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市場調查報告書
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1539362

認知式運算市場:全球產業分析，規模，佔有率，成長，趨勢，預測，2024年～2033年

Cognitive Computing Market: Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2024-2033
出版日期: | 出版商: Persistence Market Research | 英文 250 Pages | 商品交期: 2-5個工作天內

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簡介目錄

Persistence Market Research最近發布了一份有關全球認知運算市場的詳細報告，對關鍵市場動態（如推動因素、新興趨勢、機會和課題）進行了全面分析。該報告提供了對市場格局的全面了解，並幫助利害關係人做出明智的決策。

主要洞察

  • 認知運算市場規模（2024 年）：563 億美元
  • 預測市場規模（2032 年）：4,715 億美元
  • 全球市場成長率（2024-2032 年複合年增長率）：26.6%

認知運算市場 - 報告範圍：

認知運算市場包括模擬人類思考過程以解決複雜問題的技術。利用人工智慧 (AI) 和機器學習 (ML) 的認知運算系統旨在模仿人類認知並實現高階數據分析、模式識別和決策。主要應用包括自然語言處理、影像辨識和自動推理。對智慧系統日益增長的需求推動了市場的發展，這些系統可以增強決策流程、自動執行複雜任務並從大量數據中提供見解。

推動市場成長的因素：

全球認知運算市場由幾個關鍵因素推動，包括人工智慧和機器學習技術在各行業的日益採用、對增強資料處理能力的需求以及對更高效決策工具的需求。認知運算解決方案使公司能夠從大數據集中提取有價值的見解、簡化營運並改善客戶體驗。大數據的盛行和雲端運算的進步也促進了市場的成長。此外，認知系統在醫療保健、金融和零售領域的日益採用也推動了市場的擴張。

市場阻礙因素：

儘管認知運算市場成長前景廣闊，但仍面臨高實施成本和資料隱私問題等課題。認知運算系統很複雜，需要對基礎設施進行大量投資，這可能會成為採用的障礙，特別是對於小型組織而言。此外，確保認知系統中敏感資料的安全和隱私是一個主要問題，監管要求也變得越來越複雜。應對這些課題需要技術進步和強有力的資料保護措施來建立信任並提高採用率。

市場機會：

由於技術進步和不斷變化的業務需求，認知運算市場提供了巨大的成長機會。認知運算與人工智慧和物聯網技術的整合正在為創新應用和解決方案創造新的可能性。認知運算在新興市場的擴張，加上對個人化客戶體驗和數據驅動決策的需求不斷增長，正在為市場成長開闢新的途徑。策略合作夥伴關係、研發投資以及開發可擴展的解決方案對於尋求利用這些機會並推動市場擴張的公司至關重要。

本報告涵蓋的主要問題

  • 推動全球認知運算市場成長的關鍵因素有哪些？
  • 哪些應用和地區正在引領認知運算技術的採用？
  • 技術進步如何改變認知運算市場的競爭格局？
  • 誰是認知運算市場的主要參與者？ 他們採取什麼策略來保持競爭力？
  • 全球認知運算市場的新趨勢和未來前景是什麼？

目錄

第1章 摘要整理

第2章 市場概要

  • 市場範圍/分類
  • 市場定義/範圍/限制

第3章 主要市場趨勢

  • 影響市場的主要趨勢
  • 認知運算技術的創新/開發趨勢
  • 認知運算技術主要的使用案例
  • 成為成功的關鍵的要素

第4章 認知式運算市場- 價格分析

  • 各模式的價格分析
    • 訂閱模式
    • 永久許可證
  • 世界平均價格分析基準

第5章 COVID-19大流行病危機的影響分析

  • COVID-19大流行病危機對認知運算市場成長帶來的影響
  • COVID-19前的市場成長分析
  • COVID-19後的市場影響分析
  • 預計的成長/復甦情勢(短期/中期/長期)
  • 認知式運算解決方案供應商的重要行動點

