세계의 AI 하드웨어 시장 : 규모, 점유율, 성장 분석 - 제품별, 하드웨어 유형별, 용도별, 최종 사용자별, 지역별 산업 예측(2024-2031년)

Artificial Intelligence (AI) in Hardware Market size was valued at USD 13.3 Billion in 2022 and is poised to grow from USD 23.5 Billion in 2023 to USD 84.9 Billion by 2031, growing at a CAGR of 15.5% in the forecast period (2024-2031).

Artificial Intelligence (AI) in the Hardware Market is experiencing significant transformations influenced by technological advancements, evolving consumer demands, regulatory factors, and competitive progressions. The evolution of AI hardware solutions is primarily driven by technological breakthroughs, notably in the semiconductor industry with the introduction of specialised AI chips like GPU (Graphics Processing Unit) and TPU (Tensor Processing Unit), enhancing the efficiency and performance of AI systems and propelling market expansion. The growth of AI Hardware technology is driven by technological advancements and the widespread adoption of smart devices, with AI chipsets playing a pivotal role in various applications from smartphones to industrial robots. The market is further stimulated by advancements in deep learning and machine learning technologies, necessitating rapid AI chipsets for real-time data processing and decision-making. The study forecasts a substantial annual growth rate for AI-related semiconductors, indicating a competitive landscape with emerging players offering specialized AI hardware solutions tailored to specific use cases, while regulatory considerations and geopolitical factors impact market dynamics and innovation. Compliance with regulations is crucial for AI hardware manufacturers to ensure AI technology's safety, integrity, and ethical use, amidst potential influences from trade policies on the global supply chain and market dynamics of AI hardware products.

Top-down and bottom-up approaches were used to estimate and validate the size of the Artificial Intelligence (AI) in Hardware market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Artificial Intelligence (AI) in Hardware Market Segmental Analysis

The Artificial Intelligence in Hardware Market is segmented into product, hardware type, application, end-user, and region. By product, it is segmented into Sound processor, Vision processor, Embedded sound processing unit, and Embedded vision processing unit. By hardware type, it is segmented into Processors (CPUs, GPUs, TPUs, FPGAs), Memory (DRAM, SRAM, NVM), Storage (HDDs, SSDs), and Networking (Network interface cards, switches). Machine learning is further bifurcated into Deep learning & Predictive analytics. By application, the market is segmented into Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, and Others. By end user, the market is segmented into BFSI, IT & Telecommunication, Retail, Manufacturing, Healthcare, and Others. By region, the market is segmented into North America, Asia Pacific, Europe, Latin America, and MEA.

Drivers of the Artificial Intelligence (AI) in Hardware Market

The continual evolution and progress of hardware technology are driving the expansion of the worldwide AI in Hardware Market. Breakthroughs in the semiconductor sector, like the creation of specialized AI chips such as GPUs (Graphics Processing Units) and TPUs (Tensor Processing Units), are amplifying the capabilities and efficiency of AI systems and applications, consequently facilitating market growth and broader adoption.

Restraints in the Artificial Intelligence (AI) in Hardware Market

A significant impediment facing Artificial Intelligence (AI) in Hardware Market is the substantial expenses linked to crafting and integrating AI systems. The advanced hardware elements essential for AI utilization frequently come with exorbitant costs, rendering them inaccessible to small enterprises and financially restricted entities. This economic barrier not only hampers the widespread adoption of AI technologies but also exacerbates the digital divide, limiting the competitive edge of organizations that lack the financial means to invest in cutting-edge hardware infrastructure essential for AI advancement.

Market Trends of the Artificial Intelligence (AI) in Hardware Market

The Hardware Market for Artificial Intelligence (AI) is undergoing significant shifts, shaping its growth trajectory with emerging trends. A prominent development is the surging demand for tailored AI hardware, catering to specific tasks and industry requirements. With AI's pervasive integration across sectors, the necessity for bespoke hardware intensifies, addressing diverse computing needs like natural language processing, computer vision, and autonomous driving. This trend fosters innovation among hardware producers, leading to evolving units. Additionally, the ascent of edge AI hardware solutions is notable, spurred by the expanding Internet of Things (IoT) landscape, aiming for real-time operations and computations at the network periphery. This emphasizes the industry's dynamic adaptation to technological advancements.

Table of Contents

Introduction

• Objectives of the Study
• Definitions
• Market Scope

Research Methodology

• Information Procurement
• Secondary & Primary Data Sources
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Market Overview Outlook
• Supply Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Dynamics
  • Drivers
  • Opportunities
  • Restraints
  • Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of Substitute Products
  • Bargaining Power of Buyers
  • Threat of New Entrants
  • Bargaining Power of Suppliers

Key Market Insights

• Technology Analysis
• Patent Analysis
• Ecosystem of the Market
• Start-up Analysis
• Market Attractiveness Index
• Regulatory Landscape
• Innovation Matrix
• Top Investment Analysis
• Key Success Factor
• Degree of Competition

Artificial Intelligence (AI) Hardware Market by product

• Market Overview
• Sound processor
• Vision processor
• Embedded sound processing unit
• Embedded vision processing unit

Artificial Intelligence (AI) Hardware Market by hardware type

• Market Overview
• Processors
  • CPUs
  • GPUs
  • TPUs
  • FPGAs
• Memory
  • DRAM
  • SRAM
  • NVM
• Storage
  • HDDs
  • SSDs
• Networking
  • Network interface cards
  • switches

Artificial Intelligence (AI) Hardware Market by Application

• Market Overview
• Machine Learning
• Deep Learning
• Computer Vision
• Natural Language Processing
• Others

Artificial Intelligence (AI) Hardware Market by End-Use

• Market Overview
• BFSI
• IT & Telecomunication
• Retail
• Manufacturing
• Healthcare
• Others

Artificial Intelligence (AI) Hardware Market Size by Region

• Market Overview
• North America
  • USA
  • Canada
• Europe
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America
  • Brazil
  • Rest of Latin America
• Middle East & Africa (MEA)
  • GCC Countries
  • South Africa
  • Rest of MEA

Competitive Landscape

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Activities in the Market
• Key Companies Market Share (%), 2023

Key Company Profiles

• NVIDIA Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Qualcomm Technologies, Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• AMD (Advanced Micro Devices, Inc.) (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Google LLC (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Apple Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Amazon Web Services, Inc. (AWS) (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Xilinx, Inc. (now part of AMD) (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• ARM Holdings plc (UK)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Graphcore (UK)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cerebras Systems (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Huawei Technologies Co., Ltd. (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Baidu, Inc. (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Alibaba Group Holding Limited (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Tencent Holdings Ltd. (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Samsung Electronics Co., Ltd. (South Korea)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Fujitsu Limited (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Mythic Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments