Research Methodology

The research methodology employed has been subjected by numerous procedures in order to guarantee the quality and accuracy of the data contained within the reports. The analysts are employed full-time and received more than six months training to satisfy the standard of our company. Our methodology can be divided into five stages:

★Stage 1 SECONDARY RESEARCH

The research team first collaborates with magazines, trade associations and administrative departments in the research field. The information provided by our internal documentation service is helpful for our further research. Our team has a wealth of experience and knowledge, and can effectively extract accurate information from existing resources.

★Stage 2 PRIMARY RESEARCH:INTERVIEWS WITH TRADE SOURCES

After the first stage, the research team conducts a large number of face-to-face or telephone interviews with representative companies working in the research field. Analysts are trying to have an opportunity to talk to leading companies and small companies in the field. Upstream suppliers, manufacturers, distributors, importers, installers, wholesalers and consumers were included in the interview. The data collected during the interview were then carefully examined and compared with the secondary study.

★Stage 3 ANALYSIS OF THE GATHERED DATA

The analysis team examines and synthesizes the data collected in the first two stages. In order to validate the data, a second round of interviews can be conducted.

★Stage 4 QUANTITATIVE DATA

The quantitative data such as market estimates, production and capacity of manufacturer, market forecasts and investment feasibility is provided by our company. The data is based on the estimates obtained during stage 3.

★Stage 5 QUALITY CONTROL

Before publishing, each report undergoes a rigorous review and editing process, which is done by the experience management team to ensure the reliability of the published data. Every analyst on the research team receives support and continuous training as part of our internal quality process.