第6章 市場結構分析

  • 各級企業市場分析
  • 主要企業的市場佔有率分析
  • 市場影響分析

第7章 全球認知式運算市場需求(金額及規模)分析

  • 市場(金額)分析，2019～2023年
  • 市場(金額)預測，2024～2033年
    • 前一年同期比較成長趨勢分析
    • 絕對的商機

第8章 市場背景

  • 宏觀經濟要素
  • 預測要素- 相關性及影響
  • 價值鏈
  • 市場動態

第9章 各解決方案:全球認知式運算市場分析

  • 簡介/主要調查結果
  • 市場規模(金額)分析，2019～2023年
  • 市場規模(金額)分析與預測，2024～2033年
    • 認知運算平台
      • 雲端基礎
      • 內部部署
    • 認知式運算API
    • 服務
      • 專業服務
        • AI與認知服務
        • 整合和實行
        • 認知與顧問諮詢
        • 支援和維修
      • 管理服務
  • 各解決方案市場魅力分析

第10章 各應用領域:全球認知式運算市場分析

  • 簡介/主要調查結果
  • 市場規模(金額)分析，2019～2023年
  • 市場規模(金額)分析與預測，2024～2033年
    • 語音識別
    • 電腦視覺
    • 文字分析
    • 自動模式偵測
    • BI 敘述與視覺化
    • 其他
  • 各應用領域的市場魅力分析

第11章 不同企業規模:全球認知式運算市場分析

  • 簡介/主要調查結果
  • 市場規模(金額)分析，2019～2023年
  • 市場規模(金額)分析與預測，2024～2033年
    • 中小企業
    • 大企業
  • 不同企業規模市場魅力分析

第12章 各業界:全球認知式運算市場分析

  • 簡介/主要調查結果
  • 市場規模(金額)分析，2019～2023年
  • 市場規模(金額)分析與預測，2024～2033年
    • BFSI
    • 零售業和電子商務
    • 製造業
    • 醫療保健和生命科學
    • 政府
    • IT及通訊
    • 旅遊、飯店
    • 媒體和娛樂
    • 其他
  • 各業界市場魅力分析

第13章 各地區:全球認知式運算市場分析

  • 簡介/主要調查結果
  • 市場規模(金額)分析，2019～2023年
  • 市場規模(金額)分析與預測，2024～2033年
    • 北美
    • 南美
    • 歐洲
    • 東亞
    • 南亞及太平洋
    • 中東及非洲(中東·非洲)
  • 各地區市場的魅力分析

第14章 北美的認知式運算市場分析

第15章 南美的認知式運算市場分析

第16章 歐洲的認知式運算市場分析

第17章 東亞的認知式運算市場分析

第18章 南亞及太平洋地區的認知式運算市場分析

第19章 中東及非洲的認知式運算市場分析

第20章 主要國家分析- 認知運算市場分析

  • 美國市場
    • 各解決方案
    • 各應用領域
    • 各業界
    • 不同企業規模
  • 加拿大市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 巴西市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 墨西哥市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 英國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 德國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 法國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 西班牙市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 義大利市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 荷比盧三國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 俄羅斯市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 中國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 日本市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 韓國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 印度市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 泰國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 印尼市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 馬來西亞市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 大洋洲市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • GCC各國市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 土耳其市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界
  • 南非市場
    • 各解決方案
    • 各應用領域
    • 不同企業規模
    • 各業界

第21章 競爭分析

  • 競爭儀表板
  • 各供應商的主要的發展
  • 各供應商主要策略儀表板
  • 競爭詳細內容
    • IBM Corporation
    • Microsoft Corporation
    • Oracle Corporation
    • Google
    • SparkCognition, Inc.
    • Expert System
    • Cisco Systems, Inc.
    • SAP
    • HPE
    • Marlabs
    • oppScience(CustomerMatrix)
    • Numenta
    • CognitiveScale
    • e-Zest Solutions
    • Enterra Solutions

第22章 所使用的前提條件與縮寫

第23章 調查手法

簡介目錄
Product Code: PMRREP9749

Persistence Market Research has recently published an extensive report on the global Cognitive Computing market, providing a thorough analysis of key market dynamics, including driving forces, emerging trends, opportunities, and challenges. This report delivers a comprehensive understanding of the market landscape, helping stakeholders make informed decisions.

Key Insights:

  • Cognitive Computing Market Size (2024E): USD 56.3 Bn
  • Projected Market Value (2032F): USD 471.5 Bn
  • Global Market Growth Rate (CAGR 2024 to 2032): 26.6%

Cognitive Computing Market - Report Scope:

The Cognitive Computing market encompasses technologies that simulate human thought processes to solve complex problems. Utilizing artificial intelligence (AI) and machine learning (ML), cognitive computing systems are designed to mimic human cognition, enabling advanced data analysis, pattern recognition, and decision-making. Key applications include natural language processing, image recognition, and automated reasoning. The market is driven by the growing need for intelligent systems that enhance decision-making processes, automate complex tasks, and provide insights from vast amounts of data.

