2018 - 2032
7.7 Others
7.7.1 Market estimates and forecast, 2018 - 2032
Chapter 8 AI in Retail Market, By Region
8.1 Key trends, by region
8.2 North America
8.2.1 Market estimates and forecast, by component, 2018 - 2032
8.2.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.2.1.2 Market estimates and forecast, by services, 2018 - 2032
8.2.2 Market estimates and forecast, by technology, 2018 - 2032
8.2.3 Market estimates and forecast, by application, 2018 - 2032
8.2.4 U.S.
8.2.4.1 Market estimates and forecast, by component, 2018 - 2032
8.2.4.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.2.4.1.2 Market estimates and forecast, by services, 2018 - 2032
8.2.4.2 Market estimates and forecast, by technology, 2018 - 2032
8.2.4.3 Market estimates and forecast, by application 2018 - 2032
8.2.5 Canada
8.2.5.1 Market estimates and forecast, by component, 2018 - 2032
8.2.5.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.2.5.1.2 Market estimates and forecast, by services, 2018 - 2032
8.2.5.2 Market estimates and forecast, by technology, 2018 - 2032
8.2.5.3 Market estimates and forecast, by application 2018 - 2032
8.3 Europe
8.3.1 Market estimates and forecast, by component, 2018 - 2032
8.3.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.3 Market estimates and forecast, by application, 2018 - 2032
8.3.4 UK
8.3.4.1 Market estimates and forecast, by component, 2018 - 2032
8.3.4.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.4.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.4.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.4.3 Market estimates and forecast, by application 2018 - 2032
8.3.5 Germany
8.3.5.1 Market estimates and forecast, by component, 2018 - 2032
8.3.5.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.5.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.5.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.5.3 Market estimates and forecast, by application 2018 - 2032
8.3.6 France
8.3.6.1 Market estimates and forecast, by component, 2018 - 2032
8.3.6.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.6.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.6.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.6.3 Market estimates and forecast, by application 2018 - 2032
8.3.7 Spain
8.3.7.1 Market estimates and forecast, by component, 2018 - 2032
8.3.7.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.7.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.7.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.7.3 Market estimates and forecast, by application 2018 - 2032
8.3.8 Sweden
8.3.8.1 Market estimates and forecast, by component, 2018 - 2032
8.3.8.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.8.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.8.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.8.3 Market estimates and forecast, by application 2018 - 2032
8.3.9 Switzerland
8.3.9.1 Market estimates and forecast, by component, 2018 - 2032
8.3.9.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.3.9.1.2 Market estimates and forecast, by services, 2018 - 2032
8.3.9.2 Market estimates and forecast, by technology, 2018 - 2032
8.3.9.3 Market estimates and forecast, by application 2018 - 2032
8.4 Asia Pacific
8.4.1 Market estimates and forecast, by component, 2018 - 2032
8.4.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.3 Market estimates and forecast, by application, 2018 - 2032
8.4.4 China
8.4.4.1 Market estimates and forecast, by component, 2018 - 2032
8.4.4.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.4.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.4.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.4.3 Market estimates and forecast, by application 2018 - 2032
8.4.5 India
8.4.5.1 Market estimates and forecast, by component, 2018 - 2032
8.4.5.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.5.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.5.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.5.3 Market estimates and forecast, by application 2018 - 2032
8.4.6 Japan
8.4.6.1 Market estimates and forecast, by component, 2018 - 2032
8.4.6.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.6.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.6.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.6.3 Market estimates and forecast, by application 2018 - 2032
8.4.7 Australia
8.4.7.1 Market estimates and forecast, by component, 2018 - 2032
8.4.7.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.7.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.7.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.7.3 Market estimates and forecast, by application 2018 - 2032
8.4.8 South Korea
8.4.8.1 Market estimates and forecast, by component, 2018 - 2032
8.4.8.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.8.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.8.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.8.3 Market estimates and forecast, by application 2018 - 2032
8.4.9 Singapore
8.4.9.1 Market estimates and forecast, by component, 2018 - 2032
8.4.9.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.4.9.1.2 Market estimates and forecast, by services, 2018 - 2032
8.4.9.2 Market estimates and forecast, by technology, 2018 - 2032
8.4.9.3 Market estimates and forecast, by application 2018 - 2032
8.5 Latin America
8.5.1 Market estimates and forecast, by component, 2018 - 2032
8.5.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.5.1.2 Market estimates and forecast, by services, 2018 - 2032
8.5.2 Market estimates and forecast, by technology, 2018 - 2032
8.5.3 Market estimates and forecast, by application, 2018 - 2032
8.5.4 Brazil
8.5.4.1 Market estimates and forecast, by component, 2018 - 2032
8.5.4.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.5.4.1.2 Market estimates and forecast, by services, 2018 - 2032
8.5.4.2 Market estimates and forecast, by technology, 2018 - 2032
8.5.4.3 Market estimates and forecast, by application 2018 - 2032
8.5.5 Mexico
8.5.5.1 Market estimates and forecast, by component, 2018 - 2032
8.5.5.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.5.5.1.2 Market estimates and forecast, by services, 2018 - 2032
8.5.5.2 Market estimates and forecast, by technology, 2018 - 2032
8.5.5.3 Market estimates and forecast, by application 2018 - 2032
8.6 MEA
8.6.1 Market estimates and forecast, by component, 2018 - 2032
8.6.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.6.1.2 Market estimates and forecast, by services, 2018 - 2032
8.6.2 Market estimates and forecast, by technology, 2018 - 2032
8.6.3 Market estimates and forecast, by application, 2018 - 2032
8.6.4 UAE
8.6.4.1 Market estimates and forecast, by component, 2018 - 2032
8.6.4.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.6.4.1.2 Market estimates and forecast, by services, 2018 - 2032
8.6.4.2 Market estimates and forecast, by technology, 2018 - 2032
8.6.4.3 Market estimates and forecast, by application 2018 - 2032
8.6.5 Israel
8.6.5.1 Market estimates and forecast, by component, 2018 - 2032
8.6.5.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.6.5.1.2 Market estimates and forecast, by services, 2018 - 2032
