Global AI In Computer Vision Market Size, Status and Forecast 2020-2026

August 2020 | 95 pages | ID: G9C4A2F77E7EEN
QYResearch

Abstracts

This report focuses on the global AI In Computer Vision status, future forecast, growth opportunity, key market and key players. The study objectives are to present the AI In Computer Vision development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
The key players covered in this study

• Qualcomm Technologies, Inc.
• Google LLC
• Allied Vision Technologies GmbH
• Basler AG
• NVIDIA Corporation
• Facebook
• Microsoft Corporation
• Intel Corporation
• Apple Inc.
• COGNEX Corporation

Market segment by Type, the product can be split into

• Hardware
• Software

Market segment by Application, split into

• Healthcare
• Automotive
• Agriculture
• Others

Market segment by Regions/Countries, this report covers

• North America
• Europe
• China
• Japan
• Southeast Asia
• India
• Central & South America

The study objectives of this report are:

• To analyze global AI In Computer Vision status, future forecast, growth opportunity, key market and key players.
• To present the AI In Computer Vision development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
• To strategically profile the key players and comprehensively analyze their development plan and strategies.
• To define, describe and forecast the market by type, market and key regions.

In this study, the years considered to estimate the market size of AI In Computer Vision are as follows:

• History Year: 2015-2019
• Base Year: 2019
• Estimated Year: 2020
• Forecast Year 2020 to 2026

For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Contents

1 REPORT OVERVIEW

1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by AI In Computer Vision Revenue
1.4 Market Analysis by Type
  1.4.1 Global AI In Computer Vision Market Size Growth Rate by Type: 2020 VS 2026
  1.4.2 Hardware
  1.4.3 Software
1.5 Market by Application
  1.5.1 Global AI In Computer Vision Market Share by Application: 2020 VS 2026
  1.5.2 Healthcare
  1.5.3 Automotive
  1.5.4 Agriculture
  1.5.5 Others
1.6 Coronavirus Disease 2019 (Covid-19): AI In Computer Vision Industry Impact
  1.6.1 How the Covid-19 is Affecting the AI In Computer Vision Industry
    1.6.1.1 AI In Computer Vision Business Impact Assessment - Covid-19
    1.6.1.2 Supply Chain Challenges
    1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
  1.6.2 Market Trends and AI In Computer Vision Potential Opportunities in the COVID-19 Landscape
  1.6.3 Measures / Proposal against Covid-19
    1.6.3.1 Government Measures to Combat Covid-19 Impact
    1.6.3.2 Proposal for AI In Computer Vision Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered

2 GLOBAL GROWTH TRENDS BY REGIONS

2.1 AI In Computer Vision Market Perspective (2015-2026)
2.2 AI In Computer Vision Growth Trends by Regions
  2.2.1 AI In Computer Vision Market Size by Regions: 2015 VS 2020 VS 2026
  2.2.2 AI In Computer Vision Historic Market Share by Regions (2015-2020)
  2.2.3 AI In Computer Vision Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
  2.3.1 Market Top Trends
  2.3.2 Market Drivers
  2.3.3 Market Challenges
  2.3.4 Porter’s Five Forces Analysis
  2.3.5 AI In Computer Vision Market Growth Strategy
  2.3.6 Primary Interviews with Key AI In Computer Vision Players (Opinion Leaders)

3 COMPETITION LANDSCAPE BY KEY PLAYERS

3.1 Global Top AI In Computer Vision Players by Market Size
  3.1.1 Global Top AI In Computer Vision Players by Revenue (2015-2020)
  3.1.2 Global AI In Computer Vision Revenue Market Share by Players (2015-2020)
  3.1.3 Global AI In Computer Vision Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global AI In Computer Vision Market Concentration Ratio
  3.2.1 Global AI In Computer Vision Market Concentration Ratio (CR5 and HHI)
  3.2.2 Global Top 10 and Top 5 Companies by AI In Computer Vision Revenue in 2019
3.3 AI In Computer Vision Key Players Head office and Area Served
3.4 Key Players AI In Computer Vision Product Solution and Service
3.5 Date of Enter into AI In Computer Vision Market
3.6 Mergers & Acquisitions, Expansion Plans

