Global AI In Retail Market Size, Share & Industry Trends Analysis Report By Technology, By Sales Channel (Omnichannel, Brick & Mortar, and Pure-play Online Retailers), By Component, By Application, By Regional Outlook and Forecast, 2022 - 2028

The Global AI In Retail Market size is expected to reach $24.1 billion by 2028, rising at a market growth of 24.4% CAGR during the forecast period.

Automation, data, and technology, like machine learning algorithms, are used in retail AI to give customers highly customized shopping experiences. Consumer experiences within both physical and online retailers can benefit from AI. By employing AI-driven sales and demand forecast accuracy to optimize inventory, for example, merchants may maintain agility while enabling personalization.

Physical stores are still the leader in retail, but they must operate in very competitive markets. Similar to physical stores, digital stores compete in a market where they can easily access their rivals. Retailers can utilize AI to enhance the shopping experience for customers and acquire the competitive edge they need to remain relevant.

For instance, AI-powered virtual personal assistants and chatbots on a website provide customers personalized recommendations or dynamic pricing depending on their usage of the site, past purchases, and other pertinent information. Retail AI application cases exist in actual stores as well, utilizing data sources including in-store customer interactions via mobile devices and through sensors.

Using an algorithm that has been trained with sales data and other pertinent information, retail store owners can even utilize AI to optimize the layout of their stores. This aids in forecasting outcomes, such as a person's propensity to purchase two things simultaneously if they are exhibited near to one another. The retail industry is changing as a result of artificial intelligence (AI). Retailers can use AI to engage with their consumers and run more effectively, from utilizing computer vision to tailor promotions in real time to leveraging machine learning for managing inventory.

COVID-19 Impact Analysis

Due to the WFH policy brought on by this pandemic, the COVID-19 outbreak is anticipated to accelerate the market growth of next-generation tech fields, including artificial intelligence. In order to increase availability across the globe, tech companies are also increasing the range of products and services they offer. Therefore, the integration of AI significantly increased within the retail industry. Hence, the growth of the market was steadily hampered, however, the increased utilization of AI augmented the growth of AI in the retail industry.

Market Growth Factors

Higher Efficiency In Saving Cost And Optimizing The Experience

AI comprises the ability to drastically change retailing in coming years, impacting everything from cost structures to the shopping experience. E-commerce and AI go hand in hand, and the coronavirus pandemic's acceleration of e-commerce growth rates makes AI adoption even more imperative. AI advantages will transform the industry. Retailers must therefore start making plans right away. And not just technology should be included in those plans, but also business strategy.

Higher Supply Chain Capabilities

As a whole, one of the main advantages of artificial intelligence is that it can assist people with repetitive, time-consuming jobs. A significant number of workers believe that the increased adoption of AI in the workplace has improved productivity. And when AI is used in retail, the same thing may occur. Drivers in the logistics industry can use AI to discover the best delivery routes. Additionally, robots can assist with choosing and packing orders, freeing up staff members to work on other crucial activities.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The below illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Partnerships & Collaborations.

Market Restraining Factors

High Costs As Well As Lack Of The Ability To Improve

It is an impressive achievement when a machine can imitate human intelligence. However, the initial cost of AI is very high in such operations. It can be very expensive and takes a lot of time and resources. AI is highly expensive because it requires the newest software and hardware to function in order to stay updated and meet criteria. Artificial intelligence is a technology that cannot be created by humans since it is pre-programmed with knowledge and experience.

Component Outlook

On the basis of Component, the AI in Retail Market is bifurcated into Solutions and Services. In 2021, the solution segment acquired the largest revenue share of The AI in retail market. The management issues facing a number of retail operations are encouraging the development of new automated technology. Retailers can manage warehouse management, supply chain operations, and logistics, and enhance the customer experience with the use of AI-powered solutions.

Technology Outlook

Based on the Technology, the AI in Retail Market is segregated into Machine Learning, Natural Language Processing, Chatbots, Image and Video Analytics, and Swarm Intelligence. In 2021, the machine learning segment procured the highest revenue share of the AI in retail market. The growth of the segment is rising due to the higher precision and flexibility of this technology. Machine learning is appropriate for providing customers with individualized experiences because it serves data quickly and deeply.

Sales Channel Outlook

By Sales Channel, the AI in Retail Market is segmented into Omnichannel, Brick and Mortar, and Pure-play Online Retailers. In 2021, the pure-play segment acquired a significant revenue share of the AI in retail market. The growing popularity of online and virtual shopping is expected to accelerate the development of pure-play internet merchants. AI, IoT, and social media would proliferate, which would lead to an expansion of the AI in retail market.

Application Outlook

On the basis of Application, the AI in Retail Market is classified into Customer Relationship Management (CRM), Supply Chain and Logistics, Inventory Management, Product Optimization, In-Store Navigation, Payment and Pricing Analytics, and Virtual Assistant. In 2021, the customer relationship management (CRM) segment witnessed the largest revenue share of the Ai in retail market. A strong need to improve customer service and retention would propel the CRM industry to prominence. Retail suppliers may foster consumer loyalty and solid customer connections with the help of AI-powered virtual assistance, search engines, chatbots, and other technologies.

AI In Retail Market Report Coverage

Report Attribute	Details
Market size value in 2021	USD 5.4 Billion
Market size forecast in 2028	USD 24.1 Billion
Base Year	2021
Historical Period	2018 to 2020
Forecast Period	2022 to 2028
Revenue Growth Rate	CAGR of 24.4% from 2022 to 2028
Number of Pages	326
Number of Tables	493
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Market Share Analysis, Companies Strategic Developments, Company Profiling
Segments covered	Technology, Sales Channel, Component, Application, Region
Country scope	US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers	Higher Efficiency In Saving Cost And Optimizing The Experience Higher Supply Chain Capabilities
Restraints	High Costs As Well As Lack Of The Ability To Improve

Regional Outlook

Region-Wise, the AI in Retail Market is analyzed across North America, Europe, Asia-Pacific, and LAMEA.  In 2021, North America accounted for the largest revenue share of the Ai in retail market. As considerable investments are made in AI projects along with related research and development initiatives, there is potential for industrial expansion. Regional retail suppliers are also focusing on extracting the available data on consumer preferences to increase the effectiveness of their customer care. The market leaders use both organic and inorganic techniques in order to grow.

Free Valuable Insights: Global AI In Retail Market size to reach USD 24.1 Billion by 2028

KBV Cardinal Matrix - AI In Retail Market Competition Analysis

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the AI In Retail Market. Companies such as Amazon Web Services, Inc. (Amazon.com, Inc.), Intel Corporation and NVIDIA Corporation are some of the key innovators in AI In Retail Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Intel Corporation, Salesforce.com, Inc., NVIDIA Corporation, Amazon Web Services, Inc. (Amazon.com, Inc.), Google LLC, IBM Corporation, Microsoft Corporation, Oracle Corporation, SAP SE, and ViSenze Pte Ltd.

