出版:QYResearch(QYリサーチ) 出版年月:2024年1月
Global Neuromorphic AI Semiconductor Market Research Report 2024
世界のニューロモーフィックAI半導体市場調査レポート 2024年
ページ数 | 145 |
図表数 | 186 |
価格 | |
シングルユーザライセンス | USD 2,900 |
マルチユーザライセンス | USD 4,350 |
エンタープライズライセンス | USD 5,800 |
種別 | 英文調査報告書 |
The global Neuromorphic AI Semiconductor market was valued at US$ 20.99 million in 2023 and is anticipated to reach US$ 292.35 million by 2030, witnessing a CAGR of 45.77% during the forecast period 2024-2030.
North American market for Neuromorphic AI Semiconductor is estimated to increase from $ 9.17 million in 2023 to reach $ 129.31 million by 2030, at a CAGR of 45.73% during the forecast period of 2024 through 2030.
Asia-Pacific market for Neuromorphic AI Semiconductor is estimated to increase from $ 4.11 million in 2023 to reach $ 61.54 million by 2030, at a CAGR of 47.77% during the forecast period of 2024 through 2030.
Europe market for Neuromorphic AI Semiconductor is estimated to increase from $ 7.58 million in 2023 to reach $ 100.77 million by 2030, at a CAGR of 44.83% during the forecast period of 2024 through 2030.
The major global companies of Neuromorphic AI Semiconductor include Intel Corporation, IBM Corporation, Nepes, GrAI Matter Labs, SynSense, BrainChip Holdings, and etc. In 2023, the world’s top three vendors accounted for approximately 76.08% of the revenue.
This report aims to provide a comprehensive presentation of the global market for Neuromorphic AI Semiconductor, 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 Neuromorphic AI Semiconductor.
The Neuromorphic AI Semiconductor market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Neuromorphic AI Semiconductor 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 Neuromorphic AI Semiconductor 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
By Company
Intel Corporation
IBM Corporation
Nepes
GrAI Matter Labs
BrainChip Holdings
SynSense AG
Segment by Type
Data Mining
Image Recognition & Signal Recognition
Segment by Application
Neuromorphic Computer
Others
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
India
Rest of APAC
Europe
Germany
France
U.K.
Rest of Europe
Latin America
Brazil
Mexico
Rest of Latin America
Middle East & Africa
Middle East
Africa
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 Neuromorphic AI Semiconductor 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 revenue, gross margin, product introduction etc.
Chapter 12: The main points and conclusions of the report.
Table of Contents
1 Report Overview 1
1.1 Study Scope 1
1.2 Market Analysis by Type 1
1.2.1 Global Neuromorphic AI Semiconductor Market Size Growth Rate by Type: 2019 VS 2023 VS 2030 1
1.2.2 Data Mining 2
1.2.3 Image Recognition & Signal Recognition 4
1.3 Market by Application 5
1.3.1 Global Neuromorphic AI Semiconductor Market Growth by Application: 2019 VS 2023 VS 2030 6
1.3.2 Neuromorphic Computer 7
1.3.3 Others 8
1.4 Assumptions and Limitations 8
1.5 Study Objectives 9
1.6 Years Considered 10
2 Global Growth Trends 11
2.1 Global Neuromorphic AI Semiconductor Market Perspective (2019-2030) 11
2.2 Global Neuromorphic AI Semiconductor Growth Trends by Region 13
2.2.1 Global Neuromorphic AI Semiconductor Market Size by Region: 2019 VS 2023 VS 2030 13
2.2.2 Neuromorphic AI Semiconductor Historic Market Size by Region (2019-2024) 15
2.2.3 Neuromorphic AI Semiconductor Forecasted Market Size by Region (2025-2030) 16
2.3 Neuromorphic AI Semiconductor Market Dynamics 17
2.3.1 Neuromorphic AI Semiconductor Industry Trends 17
2.3.2 Neuromorphic AI Semiconductor Market Drivers 17
2.3.3 Neuromorphic AI Semiconductor Market Challenges 18
2.3.4 Neuromorphic AI Semiconductor Market Restraints 19
3 Competition Landscape by Key Players 20
3.1 Global Top Neuromorphic AI Semiconductor Players by Revenue 20
