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한글목차
인지 컴퓨팅 시장 규모는 향후 수년간 비약적인 성장이 전망됩니다. 2029년에는 연간 평균 성장률(CAGR) 24.2%로 성장할 전망이며, 1,551억 2,000만 달러로 성장이 예측됩니다. 예측 기간의 성장은 데이터 양 증가, 클라우드 컴퓨팅 성장, 고객 경험 향상에 대한 수요, 자율 시스템 진화, 사이버 보안 강화로 인한 것입니다. 예측 기간 주요 동향으로는 머신러닝 및 AI의 진보, 양자 컴퓨팅의 진보, 5G 기술과의 통합, 블록체인과의 융합, 자연 언어 처리의 진보, 증강현실(AR) 및 가상현실(VR)의 통합 등이 있습니다.
비구조화된 데이터 양 증가는 향후 수년간 인지 컴퓨팅 시장의 확대를 견인할 것으로 예상됩니다. 비구조화 데이터란 사전 정의된 데이터 모델이 없거나 특정 방식으로 정리되지 않은 정보를 말하며, 기존 데이터베이스나 도구로는 처리나 분석이 어려웠습니다. 인지 컴퓨팅은 자연언어, 이미지, 패턴을 분석, 해석, 이해하는 데 이용되며 비구조화 데이터를 다룰 때 인간의 의사결정 과정을 기계가 재현할 수 있도록 합니다. 예를 들어 2022년 8월 미국 소프트웨어 회사인 Komprise사는 IT 리더의 87%가 비구조화 데이터 증가를 관리하는 것을 최우선 사항으로 인식하고 있으며 2021년 70%에서 증가했다고 보고했습니다. 이처럼 비구조화 데이터의 증가가 인지 컴퓨팅 시장의 성장을 촉진하고 있습니다.
인지 컴퓨팅 분야의 주요 기업은 경쟁력과 수익성을 높이기 위해 5G 등의 신기술을 전략적으로 도입하고 있습니다. 인지 컴퓨팅의 5G 통합은 인지 컴퓨팅 시스템의 속도, 효율성, 연결성을 향상시키는 5세대 무선 기술을 활용합니다. 이 진보는 보다 신속한 데이터 처리를 촉진하고 인공지능의 능력을 확장합니다. 예를 들어 2023년 3월 인도 IT기업 Tata Consultancy Services Ltd.는 AI, 5G, 엣지 컴퓨팅을 융합한 5G 대응 솔루션 'Cognitive Plant Operations Adviser'를 발표했습니다. 이 혁신은 모니터링, 진단, 최적화, 학습 기능을 포함한 자율적인 생산 프로세스를 강화합니다. Microsoft Azure상의 TCS Enterprise 5G Edge 스위트의 일부인 이 툴은 제조나 제약 등의 업계용으로 설계되었으며 고도의 인텔리전스, 유연성, 회복력을 오퍼레이션에 부여함으로써 생산에 혁명을 일으키는 것을 목적으로 하고 있습니다. 또한 플랜트 정보 모델의 작성을 용이하게 하고 요원에게 조작 가이던스를 제공합니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향 및 전략
제4장 시장-금리, 인플레이션, 지정학, 코로나, 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오
제5장 세계의 성장 분석 및 전략 분석 프레임워크
세계의 인지 컴퓨팅 PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인 및 억제요인)
최종 이용 산업의 분석
세계의 인지 컴퓨팅 시장 : 성장률 분석
세계의 인지 컴퓨팅 시장 실적 : 규모 및 성장(2019-2024년)
세계의 인지 컴퓨팅 시장 예측 : 규모 및 성장(2024-2029년, 2034년)
세계의 인지 컴퓨팅 전체 시장 규모(TAM)
제6장 시장 세분화
세계의 인지 컴퓨팅 시장 : 컴포넌트별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
플랫폼
서비스
세계의 인지 컴퓨팅 시장 : 기술별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
머신러닝(ML)
휴먼 컴퓨터 인터랙션
자연 언어 처리(NLP)
딥러닝
세계의 인지 컴퓨팅 시장 : 전개 모드별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
온프레미스
클라우드
하이브리드
세계의 인지 컴퓨팅 시장 : 최종 사용자별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
은행/금융서비스/보험(BFSI)
헬스케어
소매업 및 전자상거래
정보기술 및 통신
정부 및 방위
기타 최종 사용자
세계의 인지 컴퓨팅 시장 : 플랫폼별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
머신러닝 플랫폼
자연 언어 처리(NLP) 플랫폼
자동 추론 플랫폼
음성 인식 플랫폼
화상 및 동영상 분석 플랫폼
세계의 인지 컴퓨팅 시장 : 서비스 유형별 세분화 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
컨설팅 서비스
통합서비스
지원 및 유지보수 서비스
매니지드 서비스
연수 및 교육 서비스
제7장 지역별 및 국가별 분석
세계의 인지 컴퓨팅 시장 : 지역별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
세계의 인지 컴퓨팅 시장 : 국가별 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
제8장 아시아태평양 시장
제9장 중국 시장
제10장 인도 시장
제11장 일본 시장
제12장 호주 시장
제13장 인도네시아 시장
제14장 한국 시장
제15장 서유럽 시장
제16장 영국 시장
제17장 독일 시장
제18장 프랑스 시장
제19장 이탈리아 시장
제20장 스페인 시장
제21장 동유럽 시장
제22장 러시아 시장
제23장 북미 시장
제24장 미국 시장
제25장 캐나다 시장
제26장 남미 시장
제27장 브라질 시장
제28장 중동 시장
제29장 아프리카 시장
제30장 경쟁 구도 및 기업 프로파일
인지 컴퓨팅 시장 : 경쟁 구도
인지 컴퓨팅 시장 : 기업 프로파일
Amazon.com Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
Alphabet Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
Samsung Group 개요, 제품 및 서비스, 전략 및 재무 분석
Microsoft Corporation 개요, 제품 및 서비스, 전략 및 재무 분석
Meta Platforms Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
제31장 기타 주요 기업 및 혁신 기업
Dell Technologies Inc.
