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人工智慧（AI）硬体全球市场－按类型、应用、产业部门

Global Artificial Intelligence (AI) Hardware Market - Types, Applications and Industry Sectors

出版日期: 2025年05月02日 | 出版商:

Industry Experts | 英文 364 Pages, 286 Charts | 订单完成后即时交付

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简介目录

人工智慧（AI）硬体市场的趋势与展望

鑑于人工智慧在过去几年中的重要性日益增强，许多趋势正在影响其在硬体市场的表现。人们对将人工智慧功能融入智慧型手机、物联网感测器和车辆等边缘设备的兴趣日益浓厚，这推动了对边缘优化 GPU 和 ASIC 等低功耗、高性能晶片的需求。一些公司正在主动设计针对特定 AI 工作负载客製化的晶片（例如Google的 TPU、Microsoft的 Maia），以提高效率和效能，从而减少对通用 GPU 的依赖。受人类大脑启发的神经形态晶片是人工智慧硬体的另一个方面，它有可能在机器人和自主系统应用中的认知任务中提供更高的效率。

另一个大趋势是晶片架构和冷却系统的创新。随着各行各业都希望减少人工智慧营运的碳足迹，节能硬体的开发成为优先事项。然而，阻碍这一进步局面的是，美国总统川普领导的现任政府对许多国家征收了前所未有的关税，其中包括中国、台湾和越南等主要晶片生产和出口国。这无疑将导致AI伺服器、笔记型电脑和GPU的成本飙升，进一步影响需求。

资讯图表

全球人工智慧硬体市场规模预计在 2024 年达到 250 亿美元，预计在 2030 年达到 767 亿美元，2024 年至 2030 年的复合年增长率为 20.5%。推动人工智慧硬体需求的主要因素之一是人工智慧应用的需求不断增长。医疗保健（诊断）、汽车（自动驾驶汽车）和零售（个人化服务）等各行业对人工智慧的应用日益广泛，这推动了对能够支援复杂演算法和即时处理的有效硬体的需求。此外，晶片设计的创新也推动市场扩张，包括更小、更节能的电晶体和能够实现更快、更有效率运算的专用人工智慧加速器。

来自物联网设备、云端服务和数位平台的数据爆炸性增长正在推动对人工智慧优化解决方案的需求，需要能够大规模处理和分析数据的硬体。 Google、Microsoft、NVIDIA、Intel、Qualcomm等高科技公司也大力投入研发，开发尖端的AI硬件，进一步加速创新和市场成长。边缘运算是在更靠近源头的地方处理资料的概念，例如在智慧型装置或自主系统上，它需要针对边缘环境量身定制的紧凑、高效的人工智慧硬体。这进一步推动了对人工智慧硬体的需求。

AI硬体市场分析（按地区）

北美是全球最大的人工智慧硬体市场，预计 2024 年的市占率为 34%。该地区拥有 NVIDIA、Intel、AMD、Apple、Google、IBM等领先的科技公司，这些公司是 GPU 和 TPU 等人工智慧硬体的知名製造商，并且正在大力投资研发以推动市场成长。根据统计，NVIDIA占据全球资料中心GPU市场90%以上的占有率。在研发投入方面，人工智慧创新得到了私人和公共投资的大力资助，2023 年美国新创企业投资中约有 25% 流向了从事人工智慧的公司。《晶片法案》等政府举措已为可持续晶片材料投入约 1 亿美元，推动了半导体的发展。北美各产业对人工智慧的采用速度也非常快，人工智慧硬体已融入 IT、通讯、医疗保健和汽车领域。领先的是 IT 和电信业，它们部署 AI 硬体来支援云端运算和维护资料中心。

AI硬体市场分析（按类型）

全球人工智慧硬体处理器市场规模（包括 GPU、TPU、CPU、ASIC 等）预计在 2024 年占据 55.3% 的市场占有率，不仅是最大的市场，也是成长最快的市场，2024 年至 2030 年期间的年增长率为 22%。管理机器学习模型的训练和推理等运算密集型任务使处理器成为人工智慧系统的主力，使 GPU 比其他类型的处理器更具优势。这些设备在汽车、金融、医疗保健和 IT 领域的重要性已被广泛认可。例如，使用 CPU 和 GPU 来运行基于云端的 AI 服务的资料中心，以及使用 ASIC 和 TPU 来实现自动驾驶汽车和Google的 AI 服务等特定应用。处理器占据主导地位的另一个重要因素是各种晶片（GPU、CPU、ASIC、FPGA、TPU）的可用性，这些晶片可以满足不同的 AI 需求，包括训练、推理、边缘运算和即时处理。这使你能够覆盖广泛的市场。

AI硬体市场分析（按应用）

机器学习 (ML) 是全球人工智慧硬体的主要应用，预计到 2024 年将占据 41.8% 的占有率。此外，预计该领域的人工智慧硬体市场在 2024 年至 2030 年期间的复合年增长率最快，为 21.7%。 ML 被认为是人工智慧系统的核心，因为它为大多数需要大量运算能力的人工智慧应用提供支持，包括深度学习、神经网路和预测分析。这将进一步增加对 GPU、TPU 和 ASIC 等 AI 硬体的需求。机器学习在各行各业的应用正变得越来越普遍，包括自动驾驶汽车、金融诈欺侦测、医疗诊断和零售推荐系统。研究预测，到 2023 年，全球约 70% 的组织将使用 ML 进行资料分析，这将进一步增加对训练和推理硬体的需求。

AI硬体市场分析（按行业）

全球对人工智慧硬体的需求将由 IT 和通讯驱动，预计到 2024 年将占 33.3% 的占有率，这主要是由于对资料处理的需求很高。人工智慧硬体是该领域的关键组成部分，能够高效处理云端运算、5G 网路和物联网设备产生的大量数据。包括 AWS、Microsoft Azure 和 Google Cloud 在内的领先 IT 和通讯公司正在其人工智慧即服务 (AIaaS) 平台上广泛使用人工智慧硬体，而超大规模资料中心对 NVIDIA GPU 和英特尔人工智慧晶片的采用将推动该产业在 2023 年占全球资料中心人工智慧硬体支出的约 60%。电信公司广泛使用人工智慧硬体进行即时网路管理、预测性维护和 5G 优化，例如处理流量路由和检测异常的人工智慧处理器，这需要更强大的晶片。 IT 和电信公司将人工智慧融入客户服务（聊天机器人）、网路安全（威胁检测）和营运效率（自动化），这必然需要各种各样的人工智慧硬件，从用于物联网的边缘处理器到用于专门任务的 ASIC，巩固了该领域的市场领先地位。

人工智慧（AI）硬体市场研究范围

本报告研究了全球人工智慧 (AI) 硬体市场，按硬体类型、应用和行业部门细分了 2021 年至 2030 年的市场，并提供了 2024 年至 2030 年的预测（以美元计）。除了介绍该领域的主要参与者外，该报告还涵盖了最新的企业和行业发展，以清晰地瞭解市场趋势和方向。

关键指标
验证期间：	2021-2023
基准年：	2024
预测期间：	2024-2030
单位：	美元
列出的公司：	14家公司

按地区划分的人工智慧 (AI) 硬体市场

北美洲（美国、加拿大、墨西哥）
欧洲（德国、英国、法国、义大利、荷兰、西班牙、俄罗斯、瑞士等）
亚太地区（中国、日本、印度、澳洲、新加坡、韩国、世界其他地区）
南美洲（巴西、阿根廷、哥伦比亚、智利、秘鲁等）
中东和非洲（阿拉伯联合大公国、南非、埃及、沙乌地阿拉伯、摩洛哥、科威特、卡达等）

以硬体类型划分的人工智慧 (AI) 硬体市场

处理器
网络
记忆
贮存

按应用类型划分的人工智慧 (AI) 硬体市场

机器学习
电脑视觉
自然语言处理
专家系统

按行业划分的人工智慧 (AI) 硬体市场

IT 与通信
BFSI
医疗保健
零售
汽车
其他

主要市场参与者:

Advanced Micro Devices, Inc.
Apple, Inc.
Brainchip Holdings Ltd.
Cambricon Technologies Corp., Ltd.
Dell Technologies, Inc.
Google Llc
Graphcore Ltd.

Huawei Technologies Co., Ltd.
Intel Corporation
Kalray Sa
Lighton Sas
Nvidia Corp.
Qualcomm Technologies, Inc.
Samsung Electronics Co., Ltd.

