인지컴퓨팅 시장 : 전개 방식별, 최종사용자별, 용도별, 산업별, 지역별 - 규모, 점유율, 전망, 기회 분석(2023-2030년)

Cognitive Computing Market, By Deployment Type, By End user, By Application, By Industry, By Region (North America, Latin America, Europe, Middle East & Africa, and Asia Pacific)- Size, Share, Outlook, and Opportunity Analysis, 2023 - 2030

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한글목차

인지컴퓨팅 세계 시장 규모는 2023년부터 2030년까지 연평균 성장률(CAGR) 29.4%를 기록할 것으로 예상됩니다.

보고 범위		보고서 상세
기준년도	2022	2023년 시장 규모	374억 달러
과거 데이터	2018년부터 2021년까지	예측 기간	2023-2030
예측 기간 2023-2030년 CAGR:	29.40%	2030년 가치 예측	2,273억 달러

인지컴퓨팅은 인간의 기능을 모방하고 의사결정 과정을 강화하도록 설계된 최첨단 하드웨어와 소프트웨어를 포괄합니다. 신호 처리와 인공지능에 기반을 둔 기술 플랫폼 역할을 하며 자연어 처리(NLP), 추론, 음성 인식, 시각, 기계 학습, 인간-컴퓨터 상호 작용 기능을 제공합니다. 요컨대, 인지컴퓨팅은 인간의 사고 과정을 컴퓨터 모델에서 재현하여 인간의 개입 없이 문제를 해결할 수 있는 자동화된 IT 시스템을 만드는 것을 목표로 합니다. 이러한 혁신적인 접근 방식을 통해 인지컴퓨팅은 정형 및 비정형 데이터 소스 모두에서 지식을 도출할 수 있습니다. 그 결과, 최근 디지털 기술의 발전에 힘입어 기업들은 인지 기술을 채택하여 업무 효율성을 높이고, 보다 현명한 의사결정을 내리고, 역동적인 비지니스 환경에서 경쟁 우위를 확보하기 위해 인지 기술을 채택하는 움직임이 가속화되고 있습니다.

시장 역학

세계 인지컴퓨팅 시장은 채택률의 증가와 비정형 및 복잡한 데이터 양의 증가로 인해 크게 성장하고 있습니다. 클라우드, 모바일, 데이터 분석 등 인지컴퓨팅의 발전이 시장 수요를 촉진하고 있습니다. 인지컴퓨팅은 머신러닝 알고리즘을 활용하여 이미지, 음성 파일, 비디오, 텍스트와 같은 비정형 소스로부터 데이터를 수집하여 빅데이터 분석에 대한 수요 증가에 대응하고 있습니다. 클라우드 기반 애플리케이션은 메모리 효율성, 유연성, 비용 효율성으로 인해 인지컴퓨팅에서 선호되고 있습니다. 더 많은 조직이 중요한 비지니스 시스템을 클라우드 플랫폼으로 이전함에 따라, 인지 클라우드 플랫폼에 대한 수요가 급증하고 인지컴퓨팅 애플리케이션의 폭이 넓어질 것으로 예상됩니다. 이러한 클라우드 기반 솔루션으로의 전환은 예측 기간 동안 시장 성장을 촉진할 것으로 예상됩니다.

본 조사의 주요 특징

• 이 보고서는 2022년을 기준 연도로 하여 예측 기간(2023-2030년)의 세계 인지컴퓨팅 시장 규모와 CAGR을 상세히 분석하였습니다.
• 다양한 부문의 잠재적 수익 성장 기회를 파악하고, 이 시장에 대한 매력적인 투자 제안 매트릭스를 설명합니다.
• 또한 시장 촉진요인, 억제요인, 기회, 신제품 출시 및 승인, 지역별 전망, 주요 시장 기업들이 채택하고 있는 경쟁 전략 등에 대한 중요한 인사이트도 제공합니다.
• 이 보고서는 회사 개요, 실적, 제품 포트폴리오, 지리적 입지, 시장 자본, 주요 개발, 전략 및 미래 계획과 같은 매개 변수를 기반으로 세계 인지컴퓨팅 시장의 주요 기업을 프로파일링합니다.
• 본 조사 대상 기업 : Accenture Inc., SparkCognition Inc., Cisco Systems, Inc., Hewlett Packard Enterprise Development LP, IBM Corporation, Google Inc., Microsoft Corporation, Narrative Science Inc., Flatiron Health, Inc., and Digital Reasoning Systems, Inc..
• 이 보고서의 인사이트를 통해 기업의 마케팅 담당자와 경영진은 향후 제품 출시, 제품 업그레이드, 시장 확대 및 마케팅 전략에 대한 정보에 입각한 의사 결정을 내릴 수 있습니다.
• 세계 인지컴퓨팅 시장 보고서는 투자자, 공급업체, 매니지드 서비스 제공업체, 제3자 서비스 제공업체, 유통업체, 신규 진입자, 부가가치 재판매업체 등 이 업계의 다양한 이해관계자를 대상으로 합니다.
• 이해관계자는 세계 인지컴퓨팅 시장 분석에 사용되는 다양한 전략 매트릭스를 통해 의사결정을 용이하게 할 수 있습니다.

