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Edge AI Software

Edge AI software enables aggregation, processing, computation, and analysis of data present near or on the edge devices by leveraging AI and IoT technologies. The software helps to process data on edge nodes even in remote and decentralized networks, without cloud connectivity.

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Product & engineering

Understand the product.

Edge AI software enables aggregation, processing, computation, and analysis of data present near or on the edge devices by leveraging AI and IoT technologies. The software helps to process data on edge nodes even in remote and decentralized networks, without cloud connectivity.

Integrating AI with IoT in edge devices helps enterprises to minimize latency, reduce bandwidth, lessen threats, avoid duplication, improve reliability, and maintain compliance. Moreover, edge AI software solutions enable an organization to utilize the computing resources in an optimal manner, minimize the bandwidth required to execute the solution, and lower the latency in particular response time.

Selected research

Market Outlook & Growth Opportunities

Global Edge AI Software Market Outlook and Growth Opportunities 2026

21 December 2025206 pages

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Industry ResearchEdge AI Software Industry Research Report 2026126 pages · $2,950 USDIndustry Growth & TrendsGlobal Edge AI Software Industry Growth and Trends Forecast to 2032113 pages · $3,450 USDMarket StructureGlobal Edge AI Software Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032195 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal Edge AI Software Market Outlook and Growth Opportunities 2026206 pages · $4,250 USDMarket Analysis & ForecastGlobal Edge AI Software Market Analysis and Forecast 2026-2032209 pages · $4,950 USD

Market perspective

Edge AI software enables aggregation, processing, computation, and analysis of data present near or on the edge devices by leveraging AI and IoT technologies. The software helps to process data on edge nodes even in remote and decentralized networks, without cloud connectivity.

Integrating AI with IoT in edge devices helps enterprises to minimize latency, reduce bandwidth, lessen threats, avoid duplication, improve reliability, and maintain compliance. Moreover, edge AI software solutions enable an organization to utilize the computing resources in an optimal manner, minimize the bandwidth required to execute the solution, and lower the latency in particular response time.

Global Edge AI Software key players include IBM, Microsoft, Intel, Google, TIBCO, etc. Global top five manufacturers hold a share over 50%.

Read the full market overview

North America is the largest market, with a share about 55%, followed by Europe and China, both have a share about 25 percent.

In terms of product, Platforms is the largest segment, with a share about 65%. And in terms of application, the largest application is Video Surveillance, followed by Autonomous Vehicles.

This report provides an overview of the global Edge AI Software market in terms of revenue and gross margin, analyzing global market trends using historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.

The study covers key producers of Edge AI Software and market revenue by major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.

The report also presents Edge AI Software revenue, market share, and industry ranking for the main companies for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.

Across the 2021-2026 period, the analysis compares revenue growth and profitability profiles by company, distinguishing participants with sustained expansion from those with more cyclical performance, and relates these patterns to differences in regional exposure, product portfolios, and application focus in the global Edge AI Software market.

Edge AI Software Segment by Company

IBM

Microsoft

Intel

Google

TIBCO

Cloudera

Nutanix

Foghorn Systems

SWIM.AI

Anagog

Tact.ai

Bragi

XNOR.AI

Octonion

Veea Inc

Imagimob

Edge AI Software Segment by Type

Software Tools

Platforms

Edge AI Software Segment by Application

Autonomous Vehicles

Access Management

Video Surveillance

Remote Monitoring & Predictive Maintenance

Telemetry

Others

Edge AI Software Segment by Region

North America

United States

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Study Objectives

1. To analyze and research the global Edge AI Software status and future forecast, involving, revenue, growth rate (CAGR), market share, historical and forecast.

2. To present the Edge AI Software key companies, revenue, market share, and recent developments.

3. To split the Edge AI Software breakdown data by regions, type, companies, and application.

4. To analyze the global and key regions Edge AI Software market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify Edge AI Software significant trends, drivers, influence factors in global and regions.

6. To analyze Edge AI Software competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.

Reasons to Buy This Report

1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Edge AI Software market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.

2. This report will help stakeholders to understand the global industry status and trends of Edge AI Software and provides them with information on key market drivers, restraints, challenges, and opportunities.

3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in sales and value), competitor ecosystem, new product development, expansion, and acquisition.

4. This report stays updated with novel technology integration, features, and the latest developments in the market.

5. This report helps stakeholders to gain insights into which regions to target globally.

6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Edge AI Software.

7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.

Chapter Outline

Chapter 1: Introduces the report scope of the report, global total market size.

Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global Edge AI Software industry.

Chapter 3: Detailed analysis of Edge AI 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: Sales value of Edge AI Software in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of key country in the world.

Chapter 7: Sales value of Edge AI Software in country level. It provides sigmate data by type, and by application for each country/region.

Chapter 8: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including revenue, gross margin, product introduction, recent development, etc.

Chapter 9: Concluding Insights.

More report detail

Tables and figures
List of Tables Table 1. Edge AI Software Industry Trends Table 2. Edge AI Software Industry Drivers Table 3. Edge AI Software Industry Opportunities and Challenges Table 4. Edge AI Software Industry Restraints Table 5. Global Edge AI Software Revenue by Company (US$ Million) & (2021-2026) Table 6. Global Edge AI Software Revenue Share by Company (2021-2026) Table 7. Global Edge AI Software Company Ranking, (2024-2026) & (US$ Million) Table 8. Global Edge AI Software Key Company Manufacturing Base & Headquarters Table 9. Global Edge AI Software Company, Product Type & Application Table 10. Global Edge AI Software Company Establishment Date Table 11. Global Company Market Concentration Ratio (CR5 and HHI) Table 12. Global Edge AI Software by Company Type (Tier 1, Tier 2, and Tier 3) & (Based on Revenue of 2025) Table 13. Mergers & Acquisitions, Expansion Table 14. Significant Companies of Software Tools Table 15. Significant Companies of Platforms Table 16. Global Edge AI Software Sales Value by Type 2021 VS 2025 VS 2032 (US$ Million) Table 17. Global Edge AI Software Sales Value by Type (2021-2026) & (US$ Million) Table 18. Global Edge AI Software Sales Value by Type (2027-2032) & (US$ Million) Table 19. Global Edge AI Software Sales Value Share by Type (2021-2026) Table 20. Global Edge AI Software Sales Value Share by Type (2027-2032) Table 21. Significant Companies of Autonomous Vehicles Table 22. Significant Companies of Access Management Table 23. Significant Companies of Video Surveillance Table 24. Significant Companies of Remote Monitoring & Predictive Maintenance Table 25. Significant Companies of Telemetry Table 26. Significant Companies of Others Table 27. Global Edge AI Software Sales Value by Application 2021 VS 2025 VS 2032 (US$ Million) Table 28. Global Edge AI Software Sales Value by Application (2021-2026) & (US$ Million) Table 29. Global Edge AI Software Sales Value by Application (2027-2032) & (US$ Million) Table 30. Global Edge AI Software Sales Value Share by Application (2021-2026) Table 31. Global Edge AI Software Sales Value Share by Application (2027-2032) Table 32. Global Edge AI Software Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Table 33. Global Edge AI Software Sales Value by Region (2021-2026) & (US$ Million) Table 34. Global Edge AI Software Sales Value Share by Region (2021-2026) Table 35. Global Edge AI Software Sales Value by Region (2027-2032) & (US$ Million) Table 36. Global Edge AI Software Sales Value Share by Region (2027-2032) Table 37. Global Edge AI Software Sales Value by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 38. Global Edge AI Software Sales Value by Country (2021-2026) & (US$ Million) Table 39. Global Edge AI Software Sales Value Market Share by Country (2021-2026) Table 40. Global Edge AI Software Sales Value by Country (2027-2032) & (US$ Million) Table 41. Global Edge AI Software Sales Value Market Share by Country (2027-2032) Table 42. IBM Company Information Table 43. IBM Business Overview Table 44. IBM Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 45. IBM Edge AI Software Product Portfolio Table 46. IBM Recent Development Table 47. Microsoft Company Information Table 48. Microsoft Business Overview Table 49. Microsoft Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 50. Microsoft Edge AI Software Product Portfolio Table 51. Microsoft Recent Development Table 52. Intel Company Information Table 53. Intel Business Overview Table 54. Intel Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 55. Intel Edge AI Software Product Portfolio Table 56. Intel Recent Development Table 57. Google Company Information Table 58. Google Business Overview Table 59. Google Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 60. Google Edge AI Software Product Portfolio Table 61. Google Recent Development Table 62. TIBCO Company Information Table 63. TIBCO Business Overview Table 64. TIBCO Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 65. TIBCO Edge AI Software Product Portfolio Table 66. TIBCO Recent Development Table 67. Cloudera Company Information Table 68. Cloudera Business Overview Table 69. Cloudera Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 70. Cloudera Edge AI Software Product Portfolio Table 71. Cloudera Recent Development Table 72. Nutanix Company Information Table 73. Nutanix Business Overview Table 74. Nutanix Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 75. Nutanix Edge AI Software Product Portfolio Table 76. Nutanix Recent Development Table 77. Foghorn Systems Company Information Table 78. Foghorn Systems Business Overview Table 79. Foghorn Systems Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 80. Foghorn Systems Edge AI Software Product Portfolio Table 81. Foghorn Systems Recent Development Table 82. SWIM.AI Company Information Table 83. SWIM.AI Business Overview Table 84. SWIM.AI Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 85. SWIM.AI Edge AI Software Product Portfolio Table 86. SWIM.AI Recent Development Table 87. Anagog Company Information Table 88. Anagog Business Overview Table 89. Anagog Edge AI Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 90. Anagog Edge AI Software Product Portfolio Table 91. Anagog Recent Development Table 92. Tact.ai Company Information Table 93. Tact.ai Business Overview Table 94. Tact.ai Edge AI Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 95. Tact.ai Edge AI Software Product Portfolio Table 96. Tact.ai Recent Development Table 97. Bragi Company Information Table 98. Bragi Business Overview Table 99. Bragi Edge AI Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 100. Bragi Edge AI Software Product Portfolio Table 101. Bragi Recent Development Table 102. XNOR.AI Company Information Table 103. XNOR.AI Business Overview Table 104. XNOR.AI Edge AI Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 105. XNOR.AI Edge AI Software Product Portfolio Table 106. XNOR.AI Recent Development Table 107. Octonion Company Information Table 108. Octonion Business Overview Table 109. Octonion Edge AI Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 110. Octonion Edge AI Software Product Portfolio Table 111. Octonion Recent Development Table 112. Veea Inc Company Information Table 113. Veea Inc Business Overview Table 114. Veea Inc Edge AI Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 115. Veea Inc Edge AI Software Product Portfolio Table 116. Veea Inc Recent Development Table 117. Imagimob Company Information Table 118. Imagimob Business Overview Table 119. Imagimob Edge AI Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 120. Imagimob Edge AI Software Product Portfolio Table 121. Imagimob Recent Development Table 122. Research Programs/Design for This Report Table 123. Authors List of This Report Table 124. Secondary Sources Table 125. Primary Sources List of Figures Figure 1. Edge AI Software Product Image Figure 2. Global Edge AI Software Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 3. Global Edge AI Software Market Size (2021-2032) & (US$ Million) Figure 4. Global Edge AI Software Company Revenue Ranking in 2025 (US$ Million) Figure 5. Global Top 5 and 10 Company Market Share by Revenue in 2025 (US$ Million) Figure 6. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 7. Software Tools Image Figure 8. Platforms Image Figure 9. Global Edge AI Software Sales Value by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 10. Global Edge AI Software Sales Value Share 2021 VS 2025 VS 2032 Figure 11. Global Edge AI Software Sales Value Share by Type (2021-2032) Figure 12. Autonomous Vehicles Image Figure 13. Access Management Image Figure 14. Video Surveillance Image Figure 15. Remote Monitoring & Predictive Maintenance Image Figure 16. Telemetry Image Figure 17. Others Image Figure 18. Global Edge AI Software Sales Value by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 19. Global Edge AI Software Sales Value Share 2021 VS 2025 VS 2032 Figure 20. Global Edge AI Software Sales Value Share by Application (2021-2032) Figure 21. Global Edge AI Software Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Figure 22. Global Edge AI Software Sales Value Share by Region: 2021 VS 2025 VS 2032 Figure 23. North America Edge AI Software Sales Value (2021-2032) & (US$ Million) Figure 24. North America Edge AI Software Sales Value Share by Country (%), 2025 VS 2032 Figure 25. Europe Edge AI Software Sales Value (2021-2032) & (US$ Million) Figure 26. Europe Edge AI Software Sales Value Share by Country (%), 2025 VS 2032 Figure 27. Asia-Pacific Edge AI Software Sales Value (2021-2032) & (US$ Million) Figure 28. Asia-Pacific Edge AI Software Sales Value Share by Country (%), 2025 VS 2032 Figure 29. South America Edge AI Software Sales Value (2021-2032) & (US$ Million) Figure 30. South America Edge AI Software Sales Value Share by Country (%), 2025 VS 2032 Figure 31. Middle East & Africa Edge AI Software Sales Value (2021-2032) & (US$ Million) Figure 32. Middle East & Africa Edge AI Software Sales Value Share by Country (%), 2025 VS 2032 Figure 33. USA Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 34. USA Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 35. USA Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 36. Canada Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 37. Canada Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 38. Canada Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 39. Mexico Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 40. Mexico Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 41. Mexico Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 42. Germany Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 43. Germany Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 44. Germany Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 45. France Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 46. France Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 47. France Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 48. U.K. Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 49. U.K. Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 50. U.K. Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 51. Italy Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 52. Italy Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 53. Italy Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 54. Spain Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 55. Spain Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 56. Spain Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 57. Russia Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 58. Russia Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 59. Russia Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 60. Netherlands Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 61. Netherlands Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 62. Netherlands Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 63. Nordic Countries Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 64. Nordic Countries Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 65. Nordic Countries Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 66. China Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 67. China Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 68. China Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 69. Japan Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 70. Japan Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 71. Japan Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 72. South Korea Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 73. South Korea Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 74. South Korea Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 75. India Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 76. India Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 77. India Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 78. Australia Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 79. Australia Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 80. Australia Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 81. Southeast Asia Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 82. Southeast Asia Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 83. Southeast Asia Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 84. Brazil Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 85. Brazil Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 86. Brazil Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 87. Argentina Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 88. Argentina Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 89. Argentina Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 90. Chile Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 91. Chile Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 92. Chile Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 93. Colombia Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 94. Colombia Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 95. Colombia Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 96. Peru Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 97. Peru Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 98. Peru Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 99. Saudi Arabia Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 100. Saudi Arabia Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 101. Saudi Arabia Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 102. Israel Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 103. Israel Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 104. Israel Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 105. UAE Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 106. UAE Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 107. UAE Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 108. Turkey Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 109. Turkey Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 110. Turkey Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 111. Iran Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 112. Iran Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 113. Iran Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 114. Egypt Edge AI Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 115. Egypt Edge AI Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 116. Egypt Edge AI Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 117. Years Considered Figure 118. Research Process Figure 119. Key Executives Interviewed