全球人工智慧 (AI) 硬体市场展望
- 人工智慧 (AI) 硬体市场推动因素
- 阻碍AI硬体市场成长的课题及缓解策略
人工智慧硬体在业界的采用情况如何？
人工智慧 (AI) 硬体产业 - SWOT 分析
策略性人工智慧硬体产业分析
进入AI硬体市场和新创企业策略
人工智慧（AI）硬体供应链分析

第三章竞争格局

主要 AI 硬体公司的市场定位
人工智慧 (AI) 硬体市场占有率分析
人工智慧硬体定价分析
对尚未开发的人工智慧硬体市场进行深入分析
主要市场参与者
- ADVANCED MICRO DEVICES, INC. (USA)
- APPLE, INC. (USA)
- BRAINCHIP HOLDINGS LTD (Australia)
- CAMBRICON TECHNOLOGIES CORP LTD (China)
- DELL TECHNOLOGIES, INC. (USA)
- GOOGLE LLC (USA)
- GRAPHCORE LTD (UK)
- HUAWEI TECHNOLOGIES CO LTD (China)
- INTEL CORPORATION (USA)
- KALRAY SA (France)
- LIGHTON SAS (France)
- NVIDIA CORP (USA)
- QUALCOMM TECHNOLOGIES, INC. (USA)
- SAMSUNG ELECTRONICS CO LTD (Korea)

第四章关键业务与产品趋势

近期重要的产业活动
市场领导者近期推出的主要产品

第五章全球市场概况

全球人工智慧 (AI) 硬体市场概览（按类型）
全球人工智慧 (AI) 硬体市场概览（按应用）
全球人工智慧 (AI) 硬体市场概览（按行业部门）

B 部分：区域市场展望

区域市场概览

第六章北美

北美 AI 硬体市场概览（按地区）
北美 AI 硬体市场概览（按类型）
北美 AI 硬体市场概览（按应用）
北美人工智慧硬体市场概览（按行业部门）
北美人工智慧硬体市场的国家分析
- 美国
- 加拿大
- 墨西哥

第七章欧洲

欧洲人工智慧硬体市场（按地区划分）概览
欧洲人工智慧硬体市场（按类型划分）概览
欧洲人工智慧硬体市场概览（按应用）
按行业划分的欧洲人工智慧硬体市场概览
欧洲人工智慧硬体市场的国家分析
- 德国
- 英国
- 法国
- 义大利
- 荷兰
- 西班牙
- 俄罗斯
- 瑞士
- 其他

第八章亚太地区

亚太地区 AI 硬体市场概况（按地区）
亚太地区人工智慧硬体市场概览（按类型）
亚太地区 AI 硬体市场概览（按应用）
亚太地区人工智慧硬体市场概览（按行业部门）
亚太地区人工智慧硬体市场国家分析
- 中国
- 日本
- 印度
- 澳大利亚
- 新加坡
- 韩国
- 其他

第九章南美洲

南美洲人工智慧硬体市场概览（按地区）
南美洲人工智慧硬体市场概览（按类型）
南美洲人工智慧硬体市场概览（按应用）
南美洲人工智慧硬体市场概览（按行业部门）
南美洲人工智慧硬体市场国家分析
- 巴西
- 阿根廷
- 哥伦比亚
- 智利
- 秘鲁
- 其他

第十章中东和非洲

中东和非洲 AI 硬体市场（按地区划分）概览
中东和非洲人工智慧硬体市场概览（按类型）
中东和非洲 AI 硬体市场应用概览
中东和非洲 AI 硬体市场按行业概览
中东和非洲人工智慧硬体市场的国家分析
- 阿拉伯联合大公国
- 南非
- 埃及
- 沙乌地阿拉伯
- 摩洛哥
- 科威特
- 卡达
- 其他

C 部分：行业指南

D 部分：附录

图表和图形

A 部分：全球市场展望

全球市场概览

B 部分：区域市场展望

各地区市场概况

北美

美国

加拿大

墨西哥

欧洲

德国

英国

法国

义大利

荷兰

西班牙

俄罗斯

瑞士

欧洲其他地区

亚太地区

中国

日本

印度

澳洲

新加坡

韩国

其他亚太地区

南美洲

巴西

阿根廷

哥伦比亚

智利

秘鲁

其他南美洲地区

中东和非洲

阿拉伯联合大公国

南非

埃及

沙乌地阿拉伯

摩洛哥

科威特

卡达

其他中东及非洲地区

简介目录

Product Code: ITM031

Artificial Intelligence (AI) Hardware Market Trends and Outlook

Given the significance AI has garnered over the past few years, a number of trends are shaping its performance in the hardware market. The focus on embedding AI capabilities into edge devices, such as smartphones, IoT sensors and vehicles has been growing, owing to which the demand for low-power, high-performance chips, such as edge-optimized GPUs and ASICs has also been increasing. Several companies have seized the initiative in designing customized chips for specific AI workloads (e.g., Google's TPUs & Microsoft's Maia) for improving efficiency and performance, because of which dependence on general-purpose GPUs has reduced. Neuromorphic chips, inspired by the human brain, are another aspect of AI Hardware gaining potentiality of providing better efficiency in cognitive tasks for applications in robotics and autonomous systems.

Another major trend relates to innovations in chip architecture and cooling systems, which is being prioritized to develop energy-efficient hardware for industries targeting reduction of their carbon footprint in AI operations. However, stymying this progressive scenario is the unprecedented level of tariffs now being imposed by the incumbent United States government under President Trump on a number of countries, including China, Taiwan and Vietnam, all major chip producers and exporters. This will undeniably lead to a steep rise in the cost of AI servers, laptops and GPUs to further impact demand negatively.

INFOGRAPHICS

Global market size for AI Hardware is estimated at US$25 billion in 2024 and is likely to register a 2024-2030 CAGR of 20.5% in reaching a projected US$76.7 billion by 2030. One of the major factors propelling demand for AI Hardware includes growing demand for AI applications. An increase in the use of AI across industries, such as healthcare (for diagnostics), automotive (for autonomous vehicles) and retail (for personalized suggestions) has been driving the demand for effective hardware that can support complex algorithms and real-time processing. Further expansion is being enabled by innovations in chip design, such as smaller, more energy-efficient transistors and specialized AI accelerators that allow faster and more efficient computation.

AI-optimized solutions have also gained in demand owing to an exponential growth of data from IoT devices, cloud services and digital platforms, requiring hardware that can handle large-scale processing and analytics. High-tech companies, such as Googe, Microsoft, NVIDIA, Intel and Qualcomm have also been investing heavy amounts towards R&D with the goal of developing cutting-edge AI hardware, further accelerating innovation and market growth. Edge computing is a concept that processes data closer to its source, as in the case of smart devices or autonomous systems, for which compact, efficient AI hardware specific for edge environments is needed, making it another fueling demand for AI hardware.

AI Hardware Regional Market Analysis

With an estimated share of 34% in 2024, North America is the largest global market for AI Hardware. The region is home to major tech giants, such as NVIDIA, Intel, AMD, Apple, Google and IBM, which are prominent producers of AI hardware, such as GPUs and TPUs, in addition to investing heavily in research & development, thereby driving market growth. Statistics indicate that NVIDIA controls over 90% of the worldwide market for data center GPUs. In terms of R&D investment, innovations in AI are being substantially funded by private and public investments, with about 25% of US startup investments in 2023 going to companies engaged in AI. Government initiatives, such as the CHIPS Act, have further boosted semiconductor advancements by contributing almost US$100 million for sustainable chip materials. The adoption rate of AI across industries in North America is also quite rapid, with AI hardware being integrated across the IT, telecommunications, healthcare and automotive sectors. Leading among these is the IT & Telecommunications sector that has been adopting AI hardware for sustaining cloud computing and data centers.

AI Hardware Market Analysis by Type

Other than being the largest, with a 2024 share estimated at 55.3%, the global market for Processors in AI Hardware, including GPUs, TPUs, CPUs & ASICs, is also anticipated to be the fastest growing, likely to register a compounded annual rate of 22% between 2024 and 2030. Managing compute-intensive tasks, such as training and inference for machine learning models, has rendered Processors to become the mainstay of AI systems, with GPUs standing a head above other types of Processors. The significance of these devices in the areas of automotive, finance, healthcare and IT is well-recognized. Instances of the same comprise the use of CPUs and GPUs to power data centers for cloud-based AI services and utilizing ASICs and TPUs in specific applications, such as autonomous vehicles and Google's AI services. Another major factor for the dominance of Processors is the range of chips on offer (GPUs, CPUs, ASICs, FPGAs and TPUs) that can fulfil diverse AI requirements, such as training, inference, edge computing and real-time processing, which allows to cover a wide spectrum of the market.