Market Growth Drivers:

The global Cognitive Computing market is propelled by several key factors, including the increasing adoption of AI and ML technologies across various industries, the need for enhanced data processing capabilities, and the demand for more efficient decision-making tools. Cognitive computing solutions are enabling businesses to extract valuable insights from large datasets, streamline operations, and improve customer experiences. The proliferation of big data and advancements in cloud computing are also contributing to the market's growth. Additionally, the rising adoption of cognitive systems in healthcare, finance, and retail sectors is fueling market expansion.

Market Restraints:

Despite its promising growth, the Cognitive Computing market faces challenges such as high implementation costs and data privacy concerns. The complexity of cognitive computing systems and the need for significant investments in infrastructure can be barriers to adoption, particularly for smaller organizations. Additionally, ensuring the security and privacy of sensitive data in cognitive systems is a major concern, with regulatory requirements adding to the complexity. Addressing these challenges requires advancements in technology and robust data protection measures to build trust and facilitate widespread adoption.

Market Opportunities:

The Cognitive Computing market presents significant growth opportunities driven by technological advancements and evolving business needs. The integration of cognitive computing with AI and IoT technologies is creating new possibilities for innovative applications and solutions. The expansion of cognitive computing in emerging markets, coupled with the increasing demand for personalized customer experiences and data-driven decision-making, is creating new avenues for market growth. Strategic partnerships, investments in R&D, and the development of scalable solutions will be crucial for companies looking to capitalize on these opportunities and drive market expansion.

Key Questions Answered in the Report:

  • What are the primary factors driving the growth of the Cognitive Computing market globally?
  • Which applications and regions are leading the adoption of cognitive computing technologies?
  • How are technological advancements reshaping the competitive landscape of the Cognitive Computing market?
  • Who are the key players in the Cognitive Computing market, and what strategies are they employing to stay competitive?
  • What are the emerging trends and future prospects in the global Cognitive Computing market?

Competitive Intelligence and Business Strategy:

Leading companies in the global Cognitive Computing market, such as IBM, Microsoft, and Google, are focusing on innovation, technological advancements, and strategic collaborations to maintain a competitive edge. These companies are investing heavily in R&D to develop advanced cognitive computing solutions that enhance decision-making, automate complex tasks, and provide actionable insights. Partnerships with technology providers, industry leaders, and research institutions are essential for expanding market reach and driving the adoption of cognitive computing technologies. Emphasizing cutting-edge solutions, data security, and customer-centric approaches are key strategies for sustaining leadership in the rapidly evolving Cognitive Computing market.

Key Companies Profiled:

  • IBM Corporation
  • Microsoft Corporation
  • Oracle Corporation
  • Google
  • SparkCognition, Inc.
  • Expert System
  • Cisco Systems, Inc.
  • SAP
  • HPE
  • Marlabs
  • oppScience (CustomerMatrix)
  • Numenta
  • CognitiveScale
  • e-Zest Solutions
  • Enterra Solutions

Key Segments Covered

By Deployment:

  • On-premise Cognitive Computing
  • Cloud Cognitive Computing

By Application:

Diagnostic APIs

Robots

Cyber Security

Farm Mechanization

Social Media Monitoring

Self-Driving Cars

Gaming

Video Surveillance

e-Learning

IT Infrastructure Management

Supply Chain Management

By Industry:

  • Healthcare
  • BFSI
  • IT and Telecom
  • Manufacturing
  • Energy & Utility
  • Retail
  • Aerospace & Defense
  • Government
  • Transportation
  • Agriculture
  • Media & Entertainment
  • Education

By End User:

  • Large Enterprises
  • Small and Medium Enterprises (SMEs)
  • Public Sector

By Regions:

  • North America
  • Latin America
  • Brazil
  • Mexico
  • Rest of Latin America
  • Europe
  • Japan
  • Asia Pacific Excluding Japan
  • The Middle East and Africa

Table of Contents

1. Executive Summary

  • 1.1. Global Market Outlook
  • 1.2. Demand Side Trends
  • 1.3. Supply Side Trends
  • 1.4. Analysis and Recommendations

2. Market Overview

  • 2.1. Market Coverage / Taxonomy
  • 2.2. Market Definition / Scope / Limitations

