AI Infrastructure Market: By Offering, By Technology, By Function, By Deployment Type, By End User, and Geography  

AI Infrastructure Market Size, Share, Growth, Trends, and Global Industry Analysis: By Offering (Hardware, Processor, CPU, GPU, FPGA, ASIC, Memory, Storage, Networking, and Server Software), By Technology (Machine learning and Deep learning), By Function (Training and Inference), By Deployment Type (On-premises, Cloud and Hybrid), By End User (Enterprise, Government organization, and Cloud service provider), and Region  

AI Infrastructure Market size was valued at US$ 30.2 billion in 2023 and is expected to grow at a CAGR of 27.3% from 2024 to 2030. The global market provides a detailed overview of the AI infrastructure market, which can be segmented by offering, technology, function, deployment type, end user, and region. By offering, the AI Infrastructure market has been segmented into hardware, processor, CPU, GPU, FPGA, ASIC, memory, storage, networking, and server software. The hardware segment procured the maximum revenue share in the AI infrastructure market in 2021. Processors, storage, memory, and interconnects are hardware components required to create an AI infrastructure. Small in size, more effective, and more potent xeromorphic chip-based systems are expected to display huge hardware devices in the upcoming years due to the rapid advancement of technology. By technology, the AI Infrastructure has been segmented into machine learning and deep learning. The machine learning segment registered the largest revenue share in the AI infrastructure market in 2021 and is anticipated to lead the market owing to its aids in the development of new goods and provides businesses with a picture of trends in consumer behavior and operational business patterns. An important portion of the operations of numerous of today's top businesses, like Google, Facebook, and Uber, revolve around machine learning. By function, the AI Infrastructure market has been segmented into training and inference. The training segment accounted for a significant revenue share in the AI infrastructure market in past years and is expected to have a significant revenue share in upcoming years. By deployment type, the AI Infrastructure market has been segmented into on-premises, cloud, and hybrid. The cloud deployment mode segment held the highest revenue share in the AI infrastructure market owing to reduced operational expenses, fuss-free deployment, high scalability, fast data accessibility, easy access to crucial data, and low capital requirements are just a few benefits of cloud deployment mode. Based on the end user, the segment has been segregated into enterprise, government organizations, and cloud service providers. The enterprise segment acquired a significant revenue share in the AI infrastructure market in past years and would expect to maintain its dominance throughout the forecasted period through the usage of artificial intelligence across numerous businesses around the world.

Ai Infrastructure Market Key Development:
  • In July 2022, Google entered into a partnership with Northwell Health, the largest healthcare system in New York. This partnership focused to use Googles machine learning (ML), artificial intelligence (AI), and cloud capabilities. In addition, the partnership would intensify the health systems digital transformation by utilizing cloud technology and artificial intelligence (AI), to enhance clinician experience, patient care, and operational efficiency.
  • In May 202, Google Cloud announced Vertex AI, a new managed machine learning platform that is meant to make it easier for developers to deploy and maintain their AI models.
  • In Dec 2021, Oracle Corporation acquired Cerner Corporation, an American supplier of health information technology services, devices, and hardware. This acquisition aimed to assist Oracle to scale up its cloud business in the hospital and health system market.

Ai Infrastructure Market Summary

Study Period

2024-2030

Base Year

2023

CAGR

27.3%

Largest Market

North America

Fastest Growing Market

Asia Pacific

AI Infrastructure Market Dynamics

Rising demand for AI software and hardware among various establishments in order to keep up with the increasing volume of data created by applications, advanced AI solutions frequently need new hardware and software. These AI-based solutions, for instance, require updates regarding the annotation and collection of data sources, as well as the creation, processing, and fine-tuning of models when more data becomes available. Deep learning, a branch of AI technology, has grown up to be one of the most significant computational workloads for businesses and will increase the usage of AI infrastructure.