AI Hardware Market Analysis by Application

Machine Learning (ML) constitutes the primary application for AI Hardware on a worldwide basis, estimated to account for a share of 41.8% in 2024. In addition, the market for AI Hardware in this application area will also register the fastest 2024-2030 CAGR of 21.7%. ML is considered to be the heart of AI systems in terms of reinforcing most AI applications, such as deep learning, neural networks and predictive analytics, all of which need massive computing power. This further drives the requirement for AI hardware, such as GPUs, TPUs and ASICs. The adoption of ML across a broad range of industries has also become quite common, including in automotive for autonomous driving, finance for fraud detection, healthcare for diagnostics and retail for recommendation systems. Studies have indicated that in 2023, nearly 70% of global organizations have taken recourse to ML for data analytics, which has further propelled hardware demand for training and inference.

AI Hardware Market Analysis by Industry Sector

With an estimated share of 33.3% in 2024, the global demand for AI Hardware by sector is led by IT & Telecommunications, a key factor for which is high demand for data processing. AI hardware forms a major component of this sector, allowing enormous data volumes generated by cloud computing, 5G networks and IoT devices to be processed efficiently. The major players in the IT & telecom sector, such as AWS, Microsoft Azure and Google Cloud make wide use of AI hardware for AI-as-a-service (AIaaS) platforms, with about 60% of worldwide data center AI hardware spending in 2023 being accounted for by this area, courtesy the deployment of NVIDIA GPUs and Intel AI chips by hyperscale data centers. AI hardware is widely used for real-time network management, predictive maintenance and 5G optimization by telecommunications companies, as in the case of AI processors handling traffic routing and detecting anomalies that further need high-performance chips. The integration of AI by IT & telecom firms into customer service (chatbots), cybersecurity (threat detection) and operational efficiency (automation) are necessitating the demand for diverse AI hardware, ranging from edge processors for IoT to ASICs for specialized tasks, giving credence to the sector's leading market position.

Artificial Intelligence (AI) Hardware Market Report Scope

This global report on Artificial Intelligence (AI) Hardware analyzes the market based on hardware type, application type and industry sector for the period 2021-2030 with projections from 2024 to 2030 in terms of value in USD. In addition to providing profiles of major companies operating in this space, the latest corporate and industrial developments have been covered to offer a clear panorama of how and where the market is progressing.

Key Metrics
Historical Period:	2021-2023
Base Year:	2024
Forecast Period:	2024-2030
Units:	Value market in US$
Companies Mentioned:	14

Artificial Intelligence (AI) Hardware Market by Geographic Region

North America (United States, Canada and Mexico)
Europe (Germany, United Kingdom, France, Italy, Netherlands, Spain, Russia, Switzerland and Rest of Europe)
Asia-Pacific (China, Japan, India, Australia, Singapore, South Korea and Rest of Asia-Pacific)
South America (Brazil, Argentina, Colombia, Chile, Peru and Rest of South America)
Middle East & Africa (United Arab Emirates, South Africa, Egypt, Saudi Arabia, Morocco, Kuwait, Qatar and Rest of Middle East & Africa)

Artificial Intelligence (AI) Hardware Market by Hardware Type

Processors
Network
Memory
Storage

Artificial Intelligence (AI) Hardware Market by Application Type

Machine Learning
Computer Vision
Natural Language Processing
Expert Systems

Artificial Intelligence (AI) Hardware Market by Industry Sector

IT & Telecommunications
BFSI
Healthcare
Retail
Automotive
Others

Major Market Players:

Advanced Micro Devices, Inc.
Apple, Inc.
Brainchip Holdings Ltd.
Cambricon Technologies Corp., Ltd.
Dell Technologies, Inc.
Google Llc
Graphcore Ltd.

Huawei Technologies Co., Ltd.
Intel Corporation
Kalray Sa
Lighton Sas
Nvidia Corp.
Qualcomm Technologies, Inc.
Samsung Electronics Co., Ltd.

PART A: GLOBAL MARKET PERSPECTIVE

1. EXECUTIVE SUMMARY

1.1. A Roundup on Artificial Intelligence (AI) Hardware
- 1.1.1. Types of Artificial Intelligence (AI) Hardware
- 1.1.2. Major Applications of Artificial Intelligence (AI) Hardware
- 1.1.3. Artificial Intelligence (AI) Hardware by Industry Sectors
- 1.1.4. Key Market Trends of Artificial Intelligence (AI) Hardware
  - 1.1.4.1. Expansion of AI Data Centers on the Card
  - 1.1.4.2. Edge AI Computing: "Cutting Edge" of AI Technology
  - 1.1.4.3. Demand for Specialized AI Chips and Accelerators Increasing
  - 1.1.4.4. Autonomous Systems Powered by AI Gaining Traction
  - 1.1.4.5. Quantum AI and Next-Gen Computing Set to Transform Specific Tasks
  - 1.1.4.6. AI Hardware Startups and Investments On the Rise
  - 1.1.4.7. Role of AI in Cybersecurity and Privacy Expanding

2. INDUSTRY LANDSCAPE

2.1. Global Artificial Intelligence (AI) Hardware Market Outlook
- 2.1.1. Growth Drivers of Artificial Intelligence (AI) Hardware Market
  - 2.1.1.1. Cloud AI and AI-as-a-Service (AIaaS) On the Rise
    - 2.1.1.1.1. Crucial Influencing Factors
    - 2.1.1.1.2. Market Impacts
  - 2.1.1.2. Improvements in AI Chips and Accelerators
    - 2.1.1.2.1. Crucial Influencing Factors
    - 2.1.1.2.2. Market Impacts
  - 2.1.1.3. Demand for AI-Powered Applications Increasing
    - 2.1.1.3.1. Crucial Influencing Factors
      - 2.1.1.3.1.1. AI in Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS)
      - 2.1.1.3.1.2. Healthcare Based on AI
      - 2.1.1.3.1.3. AI in Retail and Personalization
    - 2.1.1.3.2. Market Impacts
  - 2.1.1.4. Edge AI and On-Device Processing Expanding
    - 2.1.1.4.1. Crucial Influencing Factors
    - 2.1.1.4.2. Market Impacts
  - 2.1.1.5. AI Infrastructure Investments by Governments and Organizations Increasing
    - 2.1.1.5.1. Crucial Influencing Factors
    - 2.1.1.5.2. Market Impacts
  - 2.1.1.6. Cybersecurity's Adoption of AI Growing
    - 2.1.1.6.1. Crucial Influencing Factors
    - 2.1.1.6.2. Market Impacts
  - 2.1.1.7. Contest Between AI Hardware Startups and Semiconductor Manufacturers
    - 2.1.1.7.1. Crucial Influencing Factors
    - 2.1.1.7.2. Market Impacts
  - 2.1.1.8. AI Hardware Subject to Ethical and Regulatory Considerations
    - 2.1.1.8.1. Crucial Influencing Factors
    - 2.1.1.8.2. Market Impacts
- 2.1.2. Challenges Inhibiting AI Hardware Market Growth and Mitigating Strategies
  - 2.1.2.1. Disruptive Semiconductor Supply Chains Being Further Marred by Several Factors
  - 2.1.2.2. Impact on the Industry
  - 2.1.2.3. Strategies for Mitigating Challenges
  - 2.1.2.4. Prohibitive Pricing of AI Hardware Deters Development and Deployment
    - 2.1.2.4.1. Impact on the Industry
    - 2.1.2.4.2. Strategies for Mitigating Challenges
    - 2.1.2.4.3. Concerns Related to High Power Consumption and Sustainability
    - 2.1.2.4.4. Impact on the Industry
    - 2.1.2.4.5. Strategies for Mitigating Challenges
  - 2.1.2.5. Challenges Concerning Ethics, Privacy and Regulations
    - 2.1.2.5.1. Impact on the Industry
    - 2.1.2.5.2. Strategies for Mitigating Challenges
  - 2.1.2.6. AI Model Deployment a Complex Process and How Hardware Optimization Helps
  - 2.1.2.7. Impact on the Industry
  - 2.1.2.8. Strategies for Mitigating Challenges
  - 2.1.2.9. AI Hardware's Limited Lifespan and Unfettered Technological Changes
    - 2.1.2.9.1. Impact on the Industry
    - 2.1.2.9.2. Strategies for Mitigating Challenges
  - 2.1.2.10. AI Hardware and Cybersecurity
    - 2.1.2.10.1. Impact on the Industry
    - 2.1.2.10.2. Strategies for Mitigating Challenges
    - 2.1.2.10.3. Dearth of AI Expertise and Skills
    - 2.1.2.10.4. Impact on the Industry
    - 2.1.2.10.5. Strategies for Mitigating Challenges
2.2. How AI Hardware is being Adopted by Industry?
2.3. Artificial intelligence (AI) Hardware Industry - SWOT Analysis
- 2.3.1. Strengths
- 2.3.2. Weaknesses
- 2.3.3. Opportunities
- 2.3.4. Threats
2.4. Strategic AI Hardware Industry Analysis
- 2.4.1. Porter's Five Forces Analysis
- 2.4.2. PESTEL Analysis
2.5. Market Entry & Startup Strategies for AI Hardware Market
- 2.5.1. Market Entry Strategies
- 2.5.2. Startup Trends
  - 2.5.2.1. AI Hardware Startups Analysis by Region
2.6. Artificial Intelligence (AI) Hardware Supply Chain Analysis
- 2.6.1. Critical Bottlenecks and Geopolitical Risks in the AI Hardware Supply Chain
- 2.6.2. Escalating Trade Restrictions and Geopolitical Tensions
- 2.6.3. Strategic Overreliance on TSMC for Advanced AI Chip Manufacturing
- 2.6.4. Global Semiconductor Supply Constraints
- 2.6.5. Limited Production Capacity of High Bandwidth Memory
- 2.6.6. Emerging Trends Shaping the Future of the AI Hardware Supply Chain
- 2.6.7. Strategic Investment in Semiconductor Infrastructure
- 2.6.8. Regionalization and Supply Chain Diversification
- 2.6.9. Next-Generation AI Chip Architectures

