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Artificial Intelligence and Machine Learning

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This report delivers a quantitative assessment of Artificial Intelligence (AI) and Machine Learning (ML) usage across numerous consumer, commercial, healthcare, public sector and industrial device markets. The assessment was informed by, and further refined by, a qualitative analysis of the technological, business, and political drivers and constraints impacting the use of Artificial Intelligence (AI) technologies. The forecast addresses the total addressable market for AI in multiple end device market, from end device shipment, use case, implementation method, and chipset architecture.

Device categories, segmentation, and annual shipment volumes used in this MD are derived from existing device and product data sets. Further analysis is performed to document and forecast shipments of active AI-enabled devices. The forecast segments where AI inference and training takes place in each device, whether that’s in the cloud, on-device, at a gateway, or at an on-premise server.

The MD also seeks to provide clarity on the current market dynamic between different AI chipset vendors based on architecture and revenue. This will enable users to grasp the future trends in AI industry and anticipate future development across various industries.

Table of Contents

Tables
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  1. Definitions for Major Forecasting Categories, AI-Enabled Devices
  2. Definitions for End Devices, AI-Enabled Devices
  3. Definitions for Use Cases, AI-Enabled Devices
  4. Total Annual Revenue from AI Chipset Sales, World Markets, Forecast: 2017 to 2024
  5. AI Chipset Revenue and Market Share by Vendor, World Markets, Historical: 2018 to 2019 H1
  6. AI Chipset Revenue and Market Share by Vendor Type, World Markets, Historical: 2018 to 2019 H1
  7. Cloud AI Chipset Revenue and Market Share by Vendor, World Markets, Historical: 2018 to 2019 H1
  8. Cloud AI Chipset Revenue and Market Share by Vendor Type, World Markets, Historical: 2018 to 2019 H1
  9. Edge AI Chipset Revenue and Market Share by Vendor, World Markets, Historical: 2018 to 2019 H1
  10. Edge AI Chipset Revenue and Market Share by Vendor Type, World Markets, Historical: 2018 to 2019 H1
  11. Total Annual Revenue from AI Chipset Sales by AI Inference and Training, World Markets, Forecast: 2017 to 2024
  12. Total Annual Revenue from Cloud AI Inference Chipset Sales, World Markets, Forecast: 2017 to 2024
  13. Cloud AI Inference Chipset Revenue and Market Share by Vendor, World Markets, Historical: 2018 to 2019 H1
  14. Cloud AI Inference Chipset Revenue and Market Share by Vendor Type, World Markets, Forecast: 2017 to 2024
  15. Total Annual Revenue from Cloud AI Training Chipset Sales, World Markets, Historical: 2018 to 2019 H1
  16. Cloud AI Training Chipset Revenue and Market Share by Vendor, World Markets, Historical: 2018 to 2019 H1
  17. Cloud AI Training Chipset Revenue and Market Share by Vendor Type, World Markets, Historical: 2018 to 2019 H1
  18. Total Annual Revenue from Edge AI Inference Chipset Sales, World Markets, Historical: 2018 to 2019 H1
  19. Edge AI Inference Chipset Revenue and Market Share by Vendor, World Markets, Forecast: 2017 to 2024
  20. Edge AI Inference Chipset Revenue and Market Share by Vendor Type, World Markets, Historical: 2018 to 2019 H1
  21. Total Annual Revenue from Edge AI Training Chipset Sales, World Markets, Historical: 2018 to 2019 H1
  22. Edge AI Training Chipset Revenue and Market Share by Vendor, World Markets, Historical: 2018 to 2019 H1
  23. Edge AI Training Chipset Revenue and Market Share by Vendor Type, World Markets, Historical: 2018 to 2019 H1
  24. Total Shipments and Installed Base of AI-Enabled Devices, World Markets, Forecast: 2017 to 2024
  25. Total Shipments and Installed Base of AI-Enabled Devices by Vertical, World Markets, Forecast: 2017 to 2024
  26. Total Shipments and Installed Base of AI-Enabled Devices by Major End Market, World Markets, Forecast: 2017 to 2024
  27. Total Shipments and Installed Base of Key AI Use Cases, World Markets, Forecast: 2017 to 2024
  28. Total Shipments of AI-Enabled Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  29. Total Shipments of Edge AI Gateways, World Markets, Forecast: 2017 to 2024
  30. Total Shipment of Edge AI On-Premise Servers, World Markets, Forecast: 2017 to 2024