Strategies deployed in AI In Retail Market

» Partnerships, Collaborations and Agreements:

• Sep-2022: Microsoft partnered with Infosys, an Indian multinational information technology company. Through this partnership, the companies aimed to enable businesses to swiftly redefine customer experiences, amplify systems with cloud and data, and renew processes.
• Jun-2022: NVIDIA came into a partnership with Siemens, a German multinational conglomerate. Through this partnership, the companies aimed to integrate Siemens Xcelerator and NVIDIA Omniverse in order to offer an industrial metaverse along with physics-based digital models.
• Jun-2022: Google entered into a partnership with the H&M Group, a global fashion retailer. Through this partnership, the companies aimed to design and develop an enterprise data backbone encompassing a core data platform, advanced AI and ML capabilities, and data products.
• Jun-2022: Oracle joined hands with Komax, a retail group. Following this collaboration, Oracle would offer its Retail suite of services over its cloud infrastructure to Komax in order to help the business in introducing the latest clothing, accessories, and shoes from a range of popular brands to customers across Latin America.
• Apr-2022: SAP entered into a partnership with Kyndryl, a leading IT infrastructure services provider. With this partnership, the companies aimed to focus on bringing novel solutions to address the most complex digital business transformation challenges of customers.
• Mar-2022: NVIDIA teamed up with Kroger, an American retail company. With this collaboration, the companies aimed to improve the shopping experience for customers through AI-enabled services and applications.
• Mar-2022: Microsoft came into an agreement with ASOS, a British fashion retailer. With this agreement, the companies aimed to jointly work on a new project intending to expedite their strategic growth plans of Microsoft. Moreover, this partnership would also allow companies to meet the rising demand for better product availability along with personalized and seamless digital experiences.
• Feb-2022: AWS partnered with Kyndryl, an American multinational information technology infrastructure services provider. Following this partnership, the companies aimed to establish a Cloud Center of Excellence in order to develop joint solutions, including mission-critical infrastructure services, mainframe services, and network and edge computing services.
• Jan-2022: Microsoft joined hands with Tata Consultancy Services, an Indian multinational information technology services and consulting company. This collaboration aimed to develop and commercialize the newly launched Microsoft Cloud. furthermore, the new solution aimed to aid customers in expediting their transformation and growth journey.
• Jan-2022: Google came into a partnership with NCR Corporation, an American software, consulting, and technology company. Following this partnership, the companies aimed to develop an additional platform along with new capabilities, such as AI and ML. This partnership aimed to offer access to best-in-class tools along with seamless flexibility to retailers in order to provide enhanced in-store experiences for consumers.
• Sep-2021: Microsoft expanded its partnership with Honor, a smartphone brand. Under this expanded partnership, Honor would leverage AI translation as well as AI speech built or on Microsoft Azure. In addition, these services would support Honor's YOYO Smart Assistant.
• Jul-2021: Google expanded its partnership with Home Depot, an American multinational home improvement retail corporation. Through this expanded partnership, the companies aimed to advance digital transformation among retailers while also providing enhanced shopping experiences to customers.
• Jun-2021: Salesforce came into a partnership with AWS, a subsidiary of Amazon. This partnership aimed to streamline it for customers to leverage the complete range of the capabilities of AWS and Salesforce in order to build and deploy robust new business applications quickly.
• Apr-2021: NVIDIA collaborated with Cloudera, an American software company. Following this collaboration, the companies aimed to expedite AI and Data Analytics in the Cloud with a new software that allows businesses to accelerate data pipelines and also expand the performance boundaries of data and machine learning.
• Dec-2020: Salesforce teamed up with Yes Bank, an Indian bank. Under this collaboration, Yes Bank would offer personalized and smart customer experiences by leveraging the Salesforce platform to engage customers with a unified experience.
• Mar-2020: ViSenze collaborated with Pixibo, a fashion tech company. Under this acquisition, ViSenze would integrate its AI-powered visual commerce capabilities into Pixibo's fit and size recommendation platform in order to offer suitable goods on the basis of the preferences of the customer.

» Product Launches and Product Expansions:

• Aug-2022: ViSenze launched ViSenze’s Session-Based Recommendations, a new personalized e-commerce product recommendations solution. The new solution aimed to offer a more customized experience to customers without the requirement for gathering personal data.
• Jul-2022: Intel released a set of reference kits. The new solution aimed to allow data developers and data scientists to learn the faster and more convenient deployment of AI within manufacturing, retail, healthcare, and other environments.
• Jun-2022: Salesforce rolled out the Sales Cloud Unlimited, a unified platform. With this launch, the company aimed to propel its growth and also turn sales reps into reliable advisors.
• Jun-2021: NVIDIA rolled out the NVIDIA AI LaunchPad, a hybrid-cloud providers-delivered comprehensive program. The new solution aimed to offer immediate access to enterprises to NVIDIA-powered software and infrastructure with the aim to facilitate the entire AI lifecycle.
• Apr-2021: IBM introduced new capabilities for IBM Watson. With this product expansion, the companies aimed to integrate Time Series capabilities within IBM Watson Studio in beta to address challenges in automating, forecasting, and analyzing time series data.
• Apr-2021: Intel launched the new third Gen Intel Xeon Scalable processor, its most advanced artificial intelligence-based data center platform. The new solution aimed to offer a substantial spike in performance in contrast to the older generation.
• Jan-2021: Google unveiled a new range of retail AI products. Through this launch, the company aimed to increase its focus on reaching new industry verticals. The new product range is developed for large as well as small businesses in order to allow retailers to offer highly personalized product recommendations to their customers.

» Mergers & Acquisition:

• Jul-2022: SAP took over Askdata, a search-driven analytics startup. Following this acquisition, the company aimed to expand its ability to aid businesses in making well-informed decisions through AI-driven natural language searches.
• Mar-2022: Microsoft took over Nuance Communications, an American multinational computer software technology corporation. Following this acquisition, the company aimed to integrate the best-in-class conversational AI and ambient intelligence of Nuance into its trusted and secure industry cloud offerings.
• Feb-2022: IBM completed its acquisition of Neudesic, a leader in cloud services. Following this acquisition, the company aimed to expand its hybrid multi-cloud services offerings along with accelerating its AI and hybrid cloud strategy.
• Jan-2022: Oracle acquired Federos, an IT Services and IT Consulting company. This acquisition aimed to empower service providers through AI-optimized service as well as network analytics, assurance, and automated orchestration.
• Apr-2020: NVIDIA acquired Mellanox Technologies, an Israeli-American multinational supplier of computer networking products. With this acquisition, the company aimed to allow customers to experience higher performance, lower operating costs, and increased utilization of computing resources.

Scope of the Study

Market Segments Covered in the Report:

By Technology

• Machine Learning
• Natural Language Processing
• Chatbots
• Image & Video Analytics
• Swarm Intelligence

By Sales Channel

• Omnichannel
• Brick & Mortar
• Pure-play Online Retailers

By Component

• Solution
• Services

By Application

• Customer Relationship Management (CRM)
• Supply Chain & Logistics
• Inventory Management
• Product Optimization
• In-Store Navigation
• Payment & Pricing Analytics
• Virtual Assistant

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Key Market Players

List of Companies Profiled in the Report:

• Intel Corporation
• Salesforce.com, Inc.
• NVIDIA Corporation
• Amazon Web Services, Inc. (Amazon.com, Inc.)
• Google LLC
• IBM Corporation
• Microsoft Corporation
• Oracle Corporation
• SAP SE
• ViSenze Pte Ltd

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global AI In Retail Market, by Technology
1.4.2 Global AI In Retail Market, by Sales Channel
1.4.3 Global AI In Retail Market, by Component
1.4.4 Global AI In Retail Market, by Application
1.4.5 Global AI In Retail Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market composition and scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2018, May – 2022, Sep) Leading Players

Chapter 4. Global AI In Retail Market by Technology
4.1 Global Machine Learning Market by Region
4.2 Global Natural Language Processing Market by Region
4.3 Global Chatbots Market by Region
4.4 Global Image & Video Analytics Market by Region
4.5 Global Swarm Intelligence Market by Region

Chapter 5. Global AI In Retail Market by Sales Channel
5.1 Global Omnichannel Market by Region
5.2 Global Brick & Mortar Market by Region
5.3 Global Pure-play Online Retailers Market by Region

Chapter 6. Global AI In Retail Market by Component
6.1 Global Solution Market by Region
6.2 Global Services Market by Region