4 BREAKDOWN DATA BY TYPE (2015-2026)

4.1 Global AI In Computer Vision Historic Market Size by Type (2015-2020)
4.2 Global AI In Computer Vision Forecasted Market Size by Type (2021-2026)

5 AI IN COMPUTER VISION BREAKDOWN DATA BY APPLICATION (2015-2026)

5.1 Global AI In Computer Vision Market Size by Application (2015-2020)
5.2 Global AI In Computer Vision Forecasted Market Size by Application (2021-2026)

6 NORTH AMERICA

6.1 North America AI In Computer Vision Market Size (2015-2020)
6.2 AI In Computer Vision Key Players in North America (2019-2020)
6.3 North America AI In Computer Vision Market Size by Type (2015-2020)
6.4 North America AI In Computer Vision Market Size by Application (2015-2020)

7 EUROPE

7.1 Europe AI In Computer Vision Market Size (2015-2020)
7.2 AI In Computer Vision Key Players in Europe (2019-2020)
7.3 Europe AI In Computer Vision Market Size by Type (2015-2020)
7.4 Europe AI In Computer Vision Market Size by Application (2015-2020)

8 CHINA

8.1 China AI In Computer Vision Market Size (2015-2020)
8.2 AI In Computer Vision Key Players in China (2019-2020)
8.3 China AI In Computer Vision Market Size by Type (2015-2020)
8.4 China AI In Computer Vision Market Size by Application (2015-2020)

9 JAPAN

9.1 Japan AI In Computer Vision Market Size (2015-2020)
9.2 AI In Computer Vision Key Players in Japan (2019-2020)
9.3 Japan AI In Computer Vision Market Size by Type (2015-2020)
9.4 Japan AI In Computer Vision Market Size by Application (2015-2020)

10 SOUTHEAST ASIA

10.1 Southeast Asia AI In Computer Vision Market Size (2015-2020)
10.2 AI In Computer Vision Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia AI In Computer Vision Market Size by Type (2015-2020)
10.4 Southeast Asia AI In Computer Vision Market Size by Application (2015-2020)

11 INDIA

11.1 India AI In Computer Vision Market Size (2015-2020)
11.2 AI In Computer Vision Key Players in India (2019-2020)
11.3 India AI In Computer Vision Market Size by Type (2015-2020)
11.4 India AI In Computer Vision Market Size by Application (2015-2020)

12 CENTRAL & SOUTH AMERICA

12.1 Central & South America AI In Computer Vision Market Size (2015-2020)
12.2 AI In Computer Vision Key Players in Central & South America (2019-2020)
12.3 Central & South America AI In Computer Vision Market Size by Type (2015-2020)
12.4 Central & South America AI In Computer Vision Market Size by Application (2015-2020)

