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In banking, cognitive systems are used for customer service, advisory and decision-making support, investment consulting, and others. The banking sector is the most attractive vertical segment in the global cognitive systems spending market. In terms of value, the banking segment is expected to gain a significant BPS in the global cognitive systems spending market over the forecast period.
The banking segment was estimated to account for more than 20% value share towards the end of 2019 and is expected to expand at a high CAGR of 15.5% than other segments of the global cognitive systems spending market during the period of forecast.
Also, cognitive analytics, in contrast, allows crunching a company’s big data as well as external information sources to forecast future events and behaviours as well as gives recommendations on the most rational behaviour in a given context. Cognitive systems allow conducting what-if analyses to predict the effect of potential changes in business strategies.
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The global cognitive systems spending market is experiencing numerous technological advancements permitted with exceptional features for several industries especially in the banking sector. Cognitive systems with high-definition technology can help in determining the world’s most composite data analysis difficulties by entering into the complexity of exploiting the power of big data, machine learning, natural language processing, and automated reasoning technology.
Some advances in technology would further benefit the diffusion of big data, thereby booming the growth of the global cognitive systems spending market in the forecast period. Another factor which is driving the growth of the global cognitive systems spending market is the challenge that most banks and financial institutions are facing in the present scenario. Banks have too much data and too little insight. That usually comes from using traditional analytical systems, which focus on examining historical data from relational databases and reporting answers to user queries.
Cognitive analytics, in contrast, allows crunching a company’s big data as well as external information sources to forecast future events and behaviours as well as gives recommendations on the most rational behaviour in a given context. Cognitive systems allow conducting what-if analyses to predict the effect of potential changes in business strategies.
In terms of value, the banking segment was estimated to account for more than 20% value share by 2016 end and is expected to expand at a CAGR of 15.5% during the forecast period in North America. Banking segment is expected to witness comparatively high Y-o-Y growth rates ranging from 14.3% to 15.5% over 2016–2026.
In Latin America, the banking segment is lagging behind while healthcare and education sectors are ahead and expect to exhibit a higher CAGR during the forecast period. In Western Europe, the banking sector is the second largest segment in terms of value after the manufacturing segment, which is expected to exhibit a higher CAGR during the forecast period.
International Business Machines Corp (IBM) holds a market share in excess of 50% in the global cognitive systems spending market. The company is dominating the global market in banking along with hospital, manufacturing, and education cognitive systems. IBM Corporation aims to expand its presence in the Middle East and Africa having recently launched its offices in Kuwait, Saudi Arabia, Qatar, Angola, Nigeria, Kenya, Senegal, and Tanzania in order to strengthen its business in these regions.
International Business Machines Corp (IBM) holds a market share in excess of 50% in the global cognitive systems spending market. The company is dominating the global market in banking along with hospital, manufacturing, and education cognitive systems. IBM Corporation aims to expand its presence in the Middle East and Africa having recently launched its offices in Kuwait, Saudi Arabia, Qatar, Angola, Nigeria, Kenya, Senegal, and Tanzania in order to strengthen its business in these regions.
What are the future prospects of cognitive systems spending market?
Natural language processing technology is the most adaptable technology in the banking sector for cognitive systems due to its easy and advanced language conversation process therefore boosting the growth of the global cognitive systems spending market.
What are the major challenges for cognitive systems spending market?
Lack of compliance on the part of cognitive systems provider, as well as lack of user knowledge & awareness regarding cognitive systems, which is a major challenge for the cognitive systems spending market.
Which verticals will have significant revenue growth in the next five years?
The banking segment has been considered as largest revenue growth in the next five years due to the improvements in the variety, efficiency, and reliability of machine learning.
What are the major opportunities for cognitive systems spending market?
The recognition and widespread acceptance of consumer-based intelligent assistant applications, which is a major opportunities for the cognitive systems spending market
Which region is expected to be at forefront in the cognitive systems spending market?