Scope & coverage.

Types
  • Software Tools
  • Platforms
Applications
  • Autonomous Vehicles
  • Access Management
  • Video Surveillance
  • Remote Monitoring & Predictive Maintenance
  • Telemetry
  • Others
Companies covered
  • IBM
  • Microsoft
  • Intel
  • Google
  • TIBCO
  • Cloudera
  • Nutanix
  • Foghorn Systems
  • SWIM.AI
  • Anagog
  • Tact.ai
  • Bragi
  • XNOR.AI
  • Octonion
  • Veea Inc
  • Imagimob

Inside the report.

1 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Global Edge AI Software Market Size, 2021 VS 2025 VS 2032
  3. 1.3 Global Edge AI Software Market Size (2021-2032)
  4. 1.4 Assumptions and Limitations
  5. 1.5 Study Goals and Objectives
2 Edge AI Software Market Dynamics
  1. 2.1 Edge AI Software Industry Trends
  2. 2.2 Edge AI Software Industry Drivers
  3. 2.3 Edge AI Software Industry Opportunities and Challenges
  4. 2.4 Edge AI Software Industry Restraints
3 Edge AI Software Market by Company
  1. 3.1 Global Edge AI Software Company Revenue Ranking in 2025
  2. 3.2 Global Edge AI Software Revenue by Company (2021-2026)
  3. 3.3 Global Edge AI Software Company Ranking (2024-2026)
  4. 3.4 Global Edge AI Software Company Manufacturing Base and Headquarters
  5. 3.5 Global Edge AI Software Company Product Type and Application
  6. 3.6 Global Edge AI Software Company Establishment Date
  7. 3.7 Market Competitive Analysis
  8. 3.7.1 Global Edge AI Software Market Concentration Ratio (CR5 and HHI)
  9. 3.7.2 Global Top 5 and 10 Company Market Share by Revenue in 2025
  10. 3.7.3 2025 Edge AI Software Tier 1, Tier 2, and Tier 3 Companies
  11. 3.8 Mergers and Acquisitions Expansion
4 Edge AI Software Market by Type
  1. 4.1 Edge AI Software Type Introduction
  2. 4.1.1 Software Tools
  3. 4.1.2 Platforms
  4. 4.2 Global Edge AI Software Sales Value by Type
  5. 4.2.1 Global Edge AI Software Sales Value by Type (2021 VS 2025 VS 2032)
  6. 4.2.2 Global Edge AI Software Sales Value by Type (2021-2032)
  7. 4.2.3 Global Edge AI Software Sales Value Share by Type (2021-2032)
5 Edge AI Software Market by Application
  1. 5.1 Edge AI Software Application Introduction
  2. 5.1.1 Autonomous Vehicles
  3. 5.1.2 Access Management
  4. 5.1.3 Video Surveillance
  5. 5.1.4 Remote Monitoring & Predictive Maintenance
  6. 5.1.5 Telemetry
  7. 5.1.6 Others
  8. 5.2 Global Edge AI Software Sales Value by Application
  9. 5.2.1 Global Edge AI Software Sales Value by Application (2021 VS 2025 VS 2032)
  10. 5.2.2 Global Edge AI Software Sales Value by Application (2021-2032)
  11. 5.2.3 Global Edge AI Software Sales Value Share by Application (2021-2032)
6 Edge AI Software Regional Value Analysis
  1. 6.1 Global Edge AI Software Sales Value by Region: 2021 VS 2025 VS 2032
  2. 6.2 Global Edge AI Software Sales Value by Region (2021-2032)
  3. 6.2.1 Global Edge AI Software Sales Value by Region: 2021-2026
  4. 6.2.2 Global Edge AI Software Sales Value by Region (2027-2032)
  5. 6.3 North America
  6. 6.3.1 North America Edge AI Software Sales Value (2021-2032)
  7. 6.3.2 North America Edge AI Software Sales Value Share by Country, 2025 VS 2032
  8. 6.4 Europe
  9. 6.4.1 Europe Edge AI Software Sales Value (2021-2032)