3. Key Market Trends

  • 3.1. Key Trends Impacting the Market
  • 3.2. Cognitive Computing Technology Innovation / Development Trends
  • 3.3. Cognitive Computing Technology, Major Use-cases
  • 3.4. Key Success Factors

4. Cognitive Computing Market - Pricing Analysis

  • 4.1. Pricing Analysis, By Model
    • 4.1.1. Subscription Model
    • 4.1.2. Perpetual Licenses
  • 4.2. Global Average Pricing Analysis Benchmark

5. COVID-19 Pandemic Crisis Impact Analysis

  • 5.1. Impact of COVID-19 Pandemic Crisis on Cognitive Computing Market Growth
  • 5.2. Pre-COVID-19 Market Growth Analysis
  • 5.3. Post-COVID-19 Market Impact Analysis
  • 5.4. Expected Growth/Recovery Scenario (Short Term/Mid Term/Long Term)
  • 5.5. Key Action Pointers for Cognitive Computing Solution Vendors

6. Market Structure Analysis

  • 6.1. Market Analysis by Tier of Companies
  • 6.2. Market Share Analysis of Top Players
  • 6.3. Market Presence Analysis
    • 6.3.1. Regional Footprint by Players
    • 6.3.2. Product Footprint by Players
    • 6.3.3. Channel Footprint by Players

7. Global Cognitive Computing Market Demand (in Value or Size in US$ Bn) Analysis 2019-2023 and Forecast, 2024-2033

  • 7.1. Historical Market Value (US$ Bn) Analysis, 2019-2023
  • 7.2. Current and Future Market Value (US$ Bn) Projections, 2024-2033
    • 7.2.1. Y-o-Y Growth Trend Analysis
    • 7.2.2. Absolute $ Opportunity Analysis

8. Market Background

  • 8.1. Macro-Economic Factors
  • 8.2. Forecast Factors - Relevance & Impact
  • 8.3. Value Chain
  • 8.4. Market Dynamics
    • 8.4.1. Drivers
    • 8.4.2. Restraints
    • 8.4.3. Opportunity Analysis

9. Global Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033, By Solution

  • 9.1. Introduction / Key Findings
  • 9.2. Historical Market Size (US$ Bn) Analysis By Solution, 2019-2023
  • 9.3. Current and Future Market Size (US$ Bn) Analysis and Forecast By Solution, 2024-2033
    • 9.3.1. Cognitive Computing Platform
      • 9.3.1.1. Cloud-based
      • 9.3.1.2. On-Premises
    • 9.3.2. Cognitive Computing APIs
    • 9.3.3. Services
      • 9.3.3.1. Professional Services
        • 9.3.3.1.1. AI & Cognitive Services
        • 9.3.3.1.2. Integration & Implementation
        • 9.3.3.1.3. Cognitive Consulting & Advisory
        • 9.3.3.1.4. Support & Maintenance
      • 9.3.3.2. Managed Services
  • 9.4. Market Attractiveness Analysis By Solution

10. Global Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033, By Application

  • 10.1. Introduction / Key Findings
  • 10.2. Historical Market Size (US$ Bn) Analysis By Application, 2019-2023
  • 10.3. Current and Future Market Size (US$ Bn) Analysis and Forecast By Application, 2024-2033
    • 10.3.1. Speech Recognition
    • 10.3.2. Computer Vision
    • 10.3.3. Text Analytics
    • 10.3.4. Automated Pattern Discovery
    • 10.3.5. BI Narratives & Visualizations
    • 10.3.6. Others
  • 10.4. Market Attractiveness Analysis By Application

11. Global Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033, By Enterprise Size

  • 11.1. Introduction / Key Findings
  • 11.2. Historical Market Size (US$ Bn) Analysis By Enterprise Size, 2019-2023
  • 11.3. Current and Future Market Size (US$ Bn) Analysis and Forecast By Enterprise Size, 2024-2033
    • 11.3.1. Small and Medium Enterprises
    • 11.3.2. Large Enterprises
  • 11.4. Market Attractiveness Analysis By Enterprise Size

12. Global Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033, By Industry

  • 12.1. Introduction / Key Findings
  • 12.2. Historical Market Size (US$ Bn) Analysis By Industry, 2019-2023
  • 12.3. Current and Future Market Size (US$ Bn) Analysis and Forecast By Industry, 2024-2033
    • 12.3.1. BFSI
    • 12.3.2. Retail & eCommerce
    • 12.3.3. Manufacturing
    • 12.3.4. Healthcare & Life Sciences
    • 12.3.5. Government
    • 12.3.6. IT & Telecom
    • 12.3.7. Travel & Hospitality
    • 12.3.8. Media & Entertainment
    • 12.3.9. Others
  • 12.4. Market Attractiveness Analysis By Industry

