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市场调查报告书
商品编码
1575194

人工智慧加速器市场规模、份额、趋势分析报告：按人工智慧加速器类型、技术整合、最终用途、地区和细分市场预测，2024-2030 年

AI Accelerator Market Size, Share & Trends Analysis Report By AI Accelerator Types (GPUs, TPUs), By Technology Integration, By End-use (IT & Telecom, Automotive), By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10个工作天内

价格

AI加速器市场规模及趋势：

2023年全球人工智慧加速器市场规模预估为198.9亿美元，2024年至2030年复合年增长率预估为29.4%。

由于人工智慧（AI）应用中对高效能运算的需求迅速增长，该市场正在快速成长。随着企业和产业将人工智慧整合到机器学习、预测分析和即时决策等任务中，迫切需要能够有效处理这些密集运算的专用硬体。

图形处理单元 (GPU)、张量处理单元 (TPU) 和现场可编程闸阵列 (FPGA) 等 AI 加速器由于其比传统 CPU 更优越的处理能力而变得至关重要。由于人工智慧应用在医疗保健、汽车和金融等各个领域的扩展，这些先进加速器的市场正在显着成长。该公司正在大力投资开发新的和改进的人工智慧加速器技术，以满足不断增长的需求。人工智慧在日常技术中的使用越来越多，进一步增加了对高效、强大的运算解决方案的需求。因此，AI加速器市场在成长和投资方面都呈现出显着的上升趋势。

技术进步是人工智慧加速器市场扩张的关键驱动力。 NVIDIA 公司、Google LLC 和英特尔公司等领先科技公司处于技术创新的前沿，不断开发性能和效率更高的新一代加速器。这些进步对于支援复杂的人工智慧任务（例如深度学习模型训练和即时资料处理）至关重要。此外，边缘运算的出现也增加了对人工智慧加速器的需求。这是因为公司希望在更接近资料来源的地方处理资料，最大限度地减少延迟并最大限度地提高效率。这种转变正在推动边缘优化加速器的开发，以补充传统资料中心解决方案。人工智慧应用日益复杂，需要硬体不断发展以满足不断增长的运算需求。因此，技术进步正在推动人工智慧加速器市场的显着成长。

AI加速器市场正在快速发展，大型科技公司和创新新兴企业都在争取霸主地位。对人工智慧研发的大量投资正在推动创新，从而产生针对不同应用和产业的各种加速器解决方案。这种日益激烈的竞争正在加速技术进步，扩大可用产品的范围，并使人工智慧加速器更容易获得。随着人工智慧技术在各个领域变得至关重要，对专业硬体解决方案的需求不断增长。旨在提升人工智慧能力和优化硬体效能的伙伴关係和协作的增加也支持了市场扩张。这种动态环境表明人工智慧加速器市场将在未来几年出现强劲成长。随着人工智慧变得无所不在，加速器在推动技术进步方面的作用将变得越来越重要。

目录

第一章调查方法与范围

第 2 章执行摘要

第三章 人工智慧加速器市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • AI加速器市场分析工具
    • 波特的分析
    • PESTEL分析

第四章 AI加速器市场：AI加速器类型预估及趋势分析

  • 细分仪表板
  • AI加速器市场：2023年及2030年AI加速器类型波动分析
  • 图形处理单元（GPU）
  • 张量处理单元 (TPU)
  • 专用积体电路 (ASIC)
  • 张量处理单元 (TPU)
  • 中央处理器（CPU）

第五章 AI加速器市场：技术融合预估及趋势分析

  • 细分仪表板
  • AI加速器市场：2023年及2030年技术综合变化分析
  • 云端基础的人工智慧加速器
  • 边缘人工智慧加速器

第六章 人工智慧加速器市场：最终用途估计与趋势分析

  • 细分仪表板
  • 人工智慧加速器市场：2023 年和 2030 年最终用途变化分析
  • 资讯科技和通讯
  • 卫生保健
  • 车
  • 金融
  • 零售
  • 其他的

