Cognitive Computing Market - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast 2031 - By Product, Technology, Grade, Application, End-user, Region: (North America, Europe, Asia Pacific, Latin America and Middle East and Africa)

Description

The advent of the Internet of Things (IoT) is set to significantly shape the future of many organizations over the next few years. This revolutionary technology interconnects embedded devices such as sensors and actuators, enabling them to communicate without human intervention. Cognitive technologies, including machine learning and AI, are crucial components of IoT, enhancing the intelligence and value of products and services.

Cognitive computing, when combined with IoT, enables data-collecting and data-interpreting machines to communicate swiftly and effectively. This synergy opens new avenues for business strategies. Cognitive solutions provide companies with deeper insights, helping them harness the full potential of IoT. The integration of IoT and cognitive capabilities can drastically reduce efficiency costs, surpass competitors, and improve business models. As a result, the cognitive computing market is expected to experience significant expansion in the coming years, driven by the increasing adoption of IoT technology.

Increasing Adoption of Cognitive Solutions in the Healthcare Sector

The healthcare industry is increasingly utilizing cognitive computing technologies in research, diagnostics, treatment, and patient outcomes. The widespread use of electronic health records (EHR) has driven healthcare professionals to leverage cognitive computing, which is positively impacting the cognitive computing market within the healthcare sector.

Cognitive computing is revolutionizing the healthcare sector by assisting medical professionals in disease treatment and improving patient outcomes. This technology provides doctors with context-based treatment suggestions for individual patients. By analyzing data related to a patient's case, cognitive solutions offer diagnostic suggestions with assigned confidence levels, aiding doctors in determining the best treatment options. The growing adoption of cognitive solutions in healthcare is expected to drive the global cognitive computing market's growth.

Regional Outlook of the Cognitive Computing Market

North America leads the global cognitive computing market, primarily due to the presence of several key players in the region. Meanwhile, the South Asia & Pacific region is expected to record the highest growth rate in the cognitive computing market. This growth is attributed to the increasing demand for technological advancements and the rising adoption of AI and ML technologies for automating business processes.

Competitive Analysis of the Cognitive Computing Market

Leading players in the global cognitive computing market are focusing on product launches, enhancements in existing products, acquisitions, and partnerships with niche players. Key companies in this market include IBM Corporation, Microsoft Corporation, SAS, Amazon Web Services, Oracle Corporation, Google, and Cisco Systems, Inc., among others.

Impact of COVID-19 on the Cognitive Computing Market

The COVID-19 pandemic has had a lasting impact on various aspects of life, including how businesses operate. The pandemic has accelerated digital transformation, prompting organizations to adopt technologies such as cognitive computing, cloud, and analytics. Companies are leveraging cognitive computing solutions to navigate the challenges posed by the pandemic, using bots for basic digital functions, freeing up human resources, and ensuring seamless operation of critical functions. Cognitive automation solutions have significantly boosted productivity and accelerated important workflows during the pandemic. As a result, the demand for cognitive computing is expected to increase.

Analysts' Viewpoint

Analysts have a comprehensive view of the global cognitive computing market, noting its significant growth. North America and Europe hold substantial shares of the cognitive computing market and are expected to maintain their dominance. Key players are adopting strategies such as alliances with other tech providers and regional expansion to fuel sales growth.

Competitive Analysis

Prominent companies in the cognitive computing market include:

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

Market Segmentation

By Solution:

Cognitive Computing Platform
Cognitive Computing APIs
Services

By Application:

Speech Recognition
Computer Vision
Text Analytics
Automated Pattern Discovery
BI Narratives & Visualizations
Others

By Enterprise Size:

Small and Medium Enterprises
Large Enterprises

By Industry:

BFSI
Retail & eCommerce
Manufacturing
Healthcare & Life Sciences
Government
IT & Telecom
Travel & Hospitality
Media & Entertainment
Others

By Region:

North America
Latin America
Europe
East Asia
South Asia and Pacific
Middle East and Africa (MEA)

1. Executive Summary

1.1. Global Cognitive Computing Market Snapshot
1.2. Future Projections
1.3. Key Market Trends
1.4. Regional Snapshot, by Value, 2023
1.5. Analyst Recommendations

