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市场调查报告书
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人工智慧基础设施市场：按产品、部署和最终用户划分 - 2025-2030 年全球预测

AI Infrastructure Market by Offering (Hardware, Services, Software), Deployment (On-Cloud, On-Premise), End-Users - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 198 Pages | 商品交期: 最快1-2个工作天内

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2023年AI基础设施市场规模预计为365.2亿美元，预计2024年将达到451.1亿美元，复合年增长率为24.08%，到2030年将达到1654亿美元。

人工智慧基础设施包括支援人工智慧应用的硬体和软体系统、网路、资料储存和运算资源的全面设置。对人工智慧基础设施的需求是由各个领域越来越多地采用人工智慧以及高效处理大量资料对高效能运算能力的需求所推动的。人工智慧在医疗保健、汽车、金融和製造等多个行业都有应用，可以推动产品开发创新、提高业务效率并改善客户体验。最终用途正在扩展到希望透过利用人工智慧进行富有洞察力的资料分析、即时决策和日常业务自动化来加速数位转型之旅的企业。

主要市场统计
基准年[2023] 365.2亿美元
预测年份 [2024] 451.1亿美元
预测年份 [2030] 1,654亿美元
复合年增长率（%） 24.08%

市场成长受到人工智慧硬体技术进步、人工智慧与云端运算的整合以及中小企业越来越多地采用人工智慧的影响。此外，政府支持人工智慧研究和开发的努力也进一步支持了这一成长。新的机会存在，并在开发节能和可扩展的人工智慧基础设施解决方案方面呈现出巨大的投资潜力，以满足永续性和脱碳需求。为了利用这些机会，企业应该透过在人工智慧晶片组、边缘运算和量子运算技术方面的伙伴关係、收购和持续创新，并专注于加强其人工智慧能力。

然而，AI基础设施市场面临初始资本投入高、AI系统实施复杂、缺乏管理AI技术的技能等限制。这些挑战需要製定强而有力的人才招募和培训计画策略，以充分发挥人工智慧的潜力。此外，人工智慧主导的网路安全创新旨在保护敏感资料并解决围绕人工智慧使用的道德问题，这对于永续成长至关重要。自主系统、神经符号人工智慧和人工智慧可解释性等研究领域可以提供有关如何使人工智慧更广泛适用和易于理解的见解，从而为您的业务带来进一步成长。市场动态是充满活力和竞争的，快速的技术进步为新进业者和商机铺平了道路，凸显了商务策略中敏捷性和远见的重要性。

市场动态：揭示快速发展的人工智慧基础设施市场的关键市场洞察

供需的动态相互作用正在改变人工智慧基础设施市场。透过了解这些不断变化的市场动态，公司可以准备好做出明智的投资决策、完善策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时消费行为及其对製造成本的影响以及对采购趋势的影响。

  • 市场驱动因素
    • 处理大型资料集集需要高效能运算平台
    • 政府推动智慧製造和工业4.0装备的倡议
    • 全球边缘到云端人工智慧基础设施的崛起
  • 市场限制因素
    • 设计、部署和维护人工智慧基础架构的复杂性
  • 市场机会
    • 人工智慧基础设施的新技术整合和进步
    • AI基础架构中的新5G网路部署
  • 市场问题
    • 容易遭受网路攻击和资料外洩

波特五力：驾驭人工智慧基础设施市场的策略工具

波特五力框架是了解人工智慧基础设施市场竞争格局的重要工具。波特的五力框架描述了评估公司竞争和探索策略机会的清晰方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势、解决弱点并避免潜在的挑战，以确保更强大的市场地位。

PESTLE分析：了解AI基础设施市场的外部影响

外部宏观环境因素在塑造人工智慧基础设施市场的绩效动态发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并为他们做出积极主动的决策做好准备。

市场占有率分析：了解AI基础设施市场的竞争格局

人工智慧基础设施市场的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、细分和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV定位矩阵：AI基础设施市场厂商绩效评估