  31. Total Shipments and Installed Base of AI-Enabled Devices by Implementation, World Markets, Forecast: 2017 to 2024
  32. Total Shipments and Revenue for Edge AI Inference Chipsets by Architecture, World Markets, Forecast: 2017 to 2024
  33. Total Shipments and Revenue for Edge AI Training Chipsets by Architecture, World Markets, Forecast: 2017 to 2024
  34. Total Annual Revenue from Cloud AI Services, World Markets, Forecast: 2017 to 2024
  35. Total Shipments and Installed Base of Devices Dependent on the Cloud for AI Inference and Training, World Markets, Forecast: 2017 to 2024
  36. Total Shipments and Revenue for Cloud AI Inference Chipsets by Architecture, World Markets, Forecast: 2017 to 2024
  37. Total Shipments and Revenue for Cloud AI Training Chipsets by Architecture, World Markets, Forecast: 2017 to 2024
  38. Total Shipments and Installed Base of AI-Enabled Mobile Devices, World Markets, Forecast: 2017 to 2024
  39. Total Shipments and Installed Base of AI-Enabled Mobile Devices by Use Case, World Markets, Forecast: 2017 to 2024
  40. Total Shipments of AI-Enabled Mobile Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  41. Total Shipments and Installed Base of AI-Enabled Mobile Devices by Implementation, World Markets, Forecast: 2017 to 2024
  42. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Mobile Devices by Architecture, World Markets, Forecast: 2017 to 2024
  43. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Mobile Devices by Architecture, World Markets, Forecast: 2017 to 2024
  44. Total Shipments and Installed Base of AI-Enabled Wearables, World Markets, Forecast: 2017 to 2024
  45. Total Shipments and Installed Base of AI-Enabled Wearables by Use Case, World Markets, Forecast: 2017 to 2024
  46. Total Shipments of AI-Enabled Wearables by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  47. Total Shipments and Installed Base of AI-Enabled Wearables by Implementation, World Markets, Forecast: 2017 to 2024
  48. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Wearables by Architecture, World Markets, Forecast: 2017 to 2024
  49. Total Shipments and Installed Base for Edge AI Training Chipsets inAI-Enabled Wearables by Architecture, World Markets, Forecast: 2017 to 2024
  50. Total Shipments and Installed Base of AI-Enabled Automotives, World Markets, Forecast: 2017 to 2024
  51. Total Shipments and Installed Base of AI-Enabled Automotives by Use Case, World Markets, Forecast: 2017 to 2024
  52. Total Shipments of AI-Enabled Automotives by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  53. Total Shipments and Installed Base of AI-Enabled Automotives by Implementation, World Markets, Forecast: 2017 to 2024
  54. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Automotive by Architecture, World Markets, Forecast: 2017 to 2024
  55. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Automotive by Architecture, World Markets, Forecast: 2017 to 2024
  56. Total Shipments and Installed Base of AI-Enabled Smart Home Devices, World Markets, Forecast: 2017 to 2024
  57. Total Shipments and Installed Base of AI-Enabled Smart Home Devices by Use Case, World Markets, Forecast: 2017 to 2024
  58. Total Shipments of AI-Enabled Smart Home Devicess by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  59. Total Shipments and Installed Base of AI-Enabled Smart Home Devices by Implementation, World Markets, Forecast: 2017 to 2024
  60. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Smart Home Device by Architecture, World Markets, Forecast: 2017 to 2024
  61. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Smart Home Device by Architecture, World Markets, Forecast: 2017 to 2024
  62. Total Shipments and Installed Base of AI-Enabled Gaming Consoles, World Markets, Forecast: 2017 to 2024
  63. Total Shipments and Installed Base of AI-Enabled Gaming Consoles by Use Case, World Markets, Forecast: 2017 to 2024
  64. Total Shipments of AI-Enabled Gaming Consoles by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  65. Total Shipments and Installed Base of AI-Enabled Gaming Consoles by Implementation, World Markets, Forecast: 2017 to 2024
  66. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Gaming Console by Architecture, World Markets, Forecast: 2017 to 2024
  67. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Gaming Consoles by Architecture, World Markets, Forecast: 2017 to 2024
