市場調査レポート

商品コード

1607641

コグニティブコンピューティングの市場規模、シェア、成長分析、コンポーネント別、技術別、展開モード別、組織規模別、用途別、地域別 - 産業予測、2024年～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: 2024年12月05日
発行: SkyQuest
ページ情報: 英文 197 Pages
納期: 3～5営業日

価格

PDF & Excel (Single User License)

USD 5,300 763,518円

レポートPDF・Excelを1 名様のみがご利用頂けるライセンスです。PDF・Excell内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します

PDF & Excel (Multiple User License)

USD 6,200 893,172円

レポートPDF・Excel2-5名様までがご利用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

PDF & Excel (Enterprise License)

USD 7,100 1,022,826円

レポートPDF・Excelを同一企業に所属の全世界の方にご使用頂けるライセンスです。PDF・Excel内のテキスト等のコピーは可能です。PDF・Excelの印刷は可能ですが、印刷したもののご利用はPDF・Excelのご利用範囲に準拠します。

価格表記: USDを日本円(税抜)に換算

本日の銀行送金レート: 1USD=144.06円

全表示
概要
目次

概要

サンプル依頼リストに入れる

コグニティブコンピューティングの世界市場規模は、2022年に304億米ドルと評価され、2023年の393億4,000万米ドルから2031年には3,092億3,000万米ドルに成長し、予測期間中（2024年～2031年）のCAGRは29.4％で成長する見通しです。

コグニティブコンピューティングの世界市場は、機械学習や自然言語処理などの高度なAI機能を通じて、ビジネスオペレーションや意思決定プロセスを急速に再構築しています。この市場は、膨大なデータセットを分析して実用的な洞察を導き出すことで、人間の推論や問題解決をエミュレートできるシステムに対する需要の高まりに対応しています。企業は、データの急激な増加を背景に、業務効率の向上、顧客ニーズの把握、パーソナライズされたサービスの革新のためにコグニティブコンピューティングを採用する傾向が強まっています。しかし、プライバシーやセキュリティの問題は大きなハードルとなっています。主な動向には、IoTとの統合、オーダーメイドの業界ソリューション、インテリジェント・アシスタントの台頭などがあります。ヘルスケア、金融、小売、製造、運輸などのセクターは、コグニティブ・ソリューションを活用してプロセスを改善し、顧客体験を強化することで、大きな利益を得ることができます。

市場概要
プラットフォーム
- コグニティブコンピューティングプラットフォーム
- 認知分析プラットフォーム
サービス
- マネージドサービス
- プロフェッショナルサービス
- コンサルティングサービス
- 統合サービス
- メンテナンスサービス

コグニティブコンピューティングの市場規模：技術別& CAGR（2024-2031）

市場概要
機械学習（ML）
- 教師あり学習
- 教師なし学習
- 強化学習
自然言語処理（NLP）
- テキスト分析
- 音声認識
- 感情分析
ヒューマンコンピュータインタラクション（HCI）
- ジェスチャー認識
- 音声認識
ディープラーニング
- ニューラルネットワーク
- 畳み込みニューラルネットワーク（CNN）
- リカレントニューラルネットワーク（RNN）

コグニティブコンピューティングの市場規模：展開モード別& CAGR（2024-2031）

市場概要
クラウド
- パブリッククラウド
- プライベートクラウド
- ハイブリッドクラウド
オンプレミス

コグニティブコンピューティングの市場規模：組織規模別& CAGR（2024-2031）

市場概要
中小企業
大企業

コグニティブコンピューティングの市場規模：用途別& CAGR（2024-2031）

市場概要
ヘルスケア
- 医療画像
- 診断
- パーソナライズ医療
BFSI（銀行金融サービス保険）
- 不正行為検出
- リスク管理
- 顧客サービス
小売り
- パーソナライズされたショッピング
- 在庫管理
- 顧客洞察
ITおよび通信
- ネットワーク管理
- カスタマーサポート
- 予知保全
教育
- パーソナライズされた学習
- 管理の自動化
メディアと広告
- コンテンツのパーソナライゼーション
- 広告ターゲティング
エネルギーと公共事業
- スマートグリッド管理
- 予知保全
政府
- 公安
- 市民サービス
その他
- 製造業
- 輸送機関
- 農業

コグニティブコンピューティングの市場規模：地域別& CAGR（2024-2031）

北米
- 米国
- カナダ
欧州
- 英国
- ドイツ
- スペイン
- フランス
- イタリア
- その他欧州地域
アジア太平洋地域
- 中国
- インド
- 日本
- 韓国
- その他アジア太平洋地域
ラテンアメリカ
- ブラジル
- その他ラテンアメリカ地域
中東・アフリカ
- GCC諸国
- 南アフリカ
- その他中東・アフリカ

競合情報

上位5社の比較
主要企業の市場ポジショニング（2023年）
主な市場企業が採用した戦略
市場の最近の動向
企業の市場シェア分析（2023年）
主要企業の企業プロファイル
- 会社概要
- 製品ポートフォリオ分析
- セグメント別シェア分析
- 収益の前年比比較（2021-2023）

主要企業プロファイル

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

結論と推奨事項

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