The continuous development in cognitive computer technology for educational and healthcare applications such as enhancing the student’s learning experience, and evaluate information about the patient, among others, which is, in turn, boosting the growth of the cognitive systems spending market in North America.
Who are the major companies leading cognitive systems spending market?
Prominent companies in the Cognitive Systems Spending market includes International Business Machines Corporation, Accenture Plc., HP Inc., Microsoft Corp., Intel Corporation, Attivio, Wipro Limited, Cognitive Scale Inc., IPsoft Inc. and among others.
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The global cognitive systems spending market is segmented in detail to cover every aspect of the market and present a complete market intelligence approach to readers.The global cognitive systems spending market is segmented in detail to cover every aspect of the market and present a complete market intelligence approach to readers.
Product Type:
Deployment Type:
Technology Type:
By Verticals:
By Region:
Demand for cognitive systems spending is likely to grow at a CAGR of 15% through 2032.
Sales of cognitive systems spending is likely to exceed a valuation of US$ 49222 million by 2032.
Adoption of cognitive systems spending is likely to reach a valuation of US$ 12167 million in 2022.
North America is the key cognitive systems spending market contributor.
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. Market Structure Analysis 3.1. Market Analysis by Tier of Companies 3.2. Market Concentration 3.3. Market Share Analysis of Top Players 3.4. Market Presence Analysis 3.4.1. Regional Footprint by Players 3.4.2. Product Footprint by Players 3.4.3. Channel Footprint by Players 4. Global Cognitive Systems Spending Demand (in Value or Size in US$ Mn) Analysis 2015-2019 and Forecast, 2020-2030 4.1. Historical Market Value (US$ Mn) Analysis, 2015-2019 4.2. Current and Future Market Value (US$ Mn) Projections, 2020-2030 4.2.1. Y-o-Y Growth Trend Analysis 4.2.2. Absolute $ Opportunity Analysis 5. Market Background 5.1. Macro-Economic Factors 5.1.1. Global GDP Growth Outlook 5.1.2. Global City Growth Outlook 5.1.3. Global ICT Spending Outlook 5.2. Forecast Factors - Relevance & Impact 5.3. Value Chain 5.4. Market Dynamics 5.4.1. Drivers 5.4.2. Restraints 5.4.3. Opportunity Analysis 6. Global Cognitive Systems Spending, Key Use Cases (Qualitative) 6.1. How Cognitive Systems Spending used in Healthcare Industry 6.2. Cognitive Systems Spending for Educational System 6.3. The Growing Cognitive Systems Spending for Accurate Data Analysis, and Improved Customer Interaction 6.4. Others 7. Global Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030, By Product Type 7.1. Introduction / Key Findings 7.2. Historical Market Size (US$ Mn) Analysis By Product Type, 2015 - 2019 7.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Product Type, 2020 - 2030 7.3.1. Hardware 7.3.2. Software 7.3.3. Deployment Type 7.4. Market Attractiveness Analysis By Product Type 8. Global Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030, By Deployment Type 8.1. Introduction / Key Findings 8.2. Historical Market Size (US$ Mn) Analysis By Deployment Type, 2015 - 2019 8.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Deployment Type, 2020 - 2030 8.3.1. Public 8.3.2. On-Premise 8.4. Market Attractiveness Analysis By Deployment Type 9. Global Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030, By Technology Type 9.1. Introduction / Key Findings 9.2. Historical Market Size (US$ Mn) Analysis By Technology Type, 2015 - 2019 9.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Technology Type, 2020 - 2030 9.3.1. Natural Language Processing 9.3.2. Machine Learning 9.3.3. Automated Reasoning 9.4. Market Attractiveness Analysis By Technology Type 10. Global Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030, By Verticals 10.1. Introduction / Key Findings 10.2. Historical Market Size (US$ Mn) Analysis By Verticals, 2015 - 2019 10.