2. Market Overview

2.1. Market Definitions and Segmentations
2.2. Market Dynamics
- 2.2.1. Drivers
- 2.2.2. Restraints
- 2.2.3. Market Opportunities
2.3. Porter's Five Forces Analysis
2.4. COVID-19 Impact Analysis
- 2.4.1. Supply
- 2.4.2. Demand
2.5. Impact of Ukraine-Russia Conflict
2.6. Economic Overview
- 2.6.1. World Economic Projections
2.7. PESTLE Analysis

3. Price Analysis, 2023

3.1. Global Average Price Analysis, by Model, 2023
- 3.1.1. Subscription Model
- 3.1.2. Perpetual Licenses
3.2. Prominent Factor Affecting Cognitive Computing Prices
3.3. Global Average Price Analysis, by Region, 2023

4. Global Cognitive Computing Market Outlook, 2019-2031

4.1. Global Cognitive Computing Market Outlook, By Solution, Value (US$ Bn), 2019-2031
- 4.1.1. Key Highlights
  - 4.1.1.1. Cognitive Computing Platform
    - 4.1.1.1.1. Cloud-based
    - 4.1.1.1.2. On-Premises
  - 4.1.1.2. Cognitive Computing APIs
  - 4.1.1.3. Services
    - 4.1.1.3.1. Professional Services
      - 4.1.1.3.1.1. AI & Cognitive Services
      - 4.1.1.3.1.2. Integration & Implementation
      - 4.1.1.3.1.3. Cognitive Consulting & Advisory
      - 4.1.1.3.1.4. Support & Maintenance
    - 4.1.1.3.2. Managed Services
4.2. Global Cognitive Computing Market Outlook, By Application, Value (US$ Bn), 2019-2031
- 4.2.1. Key Highlights
  - 4.2.1.1. Speech Recognition
  - 4.2.1.2. Text Analytics
  - 4.2.1.3. Computer Vision
  - 4.2.1.4. Automated Pattern Discovery
  - 4.2.1.5. BI Narratives & Visualizations
  - 4.2.1.6. Others
4.3. Global Cognitive Computing Market Outlook, By Enterprise Size, Value (US$ Bn), 2019-2031
- 4.3.1. Key Highlights
  - 4.3.1.1. Small and Medium Enterprises
  - 4.3.1.2. Large Enterprises
4.4. Global Cognitive Computing Market Outlook, By Industry, Value (US$ Bn), 2019-2031
- 4.4.1. Key Highlights
  - 4.4.1.1. BFSI
  - 4.4.1.2. Retail & e-Commerce
  - 4.4.1.3. Healthcare & Life Sciences
  - 4.4.1.4. Manufacturing
  - 4.4.1.5. Government
  - 4.4.1.6. IT & Telecom
  - 4.4.1.7. Travel & Hospitality
  - 4.4.1.8. Media & Entertainment
  - 4.4.1.9. Others
4.5. Global Cognitive Computing Market Outlook, by Region, Value (US$ Bn), 2019-2031
- 4.5.1. Key Highlights
  - 4.5.1.1. North America
  - 4.5.1.2. Europe
  - 4.5.1.3. Asia Pacific
  - 4.5.1.4. Latin America
  - 4.5.1.5. Middle East & Africa