목차

제1장 조사 목적과 가정

• 조사 목적
• 가정
• 약어

제2장 시장 개요

• 시장 정의와 범위
• 보고서 개요
• 주요 요약
• Coherent Opportunity Map(COM)

제3장 시장 역학, 규제, 동향 분석

• 성장 촉진요인
  • 시장 역학
• 업계 전체의 인지컴퓨팅 채용 증가
• 빅데이터 분석에 대한 투자 증가
  • 성장 억제요인
• 자금 조달과 투자에 대한 접근성이 한정되어 있다
  • 시장 기회
• 헬스케어 분야에서의 높은 수요
• 규제 시나리오
• 업계 동향
• 인수합병
• 신시스템 발매/승인
• COVID-19 팬데믹의 영향

제4장 인지컴퓨팅 세계 시장 : 전개 방식별, 2023-2030년

• 온프레미스
• 클라우드

제5장 인지컴퓨팅 세계 시장 : 최종사용자별, 2023-2030년

• 소규모 기업
• 대규모 기업
• 공적 기관

제6장 인지컴퓨팅 세계 시장 : 용도별, 2023-2030년

• 진단 API
• 로봇
• 사이버 보안
• 농업기계화
• E-Learning
• 공급망 관리
• 소셜 미디어·모니터링
• 자율주행차
• 게임
• 비디오
• IT 인프라 관리
• 기타

제7장 인지컴퓨팅 세계 시장 : 산업별, 2023-2030년

• 헬스케어
• BFSI
• IT·통신
• 에너지·유틸리티
• 농업
• 소매
• 항공우주·방위
• 정부기관
• 운송
• 미디어·오락
• 교육
• 기타(인사, 마케팅&PR 등)

제8장 인지컴퓨팅 세계 시장 : 지역별, 2023-2030년

• 북미
  • 시장 규모 및 예측, 전년비 성장률, 2018-2030년
  • 시장 규모 및 예측, YoY 성장률 : 전개 방식별, 2018-2030년
  • 시장 규모 및 예측, 전년비 성장률 : 최종사용자별, 2018-2030년
  • 시장 규모 및 예측, 전년비 성장률 : 용도별, 2018-2030년
  • 시장 규모 및 예측, 전년비 성장률 : 산업별, 2018-2030년
  • 시장 규모 및 예측, 전년비 성장률 : 국가별, 2018-2030년
• 유럽
• 아시아태평양
• 라틴아메리카
• 중동 및 아프리카

제9장 기업 개요

• Accenture Inc
• SparkCognition Inc.
• Cisco Systems, Inc.
• Hewlett Packard Enterprise Development LP
• IBM Corporation
• Google Inc.
• Microsoft Corporation.
• Narrative Science Inc
• Flatiron Health, Inc.
• Digital Reasoning Systems, Inc.
• Analyst Views

제10장 섹션

• 참고문헌
• 조사 방법

ksm

영문 목차

영문목차

The global cognitive computing market size was valued at US$ 29.13 Bn in 2022, exhibiting a Compound Annual Growth Rate (CAGR) of 29.4% from 2023 to 2030.