3. COMPETITIVE LANDSCAPE

3.1. Market Positioning of Key AI Hardware Companies
3.2. Market Share Analysis of Artificial Intelligence (AI) Hardware
- 3.2.1. AI Hardware Market Share Analysis by Product
- 3.2.2. AI Hardware Market Share Analysis by Company
- 3.2.3. SWOT Analysis for Market Leaders of AI Hardware
3.3. Pricing Analysis of Artificial Intelligence Hardware
- 3.3.1. Comparison of Custom AI Chips and ASICs Costs with General-Purpose AI Chips
- 3.3.2. AI Hardware-as-a-Service (HaaS) and Subscription-Based Pricing Models
- 3.3.3. Pricing of AI Edge Hardware and AI-Embedded Devices
- 3.3.4. Production Growth and Competition Causing AI Chip Costs to Decline
- 3.3.5. Demand-Supply Imbalance Leading to Cost Increases of High-Performance AI GPUs
- 3.3.6. Supply Chain Constraints Increasing AI Hardware Costs
- 3.3.7. Pricing Trends for the Near Future
3.4. An Exhaustive Analysis of AI Hardware in Untapped Markets
- 3.4.1. Small & Mid-Sized Businesses (SMBs)
- 3.4.2. Wearable Devices and Smart IoT Sensors
- 3.4.3. Edge Computing in Promising Markets
- 3.4.4. Personalized AI Assistants
- 3.4.5. Quantum Computing + AI Fusion
- 3.4.6. AI Hardware for LegalTech and Financial Auditing
- 3.4.7. Smart Cities and Urban Infrastructure
- 3.4.8. Ethical and Explainable AI
- 3.4.9. Telecom Networks and 5G
- 3.4.10. Space and Defense Applications
- 3.4.11. LegalTech and Financial Auditing
3.5. Key Market Players
- 3.5.1. ADVANCED MICRO DEVICES, INC. (UNITED STATES)
- 3.5.2. APPLE, INC. (UNITED STATES)
- 3.5.3. BRAINCHIP HOLDINGS LTD. (AUSTRALIA)
- 3.5.4. CAMBRICON TECHNOLOGIES CORP LTD (CHINA)
- 3.5.5. DELL TECHNOLOGIES, INC. (UNITED STATES)
- 3.5.6. GOOGLE LLC (UNITED STATES)
- 3.5.7. GRAPHCORE LTD (THE UNITED KINGDOM)
- 3.5.8. HUAWEI TECHNOLOGIES CO LTD (CHINA)
- 3.5.9. INTEL CORPORATION (UNITED STATES)
- 3.5.10. KALRAY SA (FRANCE)
- 3.5.11. LIGHTON SAS (FRANCE)
- 3.5.12. NVIDIA CORP (UNITED STATES)
- 3.5.13. QUALCOMM TECHNOLOGIES, INC. (UNITED STATES)
- 3.5.14. SAMSUNG ELECTRONICS CO LTD (SOUTH KOREA)

4. KEY BUSINESS & PRODUCT TRENDS

4.1. Important Recent Industry Activity
- 4.1.1. April 2025
  - 4.1.1.1. SNSA Awards Frontgrade Gaisler a Contract to Commercialize SoC Device for Space Applications
- 4.1.2. April 2025
  - 4.1.2.1. Network Optix Optimizes its Software with Intel Processors
- 4.1.3. April 2025
  - 4.1.3.1. Siemens Healthineers Demonstrates AI-Rad Companion software powered by Intel Xeon Scalable processors
- 4.1.4. April 2025
  - 4.1.4.1. Kamiwaza's AI Orchestration Engine Powered by Intel-R Gaudi-R 3 AI accelerators and Intel-R Xeon-R 6 processors
- 4.1.5. March 2025
  - 4.1.5.1. AMD EPYC(TM) Processors Power Oracle Cloud Infrastructure (OCI) Compute E6 Standard shapes
- 4.1.6. March 2025
  - 4.1.6.1. AMD Announces Acquisition of ZT Systems
- 4.1.7. March 2025
  - 4.1.7.1. Dell Technologies Unveils AI Innovations
- 4.1.8. March 2025
  - 4.1.8.1. Google Announces the Acquisition of Wiz
- 4.1.9. March 2025
  - 4.1.9.1. Together AI Collaborates with Dell Technologies to Scale AI Acceleration Cloud
- 4.1.10. February 2025
  - 4.1.10.1. G42 Announces Strategic Investment in Partnership with DataOne
- 4.1.11. January 2025
  - 4.1.11.1. BrainChip Introduces Neuromorphic Capabilities to M.2 Form Factor
- 4.1.12. January 2025
  - 4.1.12.1. LightOn and Europrop Announce Collaboration to Deploy Paradigm Generative AI Platform
- 4.1.13. January 2025
  - 4.1.13.1. AMD Ryzen AI PRO Processors Power New Dell Pro devices
- 4.1.14. November 2024
  - 4.1.14.1. LightOn Collaborates with Gcore to Overcome Geographical Constraints
- 4.1.15. November 2024
  - 4.1.15.1. Dell Announces Expansion of Dell NativeEdge edge operations
- 4.1.16. November 2024
  - 4.1.16.1. AMD and Fujitsu Partner to Develop Computing Platforms for AI and High-Performance Computing
- 4.1.17. October 2024
  - 4.1.17.1. LightOn Partners with Channel Tools
- 4.1.18. September 2024
  - 4.1.18.1. Dell Launches Dell AI for Telecom
- 4.1.19. September 2024
  - 4.1.19.1. Altera Unveils FPGA-based Innovations
- 4.1.20. September 2024
  - 4.1.20.1. AMD Announces the Opening of New Engineering Design Center in Serbia
- 4.1.21. September 2024
  - 4.1.21.1. Dell Technologies and Red Hat Partner for RHEL AI
- 4.1.22. August 2024
  - 4.1.22.1. AMD Acquires Silo AI
- 4.1.23. July 2024
  - 4.1.23.1. LightOn and Hewlett Packard Enterprise (HPE) Partner to Develop a Joint AI Offering
- 4.1.24. June 2024
  - 4.1.24.1. AMD's SoC Device to Power Sun Singapore's Smart Parking Solution
- 4.1.25. May 2024
  - 4.1.25.1. Dell and NVIDIA Expand AI Factory to Accelerate Enterprise AI Adoption
- 4.1.26. May 2024
  - 4.1.26.1. Intel Core Ultra Powers Over 500 Optimized AI Models
- 4.1.27. April 2024
  - 4.1.27.1. Kalray and ARM Partner for Accelerated Processing
- 4.1.28. April 2024
  - 4.1.28.1. Meta Llama 3 Optimized for Intel Gaudi, Xeon, Core Ultra, and Arc
- 4.1.29. April 2024
  - 4.1.29.1. Intel Builds World's Largest Neuromorphic System
- 4.1.30. April 2024
  - 4.1.30.1. Dell Technologies and Northwestern Medicine Develop Multimodal LLM for Patient Care
- 4.1.31. April 2024
  - 4.1.31.1. Kalray Announces the Launch of TURBOCARD4
- 4.1.32. March 2024
  - 4.1.32.1. Orange Business and LightOn Partner to launch new Offering
- 4.1.33. March 2024
  - 4.1.33.1. AMD and Sony Semiconductor Solutions Join Forces for LiDAR solution
- 4.1.34. March 2024
  - 4.1.34.1. Dell Technologies Announces Partnership with CrowdStrike
- 4.1.35. February 2024
  - 4.1.35.1. Dell Technologies and Subaru Collaborate for Driver Safety
- 4.1.36. February 2024
  - 4.1.36.1. Intel Launches New FPGA Company, Altera
- 4.1.37. February 2024
  - 4.1.37.1. Intel and Ohio Supercomputer Center Introduce Cardinal
- 4.1.38. February 2024
  - 4.1.38.1. JR Kyushu Uses AMD Kria(TM) K26 System-on-Module for AI Track Inspection
4.2. Recent Major Product Launches by the Market Leaders

