Edge AI Hardware

Global Edge AI Hardware Market to Reach 6.0 Billion Units by 2030

The global market for Edge AI Hardware estimated at 1.9 Billion Units in the year 2023, is expected to reach 6.0 Billion Units by 2030, growing at a CAGR of 17.5% over the analysis period 2023-2030. CPU Processor, one of the segments analyzed in the report, is expected to record a 15.8% CAGR and reach 2.1 Billion Units by the end of the analysis period. Growth in the GPU Processor segment is estimated at 16.9% CAGR over the analysis period.

The U.S. Market is Estimated at 533.9 Million Units While China is Forecast to Grow at 16.7% CAGR

The Edge AI Hardware market in the U.S. is estimated at 533.9 Million Units in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of 912.8 Million Units by the year 2030 trailing a CAGR of 16.7% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 15.2% and 14.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 12.9% CAGR.

Global Edge AI Hardware Market – Key Trends & Drivers Summarized

How Is Edge AI Hardware Transforming Data Processing in Real-Time Applications?

Edge AI hardware has revolutionized real-time data processing by enabling data to be analyzed directly on devices at the "edge" of networks, bypassing the need to send information to centralized data centers or the cloud. This transformation is especially critical for applications where latency is a major concern, such as in autonomous vehicles, smart surveillance systems, and industrial automation. Autonomous vehicles, for instance, rely on edge AI hardware to process data from sensors and cameras in milliseconds, allowing the vehicle to make split-second decisions crucial for safety. Similarly, in smart manufacturing, edge AI hardware enables real-time monitoring of equipment and production lines, reducing downtime by predicting and addressing issues before they lead to costly delays. This shift towards edge processing addresses latency challenges, ensuring that critical operations are carried out without delays that could compromise functionality or safety. Furthermore, advancements in edge AI hardware have increased processing power, allowing more sophisticated AI algorithms to run locally on devices without relying heavily on cloud-based resources.

Edge AI hardware also enhances privacy and security by keeping data processing local to the device, which is especially beneficial for sectors handling sensitive information, such as healthcare, finance, and government. By performing AI computations on-site, edge devices limit the amount of data sent to external servers, reducing the risk of data breaches and ensuring compliance with stringent data privacy regulations like GDPR and HIPAA. This aspect of edge AI hardware is particularly valuable in healthcare settings where devices such as diagnostic imaging equipment, patient monitoring systems, and medical wearables can analyze patient data on-site, thus protecting sensitive information while delivering real-time insights. As edge AI hardware continues to evolve, its impact on privacy, security, and real-time decision-making is positioning it as a key enabler across a wide range of industries that prioritize low latency and data protection.

Why Is There Growing Demand for Edge AI Hardware in Consumer Electronics and IoT Devices?

The proliferation of smart devices and IoT has fueled demand for edge AI hardware, as consumers increasingly expect real-time, context-aware functionality from their electronics. Edge AI hardware allows IoT devices, including smart home appliances, personal assistants, and wearable technology, to perform complex data analysis and make decisions locally. For instance, in a smart home ecosystem, edge AI hardware enables devices to respond instantly to user commands and interactions, such as adjusting temperature settings, managing lighting, and providing security alerts. Similarly, wearable devices like fitness trackers and smartwatches benefit from edge AI by running AI algorithms locally to monitor health metrics and deliver insights without depending on the cloud. As the IoT market grows, the demand for compact, efficient, and responsive edge AI hardware in consumer electronics is expected to increase, aligning with consumer preferences for fast, reliable, and data-driven experiences.

Beyond consumer electronics, edge AI hardware also plays a crucial role in enhancing energy efficiency in IoT systems. Since edge devices handle data processing locally, they significantly reduce the need for constant cloud connectivity, which lowers bandwidth requirements and reduces energy consumption. This energy-efficient approach is particularly appealing in remote or off-grid IoT applications, such as agricultural sensors or environmental monitoring systems, where continuous power may be limited. Additionally, as smart cities expand their use of IoT devices for traffic monitoring, waste management, and utility services, edge AI hardware enables these systems to operate autonomously, reducing strain on centralized data centers. As the IoT ecosystem grows and the importance of sustainability increases, edge AI hardware solutions designed to optimize energy usage will play an even more significant role in meeting consumer and environmental demands.

What Are the Major Industries Leveraging Edge AI Hardware for Enhanced Operational Efficiency?

