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Global AI Driven Retail Automation Software Market Research Report 2025
Published Date: February 2025
|
Report Code: QYRE-Auto-15R19140
Home | Market Reports | Computers & Electronics| Software| Business & Productivity Software
Global AI Driven Retail Automation Software Market Research Report 2025
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Global AI Driven Retail Automation Software Market Research Report 2025

Code: QYRE-Auto-15R19140
Report
February 2025
Pages:82
QYResearch
Buy Now with 15% Discount
DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES
FEATURED COMPANIES
Oracle
Google Cloud
Zebra technologies
SAS Institute
SymphonyAI
Trax Retail
RELEX Solutions
Centric
Pensa Systems
Shelf Engine
Focal Systems
LEAFIO AI
traceCORE
ShelfView
Chooch

AI Driven Retail Automation Software Market Size

The global market for AI Driven Retail Automation Software was valued at US$ 358 million in the year 2024 and is projected to reach a revised size of US$ 964 million by 2031, growing at a CAGR of 15.5% during the forecast period.

AI Driven Retail Automation Software Market

AI Driven Retail Automation Software Market

AI Driven Retail Automation Software is an intelligent system that uses artificial intelligence technologies such as machine learning, data analysis, and predictive algorithms to optimize retail inventory management. It helps retailers reduce inventory backlogs, avoid out-of-stocks, improve operational efficiency, and optimize supply chain management by monitoring inventory levels in real time, analyzing sales data, predicting demand trends, and automating replenishment decisions. The software is widely used in physical retail stores, e-commerce platforms, and supermarket chains to achieve precise and intelligent inventory control.
North American market for AI Driven Retail Automation Software is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for AI Driven Retail Automation Software is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for AI Driven Retail Automation Software in Convenience Stores is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of AI Driven Retail Automation Software include Oracle, Google Cloud, Zebra Technologies, SAS Institute, SymphonyAI, Trax Retail, RELEX Solutions, Centric, Pensa Systems, Shelf Engine, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for AI Driven Retail Automation Software, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI Driven Retail Automation Software.
The AI Driven Retail Automation Software market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI Driven Retail Automation Software market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the AI Driven Retail Automation Software companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of AI Driven Retail Automation Software Market Report

Report Metric Details
Report Name AI Driven Retail Automation Software Market
Accounted market size in year US$ 358 million
Forecasted market size in 2031 US$ 964 million
CAGR 15.5%
Base Year year
Forecasted years 2025 - 2031
Segment by Type
  • Cloud-based
  • On-premises
Segment by Application
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Oracle, Google Cloud, Zebra Technologies, SAS Institute, SymphonyAI, Trax Retail, RELEX Solutions, Centric, Pensa Systems, Shelf Engine, Focal Systems, LEAFIO AI, traceCORE, ShelfView, Chooch
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of AI Driven Retail Automation Software company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is AI Driven Retail Automation Software Market growing?

Ans: The AI Driven Retail Automation Software Market witnessing a CAGR of 15.5% during the forecast period 2025-2031.

What is the AI Driven Retail Automation Software Market size in 2031?

Ans: The AI Driven Retail Automation Software Market size in 2031 will be US$ 964 million.

Who are the main players in the AI Driven Retail Automation Software Market report?

Ans: The main players in the AI Driven Retail Automation Software Market are Oracle, Google Cloud, Zebra Technologies, SAS Institute, SymphonyAI, Trax Retail, RELEX Solutions, Centric, Pensa Systems, Shelf Engine, Focal Systems, LEAFIO AI, traceCORE, ShelfView, Chooch

What are the Application segmentation covered in the AI Driven Retail Automation Software Market report?

Ans: The Applications covered in the AI Driven Retail Automation Software Market report are Convenience Stores, Large Supermarkets, Others

What are the Type segmentation covered in the AI Driven Retail Automation Software Market report?