Chapter 7. Global AI In Retail Market by Application
7.1 Global Customer Relationship Management (CRM) Market by Region
7.2 Global Supply Chain & Logistics Market by Region
7.3 Global Inventory Management Market by Region
7.4 Global Product Optimization Market by Region
7.5 Global In-Store Navigation Market by Region
7.6 Global Payment & Pricing Analytics Market by Region
7.7 Global Virtual Assistant Market by Region

Chapter 8. Global AI In Retail Market by Region
8.1 North America AI In Retail Market
8.1.1 North America AI In Retail Market by Technology
8.1.1.1 North America Machine Learning Market by Country
8.1.1.2 North America Natural Language Processing Market by Country
8.1.1.3 North America Chatbots Market by Country
8.1.1.4 North America Image & Video Analytics Market by Country
8.1.1.5 North America Swarm Intelligence Market by Country
8.1.2 North America AI In Retail Market by Sales Channel
8.1.2.1 North America Omnichannel Market by Country
8.1.2.2 North America Brick & Mortar Market by Country
8.1.2.3 North America Pure-play Online Retailers Market by Country
8.1.3 North America AI In Retail Market by Component
8.1.3.1 North America Solution Market by Country
8.1.3.2 North America Services Market by Country
8.1.4 North America AI In Retail Market by Application
8.1.4.1 North America Customer Relationship Management (CRM) Market by Country
8.1.4.2 North America Supply Chain & Logistics Market by Country
8.1.4.3 North America Inventory Management Market by Country
8.1.4.4 North America Product Optimization Market by Country
8.1.4.5 North America In-Store Navigation Market by Country
8.1.4.6 North America Payment & Pricing Analytics Market by Country
8.1.4.7 North America Virtual Assistant Market by Country
8.1.5 North America AI In Retail Market by Country
8.1.5.1 US AI In Retail Market
8.1.5.1.1 US AI In Retail Market by Technology
8.1.5.1.2 US AI In Retail Market by Sales Channel
8.1.5.1.3 US AI In Retail Market by Component
8.1.5.1.4 US AI In Retail Market by Application
8.1.5.2 Canada AI In Retail Market
8.1.5.2.1 Canada AI In Retail Market by Technology
8.1.5.2.2 Canada AI In Retail Market by Sales Channel
8.1.5.2.3 Canada AI In Retail Market by Component
8.1.5.2.4 Canada AI In Retail Market by Application
8.1.5.3 Mexico AI In Retail Market
8.1.5.3.1 Mexico AI In Retail Market by Technology
8.1.5.3.2 Mexico AI In Retail Market by Sales Channel
8.1.5.3.3 Mexico AI In Retail Market by Component
8.1.5.3.4 Mexico AI In Retail Market by Application
8.1.5.4 Rest of North America AI In Retail Market
8.1.5.4.1 Rest of North America AI In Retail Market by Technology
8.1.5.4.2 Rest of North America AI In Retail Market by Sales Channel
8.1.5.4.3 Rest of North America AI In Retail Market by Component
8.1.5.4.4 Rest of North America AI In Retail Market by Application
8.2 Europe AI In Retail Market
8.2.1 Europe AI In Retail Market by Technology
8.2.1.1 Europe Machine Learning Market by Country
8.2.1.2 Europe Natural Language Processing Market by Country
8.2.1.3 Europe Chatbots Market by Country
8.2.1.4 Europe Image & Video Analytics Market by Country
8.2.1.5 Europe Swarm Intelligence Market by Country
8.2.2 Europe AI In Retail Market by Sales Channel
8.2.2.1 Europe Omnichannel Market by Country
8.2.2.2 Europe Brick & Mortar Market by Country
8.2.2.3 Europe Pure-play Online Retailers Market by Country
8.2.3 Europe AI In Retail Market by Component
8.2.3.1 Europe Solution Market by Country
8.2.3.2 Europe Services Market by Country
8.2.4 Europe AI In Retail Market by Application
8.2.4.1 Europe Customer Relationship Management (CRM) Market by Country
8.2.4.2 Europe Supply Chain & Logistics Market by Country
8.2.4.3 Europe Inventory Management Market by Country
8.2.4.4 Europe Product Optimization Market by Country
8.2.4.5 Europe In-Store Navigation Market by Country
8.2.4.6 Europe Payment & Pricing Analytics Market by Country
8.2.4.7 Europe Virtual Assistant Market by Country
8.2.5 Europe AI In Retail Market by Country
8.2.5.1 Germany AI In Retail Market
8.2.5.1.1 Germany AI In Retail Market by Technology
8.2.5.1.2 Germany AI In Retail Market by Sales Channel
8.2.5.1.3 Germany AI In Retail Market by Component
8.2.5.1.4 Germany AI In Retail Market by Application
8.2.5.2 UK AI In Retail Market
8.2.5.2.1 UK AI In Retail Market by Technology
8.2.5.2.2 UK AI In Retail Market by Sales Channel
8.2.5.2.3 UK AI In Retail Market by Component
8.2.5.2.4 UK AI In Retail Market by Application
8.2.5.3 France AI In Retail Market
8.2.5.3.1 France AI In Retail Market by Technology
8.2.5.3.2 France AI In Retail Market by Sales Channel
8.2.5.3.3 France AI In Retail Market by Component
8.2.5.3.4 France AI In Retail Market by Application
8.2.5.4 Russia AI In Retail Market
8.2.5.4.1 Russia AI In Retail Market by Technology
8.2.5.4.2 Russia AI In Retail Market by Sales Channel
8.2.5.4.3 Russia AI In Retail Market by Component
8.2.5.4.4 Russia AI In Retail Market by Application
8.2.5.5 Spain AI In Retail Market
8.2.5.5.1 Spain AI In Retail Market by Technology
8.2.5.5.2 Spain AI In Retail Market by Sales Channel
8.2.5.5.3 Spain AI In Retail Market by Component
8.2.5.5.4 Spain AI In Retail Market by Application
8.2.5.6 Italy AI In Retail Market
8.2.5.6.1 Italy AI In Retail Market by Technology
8.2.5.6.2 Italy AI In Retail Market by Sales Channel
8.2.5.6.3 Italy AI In Retail Market by Component
8.2.5.6.4 Italy AI In Retail Market by Application
8.2.5.7 Rest of Europe AI In Retail Market
8.2.5.7.1 Rest of Europe AI In Retail Market by Technology
8.2.5.7.2 Rest of Europe AI In Retail Market by Sales Channel
8.2.5.7.3 Rest of Europe AI In Retail Market by Component
8.2.5.7.4 Rest of Europe AI In Retail Market by Application
8.3 Asia Pacific AI In Retail Market
8.3.1 Asia Pacific AI In Retail Market by Technology
8.3.1.1 Asia Pacific Machine Learning Market by Country
8.3.1.2 Asia Pacific Natural Language Processing Market by Country
8.3.1.3 Asia Pacific Chatbots Market by Country
8.3.1.4 Asia Pacific Image & Video Analytics Market by Country
8.3.1.5 Asia Pacific Swarm Intelligence Market by Country
8.3.2 Asia Pacific AI In Retail Market by Sales Channel
8.3.2.1 Asia Pacific Omnichannel Market by Country
8.3.2.2 Asia Pacific Brick & Mortar Market by Country
8.3.2.3 Asia Pacific Pure-play Online Retailers Market by Country
8.3.3 Asia Pacific AI In Retail Market by Component
8.3.3.1 Asia Pacific Solution Market by Country
8.3.3.2 Asia Pacific Services Market by Country
8.3.4 Asia Pacific AI In Retail Market by Application
8.3.4.1 Asia Pacific Customer Relationship Management (CRM) Market by Country
8.3.4.2 Asia Pacific Supply Chain & Logistics Market by Country
8.3.4.3 Asia Pacific Inventory Management Market by Country
8.3.4.4 Asia Pacific Product Optimization Market by Country
8.3.4.5 Asia Pacific In-Store Navigation Market by Country
8.3.4.6 Asia Pacific Payment & Pricing Analytics Market by Country
8.3.4.7 Asia Pacific Virtual Assistant Market by Country
8.3.5 Asia Pacific AI In Retail Market by Country
8.3.5.1 China AI In Retail Market
8.3.5.1.1 China AI In Retail Market by Technology
8.3.5.1.2 China AI In Retail Market by Sales Channel
8.3.5.1.3 China AI In Retail Market by Component
8.3.5.1.4 China AI In Retail Market by Application
8.3.5.2 Japan AI In Retail Market
8.3.5.2.1 Japan AI In Retail Market by Technology
8.3.5.2.2 Japan AI In Retail Market by Sales Channel
8.3.5.2.3 Japan AI In Retail Market by Component
8.3.5.2.4 Japan AI In Retail Market by Application
8.3.5.3 India AI In Retail Market
8.3.5.3.1 India AI In Retail Market by Technology
8.3.5.3.2 India AI In Retail Market by Sales Channel
8.3.5.3.3 India AI In Retail Market by Component
8.3.5.3.4 India AI In Retail Market by Application
8.3.5.4 South Korea AI In Retail Market
8.3.5.4.1 South Korea AI In Retail Market by Technology
8.3.5.4.2 South Korea AI In Retail Market by Sales Channel
8.3.5.4.3 South Korea AI In Retail Market by Component
8.3.5.4.4 South Korea AI In Retail Market by Application
8.3.5.5 Singapore AI In Retail Market
8.3.5.5.1 Singapore AI In Retail Market by Technology
8.3.5.5.2 Singapore AI In Retail Market by Sales Channel
8.3.5.5.3 Singapore AI In Retail Market by Component
8.3.5.5.4 Singapore AI In Retail Market by Application
8.3.5.6 Malaysia AI In Retail Market
8.3.5.6.1 Malaysia AI In Retail Market by Technology
8.3.5.6.2 Malaysia AI In Retail Market by Sales Channel
8.3.5.6.3 Malaysia AI In Retail Market by Component
8.3.5.6.4 Malaysia AI In Retail Market by Application
8.3.5.7 Rest of Asia Pacific AI In Retail Market
8.3.5.7.1 Rest of Asia Pacific AI In Retail Market by Technology
8.3.5.7.2 Rest of Asia Pacific AI In Retail Market by Sales Channel
8.3.5.7.3 Rest of Asia Pacific AI In Retail Market by Component
8.3.5.7.4 Rest of Asia Pacific AI In Retail Market by Application
8.4 LAMEA AI In Retail Market
8.4.1 LAMEA AI In Retail Market by Technology
8.4.1.1 LAMEA Machine Learning Market by Country
8.4.1.2 LAMEA Natural Language Processing Market by Country
8.4.1.3 LAMEA Chatbots Market by Country
8.4.1.4 LAMEA Image & Video Analytics Market by Country
8.4.1.5 LAMEA Swarm Intelligence Market by Country
8.4.2 LAMEA AI In Retail Market by Sales Channel
8.4.2.1 LAMEA Omnichannel Market by Country
8.4.2.2 LAMEA Brick & Mortar Market by Country
8.4.2.3 LAMEA Pure-play Online Retailers Market by Country
8.4.3 LAMEA AI In Retail Market by Component
8.4.3.1 LAMEA Solution Market by Country
8.4.3.2 LAMEA Services Market by Country
8.4.4 LAMEA AI In Retail Market by Application
8.4.4.1 LAMEA Customer Relationship Management (CRM) Market by Country
8.4.4.2 LAMEA Supply Chain & Logistics Market by Country
8.4.4.3 LAMEA Inventory Management Market by Country
8.4.4.4 LAMEA Product Optimization Market by Country
8.4.4.5 LAMEA In-Store Navigation Market by Country
8.4.4.6 LAMEA Payment & Pricing Analytics Market by Country
8.4.4.7 LAMEA Virtual Assistant Market by Country
8.4.5 LAMEA AI In Retail Market by Country
8.4.5.1 Brazil AI In Retail Market
8.4.5.1.1 Brazil AI In Retail Market by Technology
8.4.5.1.2 Brazil AI In Retail Market by Sales Channel
8.4.5.1.3 Brazil AI In Retail Market by Component
8.4.5.1.4 Brazil AI In Retail Market by Application
8.4.5.2 Argentina AI In Retail Market
8.4.5.2.1 Argentina AI In Retail Market by Technology
8.4.5.2.2 Argentina AI In Retail Market by Sales Channel
8.4.5.2.3 Argentina AI In Retail Market by Component
8.4.5.2.4 Argentina AI In Retail Market by Application
8.4.5.3 UAE AI In Retail Market
8.4.5.3.1 UAE AI In Retail Market by Technology
8.4.5.3.2 UAE AI In Retail Market by Sales Channel
8.4.5.3.3 UAE AI In Retail Market by Component
8.4.5.3.4 UAE AI In Retail Market by Application
8.4.5.4 Saudi Arabia AI In Retail Market
8.4.5.4.1 Saudi Arabia AI In Retail Market by Technology
8.4.5.4.2 Saudi Arabia AI In Retail Market by Sales Channel
8.4.5.4.3 Saudi Arabia AI In Retail Market by Component
8.4.5.4.4 Saudi Arabia AI In Retail Market by Application
8.4.5.5 South Africa AI In Retail Market
8.4.5.5.1 South Africa AI In Retail Market by Technology
8.4.5.5.2 South Africa AI In Retail Market by Sales Channel
8.4.5.5.3 South Africa AI In Retail Market by Component
8.4.5.5.4 South Africa AI In Retail Market by Application
8.4.5.6 Nigeria AI In Retail Market
8.4.5.6.1 Nigeria AI In Retail Market by Technology
8.4.5.6.2 Nigeria AI In Retail Market by Sales Channel
8.4.5.6.3 Nigeria AI In Retail Market by Component
8.4.5.6.4 Nigeria AI In Retail Market by Application
8.4.5.7 Rest of LAMEA AI In Retail Market
8.4.5.7.1 Rest of LAMEA AI In Retail Market by Technology
8.4.5.7.2 Rest of LAMEA AI In Retail Market by Sales Channel
8.4.5.7.3 Rest of LAMEA AI In Retail Market by Component
8.4.5.7.4 Rest of LAMEA AI In Retail Market by Application

