인지 컴퓨팅 시장 : 기술, 배포 및 산업별 - 세계 예측(2025-2030년)

The Cognitive Computing Market was valued at USD 11.76 billion in 2023, expected to reach USD 13.03 billion in 2024, and is projected to grow at a CAGR of 10.96%, to USD 24.36 billion by 2030.

Cognitive computing represents the convergence of artificial intelligence, machine learning, and data analytics to simulate human thought processes in a computerized model. It serves a crucial role in processing and analyzing vast amounts of data with speed and accuracy that outstrip human capabilities, making it vital in sectors like healthcare, finance, automotive, and customer service. The increasing need for real-time data insights and decision-making capability drives its necessity. Furthermore, cognitive computing applications range from predicting consumer behavior based on data trends to enhancing personalized medicine by analyzing patient data for tailored treatment plans. Its end-use scope extends across industries, including retail for personalized shopping experiences, and financial services for risk management and fraud detection. Key growth drivers include advancements in big data technologies, increased adoption of cloud computing, and greater emphasis on actionable business intelligence. Emerging opportunities lie in integrating cognitive computing with IoT for smart infrastructure and harnessing its potential in autonomous systems. Despite these prospects, challenges such as data privacy concerns, high implementation costs, and the lack of skilled professionals present barriers to growth. These limitations necessitate strategic innovation, such as developing more refined data encryption techniques and investing in workforce training to better equip professionals with the necessary skills. Areas ripe for innovation include developing adaptive algorithms that enhance user experience adaptively based on data inputs and advancing natural language processing to improve human-machine interaction. The market is inherently competitive, driven by rapid technological advancements and a growing ecosystem of startups focusing on niche solutions. Businesses can achieve growth by focusing on these emerging niches, investing in R&D to drive technological breakthroughs, and forming strategic partnerships to enhance service offerings and expand market reach.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Cognitive Computing Market

The Cognitive Computing Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Continuous evolution in the computing environment such as cloud, mobile, and analytics
  • Increase in demand for big data analytics in various end user industries
  • Rise in customer engagement through social media platforms
• Market Restraints
  • High cost of installing cognitive computing systems
• Market Opportunities
  • Developments of machine to machine technologies
  • Technological advancements in cognitive computing solutions
• Market Challenges
  • Risk of security and privacy issues

Porter's Five Forces: A Strategic Tool for Navigating the Cognitive Computing Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Cognitive Computing Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Cognitive Computing Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Cognitive Computing Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Cognitive Computing Market

A detailed market share analysis in the Cognitive Computing Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Cognitive Computing Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Cognitive Computing Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Cognitive Computing Market

A strategic analysis of the Cognitive Computing Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Cognitive Computing Market, highlighting leading vendors and their innovative profiles. These include Cisco Systems, Inc., Cognitive Scale, Inc., ColdLight Solutions, LLC, Enterra Solutions LLC, Google LLC by Alphabet Inc., Infosys Limited, International Business Machines Corporation, Microsoft Corporation, Numenta, Inc., Oracle Corporation, Palantir Technologies Inc., Saffron Technology, Inc., and Wipro Limited.

Market Segmentation & Coverage

This research report categorizes the Cognitive Computing Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Technology, market is studied across Automated Reasoning, Information Retrieval, Machine Learning, and Natural Language Processing.
• Based on Deployment, market is studied across On-Cloud and On-Premise.
• Based on Industry, market is studied across Aerospace & Defence, BFSI, Education, Energy & Power, Healthcare, Manufacturing, Media & Entertainment, Retail, and Telecom & IT.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Continuous evolution in the computing environment such as cloud, mobile, and analytics
    • 5.1.1.2. Increase in demand for big data analytics in various end user industries
    • 5.1.1.3. Rise in customer engagement through social media platforms
  • 5.1.2. Restraints
    • 5.1.2.1. High cost of installing cognitive computing systems
  • 5.1.3. Opportunities
    • 5.1.3.1. Developments of machine to machine technologies
    • 5.1.3.2. Technological advancements in cognitive computing solutions
  • 5.1.4. Challenges
    • 5.1.4.1. Risk of security and privacy issues
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Cognitive Computing Market, by Technology

• 6.1. Introduction
• 6.2. Automated Reasoning
• 6.3. Information Retrieval
• 6.4. Machine Learning
• 6.5. Natural Language Processing

7. Cognitive Computing Market, by Deployment

• 7.1. Introduction
• 7.2. On-Cloud
• 7.3. On-Premise

8. Cognitive Computing Market, by Industry

• 8.1. Introduction
• 8.2. Aerospace & Defence
• 8.3. BFSI
• 8.4. Education
• 8.5. Energy & Power
• 8.6. Healthcare
• 8.7. Manufacturing
• 8.8. Media & Entertainment
• 8.9. Retail
• 8.10. Telecom & IT

9. Americas Cognitive Computing Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Cognitive Computing Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Cognitive Computing Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Cisco Systems, Inc.
• 2. Cognitive Scale, Inc.
• 3. ColdLight Solutions, LLC
• 4. Enterra Solutions LLC
• 5. Google LLC by Alphabet Inc.
• 6. Infosys Limited
• 7. International Business Machines Corporation
• 8. Microsoft Corporation
• 9. Numenta, Inc.
• 10. Oracle Corporation
• 11. Palantir Technologies Inc.
• 12. Saffron Technology, Inc.
• 13. Wipro Limited