Artificial Intelligence and Machine Learning

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.

Charts

Total Annual Revenue from AI Chipset Sales
Total Annual Revenue from AI Chipset Sales by AI Inference and Training
Total Annual Revenue from Cloud AI Inference Chipset Sales
Total Annual Revenue from Cloud AI Training Chipset Sales
Total Annual Revenue from Edge AI Inference Chipset Sales
Total Annual Revenue from Edge AI Training Chipset Sales
Total Installed Base of Devices with AI
Total Installed Base of AI-Enabled Devices by Vertical
Total Installed Base of AI-Enabled Devices by Major End Market
Total Installed Base of Key AI Use Cases
Percentage of AI-Enabled Devices by Location of Inference
Percentage of AI-Enabled Devices by Location of Training
Total Shipments of Edge AI Gateways
Total Shipments of Edge AI On-Premise Servers
Total Installed Base of AI-Enabled Devices by Implementation
Total Shipments for Edge AI Inference Chipsets by Architecture
Total Revenue for Edge AI Inference Chipsets by Architecture
Total Shipments for Edge AI Training Chipsets by Architecture
Total Revenue for Edge AI Training Chipsets by Architecture
Total Annual Revenue from Cloud AI Services
Total Installed Base of Devices Dependent on the Cloud for AI Inference and Training
Total Shipments for Cloud AI Inference Chipsets by Architecture
Total Revenue for Cloud AI Inference Chipsets by Architecture
Total Shipments for Cloud AI Training Chipsets by Architecture
Total Revenue for Cloud AI Training Chipsets by Architecture
Total Installed Base of AI-Enabled Mobile Devices
Total Installed Base of AI-Enabled Mobile Devices by Use Case
Percentage of AI-Enabled Mobile Devices by Location of Inference
Percentage of AI-Enabled Mobile Devices by Location of Training
Total Installed Base of AI-Enabled Mobile Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Mobile Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Mobile Devices by Architecture
Total Installed Base of AI-Enabled Wearables
Total Installed Base of AI-Enabled Wearables by Use Case
Percentage of AI-Enabled Wearables by Location of Inference
Percentage of AI-Enabled Wearables by Location of Training
Total Installed Base of AI-Enabled Wearables by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Wearables by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Wearables by Architecture
Total Installed Base of AI-Enabled Automotives
Total Installed Base of AI-Enabled Automotives by Use Case
Percentage of AI-Enabled Automotives by Location of Inference
Percentage of AI-Enabled Automotives by Location of Training
Total Installed Base of AI-Enabled Automotives by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Automotives by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Automotives by Architecture
Total Installed Base of AI-Enabled Smart Home Devices
Total Installed Base of AI-Enabled Smart Home Devices by Use Case
Percentage of AI-Enabled Smart Home Devices by Location of Inference
Percentage of AI-Enabled Smart Home Devices by Location of Training
Total Installed Base of AI-Enabled Smart Home Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Smart Home Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Smart Home Devices by Architecture
Total Installed Base of AI-Enabled Gaming Consoles
Total Installed Base of AI-Enabled Gaming Consoles by Use Case
Percentage of AI-Enabled Gaming Consoles by Location of Inference
Percentage of AI-Enabled Gaming Consoles by Location of Training
Total Installed Base of AI-Enabled Gaming Consoles by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Gaming Consoles by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Gaming Consoles by Architecture
Total Installed Base of AI-Enabled Robots
Total Installed Base of AI-Enabled Robots by Use Case
Percentage of AI-Enabled Robots by Location of Inference
Percentage of AI-Enabled Robots by Location of Training
Total Installed Base of AI-Enabled Robots by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Robots by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Robots by Architecture
Total Installed Base of AI-Enabled sUAVs
Total Installed Base of AI-Enabled sUAVs by Use Case
Percentage of AI-Enabled sUAVs by Location of Inference
Percentage of AI-Enabled sUAVs by Location of Training
Total Installed Base of AI-Enabled sUAVs by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled sUAVs by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled sUAVs by Architecture
Total Installed Base of AI-Enabled XR Devices
Total Installed Base of AI-Enabled XR Devices by Use Case
Percentage of AI-Enabled XR Devices by Location of Inference
