Artificial Intelligence (AI) Supercomputer Market by Components (Processors/Compute, Storage, Memory, Interconnects), Deployment (Cloud, On-Premises), Application (Government, Academia and Research, Commercial) and Geography - Global Forecast to 2028
By Components, Deployment, Application and Geography
Regions covered
North America, Europe, Asia Pacific, and Rest of the World
The AI supercomputer market is projected to grow from USD 1.2 billion in 2023 and is expected to reach USD 3.3 billion by 2028, growing at a CAGR of 22.0% from 2023 to 2028. The adoption of AI supercomputers for use in financial institutions is on the rise. Financial institutions use AI supercomputers to assess and manage risk by analyzing historical data, market trends, and economic indicators. AI supercomputers help employ advanced machine learning algorithms to detect fraudulent activities in real-time. They analyze transaction patterns and identify anomalies that may indicate fraudulent behavior, helping to protect both the institution and its customers.
"Processors/Compute in the AI supercomputer market to witness significant growth during the forecast period."
AI models are typically very large and complex, and they require a lot of compute power to train and run. AI supercomputers often have thousands of GPUs (graphics processing units) or even CPUs (central processing units) to provide the necessary compute power. A processor is specially designed to provide the computational power needed to train and run AI models, it also aids in speeding up AI inference which helps the AI model to make predictions on new data. AI supercomputers use parallel processing to train and run AI models. This means that the AI model is divided into smaller pieces and each piece is processed by a separate processor. This allows AI models to be trained and run much faster. Overall, processors/compute are essential for AI supercomputers because they allow them to train and run large and complex AI models.
"Market for commercial application in the AI supercomputer market to witness the fastest growth during the forecast period. "
AI supercomputers enable businesses to gain a competitive edge by harnessing the power of AI and high-performance computing for data analysis, predictive modeling, and decision-making. They facilitate innovation, cost reduction, and the development of data-driven strategies, ultimately leading to improved business outcomes and customer satisfaction.
"US is expected to hold the largest market size in North America region during the forecast period."
US is expected to hold the largest share market size of the AI supercomputer market in North America during the forecast period. The growth of the AI supercomputer market in the country is primarily attributed by the combination of government initiatives, private sector investments, and academic research that drives the growth of AI supercomputers in the US. The country has advanced AI technology, innovations, and initiatives necessary to evolve AI into robust solutions with innovative benefits. The US AI supercomputer market is also being driven by the private sector. Several US companies, such as (IBM Corporation, NVIDIA Corporation, Intel Corporation, and Google, are investing heavily in AI supercomputers to develop and deploy new AI products and services.
By Company Type: Tier 1 - 52%, Tier 2 - 31%, and Tier 3 - 17%
By Designation: C-level Executives - 47%, Directors -31%, and Others - 22%
By Region: North America -36%, Europe - 29%, Asia Pacific- 30%, and RoW - 5%
The report profiles key players in the AI supercomputer market with their respective market ranking analysis. Prominent players profiled in this report include NVIDIA Corporation (US), Intel corporation (US), Advanced Micro Devices, Inc. (US), Samsung Electronics (South Korea), Micron Technology, Inc. (US), IBM Corporation (US), Meta (US) Google (US), Dell Inc. (US), Microsoft (US), Huawei Technologies Co., Ltd. (China) Cerebras (US). Apart from these, Hewlett Packard Enterprise Development LP (US), Fujitsu (Japan), Pezy Group (Netherlands), Tesla (US), Atos SE (France), NEC Corporation (Japan), Oracle (US), Amazon Web Services, Inc. (US), Groq, Inc. (US), MediaTek Inc. (Taiwan), Graphcore (UK), SambaNova Systems Inc. (US), Kalray (France), Kneron Inc. (US), Arm Ltd.(UK), are among a few other key companies in the AI supercomputer market.
Report Coverage
The report defines, describes, and forecasts the AI supercomputer market based on component, application, and region. It provides detailed information regarding drivers, restraints, opportunities, and challenges influencing the growth of the AI supercomputer market. It also analyzes competitive developments such as product launches, acquisitions, expansions, contracts, partnerships, and actions carried out by the key players to grow in the market.
Reasons to Buy This Report
The report will help the market leaders/new entrants in the market with information on the closest approximations of the revenue for the overall AI supercomputer market and the subsegments. The report will help stakeholders understand the competitive landscape and gain more insight to position their business better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provide them with information on key drivers, restraints, opportunities, and challenges.