  68. Total Shipments and Installed Base of AI-Enabled Robots, World Markets, Forecast: 2017 to 2024
  69. Total Shipments and Installed Base of AI-Enabled Robots by Use Case, World Markets, Forecast: 2017 to 2024
  70. Total Shipments of AI-Enabled Robots by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  71. Total Shipments and Installed Base of AI-Enabled Robots by Implementation, World Markets, Forecast: 2017 to 2024
  72. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Robot by Architecture, World Markets, Forecast: 2017 to 2024
  73. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Robot by Architecture, World Markets, Forecast: 2017 to 2024
  74. Total Shipments and Installed Base of AI-Enabled sUAVs, World Markets, Forecast: 2017 to 2024
  75. Total Shipments and Installed Base of AI-Enabled sUAVs by Use Case, World Markets, Forecast: 2017 to 2024
  76. Total Shipments of AI-Enabled sUAVs by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  77. Total Shipments and Installed Base of AI-Enabled sUAVs by Implementation, World Markets, Forecast: 2017 to 2024
  78. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled sUAV by Architecture, World Markets, Forecast: 2017 to 2024
  79. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled sUAV by Architecture, World Markets, Forecast: 2017 to 2024
  80. Total Shipments and Installed Base of AI-Enabled XR Devices, World Markets, Forecast: 2017 to 2024
  81. Total Shipments and Installed Base of AI-Enabled XR Devices by Use Case, World Markets, Forecast: 2017 to 2024
  82. Total Shipments of AI-Enabled XR Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  83. Total Shipments and Installed Base of AI-Enabled XR Devices by Implementation, World Markets, Forecast: 2017 to 2024
  84. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled XR Devices by Architecture, World Markets, Forecast: 2017 to 2024
  85. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled XR Devices by Architecture, World Markets, Forecast: 2017 to 2024
  86. Total Shipments and Installed Base of AI-Enabled Industrial Devices, World Markets, Forecast: 2017 to 2024
  87. Total Shipments and Installed Base of AI-Enabled Industrial Devices by Use Case, World Markets, Forecast: 2017 to 2024
  88. Total Shipments of AI-Enabled Industrial Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  89. Total Shipments and Installed Base of AI-Enabled Industrial Devices by Implementation, World Markets, Forecast: 2017 to 2024
  90. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Industrial Devices by Architecture, World Markets, Forecast: 2017 to 2024
  91. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Industrial Devices by Architecture, World Markets, Forecast: 2017 to 2024
  92. Total Shipments and Installed Base of AI-Enabled Smart Building Devices, World Markets, Forecast: 2017 to 2024
  93. Total Shipments and Installed Base of AI-Enabled Smart Building Devices by Use Case, World Markets, Forecast: 2017 to 2024
  94. Total Shipments of AI-Enabled Smart Building Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  95. Total Shipments and Installed Base of AI-Enabled Smart Building Devices by Implementation, World Markets, Forecast: 2017 to 2024
  96. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Smart Building Devices by Architecture, World Markets, Forecast: 2017 to 2024
  97. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Smart Building Devices by Architecture, World Markets, Forecast: 2017 to 2024
  98. Total Shipments and Installed Base of AI-Enabled Financial Terminals, World Markets, Forecast: 2017 to 2024
  99. Total Shipments and Installed Base of AI-Enabled Financial Terminals by Use Case, World Markets, Forecast: 2017 to 2024
  100. Total Shipments of AI-Enabled Financial Terminals by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  101. Total Shipments and Installed Base of AI-Enabled Financial Terminals by Implementation, World Markets, Forecast: 2017 to 2024
  102. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Financial Terminals by Architecture, World Markets, Forecast: 2017 to 2024
  103. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Financial Terminals by Architecture, World Markets, Forecast: 2017 to 2024
  104. Total Shipments and Installed Base of AI-Enabled Smart Retail Devices, World Markets, Forecast: 2017 to 2024
  105. Total Shipments and Installed Base of AI-Enabled Smart Retail Devices by Use Case, World Markets, Forecast: 2017 to 2024