  10. 6.4.2 Europe Edge AI Software Sales Value Share by Country, 2025 VS 2032
  11. 6.5 Asia-Pacific
  12. 6.5.1 Asia-Pacific Edge AI Software Sales Value (2021-2032)
  13. 6.5.2 Asia-Pacific Edge AI Software Sales Value Share by Country, 2025 VS 2032
  14. 6.6 South America
  15. 6.6.1 South America Edge AI Software Sales Value (2021-2032)
  16. 6.6.2 South America Edge AI Software Sales Value Share by Country, 2025 VS 2032
  17. 6.7 Middle East & Africa
  18. 6.7.1 Middle East & Africa Edge AI Software Sales Value (2021-2032)
  19. 6.7.2 Middle East & Africa Edge AI Software Sales Value Share by Country, 2025 VS 2032
7 Edge AI Software Country-level Value Analysis
  1. 7.1 Global Edge AI Software Sales Value by Country: 2021 VS 2025 VS 2032
  2. 7.2 Global Edge AI Software Sales Value by Country (2021-2032)
  3. 7.2.1 Global Edge AI Software Sales Value by Country (2021-2026)
  4. 7.2.2 Global Edge AI Software Sales Value by Country (2027-2032)
  5. 7.3 USA
  6. 7.3.1 USA Edge AI Software Sales Value Growth Rate (2021-2032)
  7. 7.3.2 USA Edge AI Software Sales Value Share by Type, 2025 VS 2032
  8. 7.3.3 USA Edge AI Software Sales Value Share by Application, 2025 VS 2032
  9. 7.4 Canada
  10. 7.4.1 Canada Edge AI Software Sales Value Growth Rate (2021-2032)
  11. 7.4.2 Canada Edge AI Software Sales Value Share by Type, 2025 VS 2032
  12. 7.4.3 Canada Edge AI Software Sales Value Share by Application, 2025 VS 2032
  13. 7.5 Mexico
  14. 7.5.1 Mexico Edge AI Software Sales Value Growth Rate (2021-2032)
  15. 7.5.2 Mexico Edge AI Software Sales Value Share by Type, 2025 VS 2032
  16. 7.5.3 Mexico Edge AI Software Sales Value Share by Application, 2025 VS 2032
  17. 7.6 Germany
  18. 7.6.1 Germany Edge AI Software Sales Value Growth Rate (2021-2032)
  19. 7.6.2 Germany Edge AI Software Sales Value Share by Type, 2025 VS 2032
  20. 7.6.3 Germany Edge AI Software Sales Value Share by Application, 2025 VS 2032
  21. 7.7 France
  22. 7.7.1 France Edge AI Software Sales Value Growth Rate (2021-2032)
  23. 7.7.2 France Edge AI Software Sales Value Share by Type, 2025 VS 2032
  24. 7.7.3 France Edge AI Software Sales Value Share by Application, 2025 VS 2032
  25. 7.8 U.K.
  26. 7.8.1 U.K. Edge AI Software Sales Value Growth Rate (2021-2032)
  27. 7.8.2 U.K. Edge AI Software Sales Value Share by Type, 2025 VS 2032
  28. 7.8.3 U.K. Edge AI Software Sales Value Share by Application, 2025 VS 2032
  29. 7.9 Italy
  30. 7.9.1 Italy Edge AI Software Sales Value Growth Rate (2021-2032)
  31. 7.9.2 Italy Edge AI Software Sales Value Share by Type, 2025 VS 2032
  32. 7.9.3 Italy Edge AI Software Sales Value Share by Application, 2025 VS 2032
  33. 7.10 Spain
  34. 7.10.1 Spain Edge AI Software Sales Value Growth Rate (2021-2032)
  35. 7.10.2 Spain Edge AI Software Sales Value Share by Type, 2025 VS 2032
  36. 7.10.3 Spain Edge AI Software Sales Value Share by Application, 2025 VS 2032
  37. 7.11 Russia
  38. 7.11.1 Russia Edge AI Software Sales Value Growth Rate (2021-2032)
  39. 7.11.2 Russia Edge AI Software Sales Value Share by Type, 2025 VS 2032
  40. 7.11.3 Russia Edge AI Software Sales Value Share by Application, 2025 VS 2032