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Verticals, 2020 - 2030 10.3.1. Banking 10.3.2. Education 10.3.3. Government 10.3.4. Healthcare 10.3.5. Insurance 10.3.6. Manufacturing 10.3.7. Securities and Investment Services 10.3.8. Telecommunications 10.3.9. Transportation 10.3.10. Other Industries (Cross industries, Discrete manufacturing, Process manufacturing, Retail) 10.4. Market Attractiveness Analysis By Verticals 11. Global Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030, by Region 11.1. Introduction / Key Findings 11.2. Historical Market Size (US$ Mn) Analysis By Region, 2015 - 2019 11.3. Current Market Size (US$ Mn) Analysis and Forecast By Region, 2020 - 2030 11.3.1. North America 11.3.2. Latin America 11.3.3. Europe 11.3.4. East Asia 11.3.5. South Asia & Pacific 11.3.6. Middle East and Africa (MEA) 11.4. Market Attractiveness Analysis By Region 12. North America Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030 12.1. Introduction / Key Findings 12.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019 12.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030 12.3.1. By Country 12.3.1.1. U.S. 12.3.1.2. Canada 12.3.2. By Product Type 12.3.3. By Deployment Type 12.3.4. By Technology Type 12.3.5. By Verticals 12.4. Market Attractiveness Analysis 12.4.1. By Country 12.4.2. By Product Type 12.4.3. By Deployment Type 12.4.4. By Technology Type 12.4.5. By Verticals 12.5. Key Market Participants - Intensity Mapping 12.6. Drivers and Restraints - Impact Analysis 13. Latin America Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030 13.1. Introduction / Key Findings 13.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019 13.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030 13.3.1. By Country 13.3.1.1. Brazil 13.3.1.2. Mexico 13.3.1.3. Rest of Latin America 13.3.2. By Product Type 13.3.3. By Deployment Type 13.3.4. By Technology Type 13.3.5. By Verticals 13.4. Market Attractiveness Analysis 13.4.1. By Country 13.4.2. By Product Type 13.4.3. By Deployment Type 13.4.4. By Technology Type 13.4.5. By Verticals 13.5. Key Market Participants - Intensity Mapping 13.6. Drivers and Restraints - Impact Analysis 14. Europe Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030 14.1. Introduction / Key Findings 14.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019 14.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030 14.3.1. By Country 14.3.1.1. UK 14.3.1.2. France 14.3.1.3. Germany 14.3.1.4. Italy 14.3.1.5. Spain 14.3.1.6. BENELUX 14.3.1.7. Russia 14.3.2. By Product Type 14.3.3. By Deployment Type 14.3.4. By Technology Type 14.3.5. By Verticals 14.4. Market Attractiveness Analysis 14.4.1. By Country 14.4.2. By Product Type 14.4.3. By Deployment Type 14.4.4. By Technology Type 14.4.5. By Verticals 14.5. Key Market Participants - Intensity Mapping 14.6. Drivers and Restraints - Impact Analysis 15. East Asia Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030 15.1. Introduction / Key Findings 15.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019 15.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030 15.3.1. By Country 15.3.1.1. China 15.3.1.2. Japan 15.3.1.3. South Korea 15.3.2. By Product Type 15.3.3. By Deployment Type 15.3.4. By Technology Type 15.3.5. By Verticals 15.4. Market Attractiveness Analysis 15.4.1. By Country 15.4.2. By Product Type 15.4.3. By Deployment Type 15.4.4. By Technology Type 15.4.5. By Verticals 15.5. Key Market Participants - Intensity Mapping 15.6. Drivers and Restraints - Impact Analysis 16. South Asia & Pacific Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030 16.1. Introduction / Key Findings 16.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019 16.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030 16.3.1. By Country 16.3.1.1. India 16.3.1.2. Thailand 16.3.1.3. Indonesia 16.3.1.4. Malaysia 16.3.1.5. Australia & New Zealand 16.3.2. By Product Type 16.3.3. By Deployment Type 16.3.4. By Technology Type 16.3.5. By Verticals 16.4. Market Attractiveness Analysis 16.4.1. By Country 16.4.2. By Product Type 16.4.3. By Deployment Type 16.4.4. By Technology Type 16.4.5. By Verticals 16.5. Key Market Participants - Intensity Mapping 16.6. Drivers and Restraints - Impact Analysis 17. Middle East and Africa Cognitive Systems Spending Analysis 2015-2019 and Forecast 2020-2030 17.1. Introduction / Key Findings 17.