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市场调查报告书
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1539362

认知式运算市场:全球产业分析，规模，占有率，成长，趋势，预测，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个工作天内

价格
简介目录

Persistence Market Research最近发布了一份有关全球认知运算市场的详细报告，对关键市场动态（如推动因素、新兴趋势、机会和课题）进行了全面分析。该报告提供了对市场格局的全面了解，并帮助利害关係人做出明智的决策。

主要洞察

  • 认知运算市场规模（2024 年）：563 亿美元
  • 预测市场规模（2032 年）：4,715 亿美元
  • 全球市场成长率（2024-2032 年复合年增长率）：26.6%

认知运算市场 - 报告范围：

认知运算市场包括模拟人类思考过程以解决复杂问题的技术。利用人工智慧 (AI) 和机器学习 (ML) 的认知运算系统旨在模仿人类认知并实现高阶数据分析、模式识别和决策。主要应用包括自然语言处理、影像辨识和自动推理。对智慧系统日益增长的需求推动了市场的发展，这些系统可以增强决策流程、自动执行复杂任务并从大量数据中提供见解。

推动市场成长的因素：

全球认知运算市场由几个关键因素推动，包括人工智慧和机器学习技术在各行业的日益采用、对增强资料处理能力的需求以及对更高效决策工具的需求。认知运算解决方案使公司能够从大数据集中提取有价值的见解、简化营运并改善客户体验。大数据的盛行和云端运算的进步也促进了市场的成长。此外，认知系统在医疗保健、金融和零售领域的日益采用也推动了市场的扩张。

市场阻碍因素：

儘管认知运算市场成长前景广阔，但仍面临高实施成本和资料隐私问题等课题。认知运算系统很复杂，需要对基础设施进行大量投资，这可能会成为采用的障碍，特别是对于小型组织而言。此外，确保认知系统中敏感资料的安全和隐私是一个主要问题，监管要求也变得越来越复杂。应对这些课题需要技术进步和强有力的资料保护措施来建立信任并提高采用率。

市场机会：

由于技术进步和不断变化的业务需求，认知运算市场提供了巨大的成长机会。认知运算与人工智慧和物联网技术的整合正在为创新应用和解决方案创造新的可能性。认知运算在新兴市场的扩张，加上对个人化客户体验和数据驱动决策的需求不断增长，正在为市场成长开闢新的途径。策略合作伙伴关係、研发投资以及开发可扩展的解决方案对于寻求利用这些机会并推动市场扩张的公司至关重要。

本报告涵盖的主要问题

  • 推动全球认知运算市场成长的关键因素有哪些？
  • 哪些应用和地区正在引领认知运算技术的采用？
  • 技术进步如何改变认知运算市场的竞争格局？
  • 谁是认知运算市场的主要参与者？ 他们采取什么策略来保持竞争力？
  • 全球认知运算市场的新趋势和未来前景是什么？

目录

第1章 摘要整理

第2章 市场概要

  • 市场范围/分类
  • 市场定义/范围/限制

第3章 主要市场趋势

  • 影响市场的主要趋势
  • 认知运算技术的创新/开发趋势
  • 认知运算技术主要的使用案例
  • 成为成功的关键的要素

第4章 认知式运算市场- 价格分析

  • 各模式的价格分析
    • 订阅模式
    • 永久许可证
  • 世界平均价格分析基准

第5章 COVID-19大流行病危机的影响分析

  • COVID-19大流行病危机对认知运算市场成长带来的影响
  • COVID-19前的市场成长分析
  • COVID-19后的市场影响分析
  • 预计的成长/復苏情势(短期/中期/长期)
  • 认知式运算解决方案供应商的重要行动点

第6章 市场结构分析

  • 各级企业市场分析
  • 主要企业的市场占有率分析
  • 市场影响分析

第7章 全球认知式运算市场需求(金额及规模)分析

  • 市场(金额)分析，2019～2023年
  • 市场(金额)预测，2024～2033年
    • 前一年同期比较成长趋势分析
    • 绝对的商机

第8章 市场背景

  • 宏观经济要素
  • 预测要素- 相关性及影响
  • 价值链
  • 市场动态

第9章 各解决方案:全球认知式运算市场分析

  • 简介/主要调查结果
  • 市场规模(金额)分析，2019～2023年
  • 市场规模(金额)分析与预测，2024～2033年
    • 认知运算平台
      • 云端基础
      • 内部部署
    • 认知式运算API
    • 服务
      • 专业服务
        • AI与认知服务
        • 整合和实行
        • 认知与顾问咨询
        • 支援和维修
      • 管理服务
  • 各解决方案市场魅力分析

第10章 各应用领域:全球认知式运算市场分析

  • 简介/主要调查结果
  • 市场规模(金额)分析，2019～2023年
  • 市场规模(金额)分析与预测，2024～2033年
    • 语音识别
    • 电脑视觉
    • 文字分析
    • 自动模式侦测
    • BI 叙述与视觉化
    • 其他
  • 各应用领域的市场魅力分析

第11章 不同企业规模:全球认知式运算市场分析

  • 简介/主要调查结果
  • 市场规模(金额)分析，2019～2023年
  • 市场规模(金额)分析与预测，2024～2033年
    • 中小企业
    • 大企业
  • 不同企业规模市场魅力分析

第12章 各业界:全球认知式运算市场分析

  • 简介/主要调查结果
  • 市场规模(金额)分析，2019～2023年
  • 市场规模(金额)分析与预测，2024～2033年
    • BFSI
    • 零售业和电子商务
    • 製造业
    • 医疗保健和生命科学
    • 政府
    • IT及通讯
    • 旅游、饭店
    • 媒体和娱乐
    • 其他
  • 各业界市场魅力分析

第13章 各地区:全球认知式运算市场分析

  • 简介/主要调查结果
  • 市场规模(金额)分析，2019～2023年
  • 市场规模(金额)分析与预测，2024～2033年
    • 北美
    • 南美
    • 欧洲
    • 东亚
    • 南亚及太平洋
    • 中东及非洲(中东·非洲)
  • 各地区市场的魅力分析

第14章 北美的认知式运算市场分析

第15章 南美的认知式运算市场分析

第16章 欧洲的认知式运算市场分析

第17章 东亚的认知式运算市场分析

第18章 南亚及太平洋地区的认知式运算市场分析

第19章 中东及非洲的认知式运算市场分析

第20章 主要国家分析- 认知运算市场分析

  • 美国市场
    • 各解决方案
    • 各应用领域
    • 各业界
    • 不同企业规模
  • 加拿大市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 巴西市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 墨西哥市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 英国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 德国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 法国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 西班牙市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 义大利市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 荷比卢三国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 俄罗斯市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 中国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 日本市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 韩国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 印度市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 泰国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 印尼市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 马来西亚市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 大洋洲市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • GCC各国市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 土耳其市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界
  • 南非市场
    • 各解决方案
    • 各应用领域
    • 不同企业规模
    • 各业界

第21章 竞争分析

  • 竞争仪表板
  • 各供应商的主要的发展
  • 各供应商主要策略仪表板
  • 竞争详细内容
    • 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 所使用的前提条件与缩写

第23章 调查手法

简介目录
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