3.1.1 Global Top Neuromorphic AI Semiconductor Players by Revenue (2019-2024) 20
3.1.2 Global Neuromorphic AI Semiconductor Revenue Market Share by Players (2019-2024) 21
3.2 Global Neuromorphic AI Semiconductor Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 21
3.3 Global Key Players Ranking by Neuromorphic AI Semiconductor Revenue 23
3.4 Global Neuromorphic AI Semiconductor Market Concentration Ratio 24
3.4.1 Global Neuromorphic AI Semiconductor Market Concentration Ratio (CR5 and HHI) 24
3.4.2 Global Top 3 and Top 5 Companies by Neuromorphic AI Semiconductor Revenue in 2023 25
3.5 Global Key Players of Neuromorphic AI Semiconductor Head office and Area Served 26
3.6 Global Key Players of Neuromorphic AI Semiconductor Product 26
3.7 Global Key Players of Neuromorphic AI Semiconductor, Date of Enter into This Industry 27
3.8 Mergers & Acquisitions, Expansion Plans 28
4 Neuromorphic AI Semiconductor Breakdown Data by Type 31
4.1 Global Neuromorphic AI Semiconductor Historic Market Size by Type (2019-2024) 31
4.2 Global Neuromorphic AI Semiconductor Forecasted Market Size by Type (2025-2030) 32
5 Neuromorphic AI Semiconductor Breakdown Data by Application 33
5.1 Global Neuromorphic AI Semiconductor Historic Market Size by Application (2019-2024) 33
5.2 Global Neuromorphic AI Semiconductor Forecasted Market Size by Application (2025-2030) 34
6 North America 35
6.1 North America Neuromorphic AI Semiconductor Market Size (2019-2030) 35
6.2 North America Neuromorphic AI Semiconductor Market Growth Rate by Country: 2019 VS 2023 VS 2030 36
6.3 North America Neuromorphic AI Semiconductor Market Size by Country (2019-2024) 36
6.4 North America Neuromorphic AI Semiconductor Market Size by Country (2025-2030) 37
6.5 United States 38
6.6 Canada 39
7 Europe 40
7.1 Europe Neuromorphic AI Semiconductor Market Size (2019-2030) 40
7.2 Europe Neuromorphic AI Semiconductor Market Growth Rate by Country: 2019 VS 2023 VS 2030 40
7.3 Europe Neuromorphic AI Semiconductor Market Size by Country (2019-2024) 41
7.4 Europe Neuromorphic AI Semiconductor Market Size by Country (2025-2030) 42
7.5 Germany 43
7.6 France 44
7.7 U.K. 45
8 Asia-Pacific 46
8.1 Asia-Pacific Neuromorphic AI Semiconductor Market Size (2019-2030) 46
8.2 Asia-Pacific Neuromorphic AI Semiconductor Market Growth Rate by Country: 2019 VS 2023 VS 2030 46
8.3 Asia-Pacific Neuromorphic AI Semiconductor Market Size by Region (2019-2024) 47
8.4 Asia-Pacific Neuromorphic AI Semiconductor Market Size by Region (2025-2030) 48
8.5 China 49
8.6 Japan 50
8.7 South Korea 51
8.8 India 52
9 Latin America 53
9.1 Latin America Neuromorphic AI Semiconductor Market Size (2019-2030) 53
9.2 Latin America Neuromorphic AI Semiconductor Market Growth Rate by Country: 2019 VS 2023 VS 2030 53
9.3 Latin America Neuromorphic AI Semiconductor Market Size by Country (2019-2024) 54
9.4 Latin America Neuromorphic AI Semiconductor Market Size by Country (2025-2030) 55
9.5 Brazil 56
9.6 Mexico 57
10 Middle East & Africa 58
10.1 Middle East & Africa Neuromorphic AI Semiconductor Market Size (2019-2030) 58
10.2 Middle East & Africa Neuromorphic AI Semiconductor Market Growth Rate by Country: 2019 VS 2023 VS 2030 58
10.3 Middle East & Africa Neuromorphic AI Semiconductor Market Size by Country (2019-2024) 59
10.4 Middle East & Africa Neuromorphic AI Semiconductor Market Size by Country (2025-2030) 60
10.5 Middle East 61
10.6 Africa 62
11 Key Players Profiles 63
11.1 Intel Corporation 63
11.1.1 Intel Corporation Company Details 63
11.1.2 Intel Corporation Business Overview 63
11.1.3 Intel Corporation Neuromorphic AI Semiconductor Introduction 64
11.1.4 Intel Corporation Revenue in Neuromorphic AI Semiconductor Business (2019-2024) 65
11.2 IBM Corporation 66
11.2.1 IBM Corporation Company Details 66
11.2.2 IBM Corporation Business Overview 67