5. North America Cognitive Computing Market Outlook, 2019-2031

5.1. North America Cognitive Computing Market Outlook, By Solution, Value (US$ Bn), 2019-2031
- 5.1.1. Key Highlights
  - 5.1.1.1. Cognitive Computing Platform
    - 5.1.1.1.1. Cloud-based
    - 5.1.1.1.2. On-Premises
  - 5.1.1.2. Cognitive Computing APIs
  - 5.1.1.3. Services
    - 5.1.1.3.1. Professional Services
      - 5.1.1.3.1.1. AI & Cognitive Services
      - 5.1.1.3.1.2. Integration & Implementation
      - 5.1.1.3.1.3. Cognitive Consulting & Advisory
      - 5.1.1.3.1.4. Support & Maintenance
    - 5.1.1.3.2. Managed Services
5.2. North America Cognitive Computing Market Outlook, By Application, Value (US$ Bn), 2019-2031
- 5.2.1. Key Highlights
  - 5.2.1.1. Speech Recognition
  - 5.2.1.2. Text Analytics
  - 5.2.1.3. Computer Vision
  - 5.2.1.4. Automated Pattern Discovery
  - 5.2.1.5. BI Narratives & Visualizations
  - 5.2.1.6. Others
5.3. North America Cognitive Computing Market Outlook, By Enterprise Size, Value (US$ Bn), 2019-2031
- 5.3.1. Key Highlights
  - 5.3.1.1. Small and Medium Enterprises
  - 5.3.1.2. Large Enterprises
5.4. North America Cognitive Computing Market Outlook, By Industry, Value (US$ Bn), 2019-2031
- 5.4.1. Key Highlights
  - 5.4.1.1. BFSI
  - 5.4.1.2. Retail & e-Commerce
  - 5.4.1.3. Healthcare & Life Sciences
  - 5.4.1.4. Manufacturing
  - 5.4.1.5. Government
  - 5.4.1.6. IT & Telecom
  - 5.4.1.7. Travel & Hospitality
  - 5.4.1.8. Media & Entertainment
  - 5.4.1.9. Others
5.5. North America Cognitive Computing Market Outlook, by Country, Value (US$ Bn), 2019-2031
- 5.5.1. Key Highlights
  - 5.5.1.1. U.S. Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 5.5.1.2. U.S. Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 5.5.1.3. U.S. Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 5.5.1.4. U.S. Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 5.5.1.5. Canada Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 5.5.1.6. Canada Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 5.5.1.7. Canada Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 5.5.1.8. Canada Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
- 5.5.2. BPS Analysis/Market Attractiveness Analysis

6. Europe Cognitive Computing Market Outlook, 2019-2031

6.1. Europe Cognitive Computing Market Outlook, By Solution, Value (US$ Bn), 2019-2031
- 6.1.1. Key Highlights
  - 6.1.1.1. Cognitive Computing Platform
    - 6.1.1.1.1. Cloud-based
    - 6.1.1.1.2. On-Premises
  - 6.1.1.2. Cognitive Computing APIs
  - 6.1.1.3. Services
    - 6.1.1.3.1. Professional Services
      - 6.1.1.3.1.1. AI & Cognitive Services
      - 6.1.1.3.1.2. Integration & Implementation
      - 6.1.1.3.1.3. Cognitive Consulting & Advisory
      - 6.1.1.3.1.4. Support & Maintenance
    - 6.1.1.3.2. Managed Services
6.2. Europe Cognitive Computing Market Outlook, By Application, Value (US$ Bn), 2019-2031
- 6.2.1. Key Highlights
  - 6.2.1.1. Speech Recognition
  - 6.2.1.2. Text Analytics
  - 6.2.1.3. Computer Vision
  - 6.2.1.4. Automated Pattern Discovery
  - 6.2.1.5. BI Narratives & Visualizations
  - 6.2.1.6. Others
6.3. Europe Cognitive Computing Market Outlook, By Enterprise Size, Value (US$ Bn), 2019-2031
- 6.3.1. Key Highlights
  - 6.3.1.1. Small and Medium Enterprises
  - 6.3.1.2. Large Enterprises
6.4. Europe Cognitive Computing Market Outlook, By Industry, Value (US$ Bn), 2019-2031
- 6.4.1. Key Highlights
  - 6.4.1.1. BFSI
  - 6.4.1.2. Retail & e-Commerce
  - 6.4.1.3. Healthcare & Life Sciences
  - 6.4.1.4. Manufacturing
  - 6.4.1.5. Government
  - 6.4.1.6. IT & Telecom
  - 6.4.1.7. Travel & Hospitality
  - 6.4.1.8. Media & Entertainment
  - 6.4.1.9. Others
6.5. Europe Cognitive Computing Market Outlook, by Country, Value (US$ Bn), 2019-2031
- 6.5.1. Key Highlights
  - 6.5.1.1. Germany Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.2. Germany Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.3. Germany Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.4. Germany Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 6.5.1.5. U.K. Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.6. U.K. Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.7. U.K. Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.8. U.K. Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 6.5.1.9. France Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.10. France Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.11. France Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.12. France Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 6.5.1.13. Italy Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.14. Italy Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.15. Italy Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.16. Italy Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 6.5.1.17. Turkiye Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.18. Turkiye Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.19. Turkiye Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.20. Turkiye Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 6.5.1.21. Russia Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.22. Russia Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.23. Russia Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.24. Russia Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 6.5.1.25. Rest of Europe Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 6.5.1.26. Rest of Europe Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 6.5.1.27. Rest of Europe Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 6.5.1.28. Rest of Europe Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
- 6.5.2. BPS Analysis/Market Attractiveness Analysis