13 KEY PLAYERS PROFILES

13.1 Qualcomm Technologies, Inc.
  13.1.1 Qualcomm Technologies, Inc. Company Details
  13.1.2 Qualcomm Technologies, Inc. Business Overview and Its Total Revenue
  13.1.3 Qualcomm Technologies, Inc. AI In Computer Vision Introduction
  13.1.4 Qualcomm Technologies, Inc. Revenue in AI In Computer Vision Business (2015-2020))
  13.1.5 Qualcomm Technologies, Inc. Recent Development
13.2 Google LLC
  13.2.1 Google LLC Company Details
  13.2.2 Google LLC Business Overview and Its Total Revenue
  13.2.3 Google LLC AI In Computer Vision Introduction
  13.2.4 Google LLC Revenue in AI In Computer Vision Business (2015-2020)
  13.2.5 Google LLC Recent Development
13.3 Allied Vision Technologies GmbH
  13.3.1 Allied Vision Technologies GmbH Company Details
  13.3.2 Allied Vision Technologies GmbH Business Overview and Its Total Revenue
  13.3.3 Allied Vision Technologies GmbH AI In Computer Vision Introduction
  13.3.4 Allied Vision Technologies GmbH Revenue in AI In Computer Vision Business (2015-2020)
  13.3.5 Allied Vision Technologies GmbH Recent Development
13.4 Basler AG
  13.4.1 Basler AG Company Details
  13.4.2 Basler AG Business Overview and Its Total Revenue
  13.4.3 Basler AG AI In Computer Vision Introduction
  13.4.4 Basler AG Revenue in AI In Computer Vision Business (2015-2020)
  13.4.5 Basler AG Recent Development
13.5 NVIDIA Corporation
  13.5.1 NVIDIA Corporation Company Details
  13.5.2 NVIDIA Corporation Business Overview and Its Total Revenue
  13.5.3 NVIDIA Corporation AI In Computer Vision Introduction
  13.5.4 NVIDIA Corporation Revenue in AI In Computer Vision Business (2015-2020)
  13.5.5 NVIDIA Corporation Recent Development
13.6 Facebook
  13.6.1 Facebook Company Details
  13.6.2 Facebook Business Overview and Its Total Revenue
  13.6.3 Facebook AI In Computer Vision Introduction
  13.6.4 Facebook Revenue in AI In Computer Vision Business (2015-2020)
  13.6.5 Facebook Recent Development
13.7 Microsoft Corporation
  13.7.1 Microsoft Corporation Company Details
  13.7.2 Microsoft Corporation Business Overview and Its Total Revenue
  13.7.3 Microsoft Corporation AI In Computer Vision Introduction
  13.7.4 Microsoft Corporation Revenue in AI In Computer Vision Business (2015-2020)
  13.7.5 Microsoft Corporation Recent Development
13.8 Intel Corporation
  13.8.1 Intel Corporation Company Details
  13.8.2 Intel Corporation Business Overview and Its Total Revenue
  13.8.3 Intel Corporation AI In Computer Vision Introduction
  13.8.4 Intel Corporation Revenue in AI In Computer Vision Business (2015-2020)
  13.8.5 Intel Corporation Recent Development
13.9 Apple Inc.
  13.9.1 Apple Inc. Company Details
  13.9.2 Apple Inc. Business Overview and Its Total Revenue
  13.9.3 Apple Inc. AI In Computer Vision Introduction
  13.9.4 Apple Inc. Revenue in AI In Computer Vision Business (2015-2020)
  13.9.5 Apple Inc. Recent Development
13.10 COGNEX Corporation
  13.10.1 COGNEX Corporation Company Details
  13.10.2 COGNEX Corporation Business Overview and Its Total Revenue
  13.10.3 COGNEX Corporation AI In Computer Vision Introduction
  13.10.4 COGNEX Corporation Revenue in AI In Computer Vision Business (2015-2020)
  13.10.5 COGNEX Corporation Recent Development

14 ANALYST'S VIEWPOINTS/CONCLUSIONS

15 APPENDIX

15.1 Research Methodology
  15.1.1 Methodology/Research Approach
  15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details