Ans: The Types covered in the AI Driven Retail Automation Software Market report are Cloud-based, On-premises

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI Driven Retail Automation Software Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud-based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global AI Driven Retail Automation Software Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Convenience Stores
1.3.3 Large Supermarkets
1.3.4 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI Driven Retail Automation Software Market Perspective (2020-2031)
2.2 Global AI Driven Retail Automation Software Growth Trends by Region
2.2.1 Global AI Driven Retail Automation Software Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 AI Driven Retail Automation Software Historic Market Size by Region (2020-2025)
2.2.3 AI Driven Retail Automation Software Forecasted Market Size by Region (2026-2031)
2.3 AI Driven Retail Automation Software Market Dynamics
2.3.1 AI Driven Retail Automation Software Industry Trends
2.3.2 AI Driven Retail Automation Software Market Drivers
2.3.3 AI Driven Retail Automation Software Market Challenges
2.3.4 AI Driven Retail Automation Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI Driven Retail Automation Software Players by Revenue
3.1.1 Global Top AI Driven Retail Automation Software Players by Revenue (2020-2025)
3.1.2 Global AI Driven Retail Automation Software Revenue Market Share by Players (2020-2025)
3.2 Global Top AI Driven Retail Automation Software Players by Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by AI Driven Retail Automation Software Revenue
3.4 Global AI Driven Retail Automation Software Market Concentration Ratio
3.4.1 Global AI Driven Retail Automation Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI Driven Retail Automation Software Revenue in 2024
3.5 Global Key Players of AI Driven Retail Automation Software Head office and Area Served
3.6 Global Key Players of AI Driven Retail Automation Software, Product and Application
3.7 Global Key Players of AI Driven Retail Automation Software, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 AI Driven Retail Automation Software Breakdown Data by Type
4.1 Global AI Driven Retail Automation Software Historic Market Size by Type (2020-2025)
4.2 Global AI Driven Retail Automation Software Forecasted Market Size by Type (2026-2031)
5 AI Driven Retail Automation Software Breakdown Data by Application
5.1 Global AI Driven Retail Automation Software Historic Market Size by Application (2020-2025)
5.2 Global AI Driven Retail Automation Software Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America AI Driven Retail Automation Software Market Size (2020-2031)
6.2 North America AI Driven Retail Automation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America AI Driven Retail Automation Software Market Size by Country (2020-2025)
6.4 North America AI Driven Retail Automation Software Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI Driven Retail Automation Software Market Size (2020-2031)
7.2 Europe AI Driven Retail Automation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe AI Driven Retail Automation Software Market Size by Country (2020-2025)
7.4 Europe AI Driven Retail Automation Software Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific AI Driven Retail Automation Software Market Size (2020-2031)
8.2 Asia-Pacific AI Driven Retail Automation Software Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific AI Driven Retail Automation Software Market Size by Region (2020-2025)
8.4 Asia-Pacific AI Driven Retail Automation Software Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America AI Driven Retail Automation Software Market Size (2020-2031)
9.2 Latin America AI Driven Retail Automation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America AI Driven Retail Automation Software Market Size by Country (2020-2025)
9.4 Latin America AI Driven Retail Automation Software Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI Driven Retail Automation Software Market Size (2020-2031)
10.2 Middle East & Africa AI Driven Retail Automation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa AI Driven Retail Automation Software Market Size by Country (2020-2025)
10.4 Middle East & Africa AI Driven Retail Automation Software Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Oracle
11.1.1 Oracle Company Details
11.1.2 Oracle Business Overview
11.1.3 Oracle AI Driven Retail Automation Software Introduction
11.1.4 Oracle Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.1.5 Oracle Recent Development
11.2 Google Cloud
11.2.1 Google Cloud Company Details
11.2.2 Google Cloud Business Overview
11.2.3 Google Cloud AI Driven Retail Automation Software Introduction
11.2.4 Google Cloud Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.2.5 Google Cloud Recent Development
11.3 Zebra Technologies
11.3.1 Zebra Technologies Company Details
11.3.2 Zebra Technologies Business Overview
11.3.3 Zebra Technologies AI Driven Retail Automation Software Introduction
11.3.4 Zebra Technologies Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.3.5 Zebra Technologies Recent Development
11.4 SAS Institute
11.4.1 SAS Institute Company Details
11.4.2 SAS Institute Business Overview
11.4.3 SAS Institute AI Driven Retail Automation Software Introduction
11.4.4 SAS Institute Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.4.5 SAS Institute Recent Development
11.5 SymphonyAI
11.5.1 SymphonyAI Company Details
11.5.2 SymphonyAI Business Overview
11.5.3 SymphonyAI AI Driven Retail Automation Software Introduction
