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Free Research

Artificial Intelligence and Machine Learning

Price: Starting at USD 7,500
Publish Date: 29 Sep 2025
Code: MD-AIML-113
Research Type: Market Data
Actionable Benefits

Actionable Benefits

  • Identify growth opportunities and formulate the right messaging and strategies for Artificial Intelligence (AI) solutions in specific verticals.
  • Educate internal and external stakeholders about the impact of AI on chipset shipments and revenue across the compute continuum, from far edge to cloud.
  • Evaluate strategy based on the relative growth of chipset architectures.
Research Highlights

Research Highlights

  • Detailed coverage of devices, gateways, and on-premises servers by region, architecture, vertical, workload, and use case.
  • Shipments of devices with edge AI chipsets by 17 verticals and 4 regions.
  • Evolution of AI chipset architecture in the cloud and at the edge.
Critical Questions Answered

Critical Questions Answered

  • How will AI hardware be adopted in edge devices, gateways, and servers until 2031?
  • How will the cloud and edge AI market evolve over time, both globally and regionally?
  • How will edge AI be implemented across different verticals?
  • Which chipset architecture will dominate AI by 2031?
Who Should Read This?

Who Should Read This?

  • Product strategists at AI chipset vendors.
  • AI solution providers looking to understand short-term and long-term vertical-specific opportunities.
  • Investors gauging the potential for growth in the markets covered.
  • Sales and marketing leaders in diverse markets affected by AI.