FPNV定位矩阵是评估AI基础设施市场供应商的重要工具。此矩阵允许业务组织根据供应商的商务策略和产品满意度评估供应商，从而做出符合其目标的明智决策。四个象限清楚且准确地划分供应商，帮助使用者辨识最能满足其策略目标的合作伙伴和解决方案。

该报告提供了涵盖关键焦点细分市场的全面市场分析。

1. 市场渗透率：对当前市场环境的详细回顾，包括行业主要企业的大量资料。

2. 市场开拓：辨识新兴市场的成长机会，评估现有细分市场的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策。

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品和地区提供最佳投资机会？

3.塑造市场的关键技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 处理大型资料集集需要高效能运算平台
      • 政府推动智慧製造和工业4.0设施的倡议
      • 边缘到云的兴起
    • 抑制因素
      • 设计、部署和维护人工智慧基础架构的复杂性
    • 机会
      • 人工智慧基础设施新技术的融合与进步
      • 5G网路在AI基础设施中的部署
    • 任务
      • 容易遭受网路攻击和资料外洩
  • 市场区隔分析
    • 产品：满足人工智慧生态系统特定需求的创新解决方案和服务
    • 部署：提高云端基础的人工智慧基础架构的利用率，并专注于人工智慧服务的敏捷性和快速部署
    • 最终用户：企业和政府机构更多地采用人工智慧基础设施
  • 波特五力分析
  • PESTEL分析
    • 政治
    • 经济
    • 社会
    • 科技
    • 法律
    • 环境

第六章人工智慧基础设施市场：依产品分类

  • 介绍
  • 硬体
    • CPU和GPU
    • 记忆体和储存
    • 网路装置
  • 服务
    • 资料摄取和集成
    • 资料预处理和特征工程
    • 资料储存和管理
    • 机器学习框架和函式库
    • 部署和服务模型
    • 模型训练和检验
    • 监控与维护
    • 安全性和合规性
  • 软体

第七章人工智慧基础设施市场：按部署

  • 介绍
  • 云
  • 本地

第八章人工智慧基础设施市场：按最终用户划分

  • 介绍
  • 云端服务供应商
  • 公司
  • 政府

第九章 美洲人工智慧基础设施市场

  • 介绍
  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十章亚太人工智慧基础设施市场

  • 介绍
  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十一章 欧洲、中东和非洲人工智慧基础设施市场

  • 介绍
  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争场景分析
    • 沙乌地阿拉伯与中国合作建立基于阿拉伯语的人工智慧系统
    • AMD 收购开放原始码AI 软体专家 Nod.ai
    • SambaNova 推出 SN40L 为全端人工智慧平台提供支援
    • 安永投资14亿美元宣布推出人工智慧平台EY.ai
    • 伙伴关係使阿联酋成为世界上第一个人工智慧国家
    • Jio Platforms 与 NVIDIA 合作建置云端基础的AI 基础设施
    • 塔塔与英伟达合作建构大规模人工智慧基础设施
    • 微软扩大阿联酋 G42伙伴关係，涵盖云端、人工智慧工具
    • Google Cloud 与 NVIDIA 扩大合作伙伴关係以推进 AI 运算、软体和服务
    • Contextual AI 与 Google Cloud 合作，为企业带来生成式 AI
    • Nutanix 透过新的 Nutanix GPT-in-a-Box 解决方案简化了生成式 AI 部署
    • 宏泰数据发布AI时代综合资料平台
    • AMD 宣布计划投资 1.35 亿美元扩大在爱尔兰的自我调整运算研究、开发和工程业务
    • 联想三年投资10亿美元扩大并优化人工智慧基础设施
    • 惠普企业收购 Pachyderm，透过可复製的 AI 扩展大规模 AI 能力

