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市場調查報告書

商品編碼

1607641

認知運算市場規模、佔有率、成長分析，按組件、按技術、按部署模式、按組織規模、按應用、按地區 - 行業預測，2024-2031 年

Cognitive Computing Market Size, Share, Growth Analysis, By Component (Platform, Service), By Technology, By Deployment Mode, By Organization Size, By Application, By Region - Industry Forecast 2024-2031

出版日期: 2024年12月05日 | 出版商:

SkyQuest | 英文 197 Pages | 商品交期: 3-5個工作天內

價格

簡介目錄

2022 年，全球認知運算市場規模為 304 億美元，從 2023 年的 393.4 億美元成長到 2031 年的 3092.3 億美元，預計在預測期內（2024-2031 年）將成長。 %。

全球認知運算市場正在透過機器學習和自然語言處理等先進的人工智慧功能迅速重塑業務營運和決策流程。該市場正在響應對能夠透過分析大型資料集並得出可行見解來模擬人類推理和解決問題的系統不斷成長的需求。隨著資料呈指數級成長，企業擴大採用認知運算來提高業務效率、了解客戶需求並創新個人化服務。然而，隱私和安全問題仍然是主要障礙。主要趨勢包括與物聯網的整合、客製化行業解決方案以及智慧助理的興起。透過利用認知解決方案來改善流程和增強客戶體驗，醫療保健、金融、零售、製造和運輸等行業將受益匪淺。

市場概況
衛生保健
- 醫學影像
- 診斷
- 個人化醫療
BFSI（銀行金融服務保險）
- 詐欺偵測
- 風險管理
- 客戶服務
零售
- 個人化購物
- 庫存管理
- 客戶洞察
資訊科技和通訊
- 網管
- 客戶支援
- 預測性維護
教育
- 個人化學習
- 自動化管理
媒體與廣告
- 內容個人化
- 廣告定位
能源和公共
- 智慧電網管理
- 預測性維護
政府
- 公共安全
- 公民服務
其他
- 製造業
- 運輸
- 農業

認知運算市場規模：按地區和複合年成長率（2024-2031）

北美洲
- 美國
- 加拿大
歐洲
- 英國
- 德國
- 西班牙
- 法國
- 義大利
- 其他歐洲國家地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東/非洲
- 海灣合作理事會國家
- 南非
- 其他中東/非洲

競爭資訊

前5名企業對比
主要企業市場定位（2023年）
主要市場參與者所採取的策略
近期市場趨勢
公司市場佔有率分析（2023）
主要企業簡介
- 公司簡介
- 產品系列分析
- 按細分市場分類的佔有率分析
- 收益與前一年同期比較（2021-2023）

主要企業簡介

IBM
Amazon Web Services（AWS）
Microsoft
Google
Oracle
SAS Institute
Hitachi Vantara
Hewlett Packard Enterprise（HPE）
NetApp
Cloudera Inc.
Numenta
Enterra Solutions
CognitiveScale
SparkCognition
Tata Consultancy Services（TCS）
Expert System
Cisco
Virtusa
Cognitive Software Group
Red Skios

結論和建議

簡介目錄

Product Code: SQMIG45A2227

Global Cognitive Computing Market size was valued at USD 30.40 billion in 2022 and is poised to grow from USD 39.34 billion in 2023 to USD 309.23 billion by 2031, growing at a CAGR of 29.4% during the forecast period (2024-2031).

The Global Cognitive Computing Market is rapidly reshaping business operations and decision-making processes through its advanced AI capabilities, including machine learning and natural language processing. This market addresses the increasing demand for systems that can emulate human reasoning and problem-solving by analyzing vast datasets to derive actionable insights. Companies are increasingly adopting cognitive computing to enhance operational efficiency, understand customer needs, and innovate personalized services, driven by the exponential growth of data. However, privacy and security issues are significant hurdles. Key trends include integration with IoT, bespoke industry solutions, and the rise of intelligent assistants. Sectors such as healthcare, finance, retail, manufacturing, and transportation stand to gain immensely, leveraging cognitive solutions to refine processes and enhance customer experiences.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Cognitive Computing 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.

Global Cognitive Computing Market Segmental Analysis

Global Cognitive Computing Market is segmented by component, technology, deployment mode, organization size, application and region. Based on component, the market is segmented into platform (cognitive computing platforms, cognitive analytics platforms) and service (managed services, professional services (consulting services, integration services, maintenance services)). Based on technology, the market is segmented into machine learning (ML) (supervised learning, unsupervised learning, reinforcement learning), natural language processing (NLP) (text analysis, speech recognition, sentiment analysis), human-computer interaction (HCI) (gesture recognition, voice recognition) and deep learning (neural networks, convolutional neural networks (CNN), recurrent neural networks (RNN)). Based on deployment mode, the market is segmented into cloud (public cloud, private cloud, hybrid cloud) and on-premises. Based on organization size, the market is segmented into small and medium enterprises (SMEs) and large enterprises. Based on application, the market is segmented into Healthcare, BFSI, Retail, IT and Telecom, Education, Media and Advertising, Energy and Utilities, Government, Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Cognitive Computing Market

The Global Cognitive Computing market is significantly influenced by the rising demand for intelligent virtual assistants across diverse industries. These advanced assistants, which include chatbots and voice-activated technologies, leverage cognitive computing capabilities to enhance user engagement through personalized and interactive experiences. Their ability to deliver efficient customer service-combined with advantages such as round-the-clock availability, rapid response times, and the capacity to manage numerous inquiries at once-has made them increasingly indispensable. Major players like Amazon with Alexa and Apple with Siri exemplify the successful integration of these technologies, further propelling the demand for cognitive computing solutions in the market.