Tables

  1. Definitions for Major Forecasting Categories, Devices, Gateways, and Servers with AI Chipsets
  2. Definitions and Data Sources, Devices, Gateways, and Servers with AI Chipsets
  3. Definitions for Use Cases and Applications, Devices, Gateways, and Servers with AI Chipsets
  4. Total Shipments and Installed Base for TinyML Devices by Vertical, World Markets: 2024 to 2031
  5. Total Shipments and Installed Base for Edge AI Inference Chipsets in TinyML Devices by Use Case, World Markets: 2024 to 2031
  6. Total Shipments and Revenue for Edge AI Inference Chipsets in TinyML Devices by Region, World Markets: 2024 to 2031
  7. Total Shipments and Revenue for Edge AI Inference Chipsets in TinyML Devices by Architecture, World Markets: 2024 to 2031
  8. Total Shipments and Installed Base for On-Device AI by Vertical, World Markets: 2024 to 2031
  9. Total Shipments and Breakdown of On-Device AI by AI Workload, World Markets: 2024 to 2031
  10. Total Shipments and Installed Base for Edge AI Inference and Training Chipsets in On-Device AI by Use Case, World Markets: 2024 to 2031
  11. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in On-Device AI by Region, World Markets: 2024 to 2031
  12. Total Shipments and Revenue for Edge AI Inference Chipsets in On-Device AI by Architecture, World Markets: 2024 to 2031
  13. Total Shipments and Revenue for Edge AI Training Chipsets in On-Device AI by Architecture, World Markets: 2024 to 2031
  14. Total Shipments and Installed Base for Edge AI Gateways by Vertical, World Markets: 2024 to 2031
  15. Total Shipments and Breakdown of Edge AI Gateways by AI Workload, World Markets: 2024 to 2031
  16. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Edge AI Gateways by Region, World Markets: 2024 to 2031
  17. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways by Architecture, World Markets: 2024 to 2031
  18. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways by Architecture, World Markets: 2024 to 2031
  19. Total Shipments and Installed Base for On-Premises and Edge Cloud AI Servers by Vertical, World Markets: 2024 to 2031
  20. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers by AI Workload, World Markets: 2024 to 2031
  21. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in On-Premises and Edge Cloud AI Servers by Region, World Markets: 2024 to 2031
  22. Total Shipments and Revenue for Edge AI Inference Chipsets in On-Premises and Edge Cloud AI Servers by Architecture, World Markets: 2024 to 2031
  23. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers by Architecture, World Markets: 2024 to 2031
  24. Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  25. Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  26. Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  27. Total Shipments and Revenue for TinyML Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  28. Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  29. Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  30. Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  31. Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  32. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Agriculture Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  33. Total Shipments and Revenue for Edge AI Inference Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  34. Total Shipments and Revenue for Edge AI Training Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  35. Total Shipments and Breakdown of Edge AI Gateways in Agriculture by AI Workload, World Markets: 2024 to 2031
  36. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Agriculture by Region, World Markets: 2024 to 2031
  37. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Agriculture by Architecture, World Markets: 2024 to 2031
  38. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Agriculture by Architecture, World Markets: 2024 to 2031
  39. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Agriculture by AI Workload, World Markets: 2024 to 2031
  40. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Region, World Markets: 2024 to 2031
  41. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Architecture, World Markets: 2024 to 2031
  42. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Architecture, World Markets: 2024 to 2031
  43. Total Shipments and Installed Base for TinyML Devices in Automotive with Edge AI Chipsets, World Markets: 2024 to 2031
  44. Total Shipments and Installed Base for TinyML Devices in Automotive with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  45. Total Shipments and Revenue for TinyML Chipsets in Automotive with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  46. Total Shipments and Revenue for TinyML Chipsets in Automotive with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  47. Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets, World Markets: 2024 to 2031
  48. Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  49. Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  50. Total Shipments and Breakdown of On-Device AI in Automotive with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  51. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Automotive with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  52. Total Shipments and Revenue for Edge AI Inference Chipsets in Automotive with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  53. Total Shipments and Revenue for Edge AI Training Chipsets in Automotive with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  54. Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  55. Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  56. Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  57. Total Shipments and Breakdown of On-Device AI in Banking and Finance Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  58. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Banking and Finance Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  59. Total Shipments and Revenue for Edge AI Inference Chipsets in Banking and Finance Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  60. Total Shipments and Revenue for Edge AI Training Chipsets in Banking and Finance Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  61. Total Shipments and Breakdown of Edge AI Gateways in Banking and Finance by AI Workload, World Markets: 2024 to 2031
  62. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Banking and Finance by Region, World Markets: 2024 to 2031
  63. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Banking and Finance by Architecture, World Markets: 2024 to 2031
  64. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Banking and Finance by Architecture, World Markets: 2024 to 2031
  65. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Banking and Finance by AI Workload, World Markets: 2024 to 2031
  66. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Region, World Markets: 2024 to 2031
  67. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Architecture, World Markets: 2024 to 2031
  68. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Architecture, World Markets: 2024 to 2031
  69. Total Shipments and Installed Base for TinyML Devices in Cellular Network Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  70. Total Shipments and Installed Base for TinyML Devices in Cellular Network Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  71. Total Shipments and Revenue for TinyML Chipsets in Cellular Network Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  72. Total Shipments and Revenue for TinyML Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  73. Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  74. Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  75. Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  76. Total Shipments and Breakdown of On-Device AI in Cellular Network Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  77. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Cellular Network Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  78. Total Shipments and Revenue for Edge AI Inference Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  79. Total Shipments and Revenue for Edge AI Training Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  80. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Cellular Networks by AI Workload, World Markets: 2024 to 2031