Chapter 9. Company Profiles
9.1 Intel Corporation
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental and Regional Analysis
9.1.4 Research & Development Expenses
9.1.5 Recent strategies and developments:
9.1.5.1 Product Launches and Product Expansions:
9.1.5.2 Acquisition and Mergers:
9.1.6 SWOT Analysis
9.2 Salesforce.com, Inc.
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Regional Analysis
9.2.4 Research & Development Expense
9.2.5 Recent strategies and developments:
9.2.5.1 Partnerships, Collaborations, and Agreements:
9.2.5.2 Product Launches and Product Expansions:
9.2.6 SWOT Analysis
9.3 NVIDIA Corporation
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 Recent strategies and developments:
9.3.5.1 Partnerships, Collaborations, and Agreements:
9.3.5.2 Product Launches and Product Expansions:
9.3.5.3 Acquisition and Mergers:
9.3.6 SWOT Analysis
9.4 Amazon Web Services, Inc. (Amazon.com, Inc.)
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental Analysis
9.4.4 Recent strategies and developments:
9.4.4.1 Partnerships, Collaborations, and Agreements:
9.4.5 SWOT Analysis
9.5 Google LLC
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Segmental and Regional Analysis
9.5.4 Research & Development Expense
9.5.5 Recent strategies and developments:
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.5.5.2 Product Launches and Product Expansions:
9.5.6 SWOT Analysis
9.6 IBM Corporation
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Regional & Segmental Analysis
9.6.4 Research & Development Expenses
9.6.5 Recent strategies and developments:
9.6.5.1 Mergers & Acquisition:
9.6.5.2 Product Launches and Product Expansions:
9.6.6 SWOT Analysis
9.7 Microsoft Corporation
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Segmental and Regional Analysis
9.7.4 Research & Development Expenses
9.7.5 Recent strategies and developments:
9.7.5.1 Partnerships, Collaborations, and Agreements:
9.7.5.2 Mergers & Acquisition:
9.7.6 SWOT Analysis
9.8 Oracle Corporation
9.8.1 Company Overview
9.8.2 Financial Analysis
9.8.3 Segmental and Regional Analysis
9.8.4 Research & Development Expense
9.8.5 Recent strategies and developments:
9.8.5.1 Partnerships, Collaborations & Agreements:
9.8.5.2 Acquisition and Mergers:
9.8.6 SWOT Analysis
9.9 SAP SE
9.9.1 Company Overview
9.9.2 Financial Analysis
9.9.3 Segmental and Regional Analysis
9.9.4 Research & Development Expense
9.9.5 Recent strategies and developments:
9.9.5.1 Partnerships, Collaborations, and Agreements:
9.9.5.2 Acquisition and Mergers:
9.10. ViSenze Pte Ltd
9.10.1 Company Overview
9.10.2 Recent strategies and developments:
9.10.2.1 Partnerships, Collaborations, and Agreements:
9.10.2.2 Product Launches and Product Expansions:

