Table of Content

PART A: GLOBAL MARKET PERSPECTIVE
1. EXECUTIVE SUMMARY

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

2. INDUSTRY LANDSCAPE

    • Global Artificial Intelligence (AI) Hardware Market Outlook
      • Growth Drivers of Artificial Intelligence (AI) Hardware Market
        • Cloud AI and AI-as-a-Service (AIaaS) On the Rise
          • Crucial Influencing Factors
          • Market Impacts
        • Improvements in AI Chips and Accelerators
          • Crucial Influencing Factors
          • Market Impacts
        • Demand for AI-Powered Applications Increasing
          • Crucial Influencing Factors
            • AI in Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS)
            • Healthcare Based on AI
            • AI in Retail and Personalization
          • Market Impacts
        • Edge AI and On-Device Processing Expanding
          • Crucial Influencing Factors
          • Market Impacts
        • AI Infrastructure Investments by Governments and Organizations Increasing
          • Crucial Influencing Factors
          • Market Impacts
        • Cybersecurity's Adoption of AI Growing
          • Crucial Influencing Factors
          • Market Impacts
        • Contest Between AI Hardware Startups and Semiconductor Manufacturers
          • Crucial Influencing Factors
          • Market Impacts
        • AI Hardware Subject to Ethical and Regulatory Considerations
          • Crucial Influencing Factors
          • Market Impacts
      • Challenges Inhibiting AI Hardware Market Growth and Mitigating Strategies
        • Disruptive Semiconductor Supply Chains Being Further Marred by Several Factors
        • Impact on the Industry
        • Strategies for Mitigating Challenges
        • Prohibitive Pricing of AI Hardware Deters Development and Deployment
          • Impact on the Industry
          • Strategies for Mitigating Challenges
          • Concerns Related to High Power Consumption and Sustainability
          • Impact on the Industry
          • Strategies for Mitigating Challenges
        • Challenges Concerning Ethics, Privacy and Regulations
          • Impact on the Industry
          • Strategies for Mitigating Challenges
        • AI Model Deployment a Complex Process and How Hardware Optimization Helps
        • Impact on the Industry
        • Strategies for Mitigating Challenges
        • AI Hardware's Limited Lifespan and Unfettered Technological Changes
          • Impact on the Industry
          • Strategies for Mitigating Challenges
        • AI Hardware and Cybersecurity
          • Impact on the Industry
          • Strategies for Mitigating Challenges
          • Dearth of AI Expertise and Skills
          • Impact on the Industry
          • Strategies for Mitigating Challenges
    • How AI Hardware is being Adopted by Industry?
    • Artificial intelligence (AI) Hardware Industry – SWOT Analysis
      • Strengths
      • Weaknesses
      • Opportunities
      • Threats
    • Strategic AI Hardware Industry Analysis
      • Porter's Five Forces Analysis
      • PESTEL Analysis
    • Market Entry & Startup Strategies for AI Hardware Market
      • Market Entry Strategies
      • Startup Trends
        • AI Hardware Startups Analysis by Region
    • Artificial Intelligence (AI) Hardware Supply Chain Analysis
      • Critical Bottlenecks and Geopolitical Risks in the AI Hardware Supply Chain
      • Escalating Trade Restrictions and Geopolitical Tensions
      • Strategic Overreliance on TSMC for Advanced AI Chip Manufacturing
      • Global Semiconductor Supply Constraints
      • Limited Production Capacity of High Bandwidth Memory
      • Emerging Trends Shaping the Future of the AI Hardware Supply Chain
      • Strategic Investment in Semiconductor Infrastructure
      • Regionalization and Supply Chain Diversification
      • Next-Generation AI Chip Architectures