11.2.3 IBM Corporation Neuromorphic AI Semiconductor Introduction 67
11.2.4 IBM Corporation Revenue in Neuromorphic AI Semiconductor Business (2019-2024) 68
11.3 Nepes 69
11.3.1 Nepes Company Details 69
11.3.2 Nepes Business Overview 70
11.3.3 Nepes Neuromorphic AI Semiconductor Introduction 70
11.3.4 Nepes Revenue in Neuromorphic AI Semiconductor Business (2019-2024) 71
11.4 GrAI Matter Labs 72
11.4.1 GrAI Matter Labs Company Details 72
11.4.2 GrAI Matter Labs Business Overview 73
11.4.3 GrAI Matter Labs Neuromorphic AI Semiconductor Introduction 73
11.4.4 GrAI Matter Labs Revenue in Neuromorphic AI Semiconductor Business (2019-2024) 74
11.5 BrainChip Holdings 75
11.5.1 BrainChip Holdings Company Details 75
11.5.2 BrainChip Holdings Business Overview 75
11.5.3 BrainChip Holdings Neuromorphic AI Semiconductor Introduction 76
11.5.4 BrainChip Holdings Revenue in Neuromorphic AI Semiconductor Business (2019-2024) 77
11.6 SynSense 79
11.6.1 SynSense Company Details 79
11.6.2 SynSense Business Overview 79
11.6.3 SynSense Neuromorphic AI Semiconductor Introduction 80
11.6.4 SynSense Revenue in Neuromorphic AI Semiconductor Business (2019-2024) 83
12 Analyst’s Viewpoints/Conclusions 84
13 Appendix 86
13.1 Research Methodology 86
13.1.1 Methodology/Research Approach 86
13.1.2 Data Source 90
13.2 Author Details 93
13.3 Disclaimer 94
Table 1. Global Neuromorphic AI Semiconductor Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030 2
Table 2. Global Neuromorphic AI Semiconductor Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030 6
Table 3. Global Neuromorphic AI Semiconductor Market Size by Region (US$ Million): 2019 VS 2023 VS 2030 13
Table 4. Global Neuromorphic AI Semiconductor Market Size by Region (2019-2024) & (US$ Million) 15
Table 5. Global Neuromorphic AI Semiconductor Market Share by Region (2019-2024) 15
Table 6. Global Neuromorphic AI Semiconductor Forecasted Market Size by Region (2025-2030) & (US$ Million) 16
Table 7. Global Neuromorphic AI Semiconductor Market Share by Region (2025-2030) 16
Table 8. Neuromorphic AI Semiconductor Market Trends 17
Table 9. Neuromorphic AI Semiconductor Market Drivers 17
Table 10. Neuromorphic AI Semiconductor Market Challenges 18
Table 11. Neuromorphic AI Semiconductor Market Restraints 19
Table 12. Global Neuromorphic AI Semiconductor Revenue by Players (2019-2024) & (US$ Million) 20
Table 13. Global Neuromorphic AI Semiconductor Market Share by Players (2019-2024) 21
Table 14. Global Top Neuromorphic AI Semiconductor Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Neuromorphic AI Semiconductor as of 2023) 22
Table 15. Ranking of Global Top Neuromorphic AI Semiconductor Companies by Revenue (US$ Million) in 2023 23
Table 16. Global 5 Largest Players Market Share by Neuromorphic AI Semiconductor Revenue (CR5 and HHI) & (2019-2024) 24
Table 17. Global Key Players of Neuromorphic AI Semiconductor, Headquarters and Area Served 26
Table 18. Global Key Players of Neuromorphic AI Semiconductor Product 26
Table 19. Global Key Players of Neuromorphic AI Semiconductor, Date of Enter into This Industry 27
Table 20. Mergers & Acquisitions, Expansion Plans 28
Table 21. Global Neuromorphic AI Semiconductor Market Size by Type (2019-2024) & (US$ Million) 31
Table 22. Global Neuromorphic AI Semiconductor Revenue Market Share by Type (2019-2024) 31
Table 23. Global Neuromorphic AI Semiconductor Forecasted Market Size by Type (2025-2030) & (US$ Million) 32
Table 24. Global Neuromorphic AI Semiconductor Revenue Market Share by Type (2025-2030) 32
Table 25. Global Neuromorphic AI Semiconductor Market Size by Application (2019-2024) & (US$ Million) 33
Table 26. Global Neuromorphic AI Semiconductor Revenue Market Share by Application (2019-2024) 33
Table 27. Global Neuromorphic AI Semiconductor Forecasted Market Size by Application (2025-2030) & (US$ Million) 34