  81. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Region, World Markets: 2024 to 2031
  82. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Architecture, World Markets: 2024 to 2031
  83. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Architecture, World Markets: 2024 to 2031
  84. Total Shipments and Installed Base for TinyML Devices in Healthcare Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  85. Total Shipments and Installed Base for TinyML Devices in Healthcare Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  86. Total Shipments and Revenue for TinyML Chipsets in Healthcare Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  87. Total Shipments and Revenue for TinyML Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  88. Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  89. Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  90. Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  91. Total Shipments and Breakdown of On-Device AI in Healthcare Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  92. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Healthcare Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  93. Total Shipments and Revenue for Edge AI Inference Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  94. Total Shipments and Revenue for Edge AI Training Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  95. Total Shipments and Breakdown of Edge AI Gateways in Healthcare by AI Workload, World Markets: 2024 to 2031
  96. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Healthcare by Region, World Markets: 2024 to 2031
  97. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Healthcare by Architecture, World Markets: 2024 to 2031
  98. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Healthcare by Architecture, World Markets: 2024 to 2031
  99. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Healthcare by AI Workload, World Markets: 2024 to 2031
  100. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Region, World Markets: 2024 to 2031
  101. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Architecture, World Markets: 2024 to 2031
  102. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Architecture, World Markets: 2024 to 2031
  103. Total Shipments and Installed Base for TinyML Devices in Manufacturing Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  104. Total Shipments and Installed Base for TinyML Devices in Manufacturing Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  105. Total Shipments and Revenue for TinyML Chipsets in Manufacturing Devices by Region, World Markets: 2024 to 2031
  106. Total Shipments and Revenue for TinyML Chipsets in Manufacturing Devices by Architecture, World Markets: 2024 to 2031
  107. Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  108. Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  109. Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  110. Total Shipments and Breakdown of On-Device AI in Manufacturing Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  111. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Manufacturing Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  112. Total Shipments and Revenue for Edge AI Inference Chipsets in Manufacturing Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  113. Total Shipments and Revenue for Edge AI Training Chipsets in Manufacturing Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  114. Total Shipments and Breakdown of Edge AI Gateways in Manufacturing by AI Workload, World Markets: 2024 to 2031
  115. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Manufacturing by Region, World Markets: 2024 to 2031
  116. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Manufacturing by Architecture, World Markets: 2024 to 2031
  117. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Manufacturing by Architecture, World Markets: 2024 to 2031
  118. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Manufacturing by AI Workload, World Markets: 2024 to 2031
  119. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Region, World Markets: 2024 to 2031
  120. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Architecture, World Markets: 2024 to 2031
  121. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Architecture, World Markets: 2024 to 2031
  122. Total Shipments and Installed Base for TinyML Devices in Personal and Work Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  123. Total Shipments and Installed Base for TinyML Devices in Personal and Work Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  124. Total Shipments and Revenue for TinyML Chipsets in Personal and Work Devices by Region, World Markets: 2024 to 2031
  125. Total Shipments and Revenue for TinyML Chipsets in Personal and Work Devices by Architecture, World Markets: 2024 to 2031
  126. Total Shipments and Installed Base for On-Device AI in Personal and Work Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  127. Total Shipments and Installed Base for On-Device AI in Personal and Work Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  128. Total Shipments and Breakdown of On-Device AI in Personal and Work Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  129. Total Shipments and Breakdown of On-Device AI in Personal and Work Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  130. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Personal and Work Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  131. Total Shipments and Revenue for Edge AI Inference Chipsets in Personal and Work Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  132. Total Shipments and Revenue for Edge AI Training Chipsets in Personal and Work Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  133. Total Shipments and Installed Base for TinyML Devices in Retail Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  134. Total Shipments and Installed Base for TinyML Devices in Retail Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  135. Total Shipments and Revenue for TinyML Chipsets in Retail Devices by Region, World Markets: 2024 to 2031
  136. Total Shipments and Revenue for TinyML Chipsets in Retail Devices by Architecture, World Markets: 2024 to 2031
  137. Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  138. Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  139. Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  140. Total Shipments and Breakdown of On-Device AI in Retail Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  141. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Retail Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  142. Total Shipments and Revenue for Edge AI Inference Chipsets in Retail Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  143. Total Shipments and Revenue for Edge AI Training Chipsets in Retail Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  144. Total Shipments and Breakdown of Edge AI Gateways in Retail by AI Workload, World Markets: 2024 to 2031
  145. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Retail by Region, World Markets: 2024 to 2031
  146. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Retail by Architecture, World Markets: 2024 to 2031
  147. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Retail by Architecture, World Markets: 2024 to 2031
  148. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Retail by AI Workload, World Markets: 2024 to 2031
  149. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Region, World Markets: 2024 to 2031
  150. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Architecture, World Markets: 2024 to 2031
  151. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Architecture, World Markets: 2024 to 2031
  152. Total Shipments and Installed Base for TinyML Devices in Robots with Edge AI Chipsets, World Markets: 2024 to 2031
  153. Total Shipments and Installed Base for TinyML Devices in Robots with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  154. Total Shipments and Revenue for TinyML Chipsets in Robots by Region, World Markets: 2024 to 2031
  155. Total Shipments and Revenue for TinyML Chipsets in Robots by Architecture, World Markets: 2024 to 2031
  156. Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets, World Markets: 2024 to 2031
  157. Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  158. Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  159. Total Shipments and Breakdown of On-Device AI in Robots with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  160. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Robots with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  161. Total Shipments and Revenue for Edge AI Inference Chipsets in Robots with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  162. Total Shipments and Revenue for Edge AI Training Chipsets in Robots with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  163. Total Shipments and Installed Base for TinyML Devices in sUAS with Edge AI Chipsets, World Markets: 2024 to 2031
  164. Total Shipments and Installed Base for TinyML Devices in sUAS with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  165. Total Shipments and Revenue for TinyML Chipsets in sUAS by Region, World Markets: 2024 to 2031
  166. Total Shipments and Revenue for TinyML Chipsets in sUAS by Architecture, World Markets: 2024 to 2031
  167. Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets, World Markets: 2024 to 2031
  168. Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  169. Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  170. Total Shipments and Breakdown of On-Device AI in sUAS with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  171. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in sUAS with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  172. Total Shipments and Revenue for Edge AI Inference Chipsets in sUAS with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  173. Total Shipments and Revenue for Edge AI Training Chipsets in sUAS with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  174. Total Shipments and Installed Base for TinyML Devices in Smart Building Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  175. Total Shipments and Installed Base for TinyML Devices in Smart Building Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  176. Total Shipments and Revenue for TinyML Chipsets in Smart Building Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  177. Total Shipments and Revenue for TinyML Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  178. Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  179. Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  180. Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  181. Total Shipments and Breakdown of On-Device AI in Smart Building Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  182. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart Building Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  183. Total Shipments and Revenue for Edge AI Inference Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  184. Total Shipments and Revenue for Edge AI Training Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  185. Total Shipments and Breakdown of Edge AI Gateways in Smart Buildings by AI Workload, World Markets: 2024 to 2031
  186. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart Buildings by Region, World Markets: 2024 to 2031
  187. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart Buildings by Architecture, World Markets: 2024 to 2031
  188. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart Buildings by Architecture, World Markets: 2024 to 2031
  189. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Smart Buildings by AI Workload, World Markets: 2024 to 2031
  190. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Region, World Markets: 2024 to 2031
  191. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Architecture, World Markets: 2024 to 2031
  192. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Architecture, World Markets: 2024 to 2031
  193. Total Shipments and Installed Base for TinyML Devices in Smart City Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  194. Total Shipments and Installed Base for TinyML Devices in Smart City Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  195. Total Shipments and Revenue for TinyML Chipsets in Smart City Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  196. Total Shipments and Revenue for TinyML Chipsets in Smart City Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  197. Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  198. Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  199. Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  200. Total Shipments and Breakdown of On-Device AI in Smart City Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  201. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart City Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  202. Total Shipments and Revenue for Edge AI Inference Chipsets in Smart City Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  203. Total Shipments and Revenue for Edge AI Training Chipsets in Smart City Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  204. Total Shipments and Breakdown of Edge AI Gateways in Smart City by AI Workload, World Markets: 2024 to 2031
  205. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart City by Region, World Markets: 2024 to 2031
  206. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart City by Architecture, World Markets: 2024 to 2031
  207. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart City by Architecture, World Markets: 2024 to 2031
  208. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Smart City by AI Workload, World Markets: 2024 to 2031
  209. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Region, World Markets: 2024 to 2031
  210. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Architecture, World Markets: 2024 to 2031
  211. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Architecture, World Markets: 2024 to 2031
  212. Total Shipments and Installed Base for TinyML Devices in Smart Home Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  213. Total Shipments and Installed Base for TinyML Devices in Smart Home Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  214. Total Shipments and Revenue for TinyML Chipsets in Smart Home Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  215. Total Shipments and Revenue for TinyML Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  216. Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  217. Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  218. Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  219. Total Shipments and Breakdown of On-Device AI in Smart Home Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  220. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart Home Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  221. Total Shipments and Revenue for Edge AI Inference Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  222. Total Shipments and Revenue for Edge AI Training Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  223. Total Shipments and Breakdown of Edge AI Gateways in Smart Home by AI Workload, World Markets: 2024 to 2031