5. GLOBAL MARKET OVERVIEW

5.1. Global Artificial Intelligence (AI) Hardware Market Overview by Type
- 5.1.1. Artificial Intelligence (AI) Hardware Type Market Overview by Global Region
  - 5.1.1.1. Processors
  - 5.1.1.2. Network
  - 5.1.1.3. Memory
  - 5.1.1.4. Storage
5.2. Global Artificial Intelligence (AI) Hardware Market Overview by Application
- 5.2.1. Artificial Intelligence (AI) Hardware Applications Market Overview by Global Region
  - 5.2.1.1. Machine Learning
  - 5.2.1.2. Computer Vision
  - 5.2.1.3. Natural Language Processing
  - 5.2.1.4. Expert Systems
5.3. Global Artificial Intelligence (AI) Hardware Market Overview by Industry Sector
- 5.3.1. Artificial Intelligence (AI) Hardware in Industry Sector Market Overview by Global Region
  - 5.3.1.1. IT & Telecommunications
  - 5.3.1.2. BFSI
  - 5.3.1.3. Healthcare
  - 5.3.1.4. Retail
  - 5.3.1.5. Automotive
  - 5.3.1.6. Other Industry Sectors

PART B: REGIONAL MARKET PERSPECTIVE

REGIONAL MARKET OVERVIEW

6. NORTH AMERICA

6.1. North American AI Hardware Market Overview by Geographic Region
6.2. North American AI Hardware Market Overview by Type
6.3. North American AI Hardware Market Overview by Application
6.4. North American AI Hardware Market Overview by Industry Sector
6.5. Country-wise Analysis of North American AI Hardware Market
- 6.5.1. THE UNITED STATES
  - 6.5.1.1. United States AI Hardware Market Overview by Type
  - 6.5.1.2. United States AI Hardware Market Overview by Application
  - 6.5.1.3. United States AI Hardware Market Overview by Industry Sector
- 6.5.2. CANADA
  - 6.5.2.1. Canadian AI Hardware Market Overview by Type
  - 6.5.2.2. Canadian AI Hardware Market Overview by Application
  - 6.5.2.3. Canadian AI Hardware Market Overview by Industry Sector
- 6.5.3. MEXICO
  - 6.5.3.1. Mexican AI Hardware Market Overview by Type
  - 6.5.3.2. Mexican AI Hardware Market Overview by Application
  - 6.5.3.3. Mexican AI Hardware Market Overview by Industry Sector

7. EUROPE

7.1. European AI Hardware Market Overview by Geographic Region
7.2. European AI Hardware Market Overview by Type
7.3. European AI Hardware Market Overview by Application
7.4. European AI Hardware Market Overview by Industry Sector
7.5. Country-wise Analysis of European AI Hardware Market
- 7.5.1. GERMANY
  - 7.5.1.1. German AI Hardware Market Overview by Type
  - 7.5.1.2. German AI Hardware Market Overview by Application
  - 7.5.1.3. German AI Hardware Market Overview by Industry Sector
- 7.5.2. THE UNITED KINGDOM
  - 7.5.2.1. United Kingdom AI Hardware Market Overview by Type
  - 7.5.2.2. United Kingdom AI Hardware Market Overview by Application
  - 7.5.2.3. United Kingdom AI Hardware Market Overview by Industry Sector
- 7.5.3. FRANCE
  - 7.5.3.1. French AI Hardware Market Overview by Type
  - 7.5.3.2. French AI Hardware Market Overview by Application
  - 7.5.3.3. French AI Hardware Market Overview by Industry Sector
- 7.5.4. ITALY
  - 7.5.4.1. Italian AI Hardware Market Overview by Type
  - 7.5.4.2. Italian AI Hardware Market Overview by Application
  - 7.5.4.3. Italian AI Hardware Market Overview by Industry Sector
- 7.5.5. THE NETHERLANDS
  - 7.5.5.1. Dutch AI Hardware Market Overview by Type
  - 7.5.5.2. Dutch AI Hardware Market Overview by Application
  - 7.5.5.3. Dutch AI Hardware Market Overview by Industry Sector
- 7.5.6. SPAIN
  - 7.5.6.1. Spanish AI Hardware Market Overview by Type
  - 7.5.6.2. Spanish AI Hardware Market Overview by Application
  - 7.5.6.3. Spanish AI Hardware Market Overview by Industry Sector
- 7.5.7. RUSSIA
  - 7.5.7.1. Russian AI Hardware Market Overview by Type
  - 7.5.7.2. Russian AI Hardware Market Overview by Application
  - 7.5.7.3. Russian AI Hardware Market Overview by Industry Sector
- 7.5.8. SWITZERLAND
  - 7.5.8.1. Swiss AI Hardware Market Overview by Type
  - 7.5.8.2. Swiss AI Hardware Market Overview by Application
  - 7.5.8.3. Swiss AI Hardware Market Overview by Industry Sector
- 7.5.9. REST OF EUROPE
  - 7.5.9.1. Rest of Europe AI Hardware Market Overview by Type
  - 7.5.9.2. Rest of Europe AI Hardware Market Overview by Application
  - 7.5.9.3. Rest of Europe AI Hardware Market Overview by Industry Sector

8. ASIA-PACIFIC

8.1. Asia-Pacific AI Hardware Market Overview by Geographic Region
8.2. Asia-Pacific AI Hardware Market Overview by Type
8.3. Asia-Pacific AI Hardware Market Overview by Application
8.4. Asia-Pacific AI Hardware Market Overview by Industry Sector
8.5. Country-wise Analysis of Asia-Pacific AI Hardware Market
- 8.5.1. CHINA
  - 8.5.1.1. Chinese AI Hardware Market Overview by Type
  - 8.5.1.2. Chinese AI Hardware Market Overview by Application
  - 8.5.1.3. Chinese AI Hardware Market Overview by Industry Sector
- 8.5.2. JAPAN
  - 8.5.2.1. Japanese AI Hardware Market Overview by Type
  - 8.5.2.2. Japanese AI Hardware Market Overview by Application
  - 8.5.2.3. Japanese AI Hardware Market Overview by Industry Sector
- 8.5.3. INDIA
  - 8.5.3.1. Indian AI Hardware Market Overview by Type
  - 8.5.3.2. Indian AI Hardware Market Overview by Application
  - 8.5.3.3. Indian AI Hardware Market Overview by Industry Sector
- 8.5.4. AUSTRALIA
  - 8.5.4.1. Australia AI Hardware Market Overview by Type
  - 8.5.4.2. Australia AI Hardware Market Overview by Application
  - 8.5.4.3. Australia AI Hardware Market Overview by Industry Sector
- 8.5.5. SINGAPORE
  - 8.5.5.1. Singaporean AI Hardware Market Overview by Type
  - 8.5.5.2. Singaporean AI Hardware Market Overview by Application
  - 8.5.5.3. Singaporean AI Hardware Market Overview by Industry Sector
- 8.5.6. SOUTH KOREA
  - 8.5.6.1. South Korean AI Hardware Market Overview by Type
  - 8.5.6.2. South Korean AI Hardware Market Overview by Application
  - 8.5.6.3. South Korean AI Hardware Market Overview by Industry Sector
- 8.5.7. REST OF ASIA-PACIFIC
  - 8.5.7.1. Rest of Asia-Pacific AI Hardware Market Overview by Type
  - 8.5.7.2. Rest of Asia-Pacific AI Hardware Market Overview by Application
  - 8.5.7.3. Rest of Asia-Pacific AI Hardware Market Overview by Industry Sector