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019 17.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030 17.3.1. By Country 17.3.1.1. GCC Countries 17.3.1.2. Turkey 17.3.1.3. South Africa 17.3.2. By Product Type 17.3.3. By Deployment Type 17.3.4. By Technology Type 17.3.5. By Verticals 17.4. Market Attractiveness Analysis 17.4.1. By Country 17.4.2. By Product Type 17.4.3. By Deployment Type 17.4.4. By Technology Type 17.4.5. By Verticals 17.5. Key Market Participants - Intensity Mapping 17.6. Drivers and Restraints - Impact Analysis 18. Key Country Analysis- Cognitive Systems Spending Analysis 18.1. U.S. Retail Market 18.1.1. By Product Type 18.1.2. By Deployment Type 18.1.3. By Technology Type 18.1.4. By Verticals 18.2. Canada Retail Market 18.2.1. By Product Type 18.2.2. By Deployment Type 18.2.3. By Technology Type 18.2.4. By Verticals 18.3. Brazil Retail Market 18.3.1. By Product Type 18.3.2. By Deployment Type 18.3.3. By Technology Type 18.3.4. By Verticals 18.4. Mexico Retail Market 18.4.1. By Product Type 18.4.2. By Deployment Type 18.4.3. By Technology Type 18.4.4. By Verticals 18.5. UK Retail Market 18.5.1. By Product Type 18.5.2. By Deployment Type 18.5.3. By Technology Type 18.5.4. By Verticals 18.6. Germany Retail Market 18.6.1. By Product Type 18.6.2. By Deployment Type 18.6.3. By Technology Type 18.6.4. By Verticals 18.7. France Retail Market 18.7.1. By Product Type 18.7.2. By Deployment Type 18.7.3. By Technology Type 18.7.4. By Verticals 18.8. Spain Retail Market 18.8.1. By Product Type 18.8.2. By Deployment Type 18.8.3. By Technology Type 18.8.4. By Verticals 18.9. Italy Retail Market 18.9.1. By Product Type 18.9.2. By Deployment Type 18.9.3. By Technology Type 18.9.4. By Verticals 18.10. BENELUX Retail Market 18.10.1. By Product Type 18.10.2. By Deployment Type 18.10.3. By Technology Type 18.10.4. By Verticals 18.11. Russia Retail Market 18.11.1. By Product Type 18.11.2. By Deployment Type 18.11.3. By Technology Type 18.11.4. By Verticals 18.12. China Retail Market 18.12.1. By Product Type 18.12.2. By Deployment Type 18.12.3. By Technology Type 18.12.4. By Verticals 18.13. Japan Retail Market 18.13.1. By Product Type 18.13.2. By Deployment Type 18.13.3. By Technology Type 18.13.4. By Verticals 18.14. South Korea Retail Market 18.14.1. By Product Type 18.14.2. By Deployment Type 18.14.3. By Technology Type 18.14.4. By Verticals 18.15. India Retail Market 18.15.1. By Product Type 18.15.2. By Deployment Type 18.15.3. By Technology Type 18.15.4. By Verticals 18.16. Thailand Retail Market 18.16.1. By Product Type 18.16.2. By Deployment Type 18.16.3. By Technology Type 18.16.4. By Verticals 18.17. Indonesia Retail Market 18.17.1. By Product Type 18.17.2. By Deployment Type 18.17.3. By Technology Type 18.17.4. By Verticals 18.18. Malaysia Retail Market 18.18.1. By Product Type 18.18.2. By Deployment Type 18.18.3. By Technology Type 18.18.4. By Verticals 18.19. Australia & New Zealand Retail Market 18.19.1. By Product Type 18.19.2. By Deployment Type 18.19.3. By Technology Type 18.19.4. By Verticals 18.20. GCC Countries Retail Market 18.20.1. By Product Type 18.20.2. By Deployment Type 18.20.3. By Technology Type 18.20.4. By Verticals 18.21. Turkey Retail Market 18.21.1. By Product Type 18.21.2. By Deployment Type 18.21.3. By Technology Type 18.21.4. By Verticals 18.22. South Africa Retail Market 18.22.1. By Product Type 18.22.2. By Deployment Type 18.22.3. By Technology Type 18.22.4. By Verticals 19. Competition Analysis 19.1. Competition Dashboard 19.2. Pricing Analysis, by Competition 19.3. Competition Deep Dive 19.3.1. International Business Machines Corporation. 