The report will provide insights into the following pointers:
Analysis of key drivers (Increased application of AI supercomputers in healthcare sector), restraints (High acquisition and maintenance costs), opportunities (Contribution of AI in development and deployment of autonomous vehicles), and challenges (Long development and deployment cycles) of the AI supercomputer market.
Product development /Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI supercomputer market.
Market Development: Comprehensive information about lucrative markets; the report analyses the AI supercomputer market across various regions.
Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI supercomputer market.
Competitive Assessment: In-depth assessment of market share, growth strategies, and services, offering of leading players like NIVIDIA Corporation (US), Intel Corporation (US), Advanced Micro Devices, Inc. (US), Samsung Electronics (South Korea), Micron Technology, Inc. (US) among others in the AI supercomputer market.
TABLE OF CONTENTS
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 AI SUPERCOMPUTER MARKET: SEGMENTATION
1.3.2 REGIONAL SCOPE
1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
1.4.1 USD EXCHANGE RATES
1.5 UNITS CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 IMPACT OF RECESSION
2 RESEARCH METHODOLOGY
2.1 RESEARCH APPROACH
FIGURE 2 AI SUPERCOMPUTER MARKET: RESEARCH DESIGN
2.1.1 SECONDARY AND PRIMARY RESEARCH
FIGURE 3 AI SUPERCOMPUTER MARKET: RESEARCH APPROACH
2.1.2 SECONDARY DATA
2.1.2.1 Key data from secondary sources
2.1.2.2 List of major secondary sources
2.1.3 PRIMARY DATA
2.1.3.1 Primary interviews with experts
2.1.3.2 Key data from primary sources
2.1.3.3 Key industry insights
2.1.3.4 List of key primary respondents
2.1.3.5 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY SIDE
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Approach to derive market size using bottom-up analysis (demand side)
FIGURE 5 AI SUPERCOMPUTER MARKET: BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH
2.2.2.1 Approach to derive market size using top-down analysis (supply side)
FIGURE 6 AI SUPERCOMPUTER MARKET: TOP-DOWN APPROACH
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 7 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON AI SUPERCOMPUTER MARKET
2.6 RISK ASSESSMENT
3 EXECUTIVE SUMMARY
FIGURE 8 MEMORY SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 9 GOVERNMENT SEGMENT TO SECURE LARGEST MARKET SHARE DURING FORECAST PERIOD
FIGURE 10 AI SUPERCOMPUTER MARKET, BY REGION, 2022
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI SUPERCOMPUTER MARKET
FIGURE 11 INCREASING APPLICATIONS OF AI SUPERCOMPUTERS IN HEALTHCARE SECTOR TO BOOST MARKET GROWTH
4.2 AI SUPERCOMPUTER MARKET, BY COMPONENT
FIGURE 12 MEMORY SEGMENT TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
4.3 AI SUPERCOMPUTER MARKET, BY APPLICATION
FIGURE 13 GOVERNMENT SEGMENT TO HOLD LARGEST MARKET SHARE FROM 2023 TO 2028
4.4 AI SUPERCOMPUTER MARKET IN ASIA PACIFIC, BY APPLICATION AND COUNTRY
FIGURE 14 GOVERNMENT AND CHINA HELD LARGEST MARKET SHARES IN 2022
4.5 AI SUPERCOMPUTER MARKET, BY COUNTRY
FIGURE 15 INDIA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 16 AI SUPERCOMPUTER MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
FIGURE 17 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF DRIVERS
5.2.1.1 Increased application of AI supercomputers in healthcare industry
5.2.1.2 Development of complex AI models
5.2.1.3 High computational power of AI supercomputers
5.2.1.4 Usage of AI supercomputers in financial institutions
5.2.2 RESTRAINTS
FIGURE 18 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF RESTRAINTS
5.2.2.1 High acquisition and maintenance costs
5.2.2.2 Lack of AI hardware experts and skilled workforce
5.2.3 OPPORTUNITIES
FIGURE 19 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF OPPORTUNITIES
5.2.3.1 Contribution of AI to development and deployment of autonomous vehicles
5.2.3.2 Adoption of cloud-based AI services by several organizations and researchers
5.2.4 CHALLENGES
FIGURE 20 AI SUPERCOMPUTER MARKET: IMPACT ANALYSIS OF CHALLENGES
5.2.4.1 Long development and deployment cycles
5.2.4.2 Complexities associated with hardware and software integration
5.3 VALUE CHAIN ANALYSIS
FIGURE 21 AI INFRASTRUCTURE MARKET: VALUE CHAIN ANALYSIS
*Details on Business overview, Products/Solutions/Services offered, Recent developments, Product launches, Deals, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses/Competitive threats might not be captured in case of unlisted companies.