3. COMPETITIVE LANDSCAPE

    • Market Positioning of Key AI Hardware Companies
    • Market Share Analysis of Artificial Intelligence (AI) Hardware
      • AI Hardware Market Share Analysis by Product
      • AI Hardware Market Share Analysis by Company
      • SWOT Analysis for Market Leaders of AI Hardware
    • Pricing Analysis of Artificial Intelligence Hardware
      • Comparison of Custom AI Chips and ASICs Costs with General-Purpose AI Chips
      • AI Hardware-as-a-Service (HaaS) and Subscription-Based Pricing Models
      • Pricing of AI Edge Hardware and AI-Embedded Devices
      • Production Growth and Competition Causing AI Chip Costs to Decline
      • Demand-Supply Imbalance Leading to Cost Increases of High-Performance AI GPUs
      • Supply Chain Constraints Increasing AI Hardware Costs
      • Pricing Trends for the Near Future
    • An Exhaustive Analysis of AI Hardware in Untapped Markets
      • Small & Mid-Sized Businesses (SMBs)
      • Wearable Devices and Smart IoT Sensors
      • Edge Computing in Promising Markets
      • Personalized AI Assistants
      • Quantum Computing + AI Fusion
      • AI Hardware for LegalTech and Financial Auditing
      • Smart Cities and Urban Infrastructure
      • Ethical and Explainable AI
      • Telecom Networks and 5G
      • Space and Defense Applications
      • LegalTech and Financial Auditing
    • Key Market Players
      • ADVANCED MICRO DEVICES, INC. (UNITED STATES)
      • APPLE, INC. (UNITED STATES)
      • BRAINCHIP HOLDINGS LTD. (AUSTRALIA)
      • CAMBRICON TECHNOLOGIES CORP LTD (CHINA)
      • DELL TECHNOLOGIES, INC. (UNITED STATES)
      • GOOGLE LLC (UNITED STATES)
      • GRAPHCORE LTD (UNITED KINGDOM)
      • HUAWEI TECHNOLOGIES CO LTD (CHINA)
      • INTEL CORPORATION (UNITED STATES)
      • KALRAY SA (FRANCE)
      • LIGHTON SAS (FRANCE)
      • NVIDIA CORP (UNITED STATES)
      • QUALCOMM TECHNOLOGIES, INC. (UNITED STATES)
      • SAMSUNG ELECTRONICS CO LTD (SOUTH KOREA)

4. KEY BUSINESS & PRODUCT TRENDS

    • Important Recent Industry Activity
      • April 2025
        • SNSA Awards Frontgrade Gaisler a Contract to Commercialize SoC Device for Space Applications
      • April 2025
        • Network Optix Optimizes its Software with Intel Processors
      • April 2025
        • Siemens Healthineers Demonstrates AI-Rad Companion software powered by Intel Xeon Scalable processors
      • April 2025
        • Kamiwaza's AI Orchestration Engine Powered by Intel® Gaudi® 3 AI accelerators and Intel® Xeon® 6 processors
    • More developments included in the main report
    • Recent Major Product Launches by the Market Leaders

5. GLOBAL MARKET OVERVIEW

    • Global Artificial Intelligence (AI) Hardware Market Overview by Type
      • Artificial Intelligence (AI) Hardware Type Market Overview by Global Region
        • Processors
        • Network
        • Memory
        • Storage
    • Global Artificial Intelligence (AI) Hardware Market Overview by Application
      • Artificial Intelligence (AI) Hardware Applications Market Overview by Global Region
        • Machine Learning
        • Computer Vision
        • Natural Language Processing
        • Expert Systems
    • Global Artificial Intelligence (AI) Hardware Market Overview by Industry Sector
      • Artificial Intelligence (AI) Hardware in Industry Sector Market Overview by Global Region
        • IT & Telecommunications
        • BFSI
        • Healthcare
        • Retail
        • Automotive
        • Other Industry Sectors

PART B: REGIONAL MARKET PERSPECTIVE

REGIONAL MARKET OVERVIEW

6. NORTH AMERICA

    • North American AI Hardware Market Overview by Geographic Region
    • North American AI Hardware Market Overview by Type
    • North American AI Hardware Market Overview by Application
    • North American AI Hardware Market Overview by Industry Sector
    • Country-wise Analysis of North American AI Hardware Market
      • THE UNITED STATES
        • United States AI Hardware Market Overview by Type
        • United States AI Hardware Market Overview by Application
        • United States AI Hardware Market Overview by Industry Sector
      • CANADA
        • Canadian AI Hardware Market Overview by Type
        • Canadian AI Hardware Market Overview by Application
        • Canadian AI Hardware Market Overview by Industry Sector
      • MEXICO
        • Mexican AI Hardware Market Overview by Type
        • Mexican AI Hardware Market Overview by Application
        • Mexican AI Hardware Market Overview by Industry Sector