公司名单

  • Samsung Electronics Co., Ltd.
  • Cerebras Systems
  • SambaNova Systems, Inc
  • Accenture PLC
  • Nutanix, Inc.
  • Hailo Technologies Ltd.
  • Graphcore Limited
  • NVIDIA Corporation
  • Google LLC by Alphabet Inc.
  • DataRobot, Inc.
  • Microsoft Corporation
  • Toshiba Corporation
  • Amazon Web Services, Inc.
  • Fortinet, Inc.
  • Siemens AG
  • Intel Corporation
  • Lenovo Group Limited
  • International Business Machines Corporation
  • Oracle Corporation
  • Meta Platforms, Inc.
  • SAP SE
  • Micron Technology Inc.
  • G-Core Labs SA
  • OpenAI OpCo, LLC
  • Cisco Systems, Inc.
  • Sony Group Corporation
  • Groq, Inc.
  • SenseTime Group Inc.
  • Synopsys Inc.
  • Hewlett Packard Enterprise Development LP
  • Mythic, Inc.
  • Appinventiv Technology Pvt. Ltd.
  • NEC Corporation
  • Salesforce, Inc.
  • Advanced Micro Devices Inc.
  • Huawei Technologies Co., Ltd.
  • Pure Storage, Inc.
  • Lightmatter, Inc.
Product Code: MRR-B16853776AD5

The AI Infrastructure Market was valued at USD 36.52 billion in 2023, expected to reach USD 45.11 billion in 2024, and is projected to grow at a CAGR of 24.08%, to USD 165.40 billion by 2030.

AI infrastructure encompasses the comprehensive setup of hardware and software systems, networks, data storage, and computing resources that underpin artificial intelligence applications. The necessity for AI infrastructure arises from the growing implementation of AI across different sectors, demanding high-performance computing capabilities to process large volumes of data effectively. Its applications span various industries, including healthcare, automotive, finance, and manufacturing, where AI drives innovation in product development, enhances operational efficiencies, and improves customer experiences. The end-use scope extends to enterprises looking to leverage AI for insightful data analysis, real-time decision-making, and automation of routine tasks, thereby accelerating digital transformation journeys.

KEY MARKET STATISTICS
Base Year [2023] USD 36.52 billion
Estimated Year [2024] USD 45.11 billion
Forecast Year [2030] USD 165.40 billion
CAGR (%) 24.08%

Market growth is influenced by technological advancements in AI hardware, integration of AI with cloud computing, and the increasing adoption of AI by small and medium enterprises. Additionally, government initiatives supporting AI research and development further propel this growth. Emerging opportunities exist in developing energy-efficient and scalable AI infrastructure solutions, which address sustainability and decarbonization needs, presenting significant investment potential. To capitalize on these opportunities, companies should focus on enhancing AI capabilities through partnerships, acquisitions, and continuous innovation in AI chipsets, edge computing, and quantum computing technologies.

However, the AI infrastructure market faces limitations like high initial capital investment, complexity in implementing AI systems, and skill shortages in managing AI technologies. These challenges necessitate robust strategies for talent acquisition and training programs to harness AI's full potential. Innovating in cybersecurity to protect sensitive AI-driven data and addressing ethical concerns surrounding AI use will also be crucial for sustained growth. Research areas such as autonomous systems, neuro-symbolic AI, and AI explainability can unlock further business growth by providing insights into how AI can be more accessible and understandable for broader applications. The nature of the AI infrastructure market is dynamic and competitive, with rapid technological advancements paving the way for new market entrants and opportunities, emphasizing the importance of agility and foresight in business strategies.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving AI Infrastructure Market

The AI Infrastructure Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Need for high-performance computing platforms to process large datasets
    • Government initiatives promoting smart manufacturing and industry 4.0 facilities
    • Rise of edge-to-cloud AI infrastructure worldwide
  • Market Restraints
    • Complexity of designing, deploying, and maintaining AI infrastructure
  • Market Opportunities
    • New technological integration and advancements in AI infrastructure
    • Emerging 5G network deployment in AI infrastructure
  • Market Challenges
    • Vulnerability to cyberattacks and data breaches