TABLE 1 Global AI In Retail Market, 2018 - 2021, USD Million
TABLE 2 Global AI In Retail Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– AI In Retail Market
TABLE 4 Product Launches And Product Expansions– AI In Retail Market
TABLE 5 Acquisition and Mergers– AI In Retail Market
TABLE 6 Global AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 7 Global AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 8 Global Machine Learning Market by Region, 2018 - 2021, USD Million
TABLE 9 Global Machine Learning Market by Region, 2022 - 2028, USD Million
TABLE 10 Global Natural Language Processing Market by Region, 2018 - 2021, USD Million
TABLE 11 Global Natural Language Processing Market by Region, 2022 - 2028, USD Million
TABLE 12 Global Chatbots Market by Region, 2018 - 2021, USD Million
TABLE 13 Global Chatbots Market by Region, 2022 - 2028, USD Million
TABLE 14 Global Image & Video Analytics Market by Region, 2018 - 2021, USD Million
TABLE 15 Global Image & Video Analytics Market by Region, 2022 - 2028, USD Million
TABLE 16 Global Swarm Intelligence Market by Region, 2018 - 2021, USD Million
TABLE 17 Global Swarm Intelligence Market by Region, 2022 - 2028, USD Million
TABLE 18 Global AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 19 Global AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 20 Global Omnichannel Market by Region, 2018 - 2021, USD Million
TABLE 21 Global Omnichannel Market by Region, 2022 - 2028, USD Million
TABLE 22 Global Brick & Mortar Market by Region, 2018 - 2021, USD Million
TABLE 23 Global Brick & Mortar Market by Region, 2022 - 2028, USD Million
TABLE 24 Global Pure-play Online Retailers Market by Region, 2018 - 2021, USD Million
TABLE 25 Global Pure-play Online Retailers Market by Region, 2022 - 2028, USD Million
TABLE 26 Global AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 27 Global AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 28 Global Solution Market by Region, 2018 - 2021, USD Million
TABLE 29 Global Solution Market by Region, 2022 - 2028, USD Million
TABLE 30 Global Services Market by Region, 2018 - 2021, USD Million
TABLE 31 Global Services Market by Region, 2022 - 2028, USD Million
TABLE 32 Global AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 33 Global AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 34 Global Customer Relationship Management (CRM) Market by Region, 2018 - 2021, USD Million
TABLE 35 Global Customer Relationship Management (CRM) Market by Region, 2022 - 2028, USD Million
TABLE 36 Global Supply Chain & Logistics Market by Region, 2018 - 2021, USD Million
TABLE 37 Global Supply Chain & Logistics Market by Region, 2022 - 2028, USD Million
TABLE 38 Global Inventory Management Market by Region, 2018 - 2021, USD Million
TABLE 39 Global Inventory Management Market by Region, 2022 - 2028, USD Million
TABLE 40 Global Product Optimization Market by Region, 2018 - 2021, USD Million
TABLE 41 Global Product Optimization Market by Region, 2022 - 2028, USD Million
TABLE 42 Global In-Store Navigation Market by Region, 2018 - 2021, USD Million
TABLE 43 Global In-Store Navigation Market by Region, 2022 - 2028, USD Million
TABLE 44 Global Payment & Pricing Analytics Market by Region, 2018 - 2021, USD Million
TABLE 45 Global Payment & Pricing Analytics Market by Region, 2022 - 2028, USD Million
TABLE 46 Global Virtual Assistant Market by Region, 2018 - 2021, USD Million
TABLE 47 Global Virtual Assistant Market by Region, 2022 - 2028, USD Million
TABLE 48 Global AI In Retail Market by Region, 2018 - 2021, USD Million
TABLE 49 Global AI In Retail Market by Region, 2022 - 2028, USD Million
TABLE 50 North America AI In Retail Market, 2018 - 2021, USD Million
TABLE 51 North America AI In Retail Market, 2022 - 2028, USD Million
TABLE 52 North America AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 53 North America AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 54 North America Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 55 North America Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 56 North America Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 57 North America Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 58 North America Chatbots Market by Country, 2018 - 2021, USD Million
TABLE 59 North America Chatbots Market by Country, 2022 - 2028, USD Million
TABLE 60 North America Image & Video Analytics Market by Country, 2018 - 2021, USD Million
TABLE 61 North America Image & Video Analytics Market by Country, 2022 - 2028, USD Million
TABLE 62 North America Swarm Intelligence Market by Country, 2018 - 2021, USD Million
TABLE 63 North America Swarm Intelligence Market by Country, 2022 - 2028, USD Million
TABLE 64 North America AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 65 North America AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 66 North America Omnichannel Market by Country, 2018 - 2021, USD Million
TABLE 67 North America Omnichannel Market by Country, 2022 - 2028, USD Million
TABLE 68 North America Brick & Mortar Market by Country, 2018 - 2021, USD Million
TABLE 69 North America Brick & Mortar Market by Country, 2022 - 2028, USD Million
TABLE 70 North America Pure-play Online Retailers Market by Country, 2018 - 2021, USD Million
TABLE 71 North America Pure-play Online Retailers Market by Country, 2022 - 2028, USD Million
TABLE 72 North America AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 73 North America AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 74 North America Solution Market by Country, 2018 - 2021, USD Million
TABLE 75 North America Solution Market by Country, 2022 - 2028, USD Million
TABLE 76 North America Services Market by Country, 2018 - 2021, USD Million
TABLE 77 North America Services Market by Country, 2022 - 2028, USD Million
TABLE 78 North America AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 79 North America AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 80 North America Customer Relationship Management (CRM) Market by Country, 2018 - 2021, USD Million
TABLE 81 North America Customer Relationship Management (CRM) Market by Country, 2022 - 2028, USD Million
TABLE 82 North America Supply Chain & Logistics Market by Country, 2018 - 2021, USD Million
TABLE 83 North America Supply Chain & Logistics Market by Country, 2022 - 2028, USD Million
TABLE 84 North America Inventory Management Market by Country, 2018 - 2021, USD Million
TABLE 85 North America Inventory Management Market by Country, 2022 - 2028, USD Million
TABLE 86 North America Product Optimization Market by Country, 2018 - 2021, USD Million
TABLE 87 North America Product Optimization Market by Country, 2022 - 2028, USD Million
TABLE 88 North America In-Store Navigation Market by Country, 2018 - 2021, USD Million
TABLE 89 North America In-Store Navigation Market by Country, 2022 - 2028, USD Million
TABLE 90 North America Payment & Pricing Analytics Market by Country, 2018 - 2021, USD Million
TABLE 91 North America Payment & Pricing Analytics Market by Country, 2022 - 2028, USD Million
TABLE 92 North America Virtual Assistant Market by Country, 2018 - 2021, USD Million
TABLE 93 North America Virtual Assistant Market by Country, 2022 - 2028, USD Million
TABLE 94 North America AI In Retail Market by Country, 2018 - 2021, USD Million
TABLE 95 North America AI In Retail Market by Country, 2022 - 2028, USD Million
TABLE 96 US AI In Retail Market, 2018 - 2021, USD Million
TABLE 97 US AI In Retail Market, 2022 - 2028, USD Million
TABLE 98 US AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 99 US AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 100 US AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 101 US AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 102 US AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 103 US AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 104 US AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 105 US AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 106 Canada AI In Retail Market, 2018 - 2021, USD Million
TABLE 107 Canada AI In Retail Market, 2022 - 2028, USD Million
TABLE 108 Canada AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 109 Canada AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 110 Canada AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 111 Canada AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 112 Canada AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 113 Canada AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 114 Canada AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 115 Canada AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 116 Mexico AI In Retail Market, 2018 - 2021, USD Million
TABLE 117 Mexico AI In Retail Market, 2022 - 2028, USD Million
TABLE 118 Mexico AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 119 Mexico AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 120 Mexico AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 121 Mexico AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 122 Mexico AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 123 Mexico AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 124 Mexico AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 125 Mexico AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 126 Rest of North America AI In Retail Market, 2018 - 2021, USD Million
TABLE 127 Rest of North America AI In Retail Market, 2022 - 2028, USD Million
TABLE 128 Rest of North America AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 129 Rest of North America AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 130 Rest of North America AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 131 Rest of North America AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 132 Rest of North America AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 133 Rest of North America AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 134 Rest of North America AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 135 Rest of North America AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 136 Europe AI In Retail Market, 2018 - 2021, USD Million
TABLE 137 Europe AI In Retail Market, 2022 - 2028, USD Million
TABLE 138 Europe AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 139 Europe AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 140 Europe Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 141 Europe Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 142 Europe Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 143 Europe Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 144 Europe Chatbots Market by Country, 2018 - 2021, USD Million
TABLE 145 Europe Chatbots Market by Country, 2022 - 2028, USD Million
TABLE 146 Europe Image & Video Analytics Market by Country, 2018 - 2021, USD Million
TABLE 147 Europe Image & Video Analytics Market by Country, 2022 - 2028, USD Million
TABLE 148 Europe Swarm Intelligence Market by Country, 2018 - 2021, USD Million
TABLE 149 Europe Swarm Intelligence Market by Country, 2022 - 2028, USD Million
TABLE 150 Europe AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 151 Europe AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 152 Europe Omnichannel Market by Country, 2018 - 2021, USD Million
TABLE 153 Europe Omnichannel Market by Country, 2022 - 2028, USD Million
TABLE 154 Europe Brick & Mortar Market by Country, 2018 - 2021, USD Million
TABLE 155 Europe Brick & Mortar Market by Country, 2022 - 2028, USD Million
TABLE 156 Europe Pure-play Online Retailers Market by Country, 2018 - 2021, USD Million
TABLE 157 Europe Pure-play Online Retailers Market by Country, 2022 - 2028, USD Million
TABLE 158 Europe AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 159 Europe AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 160 Europe Solution Market by Country, 2018 - 2021, USD Million
