Cognitive Computing Market: Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2024-2033

Description

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

Product Code: PMRREP9749

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