Porter's Five Forces: A Strategic Tool for Navigating the AI Infrastructure Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the AI Infrastructure Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the AI Infrastructure Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the AI Infrastructure Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the AI Infrastructure Market

A detailed market share analysis in the AI Infrastructure Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the AI Infrastructure Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the AI Infrastructure Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Key Company Profiles

The report delves into recent significant developments in the AI Infrastructure Market, highlighting leading vendors and their innovative profiles. These include Samsung Electronics Co., Ltd., Cerebras Systems, SambaNova Systems, Inc, Accenture PLC, Nutanix, Inc., Hailo Technologies Ltd., Graphcore Limited, NVIDIA Corporation, Google LLC by Alphabet Inc., DataRobot, Inc., Microsoft Corporation, Toshiba Corporation, Amazon Web Services, Inc., Fortinet, Inc., Siemens AG, Intel Corporation, Lenovo Group Limited, International Business Machines Corporation, Oracle Corporation, Meta Platforms, Inc., SAP SE, Micron Technology Inc., G-Core Labs S.A., OpenAI OpCo, LLC, Cisco Systems, Inc., Sony Group Corporation, Groq, Inc., SenseTime Group Inc., Synopsys Inc., Hewlett Packard Enterprise Development LP, Mythic, Inc., Appinventiv Technology Pvt. Ltd., NEC Corporation, Salesforce, Inc., Advanced Micro Devices Inc., Huawei Technologies Co., Ltd., Pure Storage, Inc., and Lightmatter, Inc..

Market Segmentation & Coverage

This research report categorizes the AI Infrastructure Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Offering, market is studied across Hardware, Services, and Software. The Hardware is further studied across CPU & GPU, Memory & Storage, and Networking Equipment. The Services is further studied across Data Ingestion & Integration, Data Preprocessing & Feature Engineering, Data Storage & Management, Machine Learning Frameworks & Libraries, Model Deployment & Serving, Model Training & Validation, Monitoring & Maintenance, and Security & Compliance.
  • Based on Deployment, market is studied across On-Cloud and On-Premise.
  • Based on End-Users, market is studied across Cloud Service Providers, Enterprises, and Government.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Need for high-performance computing platforms to process large datasets
      • 5.1.1.2. Government initiatives promoting smart manufacturing and industry 4.0 facilities
      • 5.1.1.3. Rise of edge-to-cloud AI infrastructure worldwide
    • 5.1.2. Restraints
      • 5.1.2.1. Complexity of designing, deploying, and maintaining AI infrastructure
    • 5.1.3. Opportunities
      • 5.1.3.1. New technological integration and advancements in AI infrastructure
      • 5.1.3.2. Emerging 5G network deployment in AI infrastructure
    • 5.1.4. Challenges
      • 5.1.4.1. Vulnerability to cyberattacks and data breaches
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Offering: Innovative solution and services catering to specific needs of the AI ecosystem
    • 5.2.2. Deployment: Increasing utilization of the cloud-based AI infrastructure focusing on the agility and swift deployment of AI-powered services
    • 5.2.3. End-Users: Rising deployment of the AI infrastructure into the enterprises and Government entities
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. AI Infrastructure Market, by Offering

  • 6.1. Introduction
  • 6.2. Hardware
    • 6.2.1. CPU & GPU
    • 6.2.2. Memory & Storage
    • 6.2.3. Networking Equipment
  • 6.3. Services
    • 6.3.1. Data Ingestion & Integration
    • 6.3.2. Data Preprocessing & Feature Engineering
    • 6.3.3. Data Storage & Management
    • 6.3.4. Machine Learning Frameworks & Libraries
    • 6.3.5. Model Deployment & Serving
    • 6.3.6. Model Training & Validation
    • 6.3.7. Monitoring & Maintenance
    • 6.3.8. Security & Compliance
  • 6.4. Software