TABLE 161 Europe Solution Market by Country, 2022 - 2028, USD Million
TABLE 162 Europe Services Market by Country, 2018 - 2021, USD Million
TABLE 163 Europe Services Market by Country, 2022 - 2028, USD Million
TABLE 164 Europe AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 165 Europe AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 166 Europe Customer Relationship Management (CRM) Market by Country, 2018 - 2021, USD Million
TABLE 167 Europe Customer Relationship Management (CRM) Market by Country, 2022 - 2028, USD Million
TABLE 168 Europe Supply Chain & Logistics Market by Country, 2018 - 2021, USD Million
TABLE 169 Europe Supply Chain & Logistics Market by Country, 2022 - 2028, USD Million
TABLE 170 Europe Inventory Management Market by Country, 2018 - 2021, USD Million
TABLE 171 Europe Inventory Management Market by Country, 2022 - 2028, USD Million
TABLE 172 Europe Product Optimization Market by Country, 2018 - 2021, USD Million
TABLE 173 Europe Product Optimization Market by Country, 2022 - 2028, USD Million
TABLE 174 Europe In-Store Navigation Market by Country, 2018 - 2021, USD Million
TABLE 175 Europe In-Store Navigation Market by Country, 2022 - 2028, USD Million
TABLE 176 Europe Payment & Pricing Analytics Market by Country, 2018 - 2021, USD Million
TABLE 177 Europe Payment & Pricing Analytics Market by Country, 2022 - 2028, USD Million
TABLE 178 Europe Virtual Assistant Market by Country, 2018 - 2021, USD Million
TABLE 179 Europe Virtual Assistant Market by Country, 2022 - 2028, USD Million
TABLE 180 Europe AI In Retail Market by Country, 2018 - 2021, USD Million
TABLE 181 Europe AI In Retail Market by Country, 2022 - 2028, USD Million
TABLE 182 Germany AI In Retail Market, 2018 - 2021, USD Million
TABLE 183 Germany AI In Retail Market, 2022 - 2028, USD Million
TABLE 184 Germany AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 185 Germany AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 186 Germany AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 187 Germany AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 188 Germany AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 189 Germany AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 190 Germany AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 191 Germany AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 192 UK AI In Retail Market, 2018 - 2021, USD Million
TABLE 193 UK AI In Retail Market, 2022 - 2028, USD Million
TABLE 194 UK AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 195 UK AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 196 UK AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 197 UK AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 198 UK AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 199 UK AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 200 UK AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 201 UK AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 202 France AI In Retail Market, 2018 - 2021, USD Million
TABLE 203 France AI In Retail Market, 2022 - 2028, USD Million
TABLE 204 France AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 205 France AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 206 France AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 207 France AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 208 France AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 209 France AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 210 France AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 211 France AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 212 Russia AI In Retail Market, 2018 - 2021, USD Million
TABLE 213 Russia AI In Retail Market, 2022 - 2028, USD Million
TABLE 214 Russia AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 215 Russia AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 216 Russia AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 217 Russia AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 218 Russia AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 219 Russia AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 220 Russia AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 221 Russia AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 222 Spain AI In Retail Market, 2018 - 2021, USD Million
TABLE 223 Spain AI In Retail Market, 2022 - 2028, USD Million
TABLE 224 Spain AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 225 Spain AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 226 Spain AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 227 Spain AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 228 Spain AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 229 Spain AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 230 Spain AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 231 Spain AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 232 Italy AI In Retail Market, 2018 - 2021, USD Million
TABLE 233 Italy AI In Retail Market, 2022 - 2028, USD Million
TABLE 234 Italy AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 235 Italy AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 236 Italy AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 237 Italy AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 238 Italy AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 239 Italy AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 240 Italy AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 241 Italy AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 242 Rest of Europe AI In Retail Market, 2018 - 2021, USD Million
TABLE 243 Rest of Europe AI In Retail Market, 2022 - 2028, USD Million
TABLE 244 Rest of Europe AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 245 Rest of Europe AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 246 Rest of Europe AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 247 Rest of Europe AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 248 Rest of Europe AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 249 Rest of Europe AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 250 Rest of Europe AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 251 Rest of Europe AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 252 Asia Pacific AI In Retail Market, 2018 - 2021, USD Million
TABLE 253 Asia Pacific AI In Retail Market, 2022 - 2028, USD Million
TABLE 254 Asia Pacific AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 255 Asia Pacific AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 256 Asia Pacific Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 257 Asia Pacific Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 258 Asia Pacific Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 259 Asia Pacific Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 260 Asia Pacific Chatbots Market by Country, 2018 - 2021, USD Million
TABLE 261 Asia Pacific Chatbots Market by Country, 2022 - 2028, USD Million
TABLE 262 Asia Pacific Image & Video Analytics Market by Country, 2018 - 2021, USD Million
TABLE 263 Asia Pacific Image & Video Analytics Market by Country, 2022 - 2028, USD Million
TABLE 264 Asia Pacific Swarm Intelligence Market by Country, 2018 - 2021, USD Million
TABLE 265 Asia Pacific Swarm Intelligence Market by Country, 2022 - 2028, USD Million
TABLE 266 Asia Pacific AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 267 Asia Pacific AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 268 Asia Pacific Omnichannel Market by Country, 2018 - 2021, USD Million
TABLE 269 Asia Pacific Omnichannel Market by Country, 2022 - 2028, USD Million
TABLE 270 Asia Pacific Brick & Mortar Market by Country, 2018 - 2021, USD Million
TABLE 271 Asia Pacific Brick & Mortar Market by Country, 2022 - 2028, USD Million
TABLE 272 Asia Pacific Pure-play Online Retailers Market by Country, 2018 - 2021, USD Million
TABLE 273 Asia Pacific Pure-play Online Retailers Market by Country, 2022 - 2028, USD Million
TABLE 274 Asia Pacific AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 275 Asia Pacific AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 276 Asia Pacific Solution Market by Country, 2018 - 2021, USD Million
TABLE 277 Asia Pacific Solution Market by Country, 2022 - 2028, USD Million
TABLE 278 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
TABLE 279 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
TABLE 280 Asia Pacific AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 281 Asia Pacific AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 282 Asia Pacific Customer Relationship Management (CRM) Market by Country, 2018 - 2021, USD Million
TABLE 283 Asia Pacific Customer Relationship Management (CRM) Market by Country, 2022 - 2028, USD Million
TABLE 284 Asia Pacific Supply Chain & Logistics Market by Country, 2018 - 2021, USD Million
TABLE 285 Asia Pacific Supply Chain & Logistics Market by Country, 2022 - 2028, USD Million
TABLE 286 Asia Pacific Inventory Management Market by Country, 2018 - 2021, USD Million
TABLE 287 Asia Pacific Inventory Management Market by Country, 2022 - 2028, USD Million
TABLE 288 Asia Pacific Product Optimization Market by Country, 2018 - 2021, USD Million
TABLE 289 Asia Pacific Product Optimization Market by Country, 2022 - 2028, USD Million
TABLE 290 Asia Pacific In-Store Navigation Market by Country, 2018 - 2021, USD Million
TABLE 291 Asia Pacific In-Store Navigation Market by Country, 2022 - 2028, USD Million
TABLE 292 Asia Pacific Payment & Pricing Analytics Market by Country, 2018 - 2021, USD Million
TABLE 293 Asia Pacific Payment & Pricing Analytics Market by Country, 2022 - 2028, USD Million
TABLE 294 Asia Pacific Virtual Assistant Market by Country, 2018 - 2021, USD Million
TABLE 295 Asia Pacific Virtual Assistant Market by Country, 2022 - 2028, USD Million
TABLE 296 Asia Pacific AI In Retail Market by Country, 2018 - 2021, USD Million
TABLE 297 Asia Pacific AI In Retail Market by Country, 2022 - 2028, USD Million
TABLE 298 China AI In Retail Market, 2018 - 2021, USD Million
TABLE 299 China AI In Retail Market, 2022 - 2028, USD Million
TABLE 300 China AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 301 China AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 302 China AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 303 China AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 304 China AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 305 China AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 306 China AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 307 China AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 308 Japan AI In Retail Market, 2018 - 2021, USD Million
TABLE 309 Japan AI In Retail Market, 2022 - 2028, USD Million
TABLE 310 Japan AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 311 Japan AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 312 Japan AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 313 Japan AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 314 Japan AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 315 Japan AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 316 Japan AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 317 Japan AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 318 India AI In Retail Market, 2018 - 2021, USD Million
TABLE 319 India AI In Retail Market, 2022 - 2028, USD Million
TABLE 320 India AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 321 India AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 322 India AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 323 India AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 324 India AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 325 India AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 326 India AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 327 India AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 328 South Korea AI In Retail Market, 2018 - 2021, USD Million