1 Market Overview
1.1 Edge and Embedded AI Product Introduction
1.2 Global Edge and Embedded AI Market Size Forecast
1.3 Edge and Embedded AI Market Trends & Drivers
1.3.1 Edge and Embedded AI Industry Trends
1.3.2 Edge and Embedded AI Market Drivers & Opportunity
1.3.3 Edge and Embedded AI Market Challenges
1.3.4 Edge and Embedded AI Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Edge and Embedded AI Players Revenue Ranking (2023)
2.2 Global Edge and Embedded AI Revenue by Company (2019-2024)
2.3 Key Companies Edge and Embedded AI Manufacturing Base Distribution and Headquarters
2.4 Key Companies Edge and Embedded AI Product Offered
2.5 Key Companies Time to Begin Mass Production of Edge and Embedded AI
2.6 Edge and Embedded AI Market Competitive Analysis
2.6.1 Edge and Embedded AI Market Concentration Rate (2019-2024)
2.6.2 Global 5 and 10 Largest Companies by Edge and Embedded AI Revenue in 2023
2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge and Embedded AI as of 2023)
2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
3.1 Introduction by Type
3.1.1 Edge AI
3.1.2 Embedded AI
3.2 Global Edge and Embedded AI Sales Value by Type
3.2.1 Global Edge and Embedded AI Sales Value by Type (2019 VS 2023 VS 2030)
3.2.2 Global Edge and Embedded AI Sales Value, by Type (2019-2030)
3.2.3 Global Edge and Embedded AI Sales Value, by Type (%) (2019-2030)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 Semiconductor Company
4.1.2 Electronic Equipment Company
4.1.3 Others
4.2 Global Edge and Embedded AI Sales Value by Application
4.2.1 Global Edge and Embedded AI Sales Value by Application (2019 VS 2023 VS 2030)
4.2.2 Global Edge and Embedded AI Sales Value, by Application (2019-2030)
4.2.3 Global Edge and Embedded AI Sales Value, by Application (%) (2019-2030)
5 Segmentation by Region
5.1 Global Edge and Embedded AI Sales Value by Region
5.1.1 Global Edge and Embedded AI Sales Value by Region: 2019 VS 2023 VS 2030
5.1.2 Global Edge and Embedded AI Sales Value by Region (2019-2024)
5.1.3 Global Edge and Embedded AI Sales Value by Region (2025-2030)
5.1.4 Global Edge and Embedded AI Sales Value by Region (%), (2019-2030)
5.2 North America
5.2.1 North America Edge and Embedded AI Sales Value, 2019-2030
5.2.2 North America Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
5.3 Europe
5.3.1 Europe Edge and Embedded AI Sales Value, 2019-2030
5.3.2 Europe Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
5.4 Asia Pacific
5.4.1 Asia Pacific Edge and Embedded AI Sales Value, 2019-2030
5.4.2 Asia Pacific Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
5.5 South America
5.5.1 South America Edge and Embedded AI Sales Value, 2019-2030
5.5.2 South America Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
5.6 Middle East & Africa
5.6.1 Middle East & Africa Edge and Embedded AI Sales Value, 2019-2030
5.6.2 Middle East & Africa Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Edge and Embedded AI Sales Value Growth Trends, 2019 VS 2023 VS 2030
6.2 Key Countries/Regions Edge and Embedded AI Sales Value
6.3 United States
6.3.1 United States Edge and Embedded AI Sales Value, 2019-2030
6.3.2 United States Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.3.3 United States Edge and Embedded AI Sales Value by Application, 2023 VS 2030
6.4 Europe
6.4.1 Europe Edge and Embedded AI Sales Value, 2019-2030
6.4.2 Europe Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.4.3 Europe Edge and Embedded AI Sales Value by Application, 2023 VS 2030
6.5 China
6.5.1 China Edge and Embedded AI Sales Value, 2019-2030
6.5.2 China Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.5.3 China Edge and Embedded AI Sales Value by Application, 2023 VS 2030
6.6 Japan
6.6.1 Japan Edge and Embedded AI Sales Value, 2019-2030
6.6.2 Japan Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.6.3 Japan Edge and Embedded AI Sales Value by Application, 2023 VS 2030
6.7 South Korea
6.7.1 South Korea Edge and Embedded AI Sales Value, 2019-2030
6.7.2 South Korea Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.7.3 South Korea Edge and Embedded AI Sales Value by Application, 2023 VS 2030
6.8 Southeast Asia
6.8.1 Southeast Asia Edge and Embedded AI Sales Value, 2019-2030
6.8.2 Southeast Asia Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.8.3 Southeast Asia Edge and Embedded AI Sales Value by Application, 2023 VS 2030
6.9 India
6.9.1 India Edge and Embedded AI Sales Value, 2019-2030
6.9.2 India Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
6.9.3 India Edge and Embedded AI Sales Value by Application, 2023 VS 2030
7 Company Profiles
7.1 Google Cloud Platform
7.1.1 Google Cloud Platform Profile
7.1.2 Google Cloud Platform Main Business
7.1.3 Google Cloud Platform Edge and Embedded AI Products, Services and Solutions
7.1.4 Google Cloud Platform Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.1.5 Google Cloud Platform Recent Developments
7.2 AWS
7.2.1 AWS Profile
7.2.2 AWS Main Business
7.2.3 AWS Edge and Embedded AI Products, Services and Solutions
7.2.4 AWS Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.2.5 AWS Recent Developments
7.3 Dell
7.3.1 Dell Profile
7.3.2 Dell Main Business
7.3.3 Dell Edge and Embedded AI Products, Services and Solutions
7.3.4 Dell Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.3.5 ClearBlade Recent Developments
7.4 ClearBlade
7.4.1 ClearBlade Profile
7.4.2 ClearBlade Main Business
7.4.3 ClearBlade Edge and Embedded AI Products, Services and Solutions
7.4.4 ClearBlade Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.4.5 ClearBlade Recent Developments
7.5 IBM
7.5.1 IBM Profile
7.5.2 IBM Main Business
7.5.3 IBM Edge and Embedded AI Products, Services and Solutions
7.5.4 IBM Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.5.5 IBM Recent Developments
7.6 EdgeConneX
7.6.1 EdgeConneX Profile
7.6.2 EdgeConneX Main Business
7.6.3 EdgeConneX Edge and Embedded AI Products, Services and Solutions
7.6.4 EdgeConneX Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.6.5 EdgeConneX Recent Developments
7.7 Aarna Networks
7.7.1 Aarna Networks Profile
7.7.2 Aarna Networks Main Business
7.7.3 Aarna Networks Edge and Embedded AI Products, Services and Solutions
7.7.4 Aarna Networks Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.7.5 Aarna Networks Recent Developments
7.8 ADVA
7.8.1 ADVA Profile
7.8.2 ADVA Main Business
7.8.3 ADVA Edge and Embedded AI Products, Services and Solutions
7.8.4 ADVA Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.8.5 ADVA Recent Developments
7.9 Section
7.9.1 Section Profile
7.9.2 Section Main Business
7.9.3 Section Edge and Embedded AI Products, Services and Solutions
7.9.4 Section Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.9.5 Section Recent Developments
7.10 ADLINK Technology
7.10.1 ADLINK Technology Profile
7.10.2 ADLINK Technology Main Business
7.10.3 ADLINK Technology Edge and Embedded AI Products, Services and Solutions
7.10.4 ADLINK Technology Edge and Embedded AI Revenue (US$ Million) & (2019-2024)
7.10.5 ADLINK Technology Recent Developments
8 Industry Chain Analysis
8.1 Edge and Embedded AI Industrial Chain
8.2 Edge and Embedded AI Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customers Analysis)
8.5 Sales Model and Sales Channels
8.5.1 Edge and Embedded AI Sales Model
8.5.2 Sales Channel
8.5.3 Edge and Embedded AI Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer

List of Tables
Table 1. Edge and Embedded AI Market Trends
Table 2. Edge and Embedded AI Market Drivers & Opportunity
Table 3. Edge and Embedded AI Market Challenges
Table 4. Edge and Embedded AI Market Restraints
Table 5. Global Edge and Embedded AI Revenue by Company (2019-2024) & (US$ Million)
Table 6. Global Edge and Embedded AI Revenue Market Share by Company (2019-2024)
Table 7. Key Companies Edge and Embedded AI Manufacturing Base Distribution and Headquarters
Table 8. Key Companies Edge and Embedded AI Product Type
Table 9. Key Companies Time to Begin Mass Production of Edge and Embedded AI
Table 10. Global Edge and Embedded AI Companies Market Concentration Ratio (CR5 and HHI)
Table 11. Global Top Companies Market Share by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge and Embedded AI as of 2023)
Table 12. Mergers & Acquisitions, Expansion Plans
Table 13. Global Edge and Embedded AI Sales Value by Type: 2019 VS 2023 VS 2030 (US$ Million)
Table 14. Global Edge and Embedded AI Sales Value by Type (2019-2024) & (US$ Million)
Table 15. Global Edge and Embedded AI Sales Value by Type (2025-2030) & (US$ Million)
Table 16. Global Edge and Embedded AI Sales Market Share in Value by Type (2019-2024) & (%)
Table 17. Global Edge and Embedded AI Sales Market Share in Value by Type (2025-2030) & (%)
Table 18. Global Edge and Embedded AI Sales Value by Application: 2019 VS 2023 VS 2030 (US$ Million)
Table 19. Global Edge and Embedded AI Sales Value by Application (2019-2024) & (US$ Million)
Table 20. Global Edge and Embedded AI Sales Value by Application (2025-2030) & (US$ Million)
Table 21. Global Edge and Embedded AI Sales Market Share in Value by Application (2019-2024) & (%)
Table 22. Global Edge and Embedded AI Sales Market Share in Value by Application (2025-2030) & (%)
Table 23. Global Edge and Embedded AI Sales Value by Region: 2019 VS 2023 VS 2030 (US$ Million)
Table 24. Global Edge and Embedded AI Sales Value by Region (2019-2024) & (US$ Million)
Table 25. Global Edge and Embedded AI Sales Value by Region (2025-2030) & (US$ Million)
Table 26. Global Edge and Embedded AI Sales Value by Region (2019-2024) & (%)
Table 27. Global Edge and Embedded AI Sales Value by Region (2025-2030) & (%)
Table 28. Key Countries/Regions Edge and Embedded AI Sales Value Growth Trends, (US$ Million): 2019 VS 2023 VS 2030
Table 29. Key Countries/Regions Edge and Embedded AI Sales Value, (2019-2024) & (US$ Million)
Table 30. Key Countries/Regions Edge and Embedded AI Sales Value, (2025-2030) & (US$ Million)
Table 31. Google Cloud Platform Basic Information List
Table 32. Google Cloud Platform Description and Business Overview
Table 33. Google Cloud Platform Edge and Embedded AI Products, Services and Solutions
Table 34. Revenue (US$ Million) in Edge and Embedded AI Business of Google Cloud Platform (2019-2024)
Table 35. Google Cloud Platform Recent Developments
Table 36. AWS Basic Information List
Table 37. AWS Description and Business Overview
Table 38. AWS Edge and Embedded AI Products, Services and Solutions
Table 39. Revenue (US$ Million) in Edge and Embedded AI Business of AWS (2019-2024)
Table 40. AWS Recent Developments
Table 41. Dell Basic Information List
Table 42. Dell Description and Business Overview
Table 43. Dell Edge and Embedded AI Products, Services and Solutions
Table 44. Revenue (US$ Million) in Edge and Embedded AI Business of Dell (2019-2024)
Table 45. Dell Recent Developments
Table 46. ClearBlade Basic Information List
Table 47. ClearBlade Description and Business Overview
Table 48. ClearBlade Edge and Embedded AI Products, Services and Solutions
Table 49. Revenue (US$ Million) in Edge and Embedded AI Business of ClearBlade (2019-2024)
Table 50. ClearBlade Recent Developments
Table 51. IBM Basic Information List
Table 52. IBM Description and Business Overview
Table 53. IBM Edge and Embedded AI Products, Services and Solutions
Table 54. Revenue (US$ Million) in Edge and Embedded AI Business of IBM (2019-2024)
Table 55. IBM Recent Developments
Table 56. EdgeConneX Basic Information List
Table 57. EdgeConneX Description and Business Overview
Table 58. EdgeConneX Edge and Embedded AI Products, Services and Solutions
Table 59. Revenue (US$ Million) in Edge and Embedded AI Business of EdgeConneX (2019-2024)
Table 60. EdgeConneX Recent Developments
Table 61. Aarna Networks Basic Information List
Table 62. Aarna Networks Description and Business Overview
Table 63. Aarna Networks Edge and Embedded AI Products, Services and Solutions
Table 64. Revenue (US$ Million) in Edge and Embedded AI Business of Aarna Networks (2019-2024)
Table 65. Aarna Networks Recent Developments
Table 66. ADVA Basic Information List
Table 67. ADVA Description and Business Overview
Table 68. ADVA Edge and Embedded AI Products, Services and Solutions
Table 69. Revenue (US$ Million) in Edge and Embedded AI Business of ADVA (2019-2024)