7. Asia Pacific Cognitive Computing Market Outlook, 2019-2031

7.1. Asia Pacific Cognitive Computing Market Outlook, By Solution, Value (US$ Bn), 2019-2031
- 7.1.1. Key Highlights
  - 7.1.1.1. Cognitive Computing Platform
    - 7.1.1.1.1. Cloud-based
    - 7.1.1.1.2. On-Premises
  - 7.1.1.2. Cognitive Computing APIs
  - 7.1.1.3. Services
    - 7.1.1.3.1. Professional Services
      - 7.1.1.3.1.1. AI & Cognitive Services
      - 7.1.1.3.1.2. Integration & Implementation
      - 7.1.1.3.1.3. Cognitive Consulting & Advisory
      - 7.1.1.3.1.4. Support & Maintenance
    - 7.1.1.3.2. Managed Services
7.2. Asia Pacific Cognitive Computing Market Outlook, By Application, Value (US$ Bn), 2019-2031
- 7.2.1. Key Highlights
  - 7.2.1.1. Speech Recognition
  - 7.2.1.2. Text Analytics
  - 7.2.1.3. Computer Vision
  - 7.2.1.4. Automated Pattern Discovery
  - 7.2.1.5. BI Narratives & Visualizations
  - 7.2.1.6. Others
7.3. Asia Pacific Cognitive Computing Market Outlook, By Enterprise Size, Value (US$ Bn), 2019-2031
- 7.3.1. Key Highlights
  - 7.3.1.1. Small and Medium Enterprises
  - 7.3.1.2. Large Enterprises
7.4. Asia Pacific Cognitive Computing Market Outlook, By Industry, Value (US$ Bn), 2019-2031
- 7.4.1. Key Highlights
  - 7.4.1.1. BFSI
  - 7.4.1.2. Retail & e-Commerce
  - 7.4.1.3. Healthcare & Life Sciences
  - 7.4.1.4. Manufacturing
  - 7.4.1.5. Government
  - 7.4.1.6. IT & Telecom
  - 7.4.1.7. Travel & Hospitality
  - 7.4.1.8. Media & Entertainment
  - 7.4.1.9. Others
7.5. Asia Pacific Cognitive Computing Market Outlook, by Country, Value (US$ Bn), 2019-2031
- 7.5.1. Key Highlights
  - 7.5.1.1. China Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 7.5.1.2. China Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 7.5.1.3. China Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 7.5.1.4. China Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 7.5.1.5. Japan Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 7.5.1.6. Japan Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 7.5.1.7. Japan Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 7.5.1.8. Japan Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 7.5.1.9. South Korea Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 7.5.1.10. South Korea Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 7.5.1.11. South Korea Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 7.5.1.12. South Korea Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 7.5.1.13. India Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 7.5.1.14. India Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 7.5.1.15. India Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 7.5.1.16. India Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 7.5.1.17. Southeast Asia Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 7.5.1.18. Southeast Asia Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 7.5.1.19. Southeast Asia Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 7.5.1.20. Southeast Asia Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 7.5.1.21. Rest of Asia Pacific Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 7.5.1.22. Rest of Asia Pacific Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 7.5.1.23. Rest of Asia Pacific Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 7.5.1.24. Rest of Asia Pacific Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
- 7.5.2. BPS Analysis/Market Attractiveness Analysis