Huawei Technologies Co. Ltd.
Tencent Holdings Ltd.
Siemens AG
General Electric Company
Accenture PLC
International Business Machines Corporation
Qualcomm Inc.
Oracle Corporation
Honeywell International Inc.
SAP SE
Hewlett-Packard Enterprise Company
Nvidia Corporation
Salesforce Inc.
Baidu Inc.
제32장 세계 시장 경쟁 벤치마킹 및 대시보드
제33장 주요 인수합병(M&A)
제34장 최근 시장 동향
제35장 시장의 잠재력이 높은 국가, 부문 및 전략
인지 컴퓨팅 시장 : 새로운 기회를 제공하는 국가(2029년)
인지 컴퓨팅 시장 : 새로운 기회를 제공하는 부문(2029년)
인지 컴퓨팅 시장 : 성장 전략(2029년)
시장 동향에 기초한 전략
경쟁 전략
제36장 부록
AJY
영문 목차
영문목차
Cognitive computing encompasses technology platforms designed to emulate human thought processes using self-learning algorithms such as data mining, pattern recognition, and natural language processing. These platforms aim to enhance decision-making, improve human-computer interaction, and automate complex tasks, effectively bridging the gap between human capabilities and artificial intelligence.
The two main components of cognitive computing are the platform and services. The platform comprises the hardware and software infrastructure supporting the development and deployment of cognitive applications. These platforms utilize various technologies including machine learning, natural language processing, and deep learning, which can be deployed on-premise, in the cloud, or in hybrid environments. End-users across industries such as banking, healthcare, retail, IT, government, and defense leverage cognitive computing technologies to drive innovation and improve operational efficiency.
The cognitive computing market research report is one of a series of new reports from The Business Research Company that provides cognitive computing market statistics, including the cognitive computing industry global market size, regional shares, competitors with a cognitive computing market share, detailed cognitive computing market segments, market trends, and opportunities, and any further data you may need to thrive in the cognitive computing industry. This cognitive computing 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 cognitive computing market size has grown exponentially in recent years. It will grow from $51.03 billion in 2024 to $65.18 billion in 2025 at a compound annual growth rate (CAGR) of 27.7%. The growth in the historic period can be attributed to rising adoption of iot devices and big data analytics, government and defense applications, retail and e-commerce customization, demand for data-driven insights, demand for smart assistants.
The cognitive computing market size is expected to see exponential growth in the next few years. It will grow to $155.12 billion in 2029 at a compound annual growth rate (CAGR) of 24.2%. The growth in the forecast period can be attributed to increased data volumes, growth of cloud computing, demand for enhanced customer experiences, autonomous systems evolution, cybersecurity enhancements. Major trends in the forecast period include advancements in machine learning and AI, advances in quantum computing, integration with 5G technology, convergence with blockchain, natural language processing advances, augmented reality (AR) and virtual reality (VR) integration.
The growing volume of unstructured data is expected to drive the expansion of the cognitive computing market in the coming years. Unstructured data refers to information that lacks a predefined data model or is not organized in a specific way, making it challenging to process and analyze with traditional databases and tools. Cognitive computing is utilized to analyze, interpret, and understand natural language, images, and patterns, allowing machines to replicate human decision-making processes in dealing with unstructured data. For example, in August 2022, Komprise, a US-based software company, reported that 87% of IT leaders recognized managing the growth of unstructured data as a top priority, up from 70% in 2021. Thus, the increase in unstructured data is fueling the growth of the cognitive computing market.