Percentage of AI-Enabled XR Devices by Location of Training
Total Installed Base of AI-Enabled XR Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled XR Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled XR Devices by Architecture
Total Installed Base of AI-Enabled Industrial Devices
Total Installed Base of AI-Enabled Industrial Devices by Use Case
Percentage of AI-Enabled Industrial Devices by Location of Inference
Percentage of AI-Enabled Industrial Devices by Location of Training
Total Installed Base of AI-Enabled Industrial Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Industrial Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Industrial Devices by Architecture
Total Installed Base of AI-Enabled Smart Building Devices
Total Installed Base of AI-Enabled Smart Building Devices by Use Case
Percentage of AI-Enabled Smart Building Devices by Location of Inference
Percentage of AI-Enabled Smart Building Devices by Location of Training
Total Installed Base of AI-Enabled Smart Building Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Smart Building Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Smart Building Devices by Architecture
Total Installed Base of AI-Enabled Financial Terminals
Total Installed Base of AI-Enabled Financial Terminals by Use Case
Percentage of AI-Enabled Financial Terminals by Location of Inference
Percentage of AI-Enabled Financial Terminals by Location of Training
Total Installed Base of AI-Enabled Financial Terminals by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Financial Terminals by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Financial Terminals by Architecture
Total Installed Base of AI-Enabled Smart Retail Devices
Total Installed Base of AI-Enabled Smart Retail Devices by Use Case
Percentage of AI-Enabled Smart Retail Devices by Location of Inference
Percentage of AI-Enabled Smart Retail Devices by Location of Training
Total Installed Base of Smart Retail Devices with Edge AI by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Smart Retail Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Smart Retail Devices by Architecture
Total Installed Base of AI-Enabled Healthcare Devices
Total Installed Base of AI-Enabled Healthcare Devices by Use Case
Percentage of AI-Enabled Healthcare Devices by Location of Inference
Percentage of AI-Enabled Healthcare Devices by Location of Training
Total Installed Base of AI-Enabled Healthcare Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Healthcare Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Healthcare Devices by Architecture
Total Installed Base of AI-Enabled Smart Transportation Devices
Total Installed Base of AI-Enabled Smart Transportation Devices by Use Case
Percentage of AI-Enabled Smart Transportation Devices by Location of Inference
Percentage of AI-Enabled Smart Transportation Devices by Location of Training
Total Installed Base of AI-Enabled Smart Transportation Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Smart Transportation Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Smart Transportation Devices by Architecture
Total Installed Base of AI-Enabled Wireless Network Infrastructure
Total Installed Base of AI-Enabled Wireless Network Infrastructure by Use Case
Percentage of AI-Enabled Wireless Network Infrastructure by Location of Inference
Percentage of AI-Enabled Wireless Network Infrastructure by Location of Training
Total Installed Base of AI-Enabled Wireless Network Infrastructure by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Wireless Network Infrastructure by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Wireless Network Infrastructure by Architecture
Total Installed Base of AI-Enabled Oil and Gas Devices
Total Installed Base ofAI-Enabled Oil and Gas Devices by Use Case
Percentage of AI-Enabled Oil and Gas Devices by Location of Inference
Percentage of AI-Enabled Oil and Gas Devices by Location of Training
Total Installed Base of AI-Enabled Oil and Gas Devices by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Oil and Gas Devices by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Oil and Gas Devices by Architecture
Total Installed Base of AI-Enabled Camera Systems
Total Installed Base of AI-Enabled Camera Systems by Use Case
Percentage of AI-Enabled Camera Systems by Location of Inference
Percentage of AI-Enabled Camera Systems by Location of Training
Total Installed Base of AI-Enabled Camera Systems by Implementation
Total Shipments for Edge AI Inference Chipsets in AI-Enabled Camera Systems by Architecture
Total Shipments for Edge AI Training Chipsets in AI-Enabled Camera Systems by Architecture