8. Latin America Cognitive Computing Market Outlook, 2019-2031

8.1. Latin America Cognitive Computing Market Outlook, By Solution, Value (US$ Bn), 2019-2031
- 8.1.1. Key Highlights
  - 8.1.1.1. Cognitive Computing Platform
    - 8.1.1.1.1. Cloud-based
    - 8.1.1.1.2. On-Premises
  - 8.1.1.2. Cognitive Computing APIs
  - 8.1.1.3. Services
    - 8.1.1.3.1. Professional Services
      - 8.1.1.3.1.1. AI & Cognitive Services
      - 8.1.1.3.1.2. Integration & Implementation
      - 8.1.1.3.1.3. Cognitive Consulting & Advisory
      - 8.1.1.3.1.4. Support & Maintenance
    - 8.1.1.3.2. Managed Services
8.2. Latin America Cognitive Computing Market Outlook, By Application, Value (US$ Bn), 2019-2031
- 8.2.1. Key Highlights
  - 8.2.1.1. Speech Recognition
  - 8.2.1.2. Text Analytics
  - 8.2.1.3. Computer Vision
  - 8.2.1.4. Automated Pattern Discovery
  - 8.2.1.5. BI Narratives & Visualizations
  - 8.2.1.6. Others
8.3. Latin America Cognitive Computing Market Outlook, By Enterprise Size, Value (US$ Bn), 2019-2031
- 8.3.1. Key Highlights
  - 8.3.1.1. Small and Medium Enterprises
  - 8.3.1.2. Large Enterprises
8.4. Latin America Cognitive Computing Market Outlook, By Industry, Value (US$ Bn), 2019-2031
- 8.4.1. Key Highlights
  - 8.4.1.1. BFSI
  - 8.4.1.2. Retail & e-Commerce
  - 8.4.1.3. Healthcare & Life Sciences
  - 8.4.1.4. Manufacturing
  - 8.4.1.5. Government
  - 8.4.1.6. IT & Telecom
  - 8.4.1.7. Travel & Hospitality
  - 8.4.1.8. Media & Entertainment
  - 8.4.1.9. Others
8.5. Latin America Cognitive Computing Market Outlook, by Country, Value (US$ Bn), 2019-2031
- 8.5.1. Key Highlights
  - 8.5.1.1. Brazil Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 8.5.1.2. Brazil Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 8.5.1.3. Brazil Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 8.5.1.4. Brazil Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 8.5.1.5. Mexico Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 8.5.1.6. Mexico Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 8.5.1.7. Mexico Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 8.5.1.8. Mexico Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 8.5.1.9. Argentina Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 8.5.1.10. Argentina Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 8.5.1.11. Argentina Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 8.5.1.12. Argentina Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 8.5.1.13. Rest of Latin America Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 8.5.1.14. Rest of Latin America Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 8.5.1.15. Rest of Latin America Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 8.5.1.16. Rest of Latin America Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
- 8.5.2. BPS Analysis/Market Attractiveness Analysis

9. Middle East & Africa Cognitive Computing Market Outlook, 2019-2031

9.1. Middle East & Africa Cognitive Computing Market Outlook, By Solution, Value (US$ Bn), 2019-2031
- 9.1.1. Key Highlights
  - 9.1.1.1. Cognitive Computing Platform
    - 9.1.1.1.1. Cloud-based
    - 9.1.1.1.2. On-Premises
  - 9.1.1.2. Cognitive Computing APIs
  - 9.1.1.3. Services
    - 9.1.1.3.1. Professional Services
      - 9.1.1.3.1.1. AI & Cognitive Services
      - 9.1.1.3.1.2. Integration & Implementation
      - 9.1.1.3.1.3. Cognitive Consulting & Advisory
      - 9.1.1.3.1.4. Support & Maintenance
    - 9.1.1.3.2. Managed Services
9.2. Middle East & Africa Cognitive Computing Market Outlook, By Application, Value (US$ Bn), 2019-2031
- 9.2.1. Key Highlights
  - 9.2.1.1. Speech Recognition
  - 9.2.1.2. Text Analytics
  - 9.2.1.3. Computer Vision
  - 9.2.1.4. Automated Pattern Discovery
  - 9.2.1.5. BI Narratives & Visualizations
  - 9.2.1.6. Others
9.3. Middle East & Africa Cognitive Computing Market Outlook, By Enterprise Size, Value (US$ Bn), 2019-2031
- 9.3.1. Key Highlights
  - 9.3.1.1. Small and Medium Enterprises
  - 9.3.1.2. Large Enterprises
9.4. Middle East & Africa Cognitive Computing Market Outlook, By Industry, Value (US$ Bn), 2019-2031
- 9.4.1. Key Highlights
  - 9.4.1.1. BFSI
  - 9.4.1.2. Retail & e-Commerce
  - 9.4.1.3. Healthcare & Life Sciences
  - 9.4.1.4. Manufacturing
  - 9.4.1.5. Government
  - 9.4.1.6. IT & Telecom
  - 9.4.1.7. Travel & Hospitality
  - 9.4.1.8. Media & Entertainment
  - 9.4.1.9. Others
9.5. Middle East & Africa Cognitive Computing Market Outlook, by Country, Value (US$ Bn), 2019-2031
- 9.5.1. Key Highlights
  - 9.5.1.1. GCC Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 9.5.1.2. GCC Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 9.5.1.3. GCC Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 9.5.1.4. GCC Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 9.5.1.5. South Africa Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 9.5.1.6. South Africa Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 9.5.1.7. South Africa Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 9.5.1.8. South Africa Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 9.5.1.9. Egypt Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 9.5.1.10. Egypt Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 9.5.1.11. Egypt Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 9.5.1.12. Egypt Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 9.5.1.13. Nigeria Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 9.5.1.14. Nigeria Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 9.5.1.15. Nigeria Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 9.5.1.16. Nigeria Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
  - 9.5.1.17. Rest of Middle East & Africa Cognitive Computing Market By Solution, Value (US$ Bn), 2019-2031
  - 9.5.1.18. Rest of Middle East & Africa Cognitive Computing Market By Application, Value (US$ Bn), 2019-2031
  - 9.5.1.19. Rest of Middle East & Africa Cognitive Computing Market By Enterprise Size, Value (US$ Bn), 2019-2031
  - 9.5.1.20. Rest of Middle East & Africa Cognitive Computing Market By Industry, Value (US$ Bn), 2019-2031
- 9.5.2. BPS Analysis/Market Attractiveness Analysis