TABLE 329 South Korea AI In Retail Market, 2022 - 2028, USD Million
TABLE 330 South Korea AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 331 South Korea AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 332 South Korea AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 333 South Korea AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 334 South Korea AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 335 South Korea AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 336 South Korea AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 337 South Korea AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 338 Singapore AI In Retail Market, 2018 - 2021, USD Million
TABLE 339 Singapore AI In Retail Market, 2022 - 2028, USD Million
TABLE 340 Singapore AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 341 Singapore AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 342 Singapore AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 343 Singapore AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 344 Singapore AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 345 Singapore AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 346 Singapore AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 347 Singapore AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 348 Malaysia AI In Retail Market, 2018 - 2021, USD Million
TABLE 349 Malaysia AI In Retail Market, 2022 - 2028, USD Million
TABLE 350 Malaysia AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 351 Malaysia AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 352 Malaysia AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 353 Malaysia AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 354 Malaysia AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 355 Malaysia AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 356 Malaysia AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 357 Malaysia AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 358 Rest of Asia Pacific AI In Retail Market, 2018 - 2021, USD Million
TABLE 359 Rest of Asia Pacific AI In Retail Market, 2022 - 2028, USD Million
TABLE 360 Rest of Asia Pacific AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 361 Rest of Asia Pacific AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 362 Rest of Asia Pacific AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 363 Rest of Asia Pacific AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 364 Rest of Asia Pacific AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 365 Rest of Asia Pacific AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 366 Rest of Asia Pacific AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 367 Rest of Asia Pacific AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 368 LAMEA AI In Retail Market, 2018 - 2021, USD Million
TABLE 369 LAMEA AI In Retail Market, 2022 - 2028, USD Million
TABLE 370 LAMEA AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 371 LAMEA AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 372 LAMEA Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 373 LAMEA Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 374 LAMEA Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 375 LAMEA Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 376 LAMEA Chatbots Market by Country, 2018 - 2021, USD Million
TABLE 377 LAMEA Chatbots Market by Country, 2022 - 2028, USD Million
TABLE 378 LAMEA Image & Video Analytics Market by Country, 2018 - 2021, USD Million
TABLE 379 LAMEA Image & Video Analytics Market by Country, 2022 - 2028, USD Million
TABLE 380 LAMEA Swarm Intelligence Market by Country, 2018 - 2021, USD Million
TABLE 381 LAMEA Swarm Intelligence Market by Country, 2022 - 2028, USD Million
TABLE 382 LAMEA AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 383 LAMEA AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 384 LAMEA Omnichannel Market by Country, 2018 - 2021, USD Million
TABLE 385 LAMEA Omnichannel Market by Country, 2022 - 2028, USD Million
TABLE 386 LAMEA Brick & Mortar Market by Country, 2018 - 2021, USD Million
TABLE 387 LAMEA Brick & Mortar Market by Country, 2022 - 2028, USD Million
TABLE 388 LAMEA Pure-play Online Retailers Market by Country, 2018 - 2021, USD Million
TABLE 389 LAMEA Pure-play Online Retailers Market by Country, 2022 - 2028, USD Million
TABLE 390 LAMEA AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 391 LAMEA AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 392 LAMEA Solution Market by Country, 2018 - 2021, USD Million
TABLE 393 LAMEA Solution Market by Country, 2022 - 2028, USD Million
TABLE 394 LAMEA Services Market by Country, 2018 - 2021, USD Million
TABLE 395 LAMEA Services Market by Country, 2022 - 2028, USD Million
TABLE 396 LAMEA AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 397 LAMEA AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 398 LAMEA Customer Relationship Management (CRM) Market by Country, 2018 - 2021, USD Million
TABLE 399 LAMEA Customer Relationship Management (CRM) Market by Country, 2022 - 2028, USD Million
TABLE 400 LAMEA Supply Chain & Logistics Market by Country, 2018 - 2021, USD Million
TABLE 401 LAMEA Supply Chain & Logistics Market by Country, 2022 - 2028, USD Million
TABLE 402 LAMEA Inventory Management Market by Country, 2018 - 2021, USD Million
TABLE 403 LAMEA Inventory Management Market by Country, 2022 - 2028, USD Million
TABLE 404 LAMEA Product Optimization Market by Country, 2018 - 2021, USD Million
TABLE 405 LAMEA Product Optimization Market by Country, 2022 - 2028, USD Million
TABLE 406 LAMEA In-Store Navigation Market by Country, 2018 - 2021, USD Million
TABLE 407 LAMEA In-Store Navigation Market by Country, 2022 - 2028, USD Million
TABLE 408 LAMEA Payment & Pricing Analytics Market by Country, 2018 - 2021, USD Million
TABLE 409 LAMEA Payment & Pricing Analytics Market by Country, 2022 - 2028, USD Million
TABLE 410 LAMEA Virtual Assistant Market by Country, 2018 - 2021, USD Million
TABLE 411 LAMEA Virtual Assistant Market by Country, 2022 - 2028, USD Million
TABLE 412 LAMEA AI In Retail Market by Country, 2018 - 2021, USD Million
TABLE 413 LAMEA AI In Retail Market by Country, 2022 - 2028, USD Million
TABLE 414 Brazil AI In Retail Market, 2018 - 2021, USD Million
TABLE 415 Brazil AI In Retail Market, 2022 - 2028, USD Million
TABLE 416 Brazil AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 417 Brazil AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 418 Brazil AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 419 Brazil AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 420 Brazil AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 421 Brazil AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 422 Brazil AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 423 Brazil AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 424 Argentina AI In Retail Market, 2018 - 2021, USD Million
TABLE 425 Argentina AI In Retail Market, 2022 - 2028, USD Million
TABLE 426 Argentina AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 427 Argentina AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 428 Argentina AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 429 Argentina AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 430 Argentina AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 431 Argentina AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 432 Argentina AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 433 Argentina AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 434 UAE AI In Retail Market, 2018 - 2021, USD Million
TABLE 435 UAE AI In Retail Market, 2022 - 2028, USD Million
TABLE 436 UAE AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 437 UAE AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 438 UAE AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 439 UAE AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 440 UAE AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 441 UAE AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 442 UAE AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 443 UAE AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 444 Saudi Arabia AI In Retail Market, 2018 - 2021, USD Million
TABLE 445 Saudi Arabia AI In Retail Market, 2022 - 2028, USD Million
TABLE 446 Saudi Arabia AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 447 Saudi Arabia AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 448 Saudi Arabia AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 449 Saudi Arabia AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 450 Saudi Arabia AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 451 Saudi Arabia AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 452 Saudi Arabia AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 453 Saudi Arabia AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 454 South Africa AI In Retail Market, 2018 - 2021, USD Million
TABLE 455 South Africa AI In Retail Market, 2022 - 2028, USD Million
TABLE 456 South Africa AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 457 South Africa AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 458 South Africa AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 459 South Africa AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 460 South Africa AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 461 South Africa AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 462 South Africa AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 463 South Africa AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 464 Nigeria AI In Retail Market, 2018 - 2021, USD Million
TABLE 465 Nigeria AI In Retail Market, 2022 - 2028, USD Million
TABLE 466 Nigeria AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 467 Nigeria AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 468 Nigeria AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 469 Nigeria AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 470 Nigeria AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 471 Nigeria AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 472 Nigeria AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 473 Nigeria AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 474 Rest of LAMEA AI In Retail Market, 2018 - 2021, USD Million
TABLE 475 Rest of LAMEA AI In Retail Market, 2022 - 2028, USD Million
TABLE 476 Rest of LAMEA AI In Retail Market by Technology, 2018 - 2021, USD Million
TABLE 477 Rest of LAMEA AI In Retail Market by Technology, 2022 - 2028, USD Million
TABLE 478 Rest of LAMEA AI In Retail Market by Sales Channel, 2018 - 2021, USD Million
TABLE 479 Rest of LAMEA AI In Retail Market by Sales Channel, 2022 - 2028, USD Million
TABLE 480 Rest of LAMEA AI In Retail Market by Component, 2018 - 2021, USD Million
TABLE 481 Rest of LAMEA AI In Retail Market by Component, 2022 - 2028, USD Million
TABLE 482 Rest of LAMEA AI In Retail Market by Application, 2018 - 2021, USD Million
TABLE 483 Rest of LAMEA AI In Retail Market by Application, 2022 - 2028, USD Million
TABLE 484 Key Information – Intel Corporation
TABLE 485 Key Information –Salesforce.com, Inc.
TABLE 486 Key Information – NVIDIA Corporation
TABLE 487 Key Information – Amazon Web Services, Inc.
TABLE 488 Key Information – Google LLC
TABLE 489 Key information – IBM Corporation
TABLE 490 key information – Microsoft Corporation
TABLE 491 Key Information – Oracle Corporation
TABLE 492 Key Information – SAP SE
TABLE 493 Key Information – ViSenze Pte Ltd

