Market Analysis and Insights: Global Edge AI Processor Market

AI edge processing today is focused on moving the inference part of the AI workflow to the device, keeping data constrained to the device. There are several different reasons why AI processing is moving to the edge device, depending on the application. Privacy, security, cost, latency, and bandwidth all need to be considered when evaluating cloud versus edge processing. The impact of model compression techniques like Google’s Learn2Compress that enables squeezing large AI models into small hardware form factors is also contributing to the rise of AI edge processing. Federated learning and blockchain-based decentralized AI architectures are also part of the shift of AI processing to the edge with part of the training also likely to move to the edge. Depending on the AI application and device category, there are several hardware options for performing AI edge processing. These options include CPUs, GPUs, ASICs, FPGAs, and SoC accelerators.

The global Edge AI Processor market size is projected to reach US$ million by 2028, from US$ million in 2021, at a CAGR of % during 2022-2028.

Fully considering the economic change by this health crisis, Machine Learning accounting for % of the Edge AI Processor global market in 2021, is projected to value US$ million by 2028, growing at a revised % CAGR from 2022 to 2028. While Smart Home & City segment is altered to an % CAGR throughout this forecast period.

China Edge AI Processor market size is valued at US$ million in 2021, while the North America and Europe Edge AI Processor are US$ million and US$ million, severally. The proportion of the North America is % in 2021, while China and Europe are % and respectively, and it is predicted that China proportion will reach % in 2028, trailing a CAGR of % through the analysis period 2022-2028. Japan, South Korea, and Southeast Asia are noteworthy markets in Asia, with CAGR %, %, and % respectively for the next 6-year period. As for the Europe Edge AI Processor landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period 2022-2028.

With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Edge AI Processor market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Edge AI Processor market in terms of revenue.

Overall, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Edge AI Processor market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Edge AI Processor market.

Global Edge AI Processor Scope and Market Size

Edge AI Processor market is segmented by players, region (country), by Type and by Application. Players, stakeholders, and other participants in the global Edge AI Processor market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by Type and by Application for the period 2017-2028.


Segment by Type


Machine Learning

Natural Language Processing


Segment by Application


Smart Home & City

Smart Driving

Industrial Automation

Video Surveillance

Drones

Other

By Region

North America

United States

Canada

Europe

Germany

France

UK

Italy

Russia

Nordic Countries

Rest of Europe

Asia-Pacific

China

Japan

South Korea

Southeast Asia

India

Australia

Rest of Asia

Latin America

Mexico

Brazil

Rest of Latin America

Middle East & Africa

Turkey

Saudi Arabia

UAE

Rest of MEA


By Company


Amazon

Intel

Alibaba Cloud Computing Co. Ltd.

Google

Inspur

Horizon Robotics

Microsoft

Huawei

CEVA

MediaTek

Spreadtrum Communications