13. Global Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033, by Region

  • 13.1. Introduction / Key Findings
  • 13.2. Historical Market Size (US$ Bn) Analysis By Region, 2019-2023
  • 13.3. Current Market Size (US$ Bn) Analysis and Forecast By Region, 2024-2033
    • 13.3.1. North America
    • 13.3.2. Latin America
    • 13.3.3. Europe
    • 13.3.4. East Asia
    • 13.3.5. South Asia and Pacific
    • 13.3.6. Middle East and Africa (MEA)
  • 13.4. Market Attractiveness Analysis By Region

14. North America Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 14.1. Introduction / Key Findings
  • 14.2. Historical Market Size (US$ Bn) Analysis By Market Taxonomy, 2019-2023
  • 14.3. Market Size (US$ Bn) Forecast By Market Taxonomy, 2024-2033
    • 14.3.1. By Country
      • 14.3.1.1. U.S.
      • 14.3.1.2. Canada
    • 14.3.2. By Solution
    • 14.3.3. By Application
    • 14.3.4. By Enterprise Size
    • 14.3.5. By Industry
  • 14.4. Market Attractiveness Analysis
    • 14.4.1. By Country
    • 14.4.2. By Solution
    • 14.4.3. By Application
    • 14.4.4. By Enterprise Size
    • 14.4.5. By Industry
  • 14.5. Market Trends
  • 14.6. Key Market Participants - Intensity Mapping
  • 14.7. Drivers and Restraints - Impact Analysis

15. Latin America Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 15.1. Introduction / Key Findings
  • 15.2. Historical Market Size (US$ Bn) Analysis By Market Taxonomy, 2019-2023
  • 15.3. Market Size (US$ Bn) Forecast By Market Taxonomy, 2024-2033
    • 15.3.1. By Country
      • 15.3.1.1. Brazil
      • 15.3.1.2. Mexico
      • 15.3.1.3. Rest of Latin America
    • 15.3.2. By Solution
    • 15.3.3. By Application
    • 15.3.4. By Enterprise Size
    • 15.3.5. By Industry
  • 15.4. Market Attractiveness Analysis
    • 15.4.1. By Country
    • 15.4.2. By Solution
    • 15.4.3. By Application
    • 15.4.4. By Enterprise Size
    • 15.4.5. By Industry
  • 15.5. Market Trends
  • 15.6. Key Market Participants - Intensity Mapping
  • 15.7. Drivers and Restraints - Impact Analysis

16. Europe Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 16.1. Introduction / Key Findings
  • 16.2. Historical Market Size (US$ Bn) Analysis By Market Taxonomy, 2019-2023
  • 16.3. Market Size (US$ Bn) Forecast By Market Taxonomy, 2024-2033
    • 16.3.1. By Country
      • 16.3.1.1. UK
      • 16.3.1.2. France
      • 16.3.1.3. Germany
      • 16.3.1.4. Italy
      • 16.3.1.5. Spain
      • 16.3.1.6. BENELUX
      • 16.3.1.7. Russia
      • 16.3.1.8. Rest of Europe
    • 16.3.2. By Solution
    • 16.3.3. By Application
    • 16.3.4. By Enterprise Size
    • 16.3.5. By Industry
  • 16.4. Market Attractiveness Analysis
    • 16.4.1. By Country
    • 16.4.2. By Solution
    • 16.4.3. By Application
    • 16.4.4. By Enterprise Size
    • 16.4.5. By Industry
  • 16.5. Market Trends
  • 16.6. Key Market Participants - Intensity Mapping
  • 16.7. Drivers and Restraints - Impact Analysis