7. EUROPE

    • European AI Hardware Market Overview by Geographic Region
    • European AI Hardware Market Overview by Type
    • European AI Hardware Market Overview by Application
    • European AI Hardware Market Overview by Industry Sector
    • Country-wise Analysis of European AI Hardware Market
      • GERMANY
        • German AI Hardware Market Overview by Type
        • German AI Hardware Market Overview by Application
        • German AI Hardware Market Overview by Industry Sector
      • THE UNITED KINGDOM
        • United Kingdom AI Hardware Market Overview by Type
        • United Kingdom AI Hardware Market Overview by Application
        • United Kingdom AI Hardware Market Overview by Industry Sector
      • FRANCE
        • French AI Hardware Market Overview by Type
        • French AI Hardware Market Overview by Application
        • French AI Hardware Market Overview by Industry Sector
      • ITALY
        • Italian AI Hardware Market Overview by Type
        • Italian AI Hardware Market Overview by Application
        • Italian AI Hardware Market Overview by Industry Sector
      • THE NETHERLANDS
        • Dutch AI Hardware Market Overview by Type
        • Dutch AI Hardware Market Overview by Application
        • Dutch AI Hardware Market Overview by Industry Sector
      • SPAIN
        • Spanish AI Hardware Market Overview by Type
        • Spanish AI Hardware Market Overview by Application
        • Spanish AI Hardware Market Overview by Industry Sector
      • RUSSIA
        • Russian AI Hardware Market Overview by Type
        • Russian AI Hardware Market Overview by Application
        • Russian AI Hardware Market Overview by Industry Sector
      • SWITZERLAND
        • Swiss AI Hardware Market Overview by Type
        • Swiss AI Hardware Market Overview by Application
        • Swiss AI Hardware Market Overview by Industry Sector
      • REST OF EUROPE
        • Rest of Europe AI Hardware Market Overview by Type
        • Rest of Europe AI Hardware Market Overview by Application
        • Rest of Europe AI Hardware Market Overview by Industry Sector

8. ASIA-PACIFIC

    • Asia-Pacific AI Hardware Market Overview by Geographic Region
    • Asia-Pacific AI Hardware Market Overview by Type
    • Asia-Pacific AI Hardware Market Overview by Application
    • Asia-Pacific AI Hardware Market Overview by Industry Sector
    • Country-wise Analysis of Asia-Pacific AI Hardware Market
      • CHINA
        • Chinese AI Hardware Market Overview by Type
        • Chinese AI Hardware Market Overview by Application
        • Chinese AI Hardware Market Overview by Industry Sector
      • JAPAN
        • Japanese AI Hardware Market Overview by Type
        • Japanese AI Hardware Market Overview by Application
        • Japanese AI Hardware Market Overview by Industry Sector
      • INDIA
        • Indian AI Hardware Market Overview by Type
        • Indian AI Hardware Market Overview by Application
        • Indian AI Hardware Market Overview by Industry Sector
      • AUSTRALIA
        • Australia AI Hardware Market Overview by Type
        • Australia AI Hardware Market Overview by Application
        • Australia AI Hardware Market Overview by Industry Sector
      • SINGAPORE
        • Singaporean AI Hardware Market Overview by Type
        • Singaporean AI Hardware Market Overview by Application
        • Singaporean AI Hardware Market Overview by Industry Sector
      • SOUTH KOREA
        • South Korean AI Hardware Market Overview by Type
        • South Korean AI Hardware Market Overview by Application
        • South Korean AI Hardware Market Overview by Industry Sector
      • REST OF ASIA-PACIFIC
        • Rest of Asia-Pacific AI Hardware Market Overview by Type
        • Rest of Asia-Pacific AI Hardware Market Overview by Application
        • Rest of Asia-Pacific AI Hardware Market Overview by Industry Sector