19.3.1.1. Overview 19.3.1.2. Product/Service Portfolio 19.3.1.3. Profitability by Market Segments (Product/Channel/Region) 19.3.1.4. Sales Footprint 19.3.1.5. Strategy Overview 19.3.1.5.1. Marketing Strategy 19.3.1.5.2. Product Strategy 19.3.1.5.3. Channel Strategy 19.3.2. Accenture Plc. 19.3.2.1. Overview 19.3.2.2. Product/Service Portfolio 19.3.2.3. Profitability by Market Segments (Product/Channel/Region) 19.3.2.4. Sales Footprint 19.3.2.5. Strategy Overview 19.3.2.5.1. Marketing Strategy 19.3.2.5.2. Product Strategy 19.3.2.5.3. Channel Strategy 19.3.3. Microsoft Corporation 19.3.3.1. Overview 19.3.3.2. Product/Service Portfolio 19.3.3.3. Profitability by Market Segments (Product/Channel/Region) 19.3.3.4. Sales Footprint 19.3.3.5. Strategy Overview 19.3.3.5.1. Marketing Strategy 19.3.3.5.2. Product Strategy 19.3.3.5.3. Channel Strategy 19.3.4. HP Inc. 19.3.4.1. Overview 19.3.4.2. Product/Service Portfolio 19.3.4.3. Profitability by Market Segments (Product/Channel/Region) 19.3.4.4. Sales Footprint 19.3.4.5. Strategy Overview 19.3.4.5.1. Marketing Strategy 19.3.4.5.2. Product Strategy 19.3.4.5.3. Channel Strategy 19.3.5. Intel Corporation 19.3.5.1. Overview 19.3.5.2. Product/Service Portfolio 19.3.5.3. Profitability by Market Segments (Product/Channel/Region) 19.3.5.4. Sales Footprint 19.3.5.5. Strategy Overview 19.3.5.5.1. Marketing Strategy 19.3.5.5.2. Product Strategy 19.3.5.5.3. Channel Strategy 19.3.6. Attivio 19.3.6.1. Overview 19.3.6.2. Product/Service Portfolio 19.3.6.3. Profitability by Market Segments (Product/Channel/Region) 19.3.6.4. Sales Footprint 19.3.6.5. Strategy Overview 19.3.6.5.1. Marketing Strategy 19.3.6.5.2. Product Strategy 19.3.6.5.3. Channel Strategy 19.3.7. Wipro Limited 19.3.7.1. Overview 19.3.7.2. Product/Service Portfolio 19.3.7.3. Profitability by Market Segments (Product/Channel/Region) 19.3.7.4. Sales Footprint 19.3.7.5. Strategy Overview 19.3.7.5.1. Marketing Strategy 19.3.7.5.2. Product Strategy 19.3.7.5.3. Channel Strategy 19.3.8. Cognitive Scale Inc. 19.3.8.1. Overview 19.3.8.2. Product/Service Portfolio 19.3.8.3. Profitability by Market Segments (Product/Channel/Region) 19.3.8.4. Sales Footprint 19.3.8.5. Strategy Overview 19.3.8.5.1. Marketing Strategy 19.3.8.5.2. Product Strategy 19.3.8.5.3. Channel Strategy 19.3.9. IPsoft Inc. 19.3.9.1. Overview 19.3.9.2. Product/Service Portfolio 19.3.9.3. Profitability by Market Segments (Product/Channel/Region) 19.3.9.4. Sales Footprint 19.3.9.5. Strategy Overview 19.3.9.5.1. Marketing Strategy 19.3.9.5.2. Product Strategy 19.3.9.5.3. Channel Strategy 20. Assumptions and Acronyms Used 21. Research Methodology
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Figure 01: Global Cognitive Systems Spending Market Size and Y-o-Y Growth Rate from 2020-2030 Figure 02: Global Cognitive Systems Spending Market Absolute $ Opportunity (US$ Mn), 2019 - 2030 Figure 03: Global Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 04: Global Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 05: Global Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 06: Global Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 07: Global Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 08: Global Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 09: Global Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 10: Global Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 11: Global Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 12: Global Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 13: Global Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 14: Global Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 15: Global Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 16: Global Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 17: Global Cognitive Systems Spending Market Share and BPS Analysis by Region- 2020 & 2030 Figure 18: Global Cognitive Systems Spending Market Y-o-Y Growth by Region, 2020-2030 Figure 19: Global Cognitive Systems Spending Market: Market Attractiveness by Region Figure 20: North America Cognitive Systems Spending Market Absolute $ Opportunity Figure 21: Latin America Cognitive Systems Spending Market Absolute $ Opportunity Figure 22: Europe Cognitive Systems Spending Market Absolute $ Opportunity Figure 23: East Asia Cognitive Systems Spending Market Absolute $ Opportunity Figure 24: South Asia & Pacific Cognitive Systems Spending Market Absolute $ Opportunity Figure 25: Middle East & Africa Cognitive Systems Spending Market Absolute $ Opportunity Figure 26: North America Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 27: North America Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 28: North America Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 29: North America Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 