7. AI Infrastructure Market, by Deployment

  • 7.1. Introduction
  • 7.2. On-Cloud
  • 7.3. On-Premise

8. AI Infrastructure Market, by End-Users

  • 8.1. Introduction
  • 8.2. Cloud Service Providers
  • 8.3. Enterprises
  • 8.4. Government

9. Americas AI Infrastructure Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific AI Infrastructure Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa AI Infrastructure Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
    • 12.3.1. Saudi Arabia Partners with China to Create Arabic-based AI System
    • 12.3.2. AMD to Acquire Open-Source AI Software Expert Nod.ai
    • 12.3.3. SambaNova Unveils the SN40L, Powering its Full Stack AI Platform
    • 12.3.4. EY Announces Launch of Artificial Intelligence Platform EY.ai Following USD 1.4 Billion Investment
    • 12.3.5. Partnership to Launch UAE as the World's First AI Nation
    • 12.3.6. Jio Platforms Ties up with NVIDIA to Build Cloud-based AI Infrastructure
    • 12.3.7. Tata Partners With NVIDIA to Build Large-Scale AI Infrastructure
    • 12.3.8. Microsoft Expands UAE's G42 Partnership to Include Cloud, AI Tools
    • 12.3.9. Google Cloud and NVIDIA Expand Partnership to Advance AI Computing, Software and Services
    • 12.3.10. Contextual AI and Google Cloud Partner to Bring Generative AI to the Enterprise
    • 12.3.11. Nutanix Simplifies Adoption of Generative AI with New Nutanix GPT-in-a-Box Solution
    • 12.3.12. VAST Data Launches Unified Data Platform for the Age of AI
    • 12.3.13. AMD Announces Plan to Invest USD 135 Million to Expand Adaptive Computing Research, Development and Engineering Operations in Ireland
    • 12.3.14. Lenovo to Invest USD 1 Billion over 3 Years on Expansion and Optimisation of AI Infrastructure
    • 12.3.15. Hewlett Packard Enterprise acquires Pachyderm to expand AI-at-scale capabilities with reproducible AI

Companies Mentioned

  • 1. Samsung Electronics Co., Ltd.
  • 2. Cerebras Systems
  • 3. SambaNova Systems, Inc
  • 4. Accenture PLC
  • 5. Nutanix, Inc.
  • 6. Hailo Technologies Ltd.
  • 7. Graphcore Limited
  • 8. NVIDIA Corporation
  • 9. Google LLC by Alphabet Inc.
  • 10. DataRobot, Inc.
  • 11. Microsoft Corporation
  • 12. Toshiba Corporation
  • 13. Amazon Web Services, Inc.
  • 14. Fortinet, Inc.
  • 15. Siemens AG
  • 16. Intel Corporation
  • 17. Lenovo Group Limited
  • 18. International Business Machines Corporation
  • 19. Oracle Corporation
  • 20. Meta Platforms, Inc.
  • 21. SAP SE
  • 22. Micron Technology Inc.
  • 23. G-Core Labs S.A.
  • 24. OpenAI OpCo, LLC
  • 25. Cisco Systems, Inc.
  • 26. Sony Group Corporation
  • 27. Groq, Inc.
  • 28. SenseTime Group Inc.
  • 29. Synopsys Inc.
  • 30. Hewlett Packard Enterprise Development LP
  • 31. Mythic, Inc.
  • 32. Appinventiv Technology Pvt. Ltd.
  • 33. NEC Corporation
  • 34. Salesforce, Inc.
  • 35. Advanced Micro Devices Inc.
  • 36. Huawei Technologies Co., Ltd.
  • 37. Pure Storage, Inc.
  • 38. Lightmatter, Inc.

