The global artificial intelligence systems spending market is estimated to be valued at US$ 11.7 Bn in the year 2017 and is slated to touch a value of US$ 516.2 Bn by the end of the year 2027, exhibiting a CAGR of 46.1% over the period of assessment (2017-2027).
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Amongst all technologies, deep learning accounts for a 50.8% value share in the global artificial intelligence systems spending market by 2027 end, followed by machine learning with a 24.8% value share. Deep Learning is expected to show a higher incremental value during the forecast period as compared to other technologies.
Deep Learning segment is projected to exhibit a CAGR of 49.3% over the forecast period. Natural language processing segment is expected to account for an 11.3% value share by 2027 end and will register a CAGR of 42.9% over the forecast period.
The next generation cloud computing model built around the AI capabilities should be able to run deep learning or AI applications. The potential for cloud computing is to lower computing costs and increase business flexibility. AI uses large volume of data stored and can be utilized for cloud robotics, automation, intelligent actions and machine learning.
Artificial Intelligence with cloud computing add advancements using new use cases to improvise the systems developed so far. The current AI cloud landscape is categorized into two groups-AI cloud services and cloud machine learning platforms. AI Cloud Services include technologies such as Microsoft Cognitive Services, IBM Watson etc.
The convergence of AI and big data is an important development that is shaping the future of companies deriving business value from data and analytics capabilities. Lack of data availability, limited sample size and inability to analyze massive amount of data in milliseconds limit the scope of AI and machine learning. The availability to access greater volumes and sources of data with agility and ready access has enabled the capabilities of AI and machine learning.
Big data provides fascinating possibility for the technology by analyzing the data in real time. MetLife, one of the largest global providers of insurance, employee benefit and annuities programs, has also adopted AI technology with big data.
Major companies are focusing on high investment on hiring artificial intelligence engineers due to its rapid growth across the globe. Artificial intelligence is majorly used to transform the enterprise businesses and reduce the reaction time.
Various companies such as IBM Corp, Salesforce.com Inc., Google Inc., Facebook Inc. and many other companies are paying high salary to retain their highly skilled employees. Hence, the one of major restraining factor of artificial intelligence is high investment on a highly skilled workforce.
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Artificial intelligence is changing the way e-commerce retailers store and operate as it delivers a modern way of analyzing big data, helping e-commerce retailers to get involved with their customers in a deeper level and provide excellent customer experience. AI helps to deliver the messages to the right customers at the right time, which helps to increase the overall revenue. For Instance, IBM Watson artificial intelligence system provides e-commerce solutions in the marketplace.
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The global artificial intelligence systems spending market is expected to secure a market value worth US$ 3421 Billion by 2032
The global artificial intelligence systems spending market is anticipated to display a CAGR of 46% during the forecast period
The known players in the global artificial intelligence systems spending market include Google LLC, Microsoft Corporation, and Apple Inc., among others.