30: North America Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 31: North America Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 32: North America Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 33: North America Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 34: North America Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 35: North America Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 36: North America Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 37: North America Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 38: North America Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 39: North America Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 40: North America Cognitive Systems Spending Market Share and BPS Analysis by Country- 2020 & 2030 Figure 41: North America Cognitive Systems Spending Market Y-o-Y Growth by Country, 2020-2030 Figure 42: North America Cognitive Systems Spending Market: Market Attractiveness by Country Figure 43: U.S. Cognitive Systems Spending Market Absolute $ Opportunity Figure 44: Canada Cognitive Systems Spending Market Absolute $ Opportunity Figure 45: Latin America Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 46: Latin America Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 47: Latin America Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 48: Latin America Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 49: Latin America Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 50: Latin America Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 51: Latin America Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 52: Latin America Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 53: Latin America Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 54: Latin America Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 55: Latin America Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 56: Latin America Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 57: Latin America Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 58: Latin America Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 59: Latin America Cognitive Systems Spending Market Share and BPS Analysis by Country- 2020 & 2030 Figure 60: Latin America Cognitive Systems Spending Market Y-o-Y Growth by Country, 2020-2030 Figure 61: Latin America Cognitive Systems Spending Market: Market Attractiveness by Country Figure 62: Brazil Cognitive Systems Spending Market Absolute $ Opportunity Figure 63: Mexico Cognitive Systems Spending Market Absolute $ Opportunity Figure 64: Rest of Latin America Europe Cognitive Systems Spending Market Absolute $ Opportunity Figure 65: Europe Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 66: Europe Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 67: Europe Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 68: Europe Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 69: Europe Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 70: Europe Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 71: Europe Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 72: Europe Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 73: Europe Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 74: Europe Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 75: Europe Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 76: Europe Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 77: Europe Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 78: Europe Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 79: Europe Cognitive Systems Spending Market Share and BPS Analysis by Country- 2020 & 2030 Figure 80: Europe Cognitive Systems Spending Market Y-o-Y Growth by Country, 2020-2030 Figure 81: Europe Cognitive Systems Spending Market: Market Attractiveness by Country Figure 82: Germany Cognitive Systems Spending Market Absolute $ Opportunity Figure 83: Italy Cognitive Systems Spending Market Absolute $ Opportunity Figure 84: France Cognitive Systems Spending Market Absolute $ Opportunity Figure 85: U.K. Cognitive Systems Spending Market Absolute $ Opportunity Figure 86: Spain Cognitive Systems Spending Market