  224. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart Home by Region, World Markets: 2024 to 2031
  225. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart Home by Architecture, World Markets: 2024 to 2031
  226. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart Home by Architecture, World Markets: 2024 to 2031
  227. Total Shipments and Installed Base for TinyML Devices in Transport & Logistics Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  228. Total Shipments and Installed Base for TinyML Devices in Transport & Logistics Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  229. Total Shipments and Revenue for TinyML Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  230. Total Shipments and Revenue for TinyML Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  231. Total Shipments and Installed Base for On-Device AI in Transport & Logistics Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  232. Total Shipments and Installed Base for On-Device AI in Transport & Logistics Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  233. Total Shipments and Installed Base for On-Device AI in Transport & Logistics Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  234. Total Shipments and Breakdown of On-Device AI in Transport & Logistics Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  235. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  236. Total Shipments and Revenue for Edge AI Inference Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  237. Total Shipments and Revenue for Edge AI Training Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  238. Total Shipments and Breakdown of Edge AI Gateways in Transport & Logistics by AI Workload, World Markets: 2024 to 2031
  239. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Transport & Logistics by Region, World Markets: 2024 to 2031
  240. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Transport & Logistics by Architecture, World Markets: 2024 to 2031
  241. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Transport & Logistics by Architecture, World Markets: 2024 to 2031
  242. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Transport & Logistics by AI Workload, World Markets: 2024 to 2031
  243. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Transport & Logistics by Region, World Markets: 2024 to 2031
  244. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Transport & Logistics by Architecture, World Markets: 2024 to 2031
  245. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Transport & Logistics by Architecture, World Markets: 2024 to 2031
  246. Total Shipments and Installed Base for TinyML Devices in Utilities Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  247. Total Shipments and Installed Base for TinyML Devices in Utilities Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  248. Total Shipments and Revenue for TinyML Chipsets in Utilities Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  249. Total Shipments and Revenue for TinyML Chipsets in Utilities Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  250. Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  251. Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  252. Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  253. Total Shipments and Breakdown of On-Device AI in Utilities Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  254. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Utilities Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  255. Total Shipments and Revenue for Edge AI Inference Chipsets in Utilities Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  256. Total Shipments and Revenue for Edge AI Training Chipsets in Utilities Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  257. Total Shipments and Breakdown of Edge AI Gateways in Utilities by AI Workload, World Markets: 2024 to 2031
  258. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Utilities by Region, World Markets: 2024 to 2031
  259. Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Utilities by Architecture, World Markets: 2024 to 2031
  260. Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Utilities by Architecture, World Markets: 2024 to 2031
  261. Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Utilities by AI Workload, World Markets: 2024 to 2031
  262. Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Region, World Markets: 2024 to 2031
  263. Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Architecture, World Markets: 2024 to 2031
  264. Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Architecture, World Markets: 2024 to 2031
  265. Total Shipments and Installed Base for TinyML Devices in Wearable Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  266. Total Shipments and Installed Base for TinyML Devices in Wearable Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  267. Total Shipments and Revenue for TinyML Chipsets in Wearable Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  268. Total Shipments and Revenue for TinyML Chipsets in Wearable Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  269. Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  270. Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  271. Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  272. Total Shipments and Breakdown of On-Device AI in Wearable Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  273. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Wearable Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  274. Total Shipments and Revenue for Edge AI Inference Chipsets in Wearable Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  275. Total Shipments and Revenue for Edge AI Training Chipsets in Wearable Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  276. Total Shipments and Installed Base for TinyML Devices in XR Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  277. Total Shipments and Installed Base for TinyML Devices in XR Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  278. Total Shipments and Revenue for TinyML Chipsets in XR Devices by Region, World Markets: 2024 to 2031
  279. Total Shipments and Revenue for TinyML Chipsets in XR Devices by Architecture, World Markets: 2024 to 2031
  280. Total Shipments and Installed Base for On-Device AI in XR Devices with Edge AI Chipsets, World Markets: 2024 to 2031
  281. Total Shipments and Installed Base for On-Device AI in XR Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
  282. Total Shipments and Installed Base for On-Device AI in XR Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
  283. Total Shipments and Breakdown of On-Device AI in XR Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
  284. Total Shipments and Revenue for Edge AI Inference and Training Chipsets in XR Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
  285. Total Shipments and Revenue for Edge AI Inference Chipsets in XR Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  286. Total Shipments and Revenue for Edge AI Training Chipsets in XR Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
  287. Total Shipments and Revenue for Cloud AI Inference Chipsets by Architecture, World Markets: 2024 to 2031
  288. Total Shipments and Revenue for Cloud AI Training Chipsets by Architecture, World Markets: 2024 to 2031
  289. Total Annual Revenue from AI Chipset Sales, World Markets: 2024 to 2031