8.6.5.2 Market estimates and forecast, by technology, 2018 - 2032
8.6.5.3 Market estimates and forecast, by application 2018 - 2032
8.6.6 South Africa
8.6.6.1 Market estimates and forecast, by component, 2018 - 2032
8.6.6.1.1 Market estimates and forecast, by solution, 2018 - 2032
8.6.6.1.2 Market estimates and forecast, by services, 2018 - 2032
8.6.6.2 Market estimates and forecast, by technology, 2018 - 2032
8.6.6.3 Market estimates and forecast, by application 2018 - 2032
Chapter 9 Company Profiles
9.1 Amazon Web Services (AWS)
9.1.1 Business Overview
9.1.2 Financial Data
9.1.3 Product Landscape
9.1.4 Strategic Outlook
9.1.5 SWOT Analysis
9.2 Baidu Inc
9.2.1 Business Overview
9.2.2 Financial Data
9.2.3 Product Landscape
9.2.4 Strategic Outlook
9.2.5 SWOT Analysis
9.3 BloomReach Inc
9.3.1 Business Overview
9.3.2 Financial Data
9.3.3 Product Landscape
9.3.4 Strategic Outlook
9.3.5 SWOT Analysis
9.4 CognitiveScale Inc
9.4.1 Business Overview
9.4.2 Financial Data
9.4.3 Product Landscape
9.4.4 Strategic Outlook
9.4.5 SWOT Analysis
9.5 Google Inc.
9.5.1 Business Overview
9.5.2 Financial Data
9.5.3 Product Landscape
9.5.4 Strategic Outlook
9.5.5 SWOT Analysis
9.6 IBM Corporation
9.6.1 Business Overview
9.6.2 Financial Data
9.6.3 Product Landscape
9.6.4 Strategic Outlook
9.6.5 SWOT Analysis
9.7 Ibenta Technologies
9.7.1 Business Overview
9.7.2 Financial Data
9.7.3 Product Landscape
9.7.4 Strategic Outlook
9.7.5 SWOT Analysis
9.8 Intel Corporation
9.8.1 Business Overview
9.8.2 Financial Data
9.8.3 Product Landscape
9.8.4 Strategic Outlook
9.8.5 SWOT Analysis
9.9 Interactions LLC
9.9.1 Business Overview
9.9.2 Financial Data
9.9.3 Product Landscape
9.9.4 Strategic Outlook
9.9.5 SWOT Analysis
9.10 Lexalytics Inc.
9.10.1 Business Overview
9.10.2 Financial Data
9.10.3 Product Landscape
9.10.4 Strategic Outlook
9.10.5 SWOT Analysis
9.11 Microsoft Corporation
9.11.1 Business Overview
9.11.2 Financial Data
9.11.3 Product Landscape
9.11.4 Strategic Outlook
9.11.5 SWOT Analysis
9.12 Next IT Corp.
9.12.1 Business Overview
9.12.2 Financial Data
9.12.3 Product Landscape
9.12.4 Strategic Outlook
9.12.5 SWOT Analysis
9.13 Nvidia Corporation
9.13.1 Business Overview
9.13.2 Financial Data
9.13.3 Product Landscape
9.13.4 Strategic Outlook
9.13.5 SWOT Analysis
9.14 Oracle Corporation
9.14.1 Business Overview
9.14.2 Financial Data
9.14.3 Product Landscape
9.14.4 Strategic Outlook
9.14.5 SWOT Analysis
9.15 RetailNext Inc.
9.15.1 Business Overview
9.15.2 Financial Data
9.15.3 Product Landscape
9.15.4 Strategic Outlook
9.15.5 SWOT Analysis
9.16 Salesforce.com Inc.
9.16.1 Business Overview
9.16.2 Financial Data
9.16.3 Product Landscape
9.16.4 Strategic Outlook
9.16.5 SWOT Analysis
9.17 SAP SE
9.17.1 Business Overview
9.17.2 Financial Data
9.17.3 Product Landscape
9.17.4 Strategic Outlook
9.17.5 SWOT Analysis
9.18 Sentient Technologies
9.18.1 Business Overview
9.18.2 Financial Data
9.18.3 Product Landscape
9.18.4 Strategic Outlook
9.18.5 SWOT Analysis
9.19 Visenze
9.19.1 Business Overview
9.19.2 Financial Data
9.19.3 Product Landscape
9.19.4 Strategic Outlook
9.19.5 SWOT Analysis
9.20 Symbotic
9.20.1 Business Overview
9.20.2 Financial Data
9.20.3 Product Landscape
9.20.4 Strategic Outlook
9.20.5 SWOT Analysis
Data Tables
TABLE 1. AI in Retail market size, 2018-2022(USD Million)
TABLE 2. AI in Retail market size, 2023-2032(USD Million)
TABLE 3. AI in Retail TAM, 2023-2032 (USD Billions)
TABLE 4. AI in Retail market size, by region, 2018-2022(USD Million)
TABLE 5. AI in Retail market size, by region, 2023-2032(USD Million)
TABLE 6. AI in Retail market size, by component, 2018-2022(USD Million)
TABLE 7. AI in Retail market size, by component, 2023-2032(USD Million)
TABLE 8. AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 9. AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 10. AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 11. AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 12. AI in Retail market size, by technology, 2018-2022(USD Million)