Ai Infrastructure Market Segmentation Analysis

Report Benchmarks

Details

Report Study Period

2024-2030

Market Size in 2023

US$ 30.2 billion

Market CAGR

27.3%

By Offering

  • Hardware
  • Processor
  • CPU
  • GPU
  • FPGA
  • ASIC
  • Memory
  • Storage
  • Networking
  • Server Software

By Technology Type

  • Machine learning
  • Deep learning

By End User Type

  • Enterprise
  • Government organizations
  • Cloud service providers

Key Features of the Report

  • The report provides granular level information about the market size, regional market share, historic market (2019-2023), and forecast (2024-2030)
  • The report covers in-detail insights about the competitor’s overview, company share analysis, key market developments, and their key strategies
  • The report outlines drivers, restraints, unmet needs, and trends that are currently affecting the market
  • The report tracks recent innovations, key developments, and start-up details that are actively working in the market
  • The report provides a plethora of information about market entry strategies, regulatory framework, and reimbursement scenario

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Frequently Asked Questions

The ai infrastructure market size was valued at US$ 30.2 billion in 2023

The ai infrastructure market key players are: Intel Corporation NVIDIA Corporation Samsung Electronics Google Microsoft IBM Amazon Web Services CISCO Xilinx Dell

The ai infrastructure market has been classified into North America, Asia Pacific, Europe, Latin America, Middle East and Africa, and the rest of MEA.

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Author

Sravani

Sravani is a proficient Business Analyst with an MBA and a background in Computer Science, with seven years of expe.....