List Of Tables

LIST OF TABLES

Table 1. AI In Computer Vision Key Market Segments
Table 2. Key Players Covered: Ranking by AI In Computer Vision Revenue
Table 3. Ranking of Global Top AI In Computer Vision Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global AI In Computer Vision Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Hardware
Table 6. Key Players of Software
Table 7. COVID-19 Impact Global Market: (Four AI In Computer Vision Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for AI In Computer Vision Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for AI In Computer Vision Players to Combat Covid-19 Impact
Table 12. Global AI In Computer Vision Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global AI In Computer Vision Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global AI In Computer Vision Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global AI In Computer Vision Market Share by Regions (2015-2020)
Table 16. Global AI In Computer Vision Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global AI In Computer Vision Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. AI In Computer Vision Market Growth Strategy
Table 22. Main Points Interviewed from Key AI In Computer Vision Players
Table 23. Global AI In Computer Vision Revenue by Players (2015-2020) (Million US$)
Table 24. Global AI In Computer Vision Market Share by Players (2015-2020)
Table 25. Global Top AI In Computer Vision Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI In Computer Vision as of 2019)
Table 26. Global AI In Computer Vision by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players AI In Computer Vision Product Solution and Service
Table 29. Date of Enter into AI In Computer Vision Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 32. Global AI In Computer Vision Market Size Share by Type (2015-2020)
Table 33. Global AI In Computer Vision Revenue Market Share by Type (2021-2026)
Table 34. Global AI In Computer Vision Market Size Share by Application (2015-2020)
Table 35. Global AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 36. Global AI In Computer Vision Market Size Share by Application (2021-2026)
Table 37. North America Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 38. North America Key Players AI In Computer Vision Market Share (2019-2020)
Table 39. North America AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 40. North America AI In Computer Vision Market Share by Type (2015-2020)
Table 41. North America AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 42. North America AI In Computer Vision Market Share by Application (2015-2020)
Table 43. Europe Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players AI In Computer Vision Market Share (2019-2020)
Table 45. Europe AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 46. Europe AI In Computer Vision Market Share by Type (2015-2020)
Table 47. Europe AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 48. Europe AI In Computer Vision Market Share by Application (2015-2020)
Table 49. China Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 50. China Key Players AI In Computer Vision Market Share (2019-2020)
Table 51. China AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 52. China AI In Computer Vision Market Share by Type (2015-2020)
Table 53. China AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 54. China AI In Computer Vision Market Share by Application (2015-2020)
Table 55. Japan Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players AI In Computer Vision Market Share (2019-2020)
Table 57. Japan AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 58. Japan AI In Computer Vision Market Share by Type (2015-2020)
Table 59. Japan AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 60. Japan AI In Computer Vision Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players AI In Computer Vision Market Share (2019-2020)
Table 63. Southeast Asia AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia AI In Computer Vision Market Share by Type (2015-2020)
Table 65. Southeast Asia AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia AI In Computer Vision Market Share by Application (2015-2020)
Table 67. India Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 68. India Key Players AI In Computer Vision Market Share (2019-2020)
Table 69. India AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 70. India AI In Computer Vision Market Share by Type (2015-2020)
Table 71. India AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 72. India AI In Computer Vision Market Share by Application (2015-2020)
Table 73. Central & South America Key Players AI In Computer Vision Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players AI In Computer Vision Market Share (2019-2020)
Table 75. Central & South America AI In Computer Vision Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America AI In Computer Vision Market Share by Type (2015-2020)
Table 77. Central & South America AI In Computer Vision Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America AI In Computer Vision Market Share by Application (2015-2020)
Table 79. Qualcomm Technologies, Inc. Company Details
Table 80. Qualcomm Technologies, Inc. Business Overview
Table 81. Qualcomm Technologies, Inc. Product
Table 82. Qualcomm Technologies, Inc. Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 83. Qualcomm Technologies, Inc. Recent Development
Table 84. Google LLC Company Details
Table 85. Google LLC Business Overview
Table 86. Google LLC Product
Table 87. Google LLC Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 88. Google LLC Recent Development
Table 89. Allied Vision Technologies GmbH Company Details
Table 90. Allied Vision Technologies GmbH Business Overview
Table 91. Allied Vision Technologies GmbH Product
Table 92. Allied Vision Technologies GmbH Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 93. Allied Vision Technologies GmbH Recent Development
Table 94. Basler AG Company Details
Table 95. Basler AG Business Overview
Table 96. Basler AG Product
Table 97. Basler AG Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 98. Basler AG Recent Development
Table 99. NVIDIA Corporation Company Details
Table 100. NVIDIA Corporation Business Overview
Table 101. NVIDIA Corporation Product
Table 102. NVIDIA Corporation Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 103. NVIDIA Corporation Recent Development
Table 104. Facebook Company Details
Table 105. Facebook Business Overview
Table 106. Facebook Product
Table 107. Facebook Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 108. Facebook Recent Development
Table 109. Microsoft Corporation Company Details
Table 110. Microsoft Corporation Business Overview
Table 111. Microsoft Corporation Product
Table 112. Microsoft Corporation Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 113. Microsoft Corporation Recent Development
Table 114. Intel Corporation Business Overview
Table 115. Intel Corporation Product
Table 116. Intel Corporation Company Details
Table 117. Intel Corporation Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 118. Intel Corporation Recent Development
Table 119. Apple Inc. Company Details
Table 120. Apple Inc. Business Overview
Table 121. Apple Inc. Product
Table 122. Apple Inc. Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 123. Apple Inc. Recent Development
Table 124. COGNEX Corporation Company Details
Table 125. COGNEX Corporation Business Overview
Table 126. COGNEX Corporation Product
Table 127. COGNEX Corporation Revenue in AI In Computer Vision Business (2015-2020) (Million US$)
Table 128. COGNEX Corporation Recent Development
Table 129. Research Programs/Design for This Report
Table 130. Key Data Information from Secondary Sources
Table 131. Key Data Information from Primary Sources