Table 70. ADVA Recent Developments
Table 71. Section Basic Information List
Table 72. Section Description and Business Overview
Table 73. Section Edge and Embedded AI Products, Services and Solutions
Table 74. Revenue (US$ Million) in Edge and Embedded AI Business of Section (2019-2024)
Table 75. Section Recent Developments
Table 76. ADLINK Technology Basic Information List
Table 77. ADLINK Technology Description and Business Overview
Table 78. ADLINK Technology Edge and Embedded AI Products, Services and Solutions
Table 79. Revenue (US$ Million) in Edge and Embedded AI Business of ADLINK Technology (2019-2024)
Table 80. ADLINK Technology Recent Developments
Table 81. Key Raw Materials Lists
Table 82. Raw Materials Key Suppliers Lists
Table 83. Edge and Embedded AI Downstream Customers
Table 84. Edge and Embedded AI Distributors List
Table 85. Research Programs/Design for This Report
Table 86. Key Data Information from Secondary Sources
Table 87. Key Data Information from Primary Sources
Table 88. Business Unit and Senior & Team Lead Analysts
List of Figures
Figure 1. Edge and Embedded AI Product Picture
Figure 2. Global Edge and Embedded AI Sales Value, 2019 VS 2023 VS 2030 (US$ Million)
Figure 3. Global Edge and Embedded AI Sales Value (2019-2030) & (US$ Million)
Figure 4. Edge and Embedded AI Report Years Considered
Figure 5. Global Edge and Embedded AI Players Revenue Ranking (2023) & (US$ Million)
Figure 6. The 5 and 10 Largest Manufacturers in the World: Market Share by Edge and Embedded AI Revenue in 2023
Figure 7. Edge and Embedded AI Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023
Figure 8. Edge AI Picture
Figure 9. Embedded AI Picture
Figure 10. Global Edge and Embedded AI Sales Value by Type (2019 VS 2023 VS 2030) & (US$ Million)
Figure 11. Global Edge and Embedded AI Sales Value Market Share by Type, 2023 & 2030
Figure 12. Product Picture of Semiconductor Company
Figure 13. Product Picture of Electronic Equipment Company
Figure 14. Product Picture of Others
Figure 15. Global Edge and Embedded AI Sales Value by Application (2019 VS 2023 VS 2030) & (US$ Million)
Figure 16. Global Edge and Embedded AI Sales Value Market Share by Application, 2023 & 2030
Figure 17. North America Edge and Embedded AI Sales Value (2019-2030) & (US$ Million)
Figure 18. North America Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
Figure 19. Europe Edge and Embedded AI Sales Value (2019-2030) & (US$ Million)
Figure 20. Europe Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
Figure 21. Asia Pacific Edge and Embedded AI Sales Value (2019-2030) & (US$ Million)
Figure 22. Asia Pacific Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
Figure 23. South America Edge and Embedded AI Sales Value (2019-2030) & (US$ Million)
Figure 24. South America Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
Figure 25. Middle East & Africa Edge and Embedded AI Sales Value (2019-2030) & (US$ Million)
Figure 26. Middle East & Africa Edge and Embedded AI Sales Value by Country (%), 2023 VS 2030
Figure 27. Key Countries/Regions Edge and Embedded AI Sales Value (%), (2019-2030)
Figure 28. United States Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 29. United States Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 30. United States Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 31. Europe Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 32. Europe Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 33. Europe Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 34. China Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 35. China Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 36. China Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 37. Japan Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 38. Japan Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 39. Japan Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 40. South Korea Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 41. South Korea Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 42. South Korea Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 43. Southeast Asia Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 44. Southeast Asia Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 45. Southeast Asia Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 46. India Edge and Embedded AI Sales Value, (2019-2030) & (US$ Million)
Figure 47. India Edge and Embedded AI Sales Value by Type (%), 2023 VS 2030
Figure 48. India Edge and Embedded AI Sales Value by Application (%), 2023 VS 2030
Figure 49. Edge and Embedded AI Industrial Chain
Figure 50. Edge and Embedded AI Manufacturing Cost Structure
Figure 51. Channels of Distribution (Direct Sales, and Distribution)
Figure 52. Bottom-up and Top-down Approaches for This Report
Figure 53. Data Triangulation