Table 28. Global Neuromorphic AI Semiconductor Revenue Market Share by Application (2025-2030) 34
Table 29. North America Neuromorphic AI Semiconductor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030 36
Table 30. North America Neuromorphic AI Semiconductor Market Size by Country (2019-2024) & (US$ Million) 36
Table 31. North America Neuromorphic AI Semiconductor Market Share by Country (2019-2024) 37
Table 32. North America Neuromorphic AI Semiconductor Market Size by Country (2025-2030) & (US$ Million) 37
Table 33. North America Neuromorphic AI Semiconductor Market Share by Country (2025-2030) 37
Table 34. Europe Neuromorphic AI Semiconductor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030 40
Table 35. Europe Neuromorphic AI Semiconductor Market Size by Country (2019-2024) & (US$ Million) 41
Table 36. Europe Neuromorphic AI Semiconductor Market Share by Country (2019-2024) 41
Table 37. Europe Neuromorphic AI Semiconductor Market Size by Country (2025-2030) & (US$ Million) 42
Table 38. Europe Neuromorphic AI Semiconductor Market Share by Country (2024-2030) 42
Table 39. Asia-Pacific Neuromorphic AI Semiconductor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030 46
Table 40. Asia-Pacific Neuromorphic AI Semiconductor Market Size by Region (2019-2024) & (US$ Million) 47
Table 41. Asia-Pacific Neuromorphic AI Semiconductor Market Share by Region (2019-2024) 47
Table 42. Asia-Pacific Neuromorphic AI Semiconductor Market Size by Region (2025-2030) & (US$ Million) 48
Table 43. Asia-Pacific Neuromorphic AI Semiconductor Market Share by Region (2025-2030) 48
Table 44. Latin America Neuromorphic AI Semiconductor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030 53
Table 45. Latin America Neuromorphic AI Semiconductor Market Size by Country (2019-2024) & (US$ Million) 54
Table 46. Latin America Neuromorphic AI Semiconductor Market Share by Country (2019-2024) 54
Table 47. Latin America Neuromorphic AI Semiconductor Market Size by Country (2025-2030) & (US$ Million) 55
Table 48. Latin America Neuromorphic AI Semiconductor Market Share by Country (2019-2030) 55
Table 49. Middle East & Africa Neuromorphic AI Semiconductor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030 58
Table 50. Middle East & Africa Neuromorphic AI Semiconductor Market Size by Country (2019-2024) & (US$ Million) 59
Table 51. Middle East & Africa Neuromorphic AI Semiconductor Market Share by Country (2019-2024) 59
Table 52. Middle East & Africa Neuromorphic AI Semiconductor Market Size by Country (2025-2030) & (US$ Million) 60
Table 53. Middle East & Africa Neuromorphic AI Semiconductor Market Share by Country (2025-2030) 60
Table 54. Intel Corporation Company Details 63
Table 55. Intel Corporation Business Overview 63
Table 56. Intel Corporation Neuromorphic AI Semiconductor Product 64
Table 57. Intel Corporation Revenue in Neuromorphic AI Semiconductor Business (2019-2024) & (US$ Million) 65
Table 58. IBM Corporation Company Details 66
Table 59. IBM Corporation Business Overview 67
Table 60. IBM Corporation Neuromorphic AI Semiconductor Product 67
Table 61. IBM Corporation Revenue in Neuromorphic AI Semiconductor Business (2019-2024) & (US$ Million) 68
Table 62. Nepes Company Details 69
Table 63. Nepes Business Overview 70
Table 64. Nepes Neuromorphic AI Semiconductor Product 70
Table 65. Nepes Revenue in Neuromorphic AI Semiconductor Business (2019-2024) & (US$ Million) 71
Table 66. GrAI Matter Labs Company Details 72
Table 67. GrAI Matter Labs Business Overview 73
Table 68. GrAI Matter Labs Neuromorphic AI Semiconductor Product 73
Table 69. GrAI Matter Labs Revenue in Neuromorphic AI Semiconductor Business (2019-2024) & (US$ Million) 74
Table 70. BrainChip Holdings Company Details 75