11.5.4 SymphonyAI Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.5.5 SymphonyAI Recent Development
11.6 Trax Retail
11.6.1 Trax Retail Company Details
11.6.2 Trax Retail Business Overview
11.6.3 Trax Retail AI Driven Retail Automation Software Introduction
11.6.4 Trax Retail Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.6.5 Trax Retail Recent Development
11.7 RELEX Solutions
11.7.1 RELEX Solutions Company Details
11.7.2 RELEX Solutions Business Overview
11.7.3 RELEX Solutions AI Driven Retail Automation Software Introduction
11.7.4 RELEX Solutions Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.7.5 RELEX Solutions Recent Development
11.8 Centric
11.8.1 Centric Company Details
11.8.2 Centric Business Overview
11.8.3 Centric AI Driven Retail Automation Software Introduction
11.8.4 Centric Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.8.5 Centric Recent Development
11.9 Pensa Systems
11.9.1 Pensa Systems Company Details
11.9.2 Pensa Systems Business Overview
11.9.3 Pensa Systems AI Driven Retail Automation Software Introduction
11.9.4 Pensa Systems Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.9.5 Pensa Systems Recent Development
11.10 Shelf Engine
11.10.1 Shelf Engine Company Details
11.10.2 Shelf Engine Business Overview
11.10.3 Shelf Engine AI Driven Retail Automation Software Introduction
11.10.4 Shelf Engine Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.10.5 Shelf Engine Recent Development
11.11 Focal Systems
11.11.1 Focal Systems Company Details
11.11.2 Focal Systems Business Overview
11.11.3 Focal Systems AI Driven Retail Automation Software Introduction
11.11.4 Focal Systems Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.11.5 Focal Systems Recent Development
11.12 LEAFIO AI
11.12.1 LEAFIO AI Company Details
11.12.2 LEAFIO AI Business Overview
11.12.3 LEAFIO AI AI Driven Retail Automation Software Introduction
11.12.4 LEAFIO AI Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.12.5 LEAFIO AI Recent Development
11.13 traceCORE
11.13.1 traceCORE Company Details
11.13.2 traceCORE Business Overview
11.13.3 traceCORE AI Driven Retail Automation Software Introduction
11.13.4 traceCORE Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.13.5 traceCORE Recent Development
11.14 ShelfView
11.14.1 ShelfView Company Details
11.14.2 ShelfView Business Overview
11.14.3 ShelfView AI Driven Retail Automation Software Introduction
11.14.4 ShelfView Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.14.5 ShelfView Recent Development
11.15 Chooch
11.15.1 Chooch Company Details
11.15.2 Chooch Business Overview
11.15.3 Chooch AI Driven Retail Automation Software Introduction
11.15.4 Chooch Revenue in AI Driven Retail Automation Software Business (2020-2025)
11.15.5 Chooch Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
FEATURED COMPANIES
Oracle
Google Cloud
Zebra technologies
SAS Institute
SymphonyAI
Trax Retail
RELEX Solutions
Centric
Pensa Systems
Shelf Engine
Focal Systems
LEAFIO AI
traceCORE
ShelfView
Chooch
List of Tables
 Table 1. Global AI Driven Retail Automation Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Cloud-based
 Table 3. Key Players of On-premises
 Table 4. Global AI Driven Retail Automation Software Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 5. Global AI Driven Retail Automation Software Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global AI Driven Retail Automation Software Market Size by Region (2020-2025) & (US$ Million)
 Table 7. Global AI Driven Retail Automation Software Market Share by Region (2020-2025)
 Table 8. Global AI Driven Retail Automation Software Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 9. Global AI Driven Retail Automation Software Market Share by Region (2026-2031)
 Table 10. AI Driven Retail Automation Software Market Trends
 Table 11. AI Driven Retail Automation Software Market Drivers
 Table 12. AI Driven Retail Automation Software Market Challenges
 Table 13. AI Driven Retail Automation Software Market Restraints
 Table 14. Global AI Driven Retail Automation Software Revenue by Players (2020-2025) & (US$ Million)
 Table 15. Global AI Driven Retail Automation Software Market Share by Players (2020-2025)
 Table 16. Global Top AI Driven Retail Automation Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Driven Retail Automation Software as of 2024)
 Table 17. Ranking of Global Top AI Driven Retail Automation Software Companies by Revenue (US$ Million) in 2024
 Table 18. Global 5 Largest Players Market Share by AI Driven Retail Automation Software Revenue (CR5 and HHI) & (2020-2025)
 Table 19. Global Key Players of AI Driven Retail Automation Software, Headquarters and Area Served
 Table 20. Global Key Players of AI Driven Retail Automation Software, Product and Application
 Table 21. Global Key Players of AI Driven Retail Automation Software, Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global AI Driven Retail Automation Software Market Size by Type (2020-2025) & (US$ Million)
 Table 24. Global AI Driven Retail Automation Software Revenue Market Share by Type (2020-2025)
 Table 25. Global AI Driven Retail Automation Software Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 26. Global AI Driven Retail Automation Software Revenue Market Share by Type (2026-2031)
 Table 27. Global AI Driven Retail Automation Software Market Size by Application (2020-2025) & (US$ Million)
 Table 28. Global AI Driven Retail Automation Software Revenue Market Share by Application (2020-2025)
 Table 29. Global AI Driven Retail Automation Software Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 30. Global AI Driven Retail Automation Software Revenue Market Share by Application (2026-2031)