TABLE 13. AI in Retail market size, by technology, 2023-2032(USD Million)
TABLE 14. AI in Retail market size, by application, 2018-2022(USD Million)
TABLE 15. AI in Retail market size, by application, 2023-2032(USD Million)
TABLE 16. AI in Retail market size, by application, 2018-2022(USD Million)
TABLE 17. AI in Retail market size, by application, 2023-2032(USD Million)
TABLE 18. Vendor matrix
TABLE 19. Industry impact forces
TABLE 20. Solution market estimate and forecast, 2018-2022(USD Million)
TABLE 21. Solution market estimate and forecast, 2023-2032(USD Million)
TABLE 22. Chatbots market estimate and forecast, 2018-2022(USD Million)
TABLE 23. Chatbots market estimate and forecast, 2023-2032(USD Million)
TABLE 24. Consumer behaviour tracking market estimate and forecast, 2018-2022(USD Million)
TABLE 25. Consumer behaviour tracking market estimate and forecast, 2023-2032(USD Million)
TABLE 26. CRM market estimate and forecast, 2018-2022(USD Million)
TABLE 27. CRM market estimate and forecast, 2023-2032(USD Million)
TABLE 28. Inventory managment market estimate and forecast, 2018-2022(USD Million)
TABLE 29. Inventory managment market estimate and forecast, 2023-2032(USD Million)
TABLE 30. Recommendation engines market estimate and forecast, 2018-2022(USD Million)
TABLE 31. Recommendation engines market estimate and forecast, 2023-2032(USD Million)
TABLE 32. SCM market estimate and forecast, 2018-2022(USD Million)
TABLE 33. SCM market estimate and forecast, 2023-2032(USD Million)
TABLE 34. Visual search and visual listen market estimate and forecast, 2018-2022(USD Million)
TABLE 35. Visual search and visual listen market estimate and forecast, 2023-2032(USD Million)
TABLE 36. Price optimization market estimate and forecast, 2018-2022(USD Million)
TABLE 37. Price optimization market estimate and forecast, 2023-2032(USD Million)
TABLE 38. Other market estimate and forecast, 2018-2022(USD Million)
TABLE 39. Other market estimate and forecast, 2023-2032(USD Million)
TABLE 40. Services market estimate and forecast, 2018-2022(USD Million)
TABLE 41. Services market estimate and forecast, 2023-2032(USD Million)
TABLE 42. Professional services market estimate and forecast, 2018-2022(USD Million)
TABLE 43. Professional services market estimate and forecast, 2023-2032(USD Million)
TABLE 44. Managed services market estimate and forecast, 2018-2022(USD Million)
TABLE 45. Managed services market estimate and forecast, 2023-2032(USD Million)
TABLE 46. Machine learning market estimate and forecast, 2018-2022(USD Million)
TABLE 47. Machine learning market estimate and forecast, 2023-2032(USD Million)
TABLE 48. Natural Language Processing (NLP) market estimate and forecast, 2018-2022(USD Million)
TABLE 49. Natural Language Processing (NLP market estimate and forecast, 2023-2032(USD Million)
TABLE 50. Computer Vision market estimate and forecast, 2018-2022(USD Million)
TABLE 51. Computer Vision market estimate and forecast, 2023-2032(USD Million)
TABLE 52. Others market estimate and forecast, 2018-2022(USD Million)
TABLE 53. Others market estimate and forecast, 2023-2032(USD Million)
TABLE 54. Automated merchandising market estimate and forecast, 2018-2022(USD Million)
TABLE 55. Automated merchandising market estimate and forecast, 2023-2032(USD Million)
TABLE 56. Programmatic advertising market estimate and forecast, 2018-2022(USD Million)
TABLE 57. Programmatic advertising market estimate and forecast, 2023-2032(USD Million)
TABLE 58. Market forecasting market estimate and forecast, 2018-2022(USD Million)
TABLE 59. Market forecasting market estimate and forecast, 2023-2032(USD Million)
TABLE 60. In store AI & location optimization market estimate and forecast, 2018-2022(USD Million)