9. SOUTH AMERICA

9.1. South American AI Hardware Market Overview by Geographic Region
9.2. South American AI Hardware Market Overview by Type
9.3. South American AI Hardware Market Overview by Application
9.4. South American AI Hardware Market Overview by Industry Sector
9.5. Country-wise Analysis of South American AI Hardware Market
- 9.5.1. BRAZIL
  - 9.5.1.1. Brazilian AI Hardware Market Overview by Type
  - 9.5.1.2. Brazilian AI Hardware Market Overview by Application
  - 9.5.1.3. Brazilian AI Hardware Market Overview by Industry Sector
- 9.5.2. ARGENTINA
  - 9.5.2.1. Argentine AI Hardware Market Overview by Type
  - 9.5.2.2. Argentine AI Hardware Market Overview by Application
  - 9.5.2.3. Argentine AI Hardware Market Overview by Industry Sector
- 9.5.3. COLOMBIA
  - 9.5.3.1. Colombia AI Hardware Market Overview by Type
  - 9.5.3.2. Colombia AI Hardware Market Overview by Application
  - 9.5.3.3. Colombia AI Hardware Market Overview by Industry Sector
- 9.5.4. CHILE
  - 9.5.4.1. Chilean AI Hardware Market Overview by Type
  - 9.5.4.2. Chilean AI Hardware Market Overview by Application
  - 9.5.4.3. Chilean AI Hardware Market Overview by Industry Sector
- 9.5.5. PERU
  - 9.5.5.1. Peru AI Hardware Market Overview by Type
  - 9.5.5.2. Peru AI Hardware Market Overview by Application
  - 9.5.5.3. Peru AI Hardware Market Overview by Industry Sector
- 9.5.6. REST OF SOUTH AMERICA
  - 9.5.6.1. Rest of South America AI Hardware Market Overview by Type
  - 9.5.6.2. Rest of South America AI Hardware Market Overview by Application
  - 9.5.6.3. Rest of South America AI Hardware Market Overview by Industry Sector

10. MIDDLE EAST & AFRICA

10.1. Middle East & Africa AI Hardware Market Overview by Geographic Region
10.2. Middle East & Africa AI Hardware Market Overview by Type
10.3. Middle East & Africa AI Hardware Market Overview by Application
10.4. Middle East & Africa AI Hardware Market Overview by Industry Sector
10.5. Country-wise Analysis of Middle East & Africa AI Hardware Market
- 10.5.1. UNITED ARAB EMIRATES
  - 10.5.1.1. United Arab Emirates AI Hardware Market Overview by Type
  - 10.5.1.2. United Arab Emirates AI Hardware Market Overview by Application
  - 10.5.1.3. United Arab Emirates AI Hardware Market Overview by Industry Sector
- 10.5.2. SOUTH AFRICA
  - 10.5.2.1. South African AI Hardware Market Overview by Type
  - 10.5.2.2. South African AI Hardware Market Overview by Application
  - 10.5.2.3. South African AI Hardware Market Overview by Industry Sector
- 10.5.3. EGYPT
  - 10.5.3.1. Egypt AI Hardware Market Overview by Type
  - 10.5.3.2. Egypt AI Hardware Market Overview by Application
  - 10.5.3.3. Egypt AI Hardware Market Overview by Industry Sector
- 10.5.4. SAUDI ARABIA
  - 10.5.4.1. Saudi Arabian AI Hardware Market Overview by Type
  - 10.5.4.2. Saudi Arabian AI Hardware Market Overview by Application
  - 10.5.4.3. Saudi Arabian AI Hardware Market Overview by Industry Sector
- 10.5.5. MOROCCO
  - 10.5.5.1. Morocco AI Hardware Market Overview by Type
  - 10.5.5.2. Morocco AI Hardware Market Overview by Application
  - 10.5.5.3. Morocco AI Hardware Market Overview by Industry Sector
- 10.5.6. KUWAIT
  - 10.5.6.1. Kuwait AI Hardware Market Overview by Type
  - 10.5.6.2. Kuwait AI Hardware Market Overview by Application
  - 10.5.6.3. Kuwait AI Hardware Market Overview by Industry Sector
- 10.5.7. QATAR
  - 10.5.7.1. Qatar AI Hardware Market Overview by Type
  - 10.5.7.2. Qatar AI Hardware Market Overview by Application
  - 10.5.7.3. Qatar AI Hardware Market Overview by Industry Sector
- 10.5.8. REST OF MIDDLE EAST & AFRICA
  - 10.5.8.1. Rest of Middle East & Africa AI Hardware Market Overview by Type
  - 10.5.8.2. Rest of Middle East & Africa AI Hardware Market Overview by Application
  - 10.5.8.3. Rest of Middle East & Africa AI Hardware Market Overview by Industry Sector

PART C: GUIDE TO THE INDUSTRY

1. NORTH AMERICA
2. EUROPE
3. ASIA-PACIFIC
4. REST OF WORLD

PART D: ANNEXURE

1. RESEARCH METHODOLOGY
2. FEEDBACK

Charts & Graphs

PART A: GLOBAL MARKET PERSPECTIVE

Chart 1: Global Artificial Intelligence (AI) Hardware Market (2024 & 2030) by Geographic Region
Chart 2: Global Artificial Intelligence (AI) Hardware Market (2024 & 2030) by Type
Chart 3: Global Artificial Intelligence (AI) Hardware Market (2024 & 2030) by Application
Chart 4: Global Artificial Intelligence (AI) Hardware Market (2024 & 2030) by Industry Sector
Chart 5: Global Artificial Intelligence (AI) Hardware Market Share (2024) by Hardware Type
Chart 6: Global Artificial Intelligence (AI) Hardware Market Share (2024) by Key Player

GLOBAL MARKET OVERVIEW

Chart 7: Global AI Hardware Market Analysis (2021-2030) in US$ Million
Chart 8: Global AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 9: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 10: Global AI Processors Market Analysis (2021-2030) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 11: Glance at 2021, 2024 and 2030 Global AI Processors Market Share (%) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 12: Global Network AI Hardware Market Analysis (2021-2030) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 13: Glance at 2021, 2024 and 2030 Global Network AI Hardware Market Share (%) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 14: Global AI Memory Hardware Market Analysis (2021-2030) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 15: Glance at 2021, 2024 and 2030 Global AI Memory Hardware Market Share (%) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 16: Global AI Storage Hardware Market Analysis (2021-2030) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 17: Glance at 2021, 2024 and 2030 Global AI Storage Hardware Market Share (%) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 18: Global AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 19: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 20: Global AI Hardware Market Analysis (2021-2030) in Machine Learning Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 21: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Machine Learning Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 22: Global AI Hardware Market Analysis (2021-2030) in Computer Vision Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 23: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Computer Vision Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 24: Global AI Hardware Market Analysis (2021-2030) in Natural Language Processing Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 25: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Natural Language Processing Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 26: Global AI Hardware Market Analysis (2021-2030) in Expert Systems Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 27: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Expert Systems Applications by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 28: Global AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 29: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others
Chart 30: Global AI Hardware Market Analysis (2021-2030) in IT & Telecommunications Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 31: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in IT & Telecommunications Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 32: Global AI Hardware Market Analysis (2021-2030) in BFSI Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 33: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in BFSI Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 34: Global AI Hardware Market Analysis (2021-2030) in Healthcare Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 35: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Healthcare Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 36: Global AI Hardware Market Analysis (2021-2030) in Retail Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 37: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Retail Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 38: Global AI Hardware Market Analysis (2021-2030) in Automotive Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 39: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Automotive Sector by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa
Chart 40: Global AI Hardware Market Analysis (2021-2030) in Other Industry Sectors by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 41: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) in Other Industry Sectors by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa

PART B: REGIONAL MARKET PERSPECTIVE

Chart 42: Global AI Hardware Market Analysis (2021-2030) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa in US$ Million
Chart 43: Glance at 2021, 2024 and 2030 Global AI Hardware Market Share (%) by Geographic Region - North America, Europe, Asia-Pacific, South America and Middle East & Africa