Absolute $ Opportunity Figure 87: BENELUX Cognitive Systems Spending Market Absolute $ Opportunity Figure 88: Russia Cognitive Systems Spending Market Absolute $ Opportunity Figure 89: East Asia Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 90: East Asia Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 91: East Asia Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 92: East Asia Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 93: East Asia Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 94: East Asia Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 95: East Asia Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 96: East Asia Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 97: East Asia Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 98: East Asia Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 99: East Asia Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 100: East Asia Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 101: East Asia Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 102: East Asia Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 103: East Asia Cognitive Systems Spending Market Share and BPS Analysis by Country- 2020 & 2030 Figure 104: East Asia Cognitive Systems Spending Market Y-o-Y Growth by Country, 2020-2030 Figure 105: East Asia Cognitive Systems Spending Market: Market Attractiveness by Country Figure 106: China Cognitive Systems Spending Market Absolute $ Opportunity Figure 107: Japan Cognitive Systems Spending Market Absolute $ Opportunity Figure 108: South Korea Cognitive Systems Spending Market Absolute $ Opportunity Figure 109: South Asia & Pacific Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 110: South Asia & Pacific Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 111: South Asia & Pacific Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 112: South Asia & Pacific Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 113: South Asia & Pacific Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 114: South Asia & Pacific Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 115: South Asia & Pacific Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 116: South Asia & Pacific Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 117: South Asia & Pacific Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 118: South Asia & Pacific Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 119 South Asia & Pacific Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 120: South Asia & Pacific Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 121: South Asia & Pacific Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 122 South Asia & Pacific Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 123: South Asia & Pacific Cognitive Systems Spending Market Share and BPS Analysis by Country- 2020 & 2030 Figure 124: South Asia & Pacific Cognitive Systems Spending Market Y-o-Y Growth by Country, 2020-2030 Figure 125: South Asia & Pacific Cognitive Systems Spending Market: Market Attractiveness by Country Figure 126: India Cognitive Systems Spending Market Absolute $ Opportunity Figure 127: ASEAN Cognitive Systems Spending Market Absolute $ Opportunity Figure 128: Australia & New Zealand Cognitive Systems Spending Market Absolute $ Opportunity Figure 129: Middle East & Africa Cognitive Systems Spending Market Value (US$ Mn), 2015-2019 Figure 130: Middle East & Africa Cognitive Systems Spending Market Value (US$ Mn) Forecast, 2020-2030 Figure 131: Middle East & Africa Cognitive Systems Spending Market Share and BPS Analysis by Product Type- 2020 & 2030 Figure 132: Middle East & Africa Cognitive Systems Spending Market Y-o-Y Growth by Product Type, 2020-2030 Figure 133: Middle East & Africa Cognitive Systems Spending Market: Market Attractiveness by Product Type Figure 134: Middle East & Africa Cognitive Systems Spending Market Share and BPS Analysis by Deployment Type- 2020 & 2030 Figure 135: Middle East & Africa Cognitive Systems Spending Market Y-o-Y Growth by Deployment Type, 2020-2030 Figure 136: Middle East & Africa Cognitive Systems Spending Market: Market Attractiveness by Deployment Type Figure 137: Middle East & Africa Cognitive Systems Spending