TABLE 61. In store AI & location optimization market estimate and forecast, 2023-2032(USD Million)
TABLE 62. Data science market estimate and forecast, 2018-2022(USD Million)
TABLE 63. Data science market estimate and forecast, 2023-2032(USD Million)
TABLE 64. Others market estimates and forecast, 2018-2022(USD Million)
TABLE 65. Others market estimates and forecast, 2023-2032(USD Million)
TABLE 66. North America AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 67. North America AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 68. North America AI in Retail market, by component, 2018-2022(USD Million)
TABLE 69. North America AI in Retail market, by component, 2023-2032(USD Million)
TABLE 70. North America AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 71. North America AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 72. North America AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 73. North America AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 74. North America AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 75. North America AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 76. North America AI in Retail market, by application, 2018-2022(USD Million)
TABLE 77. North America AI in Retail market, by application, 2023-2032(USD Million)
TABLE 78. US AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 79. US AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 80. U.S. AI in Retail market, by component, 2018-2022(USD Million)
TABLE 81. U.S. AI in Retail market, by component, 2023-2032(USD Million)
TABLE 82. U.S. AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 83. U.S. AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 84. U.S. AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 85. U.S. AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 86. U.S. AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 87. U.S. AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 88. U.S. AI in Retail market, by application, 2018-2022(USD Million)
TABLE 89. U.S. AI in Retail market, by application, 2023-2032(USD Million)
TABLE 90. Canada AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 91. Canada AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 92. Canada AI in Retail market, by component, 2018-2022(USD Million)
TABLE 93. Canada AI in Retail market, by component, 2023-2032(USD Million)
TABLE 94. Canada AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 95. Canada AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 96. Canada AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 97. Canada AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 98. Canada AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 99. Canada AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 100. Canada AI in Retail market, by application, 2018-2022(USD Million)
TABLE 101. Canada AI in Retail market, by application, 2023-2032(USD Million)
TABLE 102. Europe AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 103. Europe AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 104. Europe AI in Retail market, by component, 2018-2022(USD Million)
TABLE 105. Europe AI in Retail market, by component, 2023-2032(USD Million)
TABLE 106. Europe AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 107. Europe AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 108. Europe AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 109. Europe AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 110. Europe AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 111. Europe AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 112. Europe AI in Retail market, by application, 2018-2022(USD Million)
TABLE 113. Europe AI in Retail market, by application, 2018-2022(USD Million)
