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Edge AI Hardware - Global Strategic Business Report

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    Report

  • 89 Pages
  • October 2024
  • Region: Global
  • Global Industry Analysts, Inc
  • ID: 5302973
The global market for Edge AI Hardware was estimated at 1.9 Billion Units in 2023 and is projected to reach 6 Billion Units by 2030, growing at a CAGR of 17.5% from 2023 to 2030. This comprehensive report provides an in-depth analysis of market trends, drivers, and forecasts, helping you make informed business decisions.

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.

Key Insights:

  • Market Growth: Understand the significant growth trajectory of the CPU Processor segment, which is expected to reach 2.1 Billion Units by 2030 with a CAGR of a 15.8%. The GPU Processor segment is also set to grow at 16.9% CAGR over the analysis period.
  • Regional Analysis: Gain insights into the U.S. market, which was estimated at 533.9 Million Units in 2023, and China, forecasted to grow at an impressive 16.7% CAGR to reach 912.8 Million Units by 2030. Discover growth trends in other key regions, including Japan, Canada, Germany, and the Asia-Pacific.

Why You Should Buy This Report:

  • Detailed Market Analysis: Access a thorough analysis of the Global Edge AI Hardware Market, covering all major geographic regions and market segments.
  • Competitive Insights: Get an overview of the competitive landscape, including the market presence of major players across different geographies.
  • Future Trends and Drivers: Understand the key trends and drivers shaping the future of the Global Edge AI Hardware Market.
  • Actionable Insights: Benefit from actionable insights that can help you identify new revenue opportunities and make strategic business decisions.

Key Questions Answered:

  • How is the Global Edge AI Hardware Market expected to evolve by 2030?
  • What are the main drivers and restraints affecting the market?
  • Which market segments will grow the most over the forecast period?
  • How will market shares for different regions and segments change by 2030?
  • Who are the leading players in the market, and what are their prospects?

Report Features:

  • Comprehensive Market Data: Independent analysis of annual sales and market forecasts in US$ Million from 2023 to 2030.
  • In-Depth Regional Analysis: Detailed insights into key markets, including the U.S., China, Japan, Canada, Europe, Asia-Pacific, Latin America, Middle East, and Africa.
  • Company Profiles: Coverage of major players in the Edge AI Hardware market such as Adapteva, Inc., Alphabet, Apple, Applied Brain Research, ARM and more.
  • Complimentary Updates: Receive free report updates for one year to keep you informed of the latest market developments.

Some of the 34 companies featured in this Edge AI Hardware market report include:

  • 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

Table of Contents

I. METHODOLOGYII. 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

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • 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

Table Information