Industries such as manufacturing, automotive, healthcare, and telecommunications are leveraging edge AI hardware to enhance operational efficiency and gain a competitive advantage. In manufacturing, edge AI hardware enables real-time quality control, predictive maintenance, and process optimization. By embedding AI capabilities directly within machinery or production lines, manufacturers can detect anomalies, predict equipment failures, and improve production speed without interruptions. Automotive manufacturers are also relying heavily on edge AI hardware to advance driver-assistance systems and autonomous vehicle capabilities. Equipped with powerful AI processors, edge devices in vehicles process data from sensors and cameras instantaneously, making critical decisions related to lane navigation, obstacle detection, and speed adjustments. As autonomous vehicles evolve, edge AI hardware will be essential for processing vast amounts of sensor data in real time to ensure vehicle safety and efficiency.

In healthcare, edge AI hardware is driving innovations in diagnostic and monitoring devices, including portable ultrasound machines, smart medical wearables, and diagnostic imaging systems. These devices leverage edge processing to provide immediate, actionable insights to healthcare providers without sending data to external servers, thus safeguarding patient data privacy. Additionally, in telecommunications, edge AI hardware is supporting 5G network deployments by enabling low-latency applications like virtual reality (VR), augmented reality (AR), and remote robotics. Network providers are incorporating edge AI hardware at various network nodes to handle data processing close to the source, reducing lag and enhancing the user experience. As these industries increasingly rely on real-time analytics and on-device AI capabilities, edge AI hardware is becoming indispensable for improving efficiency and maintaining high standards of service delivery.

Growth in the Edge AI Hardware Market Is Driven by Several Factors

Growth in the edge AI hardware market is driven by several factors, including technological advancements, expanding use cases across diverse sectors, and the increasing demand for real-time data processing. Continuous improvements in semiconductor technology have led to more powerful and energy-efficient processors, enabling advanced AI functionalities on compact, low-power edge devices. The rise of IoT and smart devices has fueled demand for edge AI hardware, as industries seek local data processing capabilities to reduce latency, bandwidth usage, and energy consumption. Consumer expectations for fast, reliable, and private data processing on personal devices are also driving the adoption of edge AI hardware in consumer electronics, from smart home systems to wearable devices. Furthermore, the industrial sector is embracing edge AI hardware for predictive maintenance, quality control, and real-time monitoring, while the automotive sector relies on it to enhance safety and performance in autonomous and semi-autonomous vehicles.

In healthcare, edge AI hardware enables the secure, real-time analysis of patient data on medical devices, which aligns with regulatory compliance and privacy concerns. Additionally, the advent of 5G networks has opened new opportunities for edge AI hardware in telecommunications, supporting low-latency applications in VR, AR, and mobile gaming. Smart city initiatives are also promoting the use of edge AI for real-time data processing in urban infrastructure, such as traffic management, surveillance, and environmental monitoring. As more sectors recognize the value of processing data at the edge for faster, more efficient operations, the edge AI hardware market is poised for sustained growth, driven by a combination of innovation in AI processing technology and the expanding scope of real-time applications across industries.