第七章 AI加速器市场：区域预估及趋势分析

  • 2023 年和 2030 年人工智慧加速器市场占有率（按地区）
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务表现
  • 组件基准测试
  • 企业热力图分析
  • 策略规划
  • 公司简介/名单
    • Amazon Web Services, Inc.
    • Google LLC
    • Graphcore
    • IBM Corporation
    • Intel Corporation
    • Micron Technology
    • Microsoft
    • NVIDIA Corporation
    • Qualcomm Technologies
    • Xilinx Inc.
Product Code: GVR-4-68040-449-0

AI Accelerator Market Size & Trends:

The global AI accelerator market size was estimated at USD 19.89 billion in 2023 and is projected to grow at a CAGR of 29.4% from 2024 to 2030. The market is growing rapidly, driven by a surge in demand for high-performance computing in artificial intelligence (AI) applications. As businesses and industries integrate AI for tasks like machine learning, predictive analytics, and real-time decision-making, there is a pressing need for specialized hardware that can handle these intensive computations efficiently.

AI accelerators, such as Graphics Processing Units (GPUs), Tensor Processing Units (TPUs), and Field-Programmable Gate Arrays (FPGAs), are becoming essential due to their superior processing capabilities compared to traditional CPUs. The expansion of AI applications across various sectors, including healthcare, automotive, and finance, has created a substantial market for these advanced accelerators. Companies are investing heavily in developing new and improved AI accelerator technologies to meet the growing demands. The increasing use of AI in everyday technology further propels the need for efficient and powerful computing solutions. As a result, the AI accelerator market is witnessing a significant uptrend in both growth and investment.

Technological advancements are a key driver of the AI accelerator market's expansion. Leading technology companies such as NVIDIA Corporation, Google LLC, and Intel Corporation are at the forefront of innovation, continuously developing new generations of accelerators that offer enhanced performance and efficiency. These advancements are crucial for supporting complex AI tasks such as deep learning model training and real-time data processing. Moreover, the advent of edge computing is amplifying the demand for AI accelerators, as businesses seek to process data closer to its source to minimize latency and maximize efficiency. This shift is fostering the development of edge-optimized accelerators, which complement traditional data center solutions. The growing complexity of AI applications necessitates the constant evolution of hardware to keep pace with increasing computational needs. Consequently, technological progress is driving substantial growth in the AI accelerator market.

The AI accelerator market is rapidly evolving, with major tech companies and innovative startups competing for dominance. Significant investments in AI research and development are fueling innovation, leading to a diverse array of accelerator solutions tailored for different applications and industries. This increased competition is accelerating technological advancements and broadening the range of available products, making AI accelerators more accessible. As AI technology becomes more integral to various sectors, the need for specialized hardware solutions continues to rise. The market's expansion is also supported by increasing partnerships and collaborations aimed at advancing AI capabilities and optimizing hardware performance. This dynamic environment indicates a robust growth trajectory for the AI accelerator market in the coming years. As AI becomes more ubiquitous, the role of accelerators in driving technological progress will only become more critical.

Global AI Accelerator Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global AI accelerator market report based on the AI accelerator types, technology integration, end-use, and region.