Restraints in the Global Cognitive Computing Market

The Global Cognitive Computing market faces significant constraints primarily related to data privacy and security issues. As cognitive computing technologies depend on the extensive collection and analysis of vast amounts of data, including sensitive personal information, ensuring data protection becomes a critical challenge. Organizations must implement robust security measures to safeguard user data and comply with various regulations, such as the General Data Protection Regulation (GDPR). Neglecting these privacy concerns can result in severe repercussions, including legal liabilities, reputational harm, and diminished customer trust. A notable example is the 2018 Facebook data breach, which underscored the urgent need for enhanced data security practices.

Market Trends of the Global Cognitive Computing Market

The integration of cognitive computing with Internet of Things (IoT) devices is reshaping the Global Cognitive Computing market, creating a significant trend focused on data-driven decision-making. As IoT devices proliferate, producing exponential volumes of data, cognitive computing systems leverage this information to derive actionable insights, enhancing automation across various sectors. Industries like manufacturing are harnessing this synergy to optimize production processes, anticipate equipment failures, and improve operational efficiency. This convergence not only enhances real-time analytics but also drives innovation, positioning cognitive computing as a crucial component in the digital transformation landscape. As businesses seek competitive advantages, this trend is expected to gain momentum.

Introduction

Objectives of the Study
Scope of the Report
Definitions

Research Methodology

Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Overview
Market Size
Market Dynamics
- Driver & Opportunities
- Restraints & Challenges
Porters Analysis & Impact
- Competitive rivalry
- Threat of substitute
- Bargaining power of buyers
- Threat of new entrants
- Bargaining power of suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Market Attractiveness Index, 2023
PESTEL Analysis
Macro-Economic Indicators
Value Chain Analysis
Pricing Analysis
Technological Advancement
Regulatory Landscape
Patent Analysis
Case Studies
Startup Analysis

Global Cognitive Computing Market Size by Component & CAGR (2024-2031)

Market Overview
Platform
- Cognitive Computing Platforms
- Cognitive Analytics Platforms
Service
- Managed Services
- Professional Services
- Consulting Services
- Integration Services
- Maintenance Services

Global Cognitive Computing Market Size by Technology & CAGR (2024-2031)

Market Overview
Machine Learning (ML)
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
Natural Language Processing (NLP)
- Text Analysis
- Speech Recognition
- Sentiment Analysis
Human-Computer Interaction (HCI)
- Gesture Recognition
- Voice Recognition
Deep Learning
- Neural Networks
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)

Global Cognitive Computing Market Size by Deployment Mode & CAGR (2024-2031)

Market Overview
Cloud
- Public Cloud
- Private Cloud
- Hybrid Cloud
On-Premises

Global Cognitive Computing Market Size by Organization Size & CAGR (2024-2031)

Market Overview
Small and Medium Enterprises (SMEs)
Large Enterprises

Global Cognitive Computing Market Size by Application & CAGR (2024-2031)

Market Overview
Healthcare
- Medical Imaging
- Diagnostics
- Personalized Medicine
BFSI (Banking, Financial Services, and Insurance)
- Fraud Detection
- Risk Management
- Customer Service
Retail
- Personalized Shopping
- Inventory Management
- Customer Insights
IT and Telecom
- Network Management
- Customer Support
- Predictive Maintenance
Education
- Personalized Learning
- Administrative Automation
Media and Advertising
- Content Personalization
- Ad Targeting
Energy and Utilities
- Smart Grid Management
- Predictive Maintenance
Government
- Public Safety
- Citizen Services
Others
- Manufacturing
- Transportation
- Agriculture

Global Cognitive Computing Market Size & CAGR (2024-2031)

North America, (Component, Technology, Deployment Mode, Organization Size, Application)
- US
- Canada
Europe, (Component, Technology, Deployment Mode, Organization Size, Application)
- UK
- Germany
- Spain
- France
- Italy
- Rest of Europe
Asia-Pacific, (Component, Technology, Deployment Mode, Organization Size, Application)
- China
- India
- Japan
- South Korea
- Rest of Asia Pacific
Latin America, (Component, Technology, Deployment Mode, Organization Size, Application)
- Brazil
- Rest of Latin America
Middle East & Africa, (Component, Technology, Deployment Mode, Organization Size, Application)
- GCC Countries
- South Africa
- Rest of Middle East & Africa

Competitive Intelligence

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Developments in the Market
Company Market Share Analysis, 2023
Company Profiles of All Key Players
- Company Details
- Product Portfolio Analysis
- Company's Segmental Share Analysis
- Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

IBM
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Amazon Web Services (AWS)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hitachi Vantara
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hewlett Packard Enterprise (HPE)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
NetApp
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Cloudera Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Numenta
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Enterra Solutions
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
CognitiveScale
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SparkCognition
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tata Consultancy Services (TCS)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Expert System
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Cisco
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Virtusa
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Cognitive Software Group
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Red Skios
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments