Product Code: r14681
AI in hardware denotes the integration of artificial intelligence (AI) technologies within hardware devices or systems, leveraging machine learning algorithms, deep learning models, and diverse AI techniques. This integration aims to elevate the functionality, efficiency, and overall performance of hardware devices, encompassing computers, smartphones, and Internet of Things (IoT) devices.
The primary categories of AI in hardware comprise processors, memory networks, and storage systems. A processor, often referred to as a central processing unit (CPU), functions as the electronic core responsible for executing tasks within computers and electronic devices. These AI-equipped hardware solutions span both cloud-based and on-premise deployments, harnessing technologies such as machine learning, computer vision, natural language processing, and expert systems. They find application across various sectors, including but not limited to telecommunications, IT industries, banking and finance, education, e-commerce, navigation, robotics, agriculture, healthcare, and more. These applications serve diverse purposes such as training and simulation, driver monitoring systems, surveillance and security, among others.
The AI in hardware market research report is one of a series of new reports from The Business Research Company that provides AI in hardware market statistics, including AI in hardware industry global market size, regional shares, competitors with AI in hardware market share, detailed AI in hardware market segments, market trends and opportunities, and any further data you may need to thrive in the AI in hardware industry. This AI in hardware market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.
The ai in hardware market size has grown exponentially in recent years. It will grow from $20.88 billion in 2023 to $25.96 billion in 2024 at a compound annual growth rate (CAGR) of 24.3%. The expansion observed during the historical period can be attributed to robust economic growth experienced in emerging markets, a notable increase in smartphone penetration, and a surge in the adoption of AI hardware within the banking, IT, and telecommunications sectors.
The ai in hardware market size is expected to see exponential growth in the next few years. It will grow to $58.61 billion in 2028 at a compound annual growth rate (CAGR) of 22.6%. The projected growth in the forecast period is anticipated to stem from rapid urbanization, a heightened penetration of the internet, the rise of smart cities, an escalating demand for autonomous vehicles, and an increasing need for cloud computing services. Key trends expected in this period encompass rapid urbanization, further penetration of the internet, the continued development of smart cities, a rising demand for autonomous vehicles, and an increased need for cloud computing services.
The AI in hardware market is poised for growth, driven by the widespread adoption of AI hardware in the banking, IT, and telecom sectors. These industries, experiencing notable expansion, are increasingly incorporating AI technologies to optimize operations, enhance customer experiences, and foster innovation. In the banking sector, AI hardware is utilized to bolster fraud detection, risk management, and customer service. IT companies leverage AI hardware to analyze extensive data from connected devices, detecting anomalies and predicting maintenance requirements. Similarly, telecom companies employ AI-enabled hardware to analyze real-time network traffic, swiftly identifying and resolving performance issues. As of January 2022, according to the Government Digital Service, IT and telecom had adopted 29.5% of AI technology, with the highest AI adoption in banking and IT at 52%, and in media and telecoms at 38%. The increasing integration of AI hardware in banking, IT, and telecom is a key driver propelling the growth of the AI in hardware market.
The AI hardware market is expected to experience growth propelled by the expanding reach of the internet. Internet penetration, a measure of the percentage of the population with access to the internet, plays a pivotal role in advancing AI in hardware. It facilitates data access, supports cloud computing, encourages collaboration, enables remote access to AI services, and contributes to the widespread deployment of AI applications across diverse industries. In 2022, 60% of the global population had internet access, as reported by Euromonitor International. Projections indicate a significant increase in the global online penetration rate, reaching 71% by the end of 2027. This anticipated growth suggests an additional billion internet users worldwide within the next five years. Consequently, the rising internet penetration is expected to have a positive impact on the growth of the AI in hardware market during the forecast period.
A prominent trend gaining traction in the AI in hardware market is the surge in technological advancements, with major companies strategically adopting new technologies to fortify their positions. In April 2021, Intel Corporation, a leading US-based semiconductor technology corporation, unveiled the 3rd generation Intel Xeon Scalable processors featuring built-in artificial intelligence (AI) acceleration. This innovative technology, complemented by Intel's extensive portfolio encompassing Ethernet adapters, FPGAs, persistent memory and storage, Intel OptaneTM, optimized software solutions, high-performance computing (HPC), networking, and intelligent edge applications, delivers significant performance and workload enhancements. Notable features include vector neural network instructions (VNNI), accelerating convolutional neural networks, and tensor float 32 (BFLOAT16) support, expediting training and inference in deep learning models. The 3rd generation Intel Xeon Scalable processors, equipped with robust AI acceleration capabilities, are well-suited for applications in AI and machine learning.
Companies in the AI in hardware market are strategically incorporating robotics and artificial intelligence, particularly in manufacturing and industrial automation. AI hardware plays a pivotal role in tasks such as machine vision, quality control, and precision control of robotic arms within these sectors. The growth of manufacturing and industrial automation sectors is driving increased demand for AI processing units and controllers. In May 2023, OSARO, a US-based company specializing in robotics and artificial intelligence, introduced an AI-powered robotic kitting system tailored to meet the demands of the expanding subscription market. This system automates the kitting process, involving the assembly of individual items into kits or packages. OSARO's Robotic Kitting System integrates AI with modular hardware, including grippers, robot arms, and sensors, showcasing the industry's commitment to advancing AI applications in diverse fields.
In June 2023, Databricks, Inc., a US enterprise software company, completed the acquisition of MosaicMLL for $1.3 billion. This acquisition is aimed at enhancing Databricks' generative AI capabilities by integrating MosaicMLL's models, training, and inference capabilities into its enterprise-focused lakehouse platform. MosaicMLL, a US company, specializes in providing complex systems and hardware to facilitate the development and training of large, intricate generative AI models for customers.
Major companies operating in the ai in hardware market report are Qualcomm Technologies, Alphabet Inc., Micron Technology, NVDIA Corporation, Huawei Technologies Co. Ltd. Intel, Apple Inc., IBM, Advanced Micro Devices Inc., Samsung Electronics Co. Ltd., Xilinx, Cambricon Technologies, Graphcore, Kalray, Mipsology, BrainChip Holdings, LightOn, Synetec, Imobisoft, Light IT Global, Webol, Theodo, Digiryte, Innowise Group, Magora, Skyward Digital, GPU-Tech, Elvees NeoTek, Cogito Instruments, Trencadis Corp, Dell Technology Inc., Amazon Web Services, Inc., Open AI, Empiria.ai, NetuxLab, Tellumat, DataProphet, Cortex Logic, JUMO, Xineoh, Clevva
North America was the largest region in the AI in hardware market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the ai in hardware market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the ai in hardware market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Italy, Spain, Canada.
The AI in hardware market consists of revenues earned by entities by provide AI in hardware services such as AI-optimized hardware design, AI consulting, AI accelerators, and cloud-based AI services. The market value includes the value of related goods sold by the service provider or included within the service offering. The AI in hardware market also includes sales of AI chips and processors, robotics hardware, graphics processing units (GPUs), AI central processing units (CPUs), tensor processing units (TPUs), and AI processors that are used in providing AI in hardware services. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
AI In Hardware Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on ai in hardware market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
Reasons to Purchase
- Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
- Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
- Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
- Measure the impact of high global inflation on market growth.
- Create regional and country strategies on the basis of local data and analysis.
- Identify growth segments for investment.
- Outperform competitors using forecast data and the drivers and trends shaping the market.
- Understand customers based on the latest market shares.
- Benchmark performance against key competitors.
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Where is the largest and fastest growing market for ai in hardware? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai in hardware market global report from the Business Research Company answers all these questions and many more.
The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.
- The market characteristics section of the report defines and explains the market.
- The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
- The forecasts are made after considering the major factors currently impacting the market. These include:
The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.
The impact of higher inflation in many countries and the resulting spike in interest rates.
The continued but declining impact of covid 19 on supply chains and consumption patterns.
- Market segmentations break down the market into sub markets.
- The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
- The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
- The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
Markets Covered:
- 1) By Type: Processor; Memory Network; Storage
- 2) By Deployment: Cloud; On-Premise
- 3) By Technology: Machine Learning; Computer Vision; Natural Language Processing; Expert Systems
- 4) By Application: Training And Simulation; Driver Monitoring Systems; Surveillance And Security; Other Applications
- 5) By End User: Telecommunication And IT (Information Technology) Industry; Banking And Finance Sectors; Ecommerce; Robotics; Healthcare; Other End Users
- Companies Mentioned: Qualcomm Technologies; Alphabet Inc.; Micron Technology; NVDIA Corporation; Huawei Technologies Co. Ltd.
- Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
- Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
- Time series: Five years historic and ten years forecast.
- Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
- Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
- Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
- Delivery Format: PDF, Word and Excel Data Dashboard.
Table of Contents
1. Executive Summary
2. AI In Hardware Market Characteristics
3. AI In Hardware Market Trends And Strategies
4. AI In Hardware Market - Macro Economic Scenario
- 4.1. Impact Of High Inflation On The Market
- 4.2. Ukraine-Russia War Impact On The Market
- 4.3. COVID-19 Impact On The Market
5. Global AI In Hardware Market Size and Growth
- 5.1. Global AI In Hardware Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
- 5.2. Global AI In Hardware Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
- 5.3. Global AI In Hardware Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)
6. AI In Hardware Market Segmentation
- 6.1. Global AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Processor
- Memory Network
- Storage
- 6.2. Global AI In Hardware Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Cloud
- On-Premise
- 6.3. Global AI In Hardware Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Machine Learning
- Computer Vision
- Natural Language Processing
- Expert Systems
- 6.4. Global AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Training And Simulation
- Driver Monitoring Systems
- Surveillance And Security
- Other Applications
- 6.5. Global AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Telecommunication And IT (Information Technology) Industry
- Banking And Finance Sectors
- Ecommerce
- Robotics
- Healthcare
- Other End Users
7. AI In Hardware Market Regional And Country Analysis
- 7.1. Global AI In Hardware Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 7.2. Global AI In Hardware Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8. Asia-Pacific AI In Hardware Market
- 8.1. Asia-Pacific AI In Hardware Market Overview
- Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
- 8.2. Asia-Pacific AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 8.3. Asia-Pacific AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 8.4. Asia-Pacific AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
9. China AI In Hardware Market
- 9.1. China AI In Hardware Market Overview
- 9.2. China AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
- 9.3. China AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
- 9.4. China AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
10. India AI In Hardware Market
- 10.1. India AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 10.2. India AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 10.3. India AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11. Japan AI In Hardware Market
- 11.1. Japan AI In Hardware Market Overview
- 11.2. Japan AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 11.3. Japan AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 11.4. Japan AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12. Australia AI In Hardware Market
- 12.1. Australia AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 12.2. Australia AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 12.3. Australia AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13. Indonesia AI In Hardware Market
- 13.1. Indonesia AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 13.2. Indonesia AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 13.3. Indonesia AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14. South Korea AI In Hardware Market
- 14.1. South Korea AI In Hardware Market Overview
- 14.2. South Korea AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 14.3. South Korea AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 14.4. South Korea AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15. Western Europe AI In Hardware Market
- 15.1. Western Europe AI In Hardware Market Overview
- 15.2. Western Europe AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 15.3. Western Europe AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 15.4. Western Europe AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16. UK AI In Hardware Market
- 16.1. UK AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 16.2. UK AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 16.3. UK AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17. Germany AI In Hardware Market
- 17.1. Germany AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 17.2. Germany AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 17.3. Germany AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18. France AI In Hardware Market
- 18.1. France AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 18.2. France AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 18.3. France AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19. Italy AI In Hardware Market
- 19.1. Italy AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 19.2. Italy AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 19.3. Italy AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20. Spain AI In Hardware Market
- 20.1. Spain AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 20.2. Spain AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 20.3. Spain AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21. Eastern Europe AI In Hardware Market
- 21.1. Eastern Europe AI In Hardware Market Overview
- 21.2. Eastern Europe AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 21.3. Eastern Europe AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 21.4. Eastern Europe AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22. Russia AI In Hardware Market
- 22.1. Russia AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 22.2. Russia AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 22.3. Russia AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23. North America AI In Hardware Market
- 23.1. North America AI In Hardware Market Overview
- 23.2. North America AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 23.3. North America AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 23.4. North America AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24. USA AI In Hardware Market
- 24.1. USA AI In Hardware Market Overview
- 24.2. USA AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 24.3. USA AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 24.4. USA AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25. Canada AI In Hardware Market
- 25.1. Canada AI In Hardware Market Overview
- 25.2. Canada AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 25.3. Canada AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 25.4. Canada AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26. South America AI In Hardware Market
- 26.1. South America AI In Hardware Market Overview
- 26.2. South America AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 26.3. South America AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 26.4. South America AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27. Brazil AI In Hardware Market
- 27.1. Brazil AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 27.2. Brazil AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 27.3. Brazil AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28. Middle East AI In Hardware Market
- 28.1. Middle East AI In Hardware Market Overview
- 28.2. Middle East AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 28.3. Middle East AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 28.4. Middle East AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29. Africa AI In Hardware Market
- 29.1. Africa AI In Hardware Market Overview
- 29.2. Africa AI In Hardware Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 29.3. Africa AI In Hardware Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 29.4. Africa AI In Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
30. AI In Hardware Market Competitive Landscape And Company Profiles
- 30.1. AI In Hardware Market Competitive Landscape
- 30.2. AI In Hardware Market Company Profiles
- 30.2.1. Qualcomm Technologies
- 30.2.1.1. Overview
- 30.2.1.2. Products and Services
- 30.2.1.3. Strategy
- 30.2.1.4. Financial Performance
- 30.2.2. Alphabet Inc.
- 30.2.2.1. Overview
- 30.2.2.2. Products and Services
- 30.2.2.3. Strategy
- 30.2.2.4. Financial Performance
- 30.2.3. Micron Technology
- 30.2.3.1. Overview
- 30.2.3.2. Products and Services
- 30.2.3.3. Strategy
- 30.2.3.4. Financial Performance
- 30.2.4. NVDIA Corporation
- 30.2.4.1. Overview
- 30.2.4.2. Products and Services
- 30.2.4.3. Strategy
- 30.2.4.4. Financial Performance
- 30.2.5. Huawei Technologies Co. Ltd.
- 30.2.5.1. Overview
- 30.2.5.2. Products and Services
- 30.2.5.3. Strategy
- 30.2.5.4. Financial Performance
31. AI In Hardware Market Other Major And Innovative Companies
- 31.1. Intel
- 31.2. Apple Inc.
- 31.3. IBM
- 31.4. Advanced Micro Devices Inc.
- 31.5. Samsung Electronics Co. Ltd.
- 31.6. Xilinx
- 31.7. Cambricon Technologies
- 31.8. Graphcore
- 31.9. Kalray
- 31.10. Mipsology
- 31.11. BrainChip Holdings
- 31.12. LightOn
- 31.13. Synetec
- 31.14. Imobisoft
- 31.15. Light IT Global
32. Global AI In Hardware Market Competitive Benchmarking
33. Global AI In Hardware Market Competitive Dashboard
34. Key Mergers And Acquisitions In The AI In Hardware Market
35. AI In Hardware Market Future Outlook and Potential Analysis
- 35.1 AI In Hardware Market In 2028 - Countries Offering Most New Opportunities
- 35.2 AI In Hardware Market In 2028 - Segments Offering Most New Opportunities
- 35.3 AI In Hardware Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies
36. Appendix
- 36.1. Abbreviations
- 36.2. Currencies
- 36.3. Historic And Forecast Inflation Rates
- 36.4. Research Inquiries
- 36.5. The Business Research Company
- 36.6. Copyright And Disclaimer