  • AI Accelerator Types Outlook (Revenue, USD Million, 2018 - 2030)
  • Graphics Processing Units (GPUs)
  • Tensor Processing Units (TPUs)
  • Application-Specific Integrated Circuits (ASICs)
  • Central Processing Units (CPUs)
  • Field-Programmable Gate Arrays (FPGAs)
  • Technology Integration Outlook (Revenue, USD Million, 2018 - 2030)
  • Cloud-Based AI Accelerators
  • Edge AI Accelerators
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • IT & Telecom
  • Healthcare
  • Automotive
  • Finance
  • Retails
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table Of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. AI Accelerator Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. AI Accelerator Market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. AI Accelerator Market: AI Accelerator Types Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. AI Accelerator market: AI Accelerator Types Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Graphics Processing Units (GPUs)
    • 4.3.1. Graphics Processing Units (GPUs) AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Tensor Processing Units (TPUs)
    • 4.4.1. Tensor Processing Units (TPUs) AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Application-Specific Integrated Circuits (ASICs)
    • 4.5.1. Application-Specific Integrated Circuits (ASICs) AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.6. Tensor Processing Units (TPUs)
    • 4.6.1. Tensor Processing Units (TPUs) AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.7. Central Processing Units (CPUs)
    • 4.7.1. Central Processing Units (CPUs) AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. AI Accelerator Market: Technology Integration Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. AI Accelerator market: Technology Integration Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Cloud-Based AI Accelerators
    • 5.3.1. Cloud-Based AI Accelerators AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Edge AI Accelerators
    • 5.4.1. Edge AI Accelerators AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. AI Accelerator Market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. AI Accelerator market: End Use Movement Analysis, 2023 & 2030 (USD Million)
  • 6.3. IT & Telecom
    • 6.3.1. IT & Telecom AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Healthcare
    • 6.4.1. Healthcare AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Automotive
    • 6.5.1. Automotive AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Finance
    • 6.6.1. Finance AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Retail
    • 6.7.1. Retail AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Others
    • 6.8.1. Others AI Accelerator Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. AI Accelerator Market: Regional Estimates & Trend Analysis

  • 7.1. AI Accelerator Market Share, By Region, 2023 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa AI Accelerator Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Component Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Amazon Web Services, Inc.
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. Google LLC
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Graphcore
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. IBM Corporation
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. Intel Corporation
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. Micron Technology
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. Microsoft
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. NVIDIA Corporation
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. Qualcomm Technologies
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. Xilinx Inc.
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments

List of Tables

  • Table 1 Global AI Accelerator Market by AI accelerator types, 2018 - 2030 (USD Million)
  • Table 2 Global AI Accelerator Market by technology integration, 2018 - 2030 (USD Million)
  • Table 3 Global AI Accelerator Market by end use, 2018 - 2030 (USD Million)
  • Table 4 Global AI Accelerator Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America AI Accelerator Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe AI Accelerator Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific AI Accelerator Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America AI Accelerator Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA AI Accelerator Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 AI Accelerator Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 AI Accelerator Market snapshot
  • Fig. 8 AI Accelerator Market segment snapshot
  • Fig. 9 AI Accelerator Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 AI Accelerator Market: AI Accelerator Types outlook key takeaways, (USD Million)
  • Fig. 13 AI Accelerator Market: AI Accelerator Types movement analysis, 2024 & 2030 (USD Million)
  • Fig. 14 Graphics Processing Units (GPUs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Tensor Processing Units (TPUs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Application-Specific Integrated Circuits (ASICs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Central Processing Units (CPUs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Field-Programmable Gate Arrays (FPGAs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 AI Accelerator Market: Technology Integration outlook key takeaways (USD Million)
  • Fig. 20 AI Accelerator Market: Technology Integration movement analysis, 2024 & 2030 (USD Million)
  • Fig. 21 Cloud-Based AI Accelerators market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Edge AI Accelerators market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 AI Accelerator Market: End Use outlook key takeaways (USD Million)
  • Fig. 24 AI Accelerator Market: End Use movement analysis, 2024 & 2030 (USD Million)
  • Fig. 25 IT & Telecom market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Finance market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Retail market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Regional marketplace: Key takeaways
  • Fig. 32 AI Accelerator Market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 33 North America AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 U.S. AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Canada AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Mexico AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Europe AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 UK AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Germany AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 France AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 Asia Pacific AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 China AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Japan AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 India AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 South Korea AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Australia AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Latin America AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Brazil AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 MEA AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 KSA AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 UAE AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 South Africa AI Accelerator Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 Company Categorization
  • Fig. 54 Company Market Positioning
  • Fig. 55 Strategy framework