 Table 31. North America AI Driven Retail Automation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 32. North America AI Driven Retail Automation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 33. North America AI Driven Retail Automation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 34. Europe AI Driven Retail Automation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 35. Europe AI Driven Retail Automation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 36. Europe AI Driven Retail Automation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 37. Asia-Pacific AI Driven Retail Automation Software Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 38. Asia-Pacific AI Driven Retail Automation Software Market Size by Region (2020-2025) & (US$ Million)
 Table 39. Asia-Pacific AI Driven Retail Automation Software Market Size by Region (2026-2031) & (US$ Million)
 Table 40. Latin America AI Driven Retail Automation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 41. Latin America AI Driven Retail Automation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 42. Latin America AI Driven Retail Automation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 43. Middle East & Africa AI Driven Retail Automation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 44. Middle East & Africa AI Driven Retail Automation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 45. Middle East & Africa AI Driven Retail Automation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 46. Oracle Company Details
 Table 47. Oracle Business Overview
 Table 48. Oracle AI Driven Retail Automation Software Product
 Table 49. Oracle Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 50. Oracle Recent Development
 Table 51. Google Cloud Company Details
 Table 52. Google Cloud Business Overview
 Table 53. Google Cloud AI Driven Retail Automation Software Product
 Table 54. Google Cloud Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 55. Google Cloud Recent Development
 Table 56. Zebra Technologies Company Details
 Table 57. Zebra Technologies Business Overview
 Table 58. Zebra Technologies AI Driven Retail Automation Software Product
 Table 59. Zebra Technologies Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 60. Zebra Technologies Recent Development
 Table 61. SAS Institute Company Details
 Table 62. SAS Institute Business Overview
 Table 63. SAS Institute AI Driven Retail Automation Software Product
 Table 64. SAS Institute Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 65. SAS Institute Recent Development
 Table 66. SymphonyAI Company Details
 Table 67. SymphonyAI Business Overview
 Table 68. SymphonyAI AI Driven Retail Automation Software Product
 Table 69. SymphonyAI Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 70. SymphonyAI Recent Development
 Table 71. Trax Retail Company Details
 Table 72. Trax Retail Business Overview
 Table 73. Trax Retail AI Driven Retail Automation Software Product
 Table 74. Trax Retail Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 75. Trax Retail Recent Development
 Table 76. RELEX Solutions Company Details
 Table 77. RELEX Solutions Business Overview
 Table 78. RELEX Solutions AI Driven Retail Automation Software Product
 Table 79. RELEX Solutions Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 80. RELEX Solutions Recent Development
 Table 81. Centric Company Details
 Table 82. Centric Business Overview
 Table 83. Centric AI Driven Retail Automation Software Product
 Table 84. Centric Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 85. Centric Recent Development
 Table 86. Pensa Systems Company Details
 Table 87. Pensa Systems Business Overview
 Table 88. Pensa Systems AI Driven Retail Automation Software Product
 Table 89. Pensa Systems Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 90. Pensa Systems Recent Development
 Table 91. Shelf Engine Company Details
 Table 92. Shelf Engine Business Overview
 Table 93. Shelf Engine AI Driven Retail Automation Software Product
 Table 94. Shelf Engine Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 95. Shelf Engine Recent Development
 Table 96. Focal Systems Company Details
 Table 97. Focal Systems Business Overview
 Table 98. Focal Systems AI Driven Retail Automation Software Product
 Table 99. Focal Systems Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 100. Focal Systems Recent Development
 Table 101. LEAFIO AI Company Details
 Table 102. LEAFIO AI Business Overview
 Table 103. LEAFIO AI AI Driven Retail Automation Software Product
 Table 104. LEAFIO AI Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 105. LEAFIO AI Recent Development
 Table 106. traceCORE Company Details
 Table 107. traceCORE Business Overview
 Table 108. traceCORE AI Driven Retail Automation Software Product
 Table 109. traceCORE Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 110. traceCORE Recent Development
 Table 111. ShelfView Company Details
 Table 112. ShelfView Business Overview
 Table 113. ShelfView AI Driven Retail Automation Software Product
 Table 114. ShelfView Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 115. ShelfView Recent Development
 Table 116. Chooch Company Details
 Table 117. Chooch Business Overview
 Table 118. Chooch AI Driven Retail Automation Software Product
 Table 119. Chooch Revenue in AI Driven Retail Automation Software Business (2020-2025) & (US$ Million)
 Table 120. Chooch Recent Development
 Table 121. Research Programs/Design for This Report
 Table 122. Key Data Information from Secondary Sources
 Table 123. Key Data Information from Primary Sources
 Table 124. Authors List of This Report