REGIONAL MARKET OVERVIEW

NORTH AMERICA

Chart 44: North American AI Hardware Market Analysis (2021-2030) in US$ Million
Chart 45: North American AI Hardware Market Analysis (2021-2030) by Geographic Region - United States, Canada and Mexico in US$ Million
Chart 46: Glance at 2021, 2024 and 2030 North American AI Hardware Market Share (%) by Geographic Region - United States, Canada and Mexico
Chart 47: North American AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 48: Glance at 2021, 2024 and 2030 North American AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 49: North American AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 50: Glance at 2021, 2024 and 2030 North American AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 51: North American AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 52: Glance at 2021, 2024 and 2030 North American AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

THE UNITED STATES

Chart 53: United States AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 54: Glance at 2021, 2024 and 2030 United States AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 55: United States AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 56: Glance at 2021, 2024 and 2030 United States AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 57: United States AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 58: Glance at 2021, 2024 and 2030 United States AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

CANADA

Chart 59: Canadian AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 60: Glance at 2021, 2024 and 2030 Canadian AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 61: Canadian AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 62: Glance at 2021, 2024 and 2030 Canadian AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 63: Canadian AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 64: Glance at 2021, 2024 and 2030 Canadian AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

MEXICO

Chart 65: Mexican AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 66: Glance at 2021, 2024 and 2030 Mexican AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 67: Mexican AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 68: Glance at 2021, 2024 and 2030 Mexican AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 69: Mexican AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 70: Glance at 2021, 2024 and 2030 Mexican AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

EUROPE

Chart 71: European AI Hardware Market Analysis (2021-2030) in US$ Million
Chart 72: European AI Hardware Market Analysis (2021-2030) by Geographic Region - Germany, United Kingdom, France, Italy, Netherlands, Spain, Russia, Switzerland and Rest of Europe in US$ Million
Chart 73: Glance at 2021, 2024 and 2030 European AI Hardware Market Share (%) by Geographic Region - Germany, United Kingdom, France, Italy, Netherlands, Spain, Russia, Switzerland and Rest of Europe
Chart 74: European AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 75: Glance at 2021, 2024 and 2030 European AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 76: European AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 77: Glance at 2021, 2024 and 2030 European AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 78: European AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 79: Glance at 2021, 2024 and 2030 European AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

GERMANY

Chart 80: German AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 81: Glance at 2021, 2024 and 2030 German AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 82: German AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 83: Glance at 2021, 2024 and 2030 German AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 84: German AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 85: Glance at 2021, 2024 and 2030 German AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

THE UNITED KINGDOM

Chart 86: United Kingdom AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 87: Glance at 2021, 2024 and 2030 United Kingdom AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 88: United Kingdom AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 89: Glance at 2021, 2024 and 2030 United Kingdom AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 90: United Kingdom AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 91: Glance at 2021, 2024 and 2030 United Kingdom AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

FRANCE

Chart 92: French AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 93: Glance at 2021, 2024 and 2030 French AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 94: French AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 95: Glance at 2021, 2024 and 2030 French AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 96: French AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 97: Glance at 2021, 2024 and 2030 French AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

ITALY

Chart 98: Italian AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 99: Glance at 2021, 2024 and 2030 Italian AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 100: Italian AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 101: Glance at 2021, 2024 and 2030 Italian AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 102: Italian AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 103: Glance at 2021, 2024 and 2030 Italian AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

THE NETHERLANDS

Chart 104: Dutch AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 105: Glance at 2021, 2024 and 2030 Dutch AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 106: Dutch AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 107: Glance at 2021, 2024 and 2030 Dutch AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 108: Dutch AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 109: Glance at 2021, 2024 and 2030 Dutch AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SPAIN

Chart 110: Spanish AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 111: Glance at 2021, 2024 and 2030 Spanish AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 112: Spanish AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 113: Glance at 2021, 2024 and 2030 Spanish AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 114: Spanish AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 115: Glance at 2021, 2024 and 2030 Spanish AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

RUSSIA

Chart 116: Russian AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 117: Glance at 2021, 2024 and 2030 Russian AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 118: Russian AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 119: Glance at 2021, 2024 and 2030 Russian AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 120: Russian AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 121: Glance at 2021, 2024 and 2030 Russian AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SWITZERLAND

Chart 122: Swiss AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 123: Glance at 2021, 2024 and 2030 Swiss AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 124: Swiss AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 125: Glance at 2021, 2024 and 2030 Swiss AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 126: Swiss AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 127: Glance at 2021, 2024 and 2030 Swiss AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

REST OF EUROPE

Chart 128: Rest of Europe AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 129: Glance at 2021, 2024 and 2030 Rest of Europe AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 130: Rest of Europe AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 131: Glance at 2021, 2024 and 2030 Rest of Europe AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 132: Rest of Europe AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 133: Glance at 2021, 2024 and 2030 Rest of Europe AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

ASIA-PACIFIC

Chart 134: Asia-Pacific AI Hardware Market Analysis (2021-2030) in US$ Million
Chart 135: Asia-Pacific AI Hardware Market Analysis (2021-2030) by Geographic Region - China, Japan, India, Australia, Singapore, South Korea and Rest of Asia-Pacific in US$ Million
Chart 136: Glance at 2021, 2024 and 2030 Asia-Pacific AI Hardware Market Share (%) by Geographic Region - China, Japan, India, Australia, Singapore, South Korea and Rest of Asia-Pacific
Chart 137: Asia-Pacific AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 138: Glance at 2021, 2024 and 2030 Asia-Pacific AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 139: Asia-Pacific AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 140: Glance at 2021, 2024 and 2030 Asia-Pacific AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 141: Asia-Pacific AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 142: Glance at 2021, 2024 and 2030 Asia-Pacific AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

CHINA

Chart 143: Chinese AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 144: Glance at 2021, 2024 and 2030 Chinese AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 145: Chinese AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 146: Glance at 2021, 2024 and 2030 Chinese AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 147: Chinese AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 148: Glance at 2021, 2024 and 2030 Chinese AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

JAPAN

Chart 149: Japanese AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 150: Glance at 2021, 2024 and 2030 Japanese AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 151: Japanese AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 152: Glance at 2021, 2024 and 2030 Japanese AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 153: Japanese AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 154: Glance at 2021, 2024 and 2030 Japanese AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

INDIA

Chart 155: Indian AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 156: Glance at 2021, 2024 and 2030 Indian AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 157: Indian AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 158: Glance at 2021, 2024 and 2030 Indian AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 159: Indian AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 160: Glance at 2021, 2024 and 2030 Indian AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

AUSTRALIA

Chart 161: Australia AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 162: Glance at 2021, 2024 and 2030 Australia AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 163: Australia AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 164: Glance at 2021, 2024 and 2030 Australia AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 165: Australia AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 166: Glance at 2021, 2024 and 2030 Australia AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SINGAPORE

Chart 167: Singaporean AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 168: Glance at 2021, 2024 and 2030 Singaporean AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 169: Singaporean AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 170: Glance at 2021, 2024 and 2030 Singaporean AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 171: Singaporean AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 172: Glance at 2021, 2024 and 2030 Singaporean AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SOUTH KOREA

Chart 173: South Korean AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 174: Glance at 2021, 2024 and 2030 South Korean AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 175: South Korean AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 176: Glance at 2021, 2024 and 2030 South Korean AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 177: South Korean AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 178: Glance at 2021, 2024 and 2030 South Korean AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

REST OF ASIA-PACIFIC

Chart 179: Rest of Asia-Pacific AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 180: Glance at 2021, 2024 and 2030 Rest of Asia-Pacific AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 181: Rest of Asia-Pacific AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 182: Glance at 2021, 2024 and 2030 Rest of Asia-Pacific AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 183: Rest of Asia-Pacific AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 184: Glance at 2021, 2024 and 2030 Rest of Asia-Pacific AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SOUTH AMERICA

Chart 185: South American AI Hardware Market Analysis (2021-2030) in US$ Million
Chart 186: South American AI Hardware Market Analysis (2021-2030) by Geographic Region - Brazil, Argentina, Colombia, Chile, Peru and Rest of South America in US$ Million
Chart 187: Glance at 2021, 2024 and 2030 South American AI Hardware Market Share (%) by Geographic Region - Brazil, Argentina, Colombia, Chile, Peru and Rest of South America
Chart 188: South American AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 189: Glance at 2021, 2024 and 2030 South American AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 190: South American AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 191: Glance at 2021, 2024 and 2030 South American AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 192: South American AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 193: Glance at 2021, 2024 and 2030 South American AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

BRAZIL

Chart 194: Brazilian AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 195: Glance at 2021, 2024 and 2030 Brazilian AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 196: Brazilian AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 197: Glance at 2021, 2024 and 2030 Brazilian AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 198: Brazilian AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 199: Glance at 2021, 2024 and 2030 Brazilian AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