1. Executive Summary
2. Global AI Infrastructure Market Introduction 
2.1.Global AI Infrastructure Market  - Taxonomy
2.2.Global AI Infrastructure Market  - Definitions
2.2.1.Offering 
2.2.2.Technology Type
2.2.3.End Users Type
2.2.4.Region
3. Global AI Infrastructure Market Dynamics
3.1. Drivers
3.2. Restraints
3.3. Opportunities/Unmet Needs of the Market
3.4. Trends
3.5. Product Landscape
3.6. New Product Launches
3.7. Impact of COVID 19 on Market
4. Global AI Infrastructure Market Analysis, 2018 - 2022 and Forecast 2023 - 2029
4.1.  Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
4.2.  Year-Over-Year (Y-o-Y) Growth Analysis (%) 
4.3.  Market Opportunity Analysis 
5. Global AI Infrastructure Market  By Offering , 2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
5.1. Hardware
5.1.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.1.3. Market Opportunity Analysis 
5.2. Processor
5.2.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.2.3. Market Opportunity Analysis 
5.3. CPU
5.3.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.3.3. Market Opportunity Analysis 
5.4. GPU
5.4.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.4.3. Market Opportunity Analysis 
5.5. FPGA
5.5.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.5.3. Market Opportunity Analysis 
5.6. ASIC
5.6.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.6.3. Market Opportunity Analysis 
5.7. Memory
5.7.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.7.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.7.3. Market Opportunity Analysis 
5.8. Storage
5.8.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.8.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.8.3. Market Opportunity Analysis 
5.9. Networking
5.9.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.9.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.9.3. Market Opportunity Analysis 
5.10. Server Software
5.10.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
5.10.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.10.3. Market Opportunity Analysis 
6. Global AI Infrastructure Market  By Technology Type, 2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
6.1. Machine learning
6.1.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
6.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.1.3. Market Opportunity Analysis 
6.2. Deep learning
6.2.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
6.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.2.3. Market Opportunity Analysis 
7. Global AI Infrastructure Market  By End Users Type, 2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
7.1. Enterprise
7.1.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
7.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.1.3. Market Opportunity Analysis 
7.2. Government organizations
7.2.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
7.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.2.3. Market Opportunity Analysis 
7.3. Cloud service providers
7.3.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
7.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.3.3. Market Opportunity Analysis 
8. Global AI Infrastructure Market  By Region, 2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
8.1. North America
8.1.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
8.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.1.3. Market Opportunity Analysis 
8.2. Europe
8.2.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
8.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.2.3. Market Opportunity Analysis 
8.3. Asia Pacific (APAC)
8.3.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
8.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.3.3. Market Opportunity Analysis 
8.4. Middle East and Africa (MEA)
8.4.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
8.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.4.3. Market Opportunity Analysis 
8.5. Latin America
8.5.1. Market Analysis, 2018 - 2022 and Forecast, 2023 - 2029, (Sales Value USD Million)
8.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.5.3. Market Opportunity Analysis 
9. North America AI Infrastructure Market ,2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
9.1. Offering  Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.1.1.Hardware
9.1.2.Processor
9.1.3.CPU
9.1.4.GPU
9.1.5.FPGA
9.1.6.ASIC
9.1.7.Memory
9.1.8.Storage
9.1.9.Networking
9.1.10.Server Software
9.2.  Technology Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.2.1.Machine learning
9.2.2.Deep learning
9.3.  End Users Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.3.1.Enterprise
9.3.2.Government organizations
9.3.3.Cloud service providers
9.4.  Country Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
9.4.1.United States of America (USA)
9.4.2.Canada
10.Europe AI Infrastructure Market ,2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
10.1. Offering  Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.1.1.Hardware
10.1.2.Processor
10.1.3.CPU
10.1.4.GPU
10.1.5.FPGA
10.1.6.ASIC
10.1.7.Memory
10.1.8.Storage
10.1.9.Networking
10.1.10.Server Software
10.2.  Technology Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.2.1.Machine learning
10.2.2.Deep learning
10.3.  End Users Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.3.1.Enterprise
10.3.2.Government organizations
10.3.3.Cloud service providers
10.4.  Country Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.4.1.Germany
10.4.2.France
10.4.3.Italy
10.4.4.United Kingdom (UK)
10.4.5.Spain
10.4.6.Rest of EU
11. Asia Pacific (APAC) AI Infrastructure Market ,2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
11.1. Offering  Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.1.1.Hardware
11.1.2.Processor
11.1.3.CPU
11.1.4.GPU
11.1.5.FPGA
11.1.6.ASIC
11.1.7.Memory
11.1.8.Storage
11.1.9.Networking
11.1.10.Server Software
11.2.  Technology Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.2.1.Machine learning
11.2.2.Deep learning
11.3.  End Users Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.3.1.Enterprise
11.3.2.Government organizations
11.3.3.Cloud service providers
11.4.  Country Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.4.1.China
11.4.2.India
11.4.3.Australia and New Zealand (ANZ)
11.4.4.Japan
11.4.5.Rest of APAC
12. Middle East and Africa (MEA) AI Infrastructure Market ,2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
12.1. Offering  Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.1.1.Hardware
12.1.2.Processor
12.1.3.CPU
12.1.4.GPU
12.1.5.FPGA
12.1.6.ASIC
12.1.7.Memory
12.1.8.Storage
12.1.9.Networking
12.1.10.Server Software
12.2.  Technology Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.2.1.Machine learning
12.2.2.Deep learning
12.3.  End Users Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.3.1.Enterprise
12.3.2.Government organizations
12.3.3.Cloud service providers
12.4.  Country Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.4.1.GCC Countries
12.4.2.South Africa
12.4.3.Rest of MEA
13. Latin America AI Infrastructure Market ,2018 - 2022 and Forecast 2023 - 2029 (Sales Value USD Million)
13.1. Offering  Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.1.1.Hardware
13.1.2.Processor
13.1.3.CPU
13.1.4.GPU
13.1.5.FPGA
13.1.6.ASIC
13.1.7.Memory
13.1.8.Storage
13.1.9.Networking
13.1.10.Server Software
13.2.  Technology Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.2.1.Machine learning
13.2.2.Deep learning
13.3.  End Users Type Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.3.1.Enterprise
13.3.2.Government organizations
13.3.3.Cloud service providers
13.4.  Country Analysis 2018 - 2022 and Forecast 2023 - 2029 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.4.1.Brazil
13.4.2.Mexico
13.4.3.Rest of LA
14. Competition Landscape
14.1.  Market Player Profiles (Introduction, Brand/Product Sales, Financial Analysis, Product Offerings, Key Developments, Collaborations, M & A, Strategies, and SWOT Analysis) 
14.2.1.Intel Corporation
14.2.2.NVIDIA Corporation
14.2.3.Samsung Electronics
14.2.4.Google
14.2.5.Microsoft
14.2.6.IBM
14.2.7.Amazon Web Services
14.2.8.CISCO
14.2.9.Xilinx
14.2.10.Dell
15. Research Methodology 
16. Appendix and Abbreviations 

Key Market Players

  • Intel Corporation
  • NVIDIA Corporation
  • Samsung Electronics
  • Google
  • Microsoft
  • IBM
  • Amazon Web Services
  • CISCO
  • Xilinx
  • Dell

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