Select Competitors (Total 34 Featured) -
  • Adapteva, Inc.
  • Alphabet
  • Apple
  • Applied Brain Research
  • ARM
  • Cadence
  • Ceva
  • General Vision
  • Hailo
  • Horizon Robotics
  • Huawei
  • Imagination Technologies
  • Intel Corporation
  • Mediatek
  • Micron Technology
  • Microsoft Corporation
  • Mythic
  • NVIDIA Corporation
  • Qualcomm
  • Samsung Electronics
  • Securerf Corporation
  • Synopsys Inc
  • Tenstorrent
  • Thinci
  • Verisilicon
  • Videantis
  • Xilinx
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Global Economic Update
Edge AI Hardware – Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Growing Demand for Real-Time Data Processing at the Edge Drives Adoption of High-Performance Edge AI Hardware Solutions
Expansion of Industrial Automation and IoT Fuels Demand for Edge AI Hardware in Smart Factories and Manufacturing
Increasing Use of Edge AI Hardware in Autonomous Vehicles for Real-Time Navigation and Object Detection Supports Market Growth
Advancements in Semiconductor Technology Enhance Processing Capabilities and Efficiency of Edge AI Hardware
Rising Focus on Reducing Latency in IoT Applications Drives Demand for Edge AI Hardware with Fast Data Processing
Growing Deployment of Edge AI Hardware in Smart Cities for Traffic Management, Surveillance, and Environmental Monitoring
Increasing Use of Edge AI Hardware in Healthcare for Real-Time Patient Monitoring and Diagnostic Imaging Expands Market
Focus on Energy Efficiency in Edge Devices Supports Development of Low-Power Edge AI Hardware Solutions
Growing Popularity of Wearable and Portable Edge AI Devices Fuels Market for Compact, High-Performance Hardware
Expansion of Edge AI Hardware in Retail for Customer Insights, Inventory Management, and Automated Checkouts
Rising Adoption of Edge AI Hardware in Agriculture for Precision Farming and Real-Time Crop Monitoring
Growing Demand for Enhanced Security in Financial and Retail Sectors Drives Adoption of Edge AI Hardware for Fraud Detection
Increasing Adoption of Edge AI Hardware in Telecommunications for Network Optimization and Infrastructure Management
Growing Application of Edge AI Hardware in Robotics for Autonomous Navigation and Real-Time Decision-Making
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Recent Past, Current & Future Analysis for Edge AI Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 2: World 7-Year Perspective for Edge AI Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
TABLE 3: World Recent Past, Current & Future Analysis for CPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 4: World 7-Year Perspective for CPU by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 5: World Recent Past, Current & Future Analysis for GPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 6: World 7-Year Perspective for GPU by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 7: World Recent Past, Current & Future Analysis for ASIC by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 8: World 7-Year Perspective for ASIC by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 9: World Recent Past, Current & Future Analysis for Other Processors by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 10: World 7-Year Perspective for Other Processors by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 11: World Recent Past, Current & Future Analysis for Government by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 12: World 7-Year Perspective for Government by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 13: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 14: World 7-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 15: World Recent Past, Current & Future Analysis for Industrial by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 16: World 7-Year Perspective for Industrial by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 17: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 18: World 7-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 19: World Recent Past, Current & Future Analysis for Consumer Electronics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 20: World 7-Year Perspective for Consumer Electronics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 21: World Recent Past, Current & Future Analysis for Smart Home by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 22: World 7-Year Perspective for Smart Home by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 23: World Recent Past, Current & Future Analysis for Automotive & Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 24: World 7-Year Perspective for Automotive & Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 25: World Recent Past, Current & Future Analysis for Inference by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 26: World 7-Year Perspective for Inference by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 27: World Recent Past, Current & Future Analysis for Training by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 28: World 7-Year Perspective for Training by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 29: World Edge AI Hardware Market Analysis of Annual Sales in Thousand units for Years 2014 through 2030
III. MARKET ANALYSIS
UNITED STATES
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 30: USA Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 31: USA 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 32: USA Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 33: USA 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 34: USA Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 35: USA 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
CANADA
TABLE 36: Canada Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 37: Canada 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 38: Canada Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 39: Canada 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 40: Canada Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 41: Canada 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
JAPAN
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 42: Japan Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 43: Japan 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 44: Japan Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 45: Japan 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 46: Japan Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 47: Japan 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
CHINA
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 48: China Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 49: China 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 50: China Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 51: China 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 52: China Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 53: China 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
EUROPE
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 54: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
TABLE 55: Europe 7-Year Perspective for Edge AI Hardware by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 56: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 57: Europe 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 58: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 59: Europe 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 60: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 61: Europe 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
FRANCE
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 62: France Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 63: France 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 64: France Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 65: France 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 66: France Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 67: France 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
GERMANY
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 68: Germany Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 69: Germany 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 70: Germany Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 71: Germany 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 72: Germany Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 73: Germany 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
ITALY
TABLE 74: Italy Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 75: Italy 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 76: Italy Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 77: Italy 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 78: Italy Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 79: Italy 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
UNITED KINGDOM
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 80: UK Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 81: UK 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 82: UK Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 83: UK 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 84: UK Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 85: UK 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
REST OF EUROPE
TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 87: Rest of Europe 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 89: Rest of Europe 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 90: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 91: Rest of Europe 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
ASIA-PACIFIC
Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 93: Asia-Pacific 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 95: Asia-Pacific 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 96: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 97: Asia-Pacific 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
REST OF WORLD
TABLE 98: Rest of World Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 99: Rest of World 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
TABLE 100: Rest of World Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 101: Rest of World 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
TABLE 102: Rest of World Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
TABLE 103: Rest of World 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
IV. COMPETITION

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