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 5 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2018, May – 2022, Sep) Leading Players
FIG 6 Global AI In Retail Market share by Technology, 2021
FIG 7 Global AI In Retail Market share by Technology, 2028
FIG 8 Global AI In Retail Market by Technology, 2018 - 2028, USD Million
FIG 9 Global AI In Retail Market share by Sales Channel, 2021
FIG 10 Global AI In Retail Market share by Sales Channel, 2028
FIG 11 Global AI In Retail Market by Sales Channel, 2018 - 2028, USD Million
FIG 12 Global AI In Retail Market share by Component, 2021
FIG 13 Global AI In Retail Market share by Component, 2028
FIG 14 Global AI In Retail Market by Component, 2018 - 2028, USD Million
FIG 15 Global AI In Retail Market share by Application, 2021
FIG 16 Global AI In Retail Market share by Application, 2028
FIG 17 Global AI In Retail Market by Application, 2018 - 2028, USD Million
FIG 18 Global AI In Retail Market share by Region, 2021
FIG 19 Global AI In Retail Market share by Region, 2028
FIG 20 Global AI In Retail Market by Region, 2018 - 2028, USD Million
FIG 21 Recent strategies and developments: intel corporation
FIG 22 SWOT analysis: Intel corporation
FIG 23 Recent strategies and developments: Salesforce.com, Inc.
FIG 24 SWOT Analysis: Salesforce.com Inc.
FIG 25 Recent strategies and developments: NVIDIA Corporation
FIG 26 SWOT Analysis: NVIDIA Corporation
FIG 27 SWOT analysis: Amazon.com, Inc.
FIG 28 Recent strategies and developments: Google LLC
FIG 29 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 30 Recent strategies and developments: IBM Corporation
FIG 31 Swot analysis: IBM Corporation
FIG 32 Recent strategies and developments: Microsoft Corporation
FIG 33 SWOT Analysis: Microsoft Corporation
FIG 34 Recent strategies and developments: Oracle Corporation
FIG 35 SWOT analysis: Oracle Corporation
FIG 36 Recent strategies and developments: SAP SE
FIG 37 Recent strategies and developments: ViSenze Pte Ltd