Report Coverage		Report Details
Base Year:	2022	Market Size in 2023:	US$ 37.4 Bn
Historical Data for:	2018 to 2021	Forecast Period:	2023 - 2030
Forecast Period 2023 to 2030 CAGR:	29.40%	2030 Value Projection:	US$ 227.3 Bn

Cognitive computing encompasses cutting-edge hardware and software designed to emulate human functions, enhancing decision-making processes. It serves as a technology platform, rooted in signal processing and artificial intelligence, offering Natural Language Processing (NLP), reasoning, speech recognition, vision, machine learning, and human-computer interaction capabilities. In essence, cognitive computing aims to replicate human thought processes within computerized models, creating automated IT systems capable of problem-solving without human intervention. This innovative approach enables cognitive computing to derive knowledge from both structured and unstructured data sources. As a result, organizations are increasingly adopting cognitive technology, driven by recent advancements in digital technology, to improve operational efficiency, enable smarter decision-making, and gain a competitive edge in the dynamic business landscape.

Market Dynamics

The global cognitive computing market is experiencing significant growth primarily due to higher adoption rates and an increasing volume of unstructured and complex data. Advancements in cognitive computing, including cloud, mobile, and data analytics, are driving the market demand. Cognitive computing leverages machine learning algorithms to acquire data from unstructured sources, such as images, audio files, videos, and texts, meeting the rising demand for big data analytics. Cloud-based applications are favored in cognitive computing for their memory efficiency, flexibility, and cost-effectiveness. As more organizations migrate critical business systems to cloud platforms, the demand for cognitive cloud platforms is expected to surge, leading to a broader range of cognitive computing applications. This shift towards cloud-based solutions is projected to propel the market growth over the forecast period.

Key features of the study:

• This report provides an in-depth analysis of the global cognitive computing market size (US$ Billion) and Compound Annual Growth Rate (CAGR %) for the forecast period (2023-2030), considering 2022 as the base year
• It elucidates potential revenue growth opportunities across different segments and explains attractive investment proposition matrices for this market
• This study also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, regional outlook, and competitive strategies adopted by the leading market players
• It profiles leading players in the global cognitive computing market based on the following parameters - company overview, financial performance, product portfolio, geographical presence, market capital, key developments, strategies, and future plans
• Companies covered as a part of this study are Accenture Inc., SparkCognition Inc., Cisco Systems, Inc., Hewlett Packard Enterprise Development LP, IBM Corporation, Google Inc., Microsoft Corporation, Narrative Science Inc., Flatiron Health, Inc., and Digital Reasoning Systems, Inc.
• Insights from this report would allow marketers and management authorities of companies to make informed decisions regarding future product launches, product upgrades, market expansion, and marketing tactics
• The global cognitive computing market report caters to various stakeholders in this industry including investors, suppliers, managed service providers, third-party service providers, distributors, new entrants, and value-added resellers
• Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the global cognitive computing market

Detailed Segmentation

• Global Cognitive Computing Market, By Deployment Type
  • On-premise Software
  • Cloud-based Software
• Global Cognitive Computing Market, By End user
  • Small Scale Enterprises
  • Large Scale Enterprises
  • Public Sector
• Global Cognitive Computing Market, By Application
  • Diagnostic APIs
  • Robots
  • Cyber Security
  • Farm Mechanization
  • eLearning
  • Supply Chain management
  • Social Media Monitoring
  • Self-driving Cars
  • Gaming
  • Video
  • IT Infrastructure Management
  • Others
• Global Cognitive Computing Market, By Industry
  • Healthcare
  • BFSI
  • IT & Telecom
  • Energy & Utilities
  • Agriculture
  • Retail
  • Aerospace & Defense
  • Government
  • Transportation
  • Media & Entertainment
  • Education
  • Others (HR, Marketing & PR, etc.)
• Global Cognitive Computing Market, By Region:
  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East & Africa
• Company Profiles
  • Accenture Inc.
  • SparkCognition Inc.
  • Cisco Systems, Inc.
  • Hewlett Packard Enterprise Development LP,
  • IBM Corporation
  • Google Inc.
  • Microsoft Corporation
  • Narrative Science Inc.
  • Flatiron Health, Inc.
  • Digital Reasoning Systems, Inc.

Table of Contents

1. Research Objectives and Assumptions

• Research Objectives
• Assumptions
• Abbreviations

2. Market Purview

• Market Definition and Scope
• Report Description
• Executive Summary
  • Market Snippet, By Deployment Type
  • Market Snippet, By End User
  • Market Snippet, By Application
  • Market Snippet, By Industry
  • Market Snippet, By Region
• Coherent Opportunity Map (COM)

3. Market Dynamics, Regulations, and Trends Analysis

• Drivers
  • Market Dynamics
• Increasing adoption of cognitive computing across industries
• Rising investments in big data analytics
  • Restraints
• mited access to funding and investments
  • Market Opportunities
• High demand in the healthcare sector
• Regulatory Scenario
• Industry Trend
• Mergers and Acquisitions
• New System Launches/Approvals
• Impact of COVID-19 Pandemic

4. Global Cognitive Computing Market, By Deployment Type, 2023-2030, (US$ Billion)

• Introduction
  • Market Share Analysis, 2023 and 2030 (%)
  • Y-o-Y Growth Analysis, 2018 - 2030
  • Segment Trends Market Share Analysis, 2023 and 2030 (%)
• On-premise
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Cloud
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)

5. Global Cognitive Computing Market, By End User, 2023-2030, (US$ Billion)

• Introduction
  • Market Share Analysis, 2023 and 2030 (%)
  • Y-o-Y Growth Analysis, 2018 - 2030
  • Segment Trends Market Share Analysis, 2023 and 2030 (%)
• Small Scale Enterprises
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Large Scale Enterprises
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Public Sector
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)

6. Global Cognitive Computing Market, By Application, 2023-2030, (US$ Billion)

• Introduction
  • Market Share Analysis, 2023 and 2030 (%)
  • Y-o-Y Growth Analysis, 2018 - 2030
  • Segment Trends Market Share Analysis, 2023 and 2030 (%)
• Diagnostic APIs
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Robots
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Cyber Security
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Farm Mechanization
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• eLearning
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Supply Chain Management
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Social Media monitoring
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Self-Driving Cars
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Gaming
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Video
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• IT Infrastructure Management
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Others
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)

7. Global Cognitive Computing Market, By Industry, 2023-2030, (US$ Billion)

• Introduction
  • Market Share Analysis, 2023 and 2030 (%)
  • Y-o-Y Growth Analysis, 2018 - 2030
  • Segment Trends Market Share Analysis, 2023 and 2030 (%)
• Healthcare
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• BFSI
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• IT & Telecom
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Energy & utilities
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Agriculture
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Retail
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Aerospace & Defense
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Government
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Transportation
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Media & Entertainment
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Education
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)
• Others (HR, Marketing & PR, etc.)
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2018-2030,(US$ Bn)

8. Global Cognitive Computing Market, By Region, 2023-2030, (US$ Billion)

• Introduction
  • Market Share Analysis, By Country, 2023 and 2030 (%)
  • Y-o-Y Growth Analysis, For Country 2018-2030
  • Country Trends
• North America
  • Introduction
• Market Size and Forecast, and Y-o-Y Growth, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Deployment Type, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By End user, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Application, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Industry, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Country, 2018-2030, (US$ Billion)
  • U.S.
  • Canada
• Europe
  • Introduction
• Market Size and Forecast, and Y-o-Y Growth, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Deployment Type, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By End user, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Application, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Industry, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Country, 2018-2030, (US$ Billion)
  • Germany
  • U.K.
  • France
  • Italy
  • Spain
  • Russia
  • Rest of Europe
• Asia Pacific
  • Introduction
• Market Size and Forecast, and Y-o-Y Growth, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Deployment Type, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By End user, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Application, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Industry, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Country, 2018-2030, (US$ Billion)
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • ASEAN
  • Rest of Asia Pacific
• Latin America
  • Introduction
• Market Size and Forecast, and Y-o-Y Growth, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Deployment Type, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By End user, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Application, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Industry, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Country, 2018-2030, (US$ Billion)
  • Brazil
  • Mexico
  • Rest of Latin America
• Middle East & Africa
  • Introduction
• Market Size and Forecast, and Y-o-Y Growth,2018-2030 (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Deployment Type, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By End user, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Application, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Industry, 2018-2030, (US$ Billion)
• Market Size and Forecast, and Y-o-Y Growth, By Country/Sub-region, 2018-2030, (US$ Billion)
  • South Africa
  • GCC Countries
  • Rest of the Middle East & Africa

9. Company Profiles

• Accenture Inc
• SparkCognition Inc.
• Cisco Systems, Inc.
• Hewlett Packard Enterprise Development LP
• IBM Corporation
• Google Inc.
• Microsoft Corporation.
• Narrative Science Inc
• Flatiron Health, Inc.
• Digital Reasoning Systems, Inc.
• Analyst Views

10. Section

• References
• Research Methodology
• About us and Sales Contact

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