17. East Asia Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 17.1. Introduction / Key Findings
  • 17.2. Historical Market Size (US$ Bn) Analysis By Market Taxonomy, 2019-2023
  • 17.3. Market Size (US$ Bn) Forecast By Market Taxonomy, 2024-2033
    • 17.3.1. By Country
      • 17.3.1.1. China
      • 17.3.1.2. Japan
      • 17.3.1.3. South Korea
    • 17.3.2. By Solution
    • 17.3.3. By Application
    • 17.3.4. By Enterprise Size
    • 17.3.5. By Industry
  • 17.4. Market Attractiveness Analysis
    • 17.4.1. By Country
    • 17.4.2. By Solution
    • 17.4.3. By Application
    • 17.4.4. By Enterprise Size
    • 17.4.5. By Industry
  • 17.5. Market Trends
  • 17.6. Key Market Participants - Intensity Mapping
  • 17.7. Drivers and Restraints - Impact Analysis

18. South Asia and Pacific Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 18.1. Introduction / Key Findings
  • 18.2. Historical Market Size (US$ Bn) Analysis By Market Taxonomy, 2019-2023
  • 18.3. Market Size (US$ Bn) Forecast By Market Taxonomy, 2024-2033
    • 18.3.1. By Country
      • 18.3.1.1. India
      • 18.3.1.2. Thailand
      • 18.3.1.3. Indonesia
      • 18.3.1.4. Malaysia
      • 18.3.1.5. Oceania
      • 18.3.1.6. Rest of South Asia
    • 18.3.2. By Solution
    • 18.3.3. By Application
    • 18.3.4. By Enterprise Size
    • 18.3.5. By Industry
  • 18.4. Market Attractiveness Analysis
    • 18.4.1. By Country
    • 18.4.2. By Solution
    • 18.4.3. By Application
    • 18.4.4. By Enterprise Size
    • 18.4.5. By Industry
  • 18.5. Market Trends
  • 18.6. Key Market Participants - Intensity Mapping
  • 18.7. Drivers and Restraints - Impact Analysis

19. Middle East and Africa Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 19.1. Introduction / Key Findings
  • 19.2. Historical Market Size (US$ Bn) Analysis By Market Taxonomy, 2019-2023
  • 19.3. Market Size (US$ Bn) Forecast By Market Taxonomy, 2024-2033
    • 19.3.1. By Country
      • 19.3.1.1. GCC Countries
      • 19.3.1.2. Turkey
      • 19.3.1.3. Northern Africa
      • 19.3.1.4. South Africa
      • 19.3.1.5. Rest of Middle East and Africa
    • 19.3.2. By Solution
    • 19.3.3. By Application
    • 19.3.4. By Enterprise Size
    • 19.3.5. By Industry
  • 19.4. Market Attractiveness Analysis
    • 19.4.1. By Country
    • 19.4.2. By Solution
    • 19.4.3. By Application
    • 19.4.4. By Enterprise Size
    • 19.4.5. By Industry
  • 19.5. Market Trends
  • 19.6. Key Market Participants - Intensity Mapping
  • 19.7. Drivers and Restraints - Impact Analysis