Table 71. BrainChip Holdings Business Overview 75
Table 72. BrainChip Holdings Neuromorphic AI Semiconductor Product 76
Table 73. BrainChip Holdings Revenue in Neuromorphic AI Semiconductor Business (2019-2024) & (US$ Million) 77
Table 74. SynSense Company Details 79
Table 75. SynSense Business Overview 79
Table 76. SynSense Neuromorphic AI Semiconductor Product 80
Table 77. SynSense Revenue in Neuromorphic AI Semiconductor Business (2019-2024) & (US$ Million) 83
Table 78. Research Programs/Design for This Report 86
Table 79. Key Data Information from Secondary Sources 90
Table 80. Key Data Information from Primary Sources 92
Table 81. Authors List of This Report 93
List of Figures
Figure 1. Neuromorphic AI Semiconductor Picture 1
Figure 2. Global Neuromorphic AI Semiconductor Market Share by Type: 2023 VS 2030 2
Figure 3. Data Mining 3
Figure 4. Data Mining Image Recognition & Signal Recognition 5
Figure 5. Global Neuromorphic AI Semiconductor Market Share by Application: 2023 VS 2030 7
Figure 6. Neuromorphic Computer Case Studies 8
Figure 7. Neuromorphic AI Semiconductor Report Years Considered 10
Figure 8. Global Neuromorphic AI Semiconductor Market Size (US$ Million), Year-over-Year: 2019-2030 12
Figure 9. Global Neuromorphic AI Semiconductor Market Size, (US$ Million), 2019 VS 2024 VS 2030 12
Figure 10. Global Neuromorphic AI Semiconductor Market Share by Region: 2023 VS 2030 14
Figure 11. Global Top Neuromorphic AI Semiconductor Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Neuromorphic AI Semiconductor as of 2023) 22
Figure 12. The Top 3 and 5 Players Market Share by Neuromorphic AI Semiconductor Revenue in 2023 25
Figure 13. North America Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 35
Figure 14. United States Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 38
Figure 15. Canada Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 39
Figure 16. Europe Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 40
Figure 17. Germany Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 43
Figure 18. France Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 44
Figure 19. U.K. Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 45
Figure 20. Asia-Pacific Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 46
Figure 21. China Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 49
Figure 22. Japan Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 50
Figure 23. South Korea Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 51
Figure 24. India Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 52
Figure 25. Latin America Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 53
Figure 26. Brazil Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 56
Figure 27. Mexico Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 57
Figure 28. Middle East & Africa Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 58
Figure 29. Middle East Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 61
Figure 30. Africa Neuromorphic AI Semiconductor Market Size YoY Growth (2019-2030) & (US$ Million) 62
Figure 31. Intel Corporation Revenue Growth Rate in Neuromorphic AI Semiconductor Business (2019-2024) 66
Figure 32. IBM Corporation Revenue Growth Rate in Neuromorphic AI Semiconductor Business (2019-2024) 69
Figure 33. Nepes Revenue Growth Rate in Neuromorphic AI Semiconductor Business (2019-2024) 72
Figure 34. GrAI Matter Labs Revenue Growth Rate in Neuromorphic AI Semiconductor Business (2019-2024) 74
Figure 35. BrainChip Holdings Revenue Growth Rate in Neuromorphic AI Semiconductor Business (2019-2024) 78
Figure 36. SynSense Revenue Growth Rate in Neuromorphic AI Semiconductor Business (2019-2024) 83
Figure 37. Bottom-up and Top-down Approaches for This Report 88
Figure 38. Data Triangulation 89
Figure 39. Key Executives Interviewed 92