  106. Total Shipments of AI-Enabled Smart Retail Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  107. Total Shipments and Installed Base of AI-Enabled Smart Retail Devices by Implementation, World Markets, Forecast: 2017 to 2024
  108. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Smart Retail Devices by Architecture, World Markets, Forecast: 2017 to 2024
  109. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Smart Retail Devicea by Architecture, World Markets, Forecast: 2017 to 2024
  110. Total Shipments and Installed Base of AI-Enabled Healthcare Devices, World Markets, Forecast: 2017 to 2024
  111. Total Shipments and Installed Base of AI-Enabled Healthcare Devices by Use Case, World Markets, Forecast: 2017 to 2024
  112. Total Shipments of AI-Enabled Healthcare Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  113. Total Shipments and Installed Base of AI-Enabled Healthcare Devices by Implementation, World Markets, Forecast: 2017 to 2024
  114. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Healthcare Devices by Architecture, World Markets, Forecast: 2017 to 2024
  115. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Healthcare Devices by Architecture, World Markets, Forecast: 2017 to 2024
  116. Total Shipments and Installed Base of AI-Enabled Smart Transportation Devices, World Markets, Forecast: 2017 to 2024
  117. Total Shipments and Installed Base of AI-Enabled Smart Transportation Devices by Use Case, World Markets, Forecast: 2017 to 2024
  118. Total Shipments of AI-Enabled Smart Transportation Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  119. Total Shipments and Installed Base of AI-Enabled Smart Transportation Devices by Implementation, World Markets, Forecast: 2017 to 2024
  120. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Smart Transportation Devices by Architecture, World Markets, Forecast: 2017 to 2024
  121. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Smart Transportation Devices by Architecture, World Markets, Forecast: 2017 to 2024
  122. Total Shipments and Installed Base of AI-Enabled Wireless Network Infrastructure, World Markets, Forecast: 2017 to 2024
  123. Total Shipments and Installed Base of AI-Enabled Wireless Network Infrastructure by Use Case, World Markets, Forecast: 2017 to 2024
  124. Total Shipments of AI-Enabled Wireless Network Infrastructure by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  125. Total Shipments and Installed Base of AI-Enabled Wireless Network Infrastructure by Implementation, World Markets, Forecast: 2017 to 2024
  126. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Wireless Network Infrastructure by Architecture, World Markets, Forecast: 2017 to 2024
  127. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Wireless Network Infrastructure by Architecture, World Markets, Forecast: 2017 to 2024
  128. Total Shipments and Installed Base of AI-Enabled Oil and Gas Devices, World Markets, Forecast: 2017 to 2024
  129. Total Shipments and Installed Base of AI-Enabled Oil and Gas Devices by Use Case, World Markets, Forecast: 2017 to 2024
  130. Total Shipments of AI-Enabled Oil and Gas Devices by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  131. Total Shipments and Installed Base of AI-Enabled Oil and Gas Devices by Implementation, World Markets, Forecast: 2017 to 2024
  132. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Oil and Gas Devices by Architecture, World Markets, Forecast: 2017 to 2024
  133. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Oil and Gas Devices by Architecture, World Markets, Forecast: 2017 to 2024
  134. Total Shipments and Installed Base of AI-Enabled Camera Systems with Edge AI, World Markets, Forecast: 2017 to 2024
  135. Total Shipments and Installed Base of AI-Enabled Camera Systems by Use Case, World Markets, Forecast: 2017 to 2024
  136. Total Shipments of AI-Enabled Camera Systems by Location of Inference and Training, World Markets, Forecast: 2017 to 2024
  137. Total Shipments and Installed Base of AI-Enabled Camera Systems by Implementation, World Markets, Forecast: 2017 to 2024
  138. Total Shipments and Installed Base for Edge AI Inference Chipsets in AI-Enabled Camera Systems by Architecture, World Markets, Forecast: 2017 to 2024
  139. Total Shipments and Installed Base for Edge AI Training Chipsets in AI-Enabled Camera Systems by Architecture, World Markets, Forecast: 2017 to 2024