20. Key Country Analysis- Cognitive Computing Market Analysis 2019-2023 and Forecast 2024-2033

  • 20.1. U.S. Market
    • 20.1.1. By Solution
    • 20.1.2. By Application
    • 20.1.3. By Industry
    • 20.1.4. By Enterprise Size
  • 20.2. Canada Market
    • 20.2.1. By Solution
    • 20.2.2. By Application
    • 20.2.3. By Enterprise Size
    • 20.2.4. By Industry
  • 20.3. Brazil Market
    • 20.3.1. By Solution
    • 20.3.2. By Application
    • 20.3.3. By Enterprise Size
    • 20.3.4. By Industry
  • 20.4. Mexico Market
    • 20.4.1. By Solution
    • 20.4.2. By Application
    • 20.4.3. By Enterprise Size
    • 20.4.4. By Industry
  • 20.5. UK Market
    • 20.5.1. By Solution
    • 20.5.2. By Application
    • 20.5.3. By Enterprise Size
    • 20.5.4. By Industry
  • 20.6. Germany Market
    • 20.6.1. By Solution
    • 20.6.2. By Application
    • 20.6.3. By Enterprise Size
    • 20.6.4. By Industry
  • 20.7. France Market
    • 20.7.1. By Solution
    • 20.7.2. By Application
    • 20.7.3. By Enterprise Size
    • 20.7.4. By Industry
  • 20.8. Spain Market
    • 20.8.1. By Solution
    • 20.8.2. By Application
    • 20.8.3. By Enterprise Size
    • 20.8.4. By Industry
  • 20.9. Italy Market
    • 20.9.1. By Solution
    • 20.9.2. By Application
    • 20.9.3. By Enterprise Size
    • 20.9.4. By Industry
  • 20.10. BENELUX Market
    • 20.10.1. By Solution
    • 20.10.2. By Application
    • 20.10.3. By Enterprise Size
    • 20.10.4. By Industry
  • 20.11. Russia Market
    • 20.11.1. By Solution
    • 20.11.2. By Application
    • 20.11.3. By Enterprise Size
    • 20.11.4. By Industry
  • 20.12. China Market
    • 20.12.1. By Solution
    • 20.12.2. By Application
    • 20.12.3. By Enterprise Size
    • 20.12.4. By Industry
  • 20.13. Japan Market
    • 20.13.1. By Solution
    • 20.13.2. By Application
    • 20.13.3. By Enterprise Size
    • 20.13.4. By Industry
  • 20.14. South Korea Market
    • 20.14.1. By Solution
    • 20.14.2. By Application
    • 20.14.3. By Enterprise Size
    • 20.14.4. By Industry
  • 20.15. India Market
    • 20.15.1. By Solution
    • 20.15.2. By Application
    • 20.15.3. By Enterprise Size
    • 20.15.4. By Industry
  • 20.16. Thailand Market
    • 20.16.1. By Solution
    • 20.16.2. By Application
    • 20.16.3. By Enterprise Size
    • 20.16.4. By Industry
  • 20.17. Indonesia Market
    • 20.17.1. By Solution
    • 20.17.2. By Application
    • 20.17.3. By Enterprise Size
    • 20.17.4. By Industry
  • 20.18. Malaysia Market
    • 20.18.1. By Solution
    • 20.18.2. By Application
    • 20.18.3. By Enterprise Size
    • 20.18.4. By Industry
  • 20.19. Oceania Market
    • 20.19.1. By Solution
    • 20.19.2. By Application
    • 20.19.3. By Enterprise Size
    • 20.19.4. By Industry
  • 20.20. GCC Countries Market
    • 20.20.1. By Solution
    • 20.20.2. By Application
    • 20.20.3. By Enterprise Size
    • 20.20.4. By Industry
  • 20.21. Turkey Market
    • 20.21.1. By Solution
    • 20.21.2. By Application
    • 20.21.3. By Enterprise Size
    • 20.21.4. By Industry
  • 20.22. South Africa Market
    • 20.22.1. By Solution
    • 20.22.2. By Application
    • 20.22.3. By Enterprise Size
    • 20.22.4. By Industry