ARGENTINA

Chart 200: Argentine AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 201: Glance at 2021, 2024 and 2030 Argentine AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 202: Argentine AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 203: Glance at 2021, 2024 and 2030 Argentine AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 204: Argentine AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 205: Glance at 2021, 2024 and 2030 Argentine AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

COLOMBIA

Chart 206: Colombia AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 207: Glance at 2021, 2024 and 2030 Colombia AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 208: Colombia AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 209: Glance at 2021, 2024 and 2030 Colombia AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 210: Colombia AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 211: Glance at 2021, 2024 and 2030 Colombia AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

CHILE

Chart 212: Chilean AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 213: Glance at 2021, 2024 and 2030 Chilean AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 214: Chilean AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 215: Glance at 2021, 2024 and 2030 Chilean AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 216: Chilean AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 217: Glance at 2021, 2024 and 2030 Chilean AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

PERU

Chart 218: Peru AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 219: Glance at 2021, 2024 and 2030 Peru AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 220: Peru AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 221: Glance at 2021, 2024 and 2030 Peru AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 222: Peru AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 223: Glance at 2021, 2024 and 2030 Peru AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

REST OF SOUTH AMERICA

Chart 224: Rest of South America AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 225: Glance at 2021, 2024 and 2030 Rest of South America AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 226: Rest of South America AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 227: Glance at 2021, 2024 and 2030 Rest of South America AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 228: Rest of South America AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 229: Glance at 2021, 2024 and 2030 Rest of South America AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

MIDDLE EAST & AFRICA

Chart 230: Middle East & Africa AI Hardware Market Analysis (2021-2030) in US$ Million
Chart 231: Middle East & Africa AI Hardware Market Analysis (2021-2030) by Geographic Region - United Arab Emirates, South Africa, Egypt, Saudi Arabia, Morocco, Kuwait, Qatar and Rest of Middle East & Africa in US$ Million
Chart 232: Glance at 2021, 2024 and 2030 Middle East & Africa AI Hardware Market Share (%) by Geographic Region - United Arab Emirates, South Africa, Egypt, Saudi Arabia, Morocco, Kuwait, Qatar and Rest of Middle East & Africa
Chart 233: Middle East & Africa AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 234: Glance at 2021, 2024 and 2030 Middle East & Africa AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 235: Middle East & Africa AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 236: Glance at 2021, 2024 and 2030 Middle East & Africa AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 237: Middle East & Africa AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 238: Glance at 2021, 2024 and 2030 Middle East & Africa AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

UNITED ARAB EMIRATES

Chart 239: United Arab Emirates AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 240: Glance at 2021, 2024 and 2030 United Arab Emirates AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 241: United Arab Emirates AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 242: Glance at 2021, 2024 and 2030 United Arab Emirates AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 243: United Arab Emirates AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 244: Glance at 2021, 2024 and 2030 United Arab Emirates AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SOUTH AFRICA

Chart 245: South African AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 246: Glance at 2021, 2024 and 2030 South African AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 247: South African AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 248: Glance at 2021, 2024 and 2030 South African AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 249: South African AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 250: Glance at 2021, 2024 and 2030 South African AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

EGYPT

Chart 251: Egypt AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 252: Glance at 2021, 2024 and 2030 Egypt AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 253: Egypt AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 254: Glance at 2021, 2024 and 2030 Egypt AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 255: Egypt AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 256: Glance at 2021, 2024 and 2030 Egypt AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

SAUDI ARABIA

Chart 257: Saudi Arabian AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 258: Glance at 2021, 2024 and 2030 Saudi Arabian AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 259: Saudi Arabian AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 260: Glance at 2021, 2024 and 2030 Saudi Arabian AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 261: Saudi Arabian AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 262: Glance at 2021, 2024 and 2030 Saudi Arabian AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

MOROCCO

Chart 263: Morocco AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 264: Glance at 2021, 2024 and 2030 Morocco AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 265: Morocco AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 266: Glance at 2021, 2024 and 2030 Morocco AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 267: Morocco AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 268: Glance at 2021, 2024 and 2030 Morocco AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

KUWAIT

Chart 269: Kuwait AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 270: Glance at 2021, 2024 and 2030 Kuwait AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 271: Kuwait AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 272: Glance at 2021, 2024 and 2030 Kuwait AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 273: Kuwait AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 274: Glance at 2021, 2024 and 2030 Kuwait AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

QATAR

Chart 275: Qatar AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 276: Glance at 2021, 2024 and 2030 Qatar AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 277: Qatar AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 278: Glance at 2021, 2024 and 2030 Qatar AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 279: Qatar AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 280: Glance at 2021, 2024 and 2030 Qatar AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

REST OF MIDDLE EAST & AFRICA

Chart 281: Rest of Middle East & Africa AI Hardware Market Analysis (2021-2030) by Type - Processors, Network, Memory and Storage in US$ Million
Chart 282: Glance at 2021, 2024 and 2030 Rest of Middle East & Africa AI Hardware Market Share (%) by Type - Processors, Network, Memory and Storage
Chart 283: Rest of Middle East & Africa AI Hardware Market Analysis (2021-2030) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems in US$ Million
Chart 284: Glance at 2021, 2024 and 2030 Rest of Middle East & Africa AI Hardware Market Share (%) by Application - Machine Learning, Computer Vision, Natural Language Processing and Expert Systems
Chart 285: Rest of Middle East & Africa AI Hardware Market Analysis (2021-2030) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others in US$ Million
Chart 286: Glance at 2021, 2024 and 2030 Rest of Middle East & Africa AI Hardware Market Share (%) by Industry Sector - IT & Telecommunications, BFSI, Healthcare, Retail, Automotive and Others

Tables

Table 1: Trending of AI Hardware for Various Applications by Industry Sector
Table 2: Global Artificial Intelligence (AI) Hardware Market - Porter's Five Forces Analysis
Table 3: Global Artificial Intelligence (AI) Hardware Market - PESTEL Analysis
Table 4: Major Stages in the Supply Chain of Artificial Intelligence (AI) Hardware Industry
Table 5: Supply Chain Analysis of Artificial Intelligence (AI) Hardware Industry by Region
Table 6: Global AI Hardware Market - SWOT Analysis of Market Leaders
Table 7: Product Launches by the Market Leaders

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人工智慧（AI）硬体全球市场－按类型、应用、产业部门

Global Artificial Intelligence (AI) Hardware Market - Types, Applications and Industry Sectors

人工智慧（AI）硬体市场的趋势与展望

资讯图表

AI硬体市场分析（按地区）

AI硬体市场分析（按类型）

AI硬体市场分析（按应用）

AI硬体市场分析（按行业）

人工智慧（AI）硬体市场研究范围

按地区划分的人工智慧 (AI) 硬体市场

以硬体类型划分的人工智慧 (AI) 硬体市场

按应用类型划分的人工智慧 (AI) 硬体市场

按行业划分的人工智慧 (AI) 硬体市场

主要市场参与者:

目录

A 部分：全球市场展望

第 1 章执行摘要

第二章 产业状况

第三章 竞争格局

第四章 关键业务与产品趋势

第五章 全球市场概况

B 部分：区域市场展望

区域市场概览

第六章 北美

第七章 欧洲

第八章 亚太地区

第九章 南美洲

第十章 中东和非洲

C 部分：行业指南

D 部分：附录

图表和图形

A 部分：全球市场展望

全球市场概览

B 部分：区域市场展望

各地区市场概况

北美

美国

加拿大

墨西哥

欧洲

德国

英国

法国

义大利

荷兰

西班牙

俄罗斯

瑞士

欧洲其他地区

亚太地区

中国

日本

印度

澳洲

新加坡

韩国

其他亚太地区

南美洲

巴西

阿根廷

哥伦比亚

智利

秘鲁

其他南美洲地区

中东和非洲

阿拉伯联合大公国

南非

埃及

沙乌地阿拉伯

摩洛哥

科威特

卡达

其他中东及非洲地区

Artificial Intelligence (AI) Hardware Market Trends and Outlook

INFOGRAPHICS

AI Hardware Regional Market Analysis

AI Hardware Market Analysis by Type

AI Hardware Market Analysis by Application

AI Hardware Market Analysis by Industry Sector

Artificial Intelligence (AI) Hardware Market Report Scope

第二章产业状况

第三章竞争格局

第四章关键业务与产品趋势

第五章全球市场概况

第六章北美

第七章欧洲

第八章亚太地区

第九章南美洲

第十章中东和非洲