List of Figures
 Figure 1. AI Driven Retail Automation Software Picture
 Figure 2. Global AI Driven Retail Automation Software Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global AI Driven Retail Automation Software Market Share by Type: 2024 VS 2031
 Figure 4. Cloud-based Features
 Figure 5. On-premises Features
 Figure 6. Global AI Driven Retail Automation Software Market Size by Application (2020-2031) & (US$ Million)
 Figure 7. Global AI Driven Retail Automation Software Market Share by Application: 2024 VS 2031
 Figure 8. Convenience Stores Case Studies
 Figure 9. Large Supermarkets Case Studies
 Figure 10. Others Case Studies
 Figure 11. AI Driven Retail Automation Software Report Years Considered
 Figure 12. Global AI Driven Retail Automation Software Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 13. Global AI Driven Retail Automation Software Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 14. Global AI Driven Retail Automation Software Market Share by Region: 2024 VS 2031
 Figure 15. Global AI Driven Retail Automation Software Market Share by Players in 2024
 Figure 16. Global AI Driven Retail Automation Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
 Figure 17. The Top 10 and 5 Players Market Share by AI Driven Retail Automation Software Revenue in 2024
 Figure 18. North America AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 19. North America AI Driven Retail Automation Software Market Share by Country (2020-2031)
 Figure 20. United States AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 21. Canada AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. Europe AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 23. Europe AI Driven Retail Automation Software Market Share by Country (2020-2031)
 Figure 24. Germany AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. France AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. U.K. AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. Italy AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. Russia AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Nordic Countries AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Asia-Pacific AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Asia-Pacific AI Driven Retail Automation Software Market Share by Region (2020-2031)
 Figure 32. China AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. Japan AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. South Korea AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. Southeast Asia AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. India AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Australia AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Latin America AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. Latin America AI Driven Retail Automation Software Market Share by Country (2020-2031)
 Figure 40. Mexico AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Brazil AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Middle East & Africa AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. Middle East & Africa AI Driven Retail Automation Software Market Share by Country (2020-2031)
 Figure 44. Turkey AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Saudi Arabia AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. UAE AI Driven Retail Automation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 47. Oracle Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 48. Google Cloud Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 49. Zebra Technologies Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 50. SAS Institute Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 51. SymphonyAI Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 52. Trax Retail Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 53. RELEX Solutions Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 54. Centric Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 55. Pensa Systems Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 56. Shelf Engine Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 57. Focal Systems Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 58. LEAFIO AI Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 59. traceCORE Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 60. ShelfView Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 61. Chooch Revenue Growth Rate in AI Driven Retail Automation Software Business (2020-2025)
 Figure 62. Bottom-up and Top-down Approaches for This Report
 Figure 63. Data Triangulation
 Figure 64. Key Executives Interviewed
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