10. Competitive Landscape

10.1. Company Market Share Analysis, 2023
10.2. Competitive Dashboard
10.3. Company Profiles
- 10.3.1. IBM Corporation
  - 10.3.1.1. Company Overview
  - 10.3.1.2. Product Portfolio
  - 10.3.1.3. Financial Overview
  - 10.3.1.4. Business Strategies and Development
- 10.3.2. Oracle Corporation
  - 10.3.2.1. Company Overview
  - 10.3.2.2. Product Portfolio
  - 10.3.2.3. Financial Overview
  - 10.3.2.4. Business Strategies and Development
- 10.3.3. Microsoft Corporation
  - 10.3.3.1. Company Overview
  - 10.3.3.2. Product Portfolio
  - 10.3.3.3. Financial Overview
  - 10.3.3.4. Business Strategies and Development
- 10.3.4. Google
  - 10.3.4.1. Company Overview
  - 10.3.4.2. Product Portfolio
  - 10.3.4.3. Financial Overview
  - 10.3.4.4. Business Strategies and Development
- 10.3.5. SparkCognition, Inc.
  - 10.3.5.1. Company Overview
  - 10.3.5.2. Product Portfolio
  - 10.3.5.3. Financial Overview
  - 10.3.5.4. Business Strategies and Development
- 10.3.6. Expert System
  - 10.3.6.1. Company Overview
  - 10.3.6.2. Product Portfolio
  - 10.3.6.3. Financial Overview
  - 10.3.6.4. Business Strategies and Development
- 10.3.7. Cisco Systems, Inc.
  - 10.3.7.1. Company Overview
  - 10.3.7.2. Product Portfolio
  - 10.3.7.3. Financial Overview
  - 10.3.7.4. Business Strategies and Development
- 10.3.8. SAP
  - 10.3.8.1. Company Overview
  - 10.3.8.2. Product Portfolio
  - 10.3.8.3. Financial Overview
  - 10.3.8.4. Business Strategies and Development
- 10.3.9. HPE
  - 10.3.9.1. Company Overview
  - 10.3.9.2. Product Portfolio
  - 10.3.9.3. Financial Overview
  - 10.3.9.4. Business Strategies and Development
- 10.3.10. Marlabs
  - 10.3.10.1. Company Overview
  - 10.3.10.2. Product Portfolio
  - 10.3.10.3. Financial Overview
  - 10.3.10.4. Business Strategies and Development

11. Appendix

11.1. Research Methodology
11.2. Report Assumptions
11.3. Acronyms and Abbreviations