21. Competition Analysis

  • 21.1. Competition Dashboard
  • 21.2. Key Developments, by Vendors
  • 21.3. Key Strategy Dashboard, By Vendors
  • 21.4. Competition Deep Dive
    • 21.4.1. IBM Corporation
      • 21.4.1.1. Business Overview
      • 21.4.1.2. Product/Service Portfolio
      • 21.4.1.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.1.4. Key Market Developments
      • 21.4.1.5. Strategy Overview
        • 21.4.1.5.1. Marketing Strategy
        • 21.4.1.5.2. Product Strategy
        • 21.4.1.5.3. Channel Strategy
    • 21.4.2. Microsoft Corporation
      • 21.4.2.1. Business Overview
      • 21.4.2.2. Product/Service Portfolio
      • 21.4.2.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.2.4. Key Market Developments
      • 21.4.2.5. Strategy Overview
        • 21.4.2.5.1. Marketing Strategy
        • 21.4.2.5.2. Product Strategy
        • 21.4.2.5.3. Channel Strategy
    • 21.4.3. Oracle Corporation
      • 21.4.3.1. Business Overview
      • 21.4.3.2. Product/Service Portfolio
      • 21.4.3.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.3.4. Key Market Developments
      • 21.4.3.5. Strategy Overview
        • 21.4.3.5.1. Marketing Strategy
        • 21.4.3.5.2. Product Strategy
        • 21.4.3.5.3. Channel Strategy
    • 21.4.4. Google
      • 21.4.4.1. Business Overview
      • 21.4.4.2. Product/Service Portfolio
      • 21.4.4.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.4.4. Key Market Developments
      • 21.4.4.5. Strategy Overview
        • 21.4.4.5.1. Marketing Strategy
        • 21.4.4.5.2. Product Strategy
        • 21.4.4.5.3. Channel Strategy
    • 21.4.5. SparkCognition, Inc.
      • 21.4.5.1. Business Overview
      • 21.4.5.2. Product/Service Portfolio
      • 21.4.5.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.5.4. Key Market Developments
      • 21.4.5.5. Strategy Overview
        • 21.4.5.5.1. Marketing Strategy
        • 21.4.5.5.2. Product Strategy
        • 21.4.5.5.3. Channel Strategy
    • 21.4.6. Expert System
      • 21.4.6.1. Business Overview
      • 21.4.6.2. Product/Service Portfolio
      • 21.4.6.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.6.4. Key Market Developments
      • 21.4.6.5. Strategy Overview
        • 21.4.6.5.1. Marketing Strategy
        • 21.4.6.5.2. Product Strategy
        • 21.4.6.5.3. Channel Strategy
    • 21.4.7. Cisco Systems, Inc.
      • 21.4.7.1. Business Overview
      • 21.4.7.2. Product/Service Portfolio
      • 21.4.7.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.7.4. Key Market Developments
      • 21.4.7.5. Strategy Overview
        • 21.4.7.5.1. Marketing Strategy
        • 21.4.7.5.2. Product Strategy
        • 21.4.7.5.3. Channel Strategy
    • 21.4.8. SAP
      • 21.4.8.1. Business Overview
      • 21.4.8.2. Product/Service Portfolio
      • 21.4.8.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.8.4. Key Market Developments
      • 21.4.8.5. Strategy Overview
        • 21.4.8.5.1. Marketing Strategy
        • 21.4.8.5.2. Product Strategy
        • 21.4.8.5.3. Channel Strategy
    • 21.4.9. HPE
      • 21.4.9.1. Business Overview
      • 21.4.9.2. Product/Service Portfolio
      • 21.4.9.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.9.4. Key Market Developments
      • 21.4.9.5. Strategy Overview
        • 21.4.9.5.1. Marketing Strategy
        • 21.4.9.5.2. Product Strategy
        • 21.4.9.5.3. Channel Strategy
    • 21.4.10. Marlabs
      • 21.4.10.1. Business Overview
      • 21.4.10.2. Product/Service Portfolio
      • 21.4.10.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.10.4. Key Market Developments
      • 21.4.10.5. Strategy Overview
        • 21.4.10.5.1. Marketing Strategy
        • 21.4.10.5.2. Product Strategy
        • 21.4.10.5.3. Channel Strategy
    • 21.4.11. oppScience (CustomerMatrix)
      • 21.4.11.1. Business Overview
      • 21.4.11.2. Product/Service Portfolio
      • 21.4.11.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.11.4. Key Market Developments
      • 21.4.11.5. Strategy Overview
        • 21.4.11.5.1. Marketing Strategy
        • 21.4.11.5.2. Product Strategy
        • 21.4.11.5.3. Channel Strategy
    • 21.4.12. Numenta
      • 21.4.12.1. Business Overview
      • 21.4.12.2. Product/Service Portfolio
      • 21.4.12.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.12.4. Key Market Developments
      • 21.4.12.5. Strategy Overview
        • 21.4.12.5.1. Marketing Strategy
        • 21.4.12.5.2. Product Strategy
        • 21.4.12.5.3. Channel Strategy
    • 21.4.13. CognitiveScale
      • 21.4.13.1. Business Overview
      • 21.4.13.2. Product/Service Portfolio
      • 21.4.13.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.13.4. Key Market Developments
      • 21.4.13.5. Strategy Overview
        • 21.4.13.5.1. Marketing Strategy
        • 21.4.13.5.2. Product Strategy
        • 21.4.13.5.3. Channel Strategy
    • 21.4.14. e-Zest Solutions
      • 21.4.14.1. Business Overview
      • 21.4.14.2. Product/Service Portfolio
      • 21.4.14.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.14.4. Key Market Developments
      • 21.4.14.5. Strategy Overview
        • 21.4.14.5.1. Marketing Strategy
        • 21.4.14.5.2. Product Strategy
        • 21.4.14.5.3. Channel Strategy
    • 21.4.15. Enterra Solutions
      • 21.4.15.1. Business Overview
      • 21.4.15.2. Product/Service Portfolio
      • 21.4.15.3. Profitability by Market Segments (Business Segment/Region)
      • 21.4.15.4. Key Market Developments
      • 21.4.15.5. Strategy Overview
        • 21.4.15.5.1. Marketing Strategy
        • 21.4.15.5.2. Product Strategy
        • 21.4.15.5.3. Channel Strategy

22. Assumptions and Acronyms Used

23. Research Methodology