List Of Figures

LIST OF FIGURES

Figure 1. Global AI In Computer Vision Market Share by Type: 2020 VS 2026
Figure 2. Hardware Features
Figure 3. Software Features
Figure 4. Global AI In Computer Vision Market Share by Application: 2020 VS 2026
Figure 5. Healthcare Case Studies
Figure 6. Automotive Case Studies
Figure 7. Agriculture Case Studies
Figure 8. Others Case Studies
Figure 9. AI In Computer Vision Report Years Considered
Figure 10. Global AI In Computer Vision Market Size YoY Growth 2015-2026 (US$ Million)
Figure 11. Global AI In Computer Vision Market Share by Regions: 2020 VS 2026
Figure 12. Global AI In Computer Vision Market Share by Regions (2021-2026)
Figure 13. Porter's Five Forces Analysis
Figure 14. Global AI In Computer Vision Market Share by Players in 2019
Figure 15. Global Top AI In Computer Vision Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI In Computer Vision as of 2019
Figure 16. The Top 10 and 5 Players Market Share by AI In Computer Vision Revenue in 2019
Figure 17. North America AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 18. Europe AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. China AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. Japan AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Southeast Asia AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. India AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. Central & South America AI In Computer Vision Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Qualcomm Technologies, Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 25. Qualcomm Technologies, Inc. Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 26. Google LLC Total Revenue (US$ Million): 2019 Compared with 2018
Figure 27. Google LLC Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 28. Allied Vision Technologies GmbH Total Revenue (US$ Million): 2019 Compared with 2018
Figure 29. Allied Vision Technologies GmbH Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 30. Basler AG Total Revenue (US$ Million): 2019 Compared with 2018
Figure 31. Basler AG Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 32. NVIDIA Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 33. NVIDIA Corporation Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 34. Facebook Total Revenue (US$ Million): 2019 Compared with 2018
Figure 35. Facebook Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 36. Microsoft Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 37. Microsoft Corporation Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 38. Intel Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 39. Intel Corporation Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 40. Apple Inc. Total Revenue (US$ Million): 2019 Compared with 2018
Figure 41. Apple Inc. Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 42. COGNEX Corporation Total Revenue (US$ Million): 2019 Compared with 2018
Figure 43. COGNEX Corporation Revenue Growth Rate in AI In Computer Vision Business (2015-2020)
Figure 44. Bottom-up and Top-down Approaches for This Report
Figure 45. Data Triangulation
Figure 46. Key Executives Interviewed