  41. 7.12 Netherlands
  42. 7.12.1 Netherlands Edge AI Software Sales Value Growth Rate (2021-2032)
  43. 7.12.2 Netherlands Edge AI Software Sales Value Share by Type, 2025 VS 2032
  44. 7.12.3 Netherlands Edge AI Software Sales Value Share by Application, 2025 VS 2032
  45. 7.13 Nordic Countries
  46. 7.13.1 Nordic Countries Edge AI Software Sales Value Growth Rate (2021-2032)
  47. 7.13.2 Nordic Countries Edge AI Software Sales Value Share by Type, 2025 VS 2032
  48. 7.13.3 Nordic Countries Edge AI Software Sales Value Share by Application, 2025 VS 2032
  49. 7.14 China
  50. 7.14.1 China Edge AI Software Sales Value Growth Rate (2021-2032)
  51. 7.14.2 China Edge AI Software Sales Value Share by Type, 2025 VS 2032
  52. 7.14.3 China Edge AI Software Sales Value Share by Application, 2025 VS 2032
  53. 7.15 Japan
  54. 7.15.1 Japan Edge AI Software Sales Value Growth Rate (2021-2032)
  55. 7.15.2 Japan Edge AI Software Sales Value Share by Type, 2025 VS 2032
  56. 7.15.3 Japan Edge AI Software Sales Value Share by Application, 2025 VS 2032
  57. 7.16 South Korea
  58. 7.16.1 South Korea Edge AI Software Sales Value Growth Rate (2021-2032)
  59. 7.16.2 South Korea Edge AI Software Sales Value Share by Type, 2025 VS 2032
  60. 7.16.3 South Korea Edge AI Software Sales Value Share by Application, 2025 VS 2032
  61. 7.17 India
  62. 7.17.1 India Edge AI Software Sales Value Growth Rate (2021-2032)
  63. 7.17.2 India Edge AI Software Sales Value Share by Type, 2025 VS 2032
  64. 7.17.3 India Edge AI Software Sales Value Share by Application, 2025 VS 2032
  65. 7.18 Australia
  66. 7.18.1 Australia Edge AI Software Sales Value Growth Rate (2021-2032)
  67. 7.18.2 Australia Edge AI Software Sales Value Share by Type, 2025 VS 2032
  68. 7.18.3 Australia Edge AI Software Sales Value Share by Application, 2025 VS 2032
  69. 7.19 Southeast Asia
  70. 7.19.1 Southeast Asia Edge AI Software Sales Value Growth Rate (2021-2032)
  71. 7.19.2 Southeast Asia Edge AI Software Sales Value Share by Type, 2025 VS 2032
  72. 7.19.3 Southeast Asia Edge AI Software Sales Value Share by Application, 2025 VS 2032
  73. 7.20 Brazil
  74. 7.20.1 Brazil Edge AI Software Sales Value Growth Rate (2021-2032)
  75. 7.20.2 Brazil Edge AI Software Sales Value Share by Type, 2025 VS 2032
  76. 7.20.3 Brazil Edge AI Software Sales Value Share by Application, 2025 VS 2032
  77. 7.21 Argentina
  78. 7.21.1 Argentina Edge AI Software Sales Value Growth Rate (2021-2032)
  79. 7.21.2 Argentina Edge AI Software Sales Value Share by Type, 2025 VS 2032
  80. 7.21.3 Argentina Edge AI Software Sales Value Share by Application, 2025 VS 2032
  81. 7.22 Chile
  82. 7.22.1 Chile Edge AI Software Sales Value Growth Rate (2021-2032)
  83. 7.22.2 Chile Edge AI Software Sales Value Share by Type, 2025 VS 2032
  84. 7.22.3 Chile Edge AI Software Sales Value Share by Application, 2025 VS 2032
  85. 7.23 Colombia
  86. 7.23.1 Colombia Edge AI Software Sales Value Growth Rate (2021-2032)
  87. 7.23.2 Colombia Edge AI Software Sales Value Share by Type, 2025 VS 2032
  88. 7.23.3 Colombia Edge AI Software Sales Value Share by Application, 2025 VS 2032
  89. 7.24 Peru