Market Share and BPS Analysis by Technology Type- 2020 & 2030 Figure 138: Middle East & Africa Cognitive Systems Spending Market Y-o-Y Growth by Technology Type, 2020-2030 Figure 139: Middle East & Africa Cognitive Systems Spending Market: Market Attractiveness by Technology Type Figure 140: Middle East & Africa Cognitive Systems Spending Market Share and BPS Analysis by Verticals- 2020 & 2030 Figure 141: Middle East & Africa Cognitive Systems Spending Market Y-o-Y Growth by Verticals, 2020-2030 Figure 142: Middle East & Africa Cognitive Systems Spending Market: Market Attractiveness by Verticals Figure 143: Middle East & Africa Cognitive Systems Spending Market Share and BPS Analysis by Country- 2020 & 2030 Figure 144: Middle East & Africa Cognitive Systems Spending Market Y-o-Y Growth by Country, 2020-2030 Figure 145: Middle East & Africa Cognitive Systems Spending Market: Market Attractiveness by Country Figure 146: GCC Countries Cognitive Systems Spending Market Absolute $ Opportunity Figure 147: Turkey Cognitive Systems Spending Market Absolute $ Opportunity Figure 148: South Africa Cognitive Systems Spending Market Absolute $ Opportunity
Table 01: Global Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 02: Global Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 03: Global Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 04: Global Cognitive Systems Spending Market Value (US$ Mn) Analysis by Verticals, 2015-2030 Table 05: Global Cognitive Systems Spending Market Value (US$ Mn) Analysis by Region, 2015-2030 Table 06: North America Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 07: North America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 08: North America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 09: North America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Verticals, 2015-2030 Table 10: North America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Country, 2015-2030 Table 11: Latin America Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 12: Latin America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 13: Latin America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 14: Latin America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 15: Latin America Cognitive Systems Spending Market Value (US$ Mn) Analysis by Country, 2015-2030 Table 16: Europe Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 17: Europe Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 18: Europe Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 19: Europe Cognitive Systems Spending Market Value (US$ Mn) Analysis by Verticals, 2015-2030 Table 20: Europe Cognitive Systems Spending Market Value (US$ Mn) Analysis by Country, 2015-2030 Table 21: East Asia Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 22: East Asia Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 23: East Asia Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 24: East Asia Cognitive Systems Spending Market Value (US$ Mn) Analysis by Verticals, 2015-2030 Table 25: East Asia Cognitive Systems Spending Market Value (US$ Mn) Analysis by Country, 2015-2030 Table 26: South Asia & Pacific Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 27: South Asia & Pacific Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 28: South Asia & Pacific Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 29: South Asia & Pacific Cognitive Systems Spending Market Value (US$ Mn) Analysis by Verticals, 2015-2030 Table 30: South Asia & Pacific Cognitive Systems Spending Market Value (US$ Mn) Analysis by Country, 2015-2030 Table 31: Middle East & Africa Cognitive Systems Spending Market Size (US$ Mn) Analysis by Product Type, 2015-2030 Table 32: Middle East & Africa Cognitive Systems Spending Market Value (US$ Mn) Analysis by Deployment Type, 2015-2030 Table 33: Middle East & Africa Cognitive Systems Spending Market Value (US$ Mn) Analysis by Technology Type, 2015-2030 Table 34: Middle East & Africa Cognitive Systems Spending Market Value (US$ Mn) Analysis by Verticals, 2015-2030 Table 35: Middle East & Africa Cognitive Systems Spending Market Value (US$ Mn) Analysis by Country, 2015-2030
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