LIST OF FIGURES

  • FIGURE 1. AI INFRASTRUCTURE MARKET RESEARCH PROCESS
  • FIGURE 2. AI INFRASTRUCTURE MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL AI INFRASTRUCTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. AI INFRASTRUCTURE MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. AI INFRASTRUCTURE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. AI INFRASTRUCTURE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL AI INFRASTRUCTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. AI INFRASTRUCTURE MARKET DYNAMICS
  • TABLE 7. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CPU & GPU, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MEMORY & STORAGE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY NETWORKING EQUIPMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA INGESTION & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA PREPROCESSING & FEATURE ENGINEERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DATA STORAGE & MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MACHINE LEARNING FRAMEWORKS & LIBRARIES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL DEPLOYMENT & SERVING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MODEL TRAINING & VALIDATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY MONITORING & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SECURITY & COMPLIANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL AI INFRASTRUCTURE MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 32. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 33. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 34. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 35. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 36. AMERICAS AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 37. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 38. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 39. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 40. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 41. ARGENTINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 42. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 43. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 44. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 45. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 46. BRAZIL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 47. CANADA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 48. CANADA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 49. CANADA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 50. CANADA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 51. CANADA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 52. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 53. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 54. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 55. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 56. MEXICO AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 57. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 58. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 59. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 60. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 61. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 62. UNITED STATES AI INFRASTRUCTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 63. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 64. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 65. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 66. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 67. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 68. ASIA-PACIFIC AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 69. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 70. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 71. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 72. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 73. AUSTRALIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 74. CHINA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 75. CHINA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 76. CHINA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 77. CHINA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 78. CHINA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 79. INDIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 80. INDIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 81. INDIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 82. INDIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 83. INDIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 84. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 85. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 86. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 87. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 88. INDONESIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 89. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 90. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 91. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 92. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 93. JAPAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 94. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 95. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 96. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 97. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 98. MALAYSIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 99. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 100. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 101. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 102. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 103. PHILIPPINES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 104. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 105. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 106. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 107. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 108. SINGAPORE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 109. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 110. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 111. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 112. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 113. SOUTH KOREA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 114. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 115. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 116. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 117. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 118. TAIWAN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 119. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 120. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 121. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 122. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 123. THAILAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 124. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 125. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 126. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 127. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 128. VIETNAM AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 129. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 130. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 131. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 132. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 133. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 134. EUROPE, MIDDLE EAST & AFRICA AI INFRASTRUCTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 135. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 136. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 137. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 138. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 139. DENMARK AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 140. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 141. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 142. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 143. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 144. EGYPT AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 145. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 146. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 147. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 148. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 149. FINLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 150. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 151. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 152. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 153. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 154. FRANCE AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 155. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 156. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 157. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 158. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 159. GERMANY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 160. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 161. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 162. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 163. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 164. ISRAEL AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 165. ITALY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 166. ITALY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 167. ITALY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 168. ITALY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 169. ITALY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 170. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 171. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 172. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 173. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 174. NETHERLANDS AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 175. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 176. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 177. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 178. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 179. NIGERIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 180. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 181. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 182. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 183. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 184. NORWAY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 185. POLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 186. POLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 187. POLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 188. POLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 189. POLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 190. QATAR AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 191. QATAR AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 192. QATAR AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 193. QATAR AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 194. QATAR AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 195. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 196. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 197. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 198. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 199. RUSSIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 200. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 201. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 202. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 203. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 204. SAUDI ARABIA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 205. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 206. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 207. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 208. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 209. SOUTH AFRICA AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 210. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 211. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 212. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 213. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 214. SPAIN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 215. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 216. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 217. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 218. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 219. SWEDEN AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 220. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 221. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 222. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 223. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 224. SWITZERLAND AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 225. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 226. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 227. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 228. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 229. TURKEY AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 230. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 231. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 232. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 233. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 234. UNITED ARAB EMIRATES AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 235. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 236. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 237. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 238. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 239. UNITED KINGDOM AI INFRASTRUCTURE MARKET SIZE, BY END-USERS, 2018-2030 (USD MILLION)
  • TABLE 240. AI INFRASTRUCTURE MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 241. AI INFRASTRUCTURE MARKET, FPNV POSITIONING MATRIX, 2023