  90. 7.24.1 Peru Edge AI Software Sales Value Growth Rate (2021-2032)
  91. 7.24.2 Peru Edge AI Software Sales Value Share by Type, 2025 VS 2032
  92. 7.24.3 Peru Edge AI Software Sales Value Share by Application, 2025 VS 2032
  93. 7.25 Saudi Arabia
  94. 7.25.1 Saudi Arabia Edge AI Software Sales Value Growth Rate (2021-2032)
  95. 7.25.2 Saudi Arabia Edge AI Software Sales Value Share by Type, 2025 VS 2032
  96. 7.25.3 Saudi Arabia Edge AI Software Sales Value Share by Application, 2025 VS 2032
  97. 7.26 Israel
  98. 7.26.1 Israel Edge AI Software Sales Value Growth Rate (2021-2032)
  99. 7.26.2 Israel Edge AI Software Sales Value Share by Type, 2025 VS 2032
  100. 7.26.3 Israel Edge AI Software Sales Value Share by Application, 2025 VS 2032
  101. 7.27 UAE
  102. 7.27.1 UAE Edge AI Software Sales Value Growth Rate (2021-2032)
  103. 7.27.2 UAE Edge AI Software Sales Value Share by Type, 2025 VS 2032
  104. 7.27.3 UAE Edge AI Software Sales Value Share by Application, 2025 VS 2032
  105. 7.28 Turkey
  106. 7.28.1 Turkey Edge AI Software Sales Value Growth Rate (2021-2032)
  107. 7.28.2 Turkey Edge AI Software Sales Value Share by Type, 2025 VS 2032
  108. 7.28.3 Turkey Edge AI Software Sales Value Share by Application, 2025 VS 2032
  109. 7.29 Iran
  110. 7.29.1 Iran Edge AI Software Sales Value Growth Rate (2021-2032)
  111. 7.29.2 Iran Edge AI Software Sales Value Share by Type, 2025 VS 2032
  112. 7.29.3 Iran Edge AI Software Sales Value Share by Application, 2025 VS 2032
  113. 7.30 Egypt
  114. 7.30.1 Egypt Edge AI Software Sales Value Growth Rate (2021-2032)
  115. 7.30.2 Egypt Edge AI Software Sales Value Share by Type, 2025 VS 2032
  116. 7.30.3 Egypt Edge AI Software Sales Value Share by Application, 2025 VS 2032
8 Company Profiles
  1. 8.1 IBM
  2. 8.1.1 IBM Company Information
  3. 8.1.2 IBM Business Overview
  4. 8.1.3 IBM Edge AI Software Revenue and Gross Margin (2021-2026)
  5. 8.1.4 IBM Edge AI Software Product Portfolio
  6. 8.1.5 IBM Recent Developments
  7. 8.2 Microsoft
  8. 8.2.1 Microsoft Company Information
  9. 8.2.2 Microsoft Business Overview
  10. 8.2.3 Microsoft Edge AI Software Revenue and Gross Margin (2021-2026)
  11. 8.2.4 Microsoft Edge AI Software Product Portfolio
  12. 8.2.5 Microsoft Recent Developments
  13. 8.3 Intel
  14. 8.3.1 Intel Company Information
  15. 8.3.2 Intel Business Overview
  16. 8.3.3 Intel Edge AI Software Revenue and Gross Margin (2021-2026)
  17. 8.3.4 Intel Edge AI Software Product Portfolio
  18. 8.3.5 Intel Recent Developments
  19. 8.4 Google
  20. 8.4.1 Google Company Information
  21. 8.4.2 Google Business Overview
  22. 8.4.3 Google Edge AI Software Revenue and Gross Margin (2021-2026)
  23. 8.4.4 Google Edge AI Software Product Portfolio
  24. 8.4.5 Google Recent Developments
  25. 8.5 TIBCO
  26. 8.5.1 TIBCO Company Information
  27. 8.5.2 TIBCO Business Overview
  28. 8.5.3 TIBCO Edge AI Software Revenue and Gross Margin (2021-2026)
  29. 8.5.4 TIBCO Edge AI Software Product Portfolio
  30. 8.5.5 TIBCO Recent Developments
  31. 8.6 Cloudera
  32. 8.6.1 Cloudera Company Information
  33. 8.6.2 Cloudera Business Overview
  34. 8.6.3 Cloudera Edge AI Software Revenue and Gross Margin (2021-2026)