9. SOUTH AMERICA

    • South American AI Hardware Market Overview by Geographic Region
    • South American AI Hardware Market Overview by Type
    • South American AI Hardware Market Overview by Application
    • South American AI Hardware Market Overview by Industry Sector
    • Country-wise Analysis of South American AI Hardware Market
      • BRAZIL
        • Brazilian AI Hardware Market Overview by Type
        • Brazilian AI Hardware Market Overview by Application
        • Brazilian AI Hardware Market Overview by Industry Sector
      • ARGENTINA
        • Argentine AI Hardware Market Overview by Type
        • Argentine AI Hardware Market Overview by Application
        • Argentine AI Hardware Market Overview by Industry Sector
      • COLOMBIA
        • Colombia AI Hardware Market Overview by Type
        • Colombia AI Hardware Market Overview by Application
        • Colombia AI Hardware Market Overview by Industry Sector
      • CHILE
        • Chilean AI Hardware Market Overview by Type
        • Chilean AI Hardware Market Overview by Application
        • Chilean AI Hardware Market Overview by Industry Sector
      • PERU
        • Peru AI Hardware Market Overview by Type
        • Peru AI Hardware Market Overview by Application
        • Peru AI Hardware Market Overview by Industry Sector
      • REST OF SOUTH AMERICA
        • Rest of South America AI Hardware Market Overview by Type
        • Rest of South America AI Hardware Market Overview by Application
        • Rest of South America AI Hardware Market Overview by Industry Sector

10. MIDDLE EAST & AFRICA

    • Middle East & Africa AI Hardware Market Overview by Geographic Region
    • Middle East & Africa AI Hardware Market Overview by Type
    • Middle East & Africa AI Hardware Market Overview by Application
    • Middle East & Africa AI Hardware Market Overview by Industry Sector
    • Country-wise Analysis of Middle East & Africa AI Hardware Market
      • UNITED ARAB EMIRATES
        • United Arab Emirates AI Hardware Market Overview by Type
        • United Arab Emirates AI Hardware Market Overview by Application
        • United Arab Emirates AI Hardware Market Overview by Industry Sector
      • SOUTH AFRICA
        • South African AI Hardware Market Overview by Type
        • South African AI Hardware Market Overview by Application
        • South African AI Hardware Market Overview by Industry Sector
      • EGYPT
        • Egypt AI Hardware Market Overview by Type
        • Egypt AI Hardware Market Overview by Application
        • Egypt AI Hardware Market Overview by Industry Sector
      • SAUDI ARABIA
        • Saudi Arabian AI Hardware Market Overview by Type
        • Saudi Arabian AI Hardware Market Overview by Application
        • Saudi Arabian AI Hardware Market Overview by Industry Sector
      • MOROCCO
        • Morocco AI Hardware Market Overview by Type
        • Morocco AI Hardware Market Overview by Application
        • Morocco AI Hardware Market Overview by Industry Sector
      • KUWAIT
        • Kuwait AI Hardware Market Overview by Type
        • Kuwait AI Hardware Market Overview by Application
        • Kuwait AI Hardware Market Overview by Industry Sector
      • QATAR
        • Qatar AI Hardware Market Overview by Type
        • Qatar AI Hardware Market Overview by Application
        • Qatar AI Hardware Market Overview by Industry Sector
      • REST OF MIDDLE EAST & AFRICA
        • Rest of Middle East & Africa AI Hardware Market Overview by Type
        • Rest of Middle East & Africa AI Hardware Market Overview by Application
        • Rest of Middle East & Africa AI Hardware Market Overview by Industry Sector

PART C: GUIDE TO THE INDUSTRY

  • NORTH AMERICA
  • EUROPE
  • ASIA-PACIFIC
  • REST OF WORLD

PART D: ANNEXURE

  • RESEARCH METHODOLOGY
  • FEEDBACK