TABLE 114. UK AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 115. UK AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 116. UK AI in Retail market, by component, 2018-2022(USD Million)
TABLE 117. UK AI in Retail market, by component, 2023-2032(USD Million)
TABLE 118. UK AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 119. UK AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 120. UK AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 121. UK AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 122. UK AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 123. UK AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 124. UK AI in Retail market, by application, 2018-2022(USD Million)
TABLE 125. UK AI in Retail market, by application, 2023-2032(USD Million)
TABLE 126. Germany AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 127. Germany AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 128. Germany AI in Retail market, by component, 2018-2022(USD Million)
TABLE 129. Germany AI in Retail market, by component, 2023-2032(USD Million)
TABLE 130. Germany AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 131. Germany AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 132. Germany AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 133. Germany AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 134. Germany AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 135. Germany AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 136. Germany AI in Retail market, by application, 2018-2022(USD Million)
TABLE 137. Germany AI in Retail market, by application, 2023-2032(USD Million)
TABLE 138. France AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 139. France AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 140. France AI in Retail market, by component, 2018-2022(USD Million)
TABLE 141. France AI in Retail market, by component, 2023-2032(USD Million)
TABLE 142. France AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 143. France AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 144. France AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 145. France AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 146. France AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 147. France AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 148. France AI in Retail market, by application, 2018-2022(USD Million)
TABLE 149. France AI in Retail market, by application, 2023-2032(USD Million)
TABLE 150. Spain AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 151. Spain AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 152. Spain AI in Retail market, by component, 2018-2022(USD Million)
TABLE 153. Spain AI in Retail market, by component, 2023-2032(USD Million)
TABLE 154. Spain AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 155. Spain AI in Retail market size, by solution, 2023-2032(USD Million)
TABLE 156. Spain AI in Retail market size, by service, 2018-2022(USD Million)
TABLE 157. Spain AI in Retail market size, by service, 2023-2032(USD Million)
TABLE 158. Spain AI in Retail market, by technology, 2018-2022(USD Million)
TABLE 159. Spain AI in Retail market, by technology, 2023-2032(USD Million)
TABLE 160. Spain AI in Retail market, by application, 2018-2022(USD Million)
TABLE 161. Spain AI in Retail market, by application, 2023-2032(USD Million)
TABLE 162. Sweden AI in Retail market estimates and forecast, 2018-2022(USD Million)
TABLE 163. Sweden AI in Retail market estimates and forecast, 2023-2032(USD Million)
TABLE 164. Sweden AI in Retail market, by component, 2018-2022(USD Million)
TABLE 165. Sweden AI in Retail market, by component, 2023-2032(USD Million)
TABLE 166. Sweden AI in Retail market size, by solution, 2018-2022(USD Million)
TABLE 167. Sweden AI in Retail market size, by solution, 2023-2032(USD Million)

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