  35. 8.6.4 Cloudera Edge AI Software Product Portfolio
  36. 8.6.5 Cloudera Recent Developments
  37. 8.7 Nutanix
  38. 8.7.1 Nutanix Company Information
  39. 8.7.2 Nutanix Business Overview
  40. 8.7.3 Nutanix Edge AI Software Revenue and Gross Margin (2021-2026)
  41. 8.7.4 Nutanix Edge AI Software Product Portfolio
  42. 8.7.5 Nutanix Recent Developments
  43. 8.8 Foghorn Systems
  44. 8.8.1 Foghorn Systems Company Information
  45. 8.8.2 Foghorn Systems Business Overview
  46. 8.8.3 Foghorn Systems Edge AI Software Revenue and Gross Margin (2021-2026)
  47. 8.8.4 Foghorn Systems Edge AI Software Product Portfolio
  48. 8.8.5 Foghorn Systems Recent Developments
  49. 8.9 SWIM.AI
  50. 8.9.1 SWIM.AI Company Information
  51. 8.9.2 SWIM.AI Business Overview
  52. 8.9.3 SWIM.AI Edge AI Software Revenue and Gross Margin (2021-2026)
  53. 8.9.4 SWIM.AI Edge AI Software Product Portfolio
  54. 8.9.5 SWIM.AI Recent Developments
  55. 8.10 Anagog
  56. 8.10.1 Anagog Company Information
  57. 8.10.2 Anagog Business Overview
  58. 8.10.3 Anagog Edge AI Software Revenue and Gross Margin (2021-2026)
  59. 8.10.4 Anagog Edge AI Software Product Portfolio
  60. 8.10.5 Anagog Recent Developments
  61. 8.11 Tact.ai
  62. 8.11.1 Tact.ai Company Information
  63. 8.11.2 Tact.ai Business Overview
  64. 8.11.3 Tact.ai Edge AI Software Revenue and Gross Margin (2021-2026)
  65. 8.11.4 Tact.ai Edge AI Software Product Portfolio
  66. 8.11.5 Tact.ai Recent Developments
  67. 8.12 Bragi
  68. 8.12.1 Bragi Company Information
  69. 8.12.2 Bragi Business Overview
  70. 8.12.3 Bragi Edge AI Software Revenue and Gross Margin (2021-2026)
  71. 8.12.4 Bragi Edge AI Software Product Portfolio
  72. 8.12.5 Bragi Recent Developments
  73. 8.13 XNOR.AI
  74. 8.13.1 XNOR.AI Company Information
  75. 8.13.2 XNOR.AI Business Overview
  76. 8.13.3 XNOR.AI Edge AI Software Revenue and Gross Margin (2021-2026)
  77. 8.13.4 XNOR.AI Edge AI Software Product Portfolio
  78. 8.13.5 XNOR.AI Recent Developments
  79. 8.14 Octonion
  80. 8.14.1 Octonion Company Information
  81. 8.14.2 Octonion Business Overview
  82. 8.14.3 Octonion Edge AI Software Revenue and Gross Margin (2021-2026)
  83. 8.14.4 Octonion Edge AI Software Product Portfolio
  84. 8.14.5 Octonion Recent Developments
  85. 8.15 Veea Inc
  86. 8.15.1 Veea Inc Company Information
  87. 8.15.2 Veea Inc Business Overview
  88. 8.15.3 Veea Inc Edge AI Software Revenue and Gross Margin (2021-2026)
  89. 8.15.4 Veea Inc Edge AI Software Product Portfolio
  90. 8.15.5 Veea Inc Recent Developments
  91. 8.16 Imagimob
  92. 8.16.1 Imagimob Company Information
  93. 8.16.2 Imagimob Business Overview
  94. 8.16.3 Imagimob Edge AI Software Revenue and Gross Margin (2021-2026)
  95. 8.16.4 Imagimob Edge AI Software Product Portfolio
  96. 8.16.5 Imagimob Recent Developments
9 Concluding Insights
    10 Appendix
    1. 10.1 Reasons for Doing This Study
    2. 10.2 Research Methodology
    3. 10.3 Research Process
    4. 10.4 Authors List of This Report
    5. 10.5 Data Source
    6. 10.5.1 Secondary Sources
    7. 10.5.2 Primary Sources

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