Key players within the cognitive computing sector are strategically embracing emerging technologies, such as 5G, to enhance their competitive standing and profitability. 5G integration in cognitive computing harnesses fifth-generation wireless technology to amplify the speed, efficiency, and connectivity of cognitive computing systems. This advancement facilitates swifter data processing and augments artificial intelligence capabilities. For instance, in March 2023, Tata Consultancy Services Ltd., an India-based IT firm, unveiled the Cognitive Plant Operations Adviser-a 5G-enabled solution merging AI, 5G, and edge computing. This innovation empowers autonomous production processes, encompassing monitoring, diagnosing, optimizing, and learning functionalities. Tailored for industries such as manufacturing and pharmaceuticals, this tool, part of the TCS Enterprise 5G Edge suite on Microsoft Azure, aims to revolutionize production by imbuing operations with heightened intelligence, flexibility, and resilience. It additionally facilitates the creation of plant information models and offers operational guidance to personnel.
In March 2022, Microsoft Corporation, a prominent technology company headquartered in the United States, finalized the acquisition of Nuance Communications Inc., also based in the US, for an undisclosed sum. This strategic move is positioned to revolutionize industry-specific cloud strategies, as well as work and care futures, by advancing security-focused, cloud-based AI solutions that facilitate business acceleration across various sectors. Nuance Communications Inc. specializes in providing cloud and cognitive computing solutions, aligning closely with Microsoft's vision of driving innovation and transformation in the digital landscape.
Major companies operating in the cognitive computing market report are Amazon.com Inc., Alphabet Inc., Samsung Group, Microsoft Corporation, Meta Platforms Inc., Dell Technologies Inc., Huawei Technologies Co. Ltd., Tencent Holdings Ltd., Siemens AG, General Electric Company, Accenture PLC, International Business Machines Corporation, Qualcomm Inc., Oracle Corporation, Honeywell International Inc., SAP SE, Hewlett-Packard Enterprise Company, Nvidia Corporation, Salesforce Inc., Baidu Inc., Palantir Technologies Inc., OpenAI, UiPath, C3.ai Inc., DataRobot Inc., Clarifai Inc.
North America was the largest region in the cognitive computing market in 2024. Asia Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the cognitive computing market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the cognitive computing market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain
The cognitive computing market consists of revenues earned by entities by providing services such as data mining, pattern recognition, speech recognition, emotion recognition, image recognition, and sentiment analysis. The market value includes the value of related goods sold by the service provider or included within the service offering. The cognitive computing market also includes sales of neuromorphic chips, central processing units (CPUs), and robotics that are used in providing 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.
Cognitive Computing Global Market Report 2025 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 cognitive computing 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.
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Where is the largest and fastest growing market for cognitive computing ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The cognitive computing 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 forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.
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 Component: Platform; Service
2) By Technology: Machine Learning (ML); Human Computer Interaction; Natural Language Processing (NLP); Deep Learning
3) By Deployment mode: On-Premise; Cloud; Hybrid
4) By End-User: Banking, Financial Services And Insurance (BFSI); Healthcare; Retail And E-commerce; Information Technology And Telecom; Government And Defense; Other End Users
Subsegments:
1) By Platform: Machine Learning Platforms; Natural Language Processing (NLP) Platforms; Automated Reasoning Platforms; Speech and Voice Recognition Platforms; Image and Video Analysis Platforms
2) By Service: Consulting Services; Integration Services; Support and Maintenance Services; Managed Services; Training and Education Services
Companies Mentioned: Amazon.com Inc.; Alphabet Inc.; Samsung Group; Microsoft Corporation; Meta Platforms Inc.
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. Cognitive Computing Market Characteristics
3. Cognitive Computing Market Trends And Strategies
4. Cognitive Computing Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market
5. Global Cognitive Computing Growth Analysis And Strategic Analysis Framework
5.1. Global Cognitive Computing PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
5.2. Analysis Of End Use Industries
5.3. Global Cognitive Computing Market Growth Rate Analysis
5.4. Global Cognitive Computing Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
5.5. Global Cognitive Computing Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
5.6. Global Cognitive Computing Total Addressable Market (TAM)
6. Cognitive Computing Market Segmentation
6.1. Global Cognitive Computing Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Platform
Service
6.2. Global Cognitive Computing Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Machine Learning (ML)
Human Computer Interaction
Natural Language Processing (NLP)
Deep Learning
6.3. Global Cognitive Computing Market, Segmentation By Deployment mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
On-Premise
Cloud
Hybrid
6.4. Global Cognitive Computing Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Banking, Financial Services And Insurance (BFSI)
Healthcare
Retail And E-commerce
Information Technology And Telecom
Government And Defense
Other End Users
6.5. Global Cognitive Computing Market, Sub-Segmentation Of Platform, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Machine Learning Platforms
Natural Language Processing (NLP) Platforms
Automated Reasoning Platforms
Speech and Voice Recognition Platforms
Image and Video Analysis Platforms
6.6. Global Cognitive Computing Market, Sub-Segmentation Of Service, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Consulting Services
Integration Services
Support and Maintenance Services
Managed Services
Training and Education Services
7. Cognitive Computing Market Regional And Country Analysis
7.1. Global Cognitive Computing Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
7.2. Global Cognitive Computing Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