1. Executive Summary 1.1. Market Overview 1.2. Market Analysis 1.3. Wheel of Fortune 2. Market Introduction 2.1. Market Definition 2.2. Market Taxonomy 3. Global AI Systems Spending Market Analysis(2012-2016) and Forecast(2017-2027) 3.1. Market Size(US$ Mn) and Forecast 4. Market Dynamics 4.1. Macro-Economic Factors 4.2. Drivers 4.2.1. Supply Side 4.2.2. Demand Side 4.3. Restraints 4.4. Trends 4.5. Forecast Factors- Relevance and Impact 5. Global AI Systems Spending Analysis(2012-2016) and Forecast(2017-2027), By Industry Type 5.1. Introduction 5.2. Basis Point Share Analysis By Industry Type 5.3. Y-O-Y Growth Projections By Industry Type 5.4. Market Value Forecast (US$ Mn) By Industry Type, 2012-2027 5.4.1. BFSI 5.4.2. Discrete & Process Manufacturing 5.4.3. Healthcare 5.4.4. Retail 5.4.5. Wholesale 5.4.6. Professional & Consumer Services 5.4.7. Transportation 5.4.8. Media & Entertainment 5.4.9. Telecommunications & Utilities 5.4.10. Government 5.4.11. Education 5.4.12. Others(Construction, Resource Industries) 5.5. Prominent Trends 5.6. Market Attractiveness Analysis By Industry Type 6. Global AI Systems Spending Analysis(2012-2016) and Forecast(2017-2027), By Technology 6.1. Introduction 6.2. Basis Point Share Analysis By Technology 6.3. Y-O-Y Growth Projections By Technology 6.4. Market Value Forecast( US$ Mn)By Technology, 2012-2027 6.4.1. Deep Learning 6.4.2. Machine Learning 6.4.3. Natural Language Processing 6.4.4. Machine Vision 6.4.5. Artificial General Intelligence(AGI) 6.4.6. Artificial Super Intelligence(ASI) 6.5. Prominent Trends 6.6. Market Attractiveness Analysis By Technology Type 7. Global AI Systems Spending Analysis(2012-2016) and Forecast(2017-2027), By Market Type 7.1. Introduction 7.2. Basis Point Share Analysis By Market Type 7.3. Y-O-Y Growth Projections By Market Type 7.4. Market Value Forecast( US$ Mn)By Market Type, 2012-2027 7.4.1. Hardware 7.4.2. Software 7.4.3. Services 7.5. Prominent Trends 7.6. Market Attractiveness Analysis By Market Type 8. Global AI Systems Spending Analysis & Forecast, By Region 8.1. Basis Point Share Analysis, By Country 8.2. Y-o-Y Growth Projections, By Country 8.3. Market Value Forecast(US$ Mn), By Region 8.3.1. North America 8.3.2. Latin America 8.3.3. Western Europe 8.3.4. Eastern Europe 8.3.5. Asia Pacific Excluding Japan 8.3.6. Japan 8.3.7. MEA 8.4. Market Attractiveness Analysis By Country 9. North America AI Systems Spending Analysis & Forecast 9.1. Introduction 9.2. Historical Market Size (US$ Mn) Analysis, 2012-2016, By Country 9.2.1. U.S. 9.2.2. Canada 9.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Country 9.3.1. U.S. 9.3.2. Canada 9.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 9.4.1. BFSI 9.4.2. Discrete & Process Manufacturing 9.4.3. Healthcare 9.4.4. Retail 9.4.5. Wholesale 9.4.6. Professional & Consumer Services 9.4.7. Transportation 9.4.8. Media & Entertainment 9.4.9. Telecommunications & Utilities 9.4.10. Government 9.4.11. Education 9.4.12. Others(Construction, Resource Industries) 9.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 9.5.1. BFSI 9.5.2. Discrete & Process Manufacturing 9.5.3. Healthcare 9.5.4. Retail 9.5.5. Wholesale 9.5.6. Professional & Consumer Services 9.5.7. Transportation 9.5.8. Media & Entertainment 9.5.9. Telecommunications & Utilities 9.5.10. Government 9.5.11. Education 9.5.12. Others(Construction, Resource Industries) 9.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 9.6.1. Deep Learning 9.6.2. Machine Learning 9.6.3. Natural Language Processing 9.6.4. Machine Vision 9.6.5. Artificial General Intelligence(AGI) 9.6.6. Artificial Super Intelligence(ASI) 9.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 9.7.1. Deep Learning 9.7.2. Machine Learning 9.7.3. Natural Language Processing 9.7.4. Machine Vision 9.7.5. Artificial General Intelligence(AGI) 9.7.6. Artificial Super Intelligence(ASI) 9.8. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 9.8.1. Hardware 9.8.2. Software 9.8.3. Services 9.9. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 9.9.1. Hardware 9.9.2. Software 9.9.3. Services 9.10. Market Attractiveness Analysis 9.10.1. By Industry Type 9.10.2. By Technology 9.10.3. By Market Type 9.10.4. By Country 9.11. Drivers & Restraints – Impact Analysis 9.12. Competitor Market Presence (Intensity Map) 10. Latin America AI Systems Spending Analysis & Forecast 10.1. Introduction 10.2. Historical Market Size (US$ Mn) Analysis, 2012-2016, By Country 10.2.1. Brazil 10.2.2. Mexico 10.2.3. Argentina 10.2.4. Rest of Latin America 10.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Country 10.3.1. Brazil 10.3.2. Mexico 10.3.3. Argentina 10.3.4. Rest of Latin America 10.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 10.4.1. BFSI 10.4.2. Discrete & Process Manufacturing 10.4.3. Healthcare 10.4.4. Retail 10.4.5. Wholesale 10.4.6. Professional & Consumer Services 10.4.7. Transportation 10.4.8. Media & Entertainment 10.4.9. Telecommunications & Utilities 10.4.10. Government 10.4.11. Education 10.4.12. Others(Construction, Resource Industries) 10.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 10.5.1. BFSI 10.5.2. Discrete & Process Manufacturing 10.5.3. Healthcare 10.5.4. Retail 10.5.5. Wholesale 10.5.6. Professional & Consumer Services 10.5.7. Transportation 10.5.8. Media & Entertainment 10.5.9. Telecommunications & Utilities 10.5.10. Government 10.5.11. Education 10.5.12. Others(Construction, Resource Industries) 10.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 10.6.1. Deep Learning 10.6.2. Machine Learning 10.6.3. Natural Language Processing 10.6.4. Machine Vision 10.6.5. Artificial General Intelligence(AGI) 10.6.6. Artificial Super Intelligence(ASI) 10.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 10.7.1. Deep Learning 10.7.2. Machine Learning 10.7.3. Natural Language Processing 10.7.4. Machine Vision 10.7.5. Artificial General Intelligence(AGI) 10.7.6. Artificial Super Intelligence(ASI) 10.8. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 10.8.1. Hardware 10.8.2. Software 10.8.3. Services 10.9. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 10.9.1. Hardware 10.9.2. Software 10.9.3. Services 10.10. Market Attractiveness Analysis 10.10.1. By Industry Type 10.10.2. By Technology 10.10.3. By Market Type 10.10.4. By Country 10.11. Drivers & Restraints – Impact Analysis 10.12. Competitor Market Presence (Intensity Map) 11. Western Europe AI Systems Spending Analysis & Forecast 11.1. Introduction 11.2. Historical Market Size (US$ Mn) Analysis, 2012-2016, By Country 11.2.1. Germany 11.2.2. UK 11.2.3. France 11.2.4. Spain 11.2.5. Nordic 11.2.6. BENELUX 11.2.7. Italy 11.2.8. Rest of Western Europe 11.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Country 11.3.1. Germany 11.3.2. UK 11.3.3. France 11.3.4. Spain 11.3.5. Nordic 11.3.6. BENELUX 11.3.7. Italy 11.3.8. Rest of Western Europe 11.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 11.4.1. BFSI 11.4.2. Discrete & Process Manufacturing 11.4.3. Healthcare 11.4.4. Retail 11.4.5. Wholesale 11.4.6. Professional & Consumer Services 11.4.7. Transportation 11.4.8. Media & Entertainment 11.4.9. Telecommunications & Utilities 11.4.10. Government 11.4.11. Education 11.4.12. Others(Construction, Resource Industries) 11.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 11.5.1. BFSI 11.5.2. Discrete & Process Manufacturing 11.5.3. Healthcare 11.5.4. Retail 11.5.5. Wholesale 11.5.6. Professional & Consumer Services 11.5.7. Transportation 11.5.8. Media & Entertainment 11.5.9. Telecommunications & Utilities 11.5.10. Government 11.5.11. Education 11.5.12. Others(Construction, Resource Industries) 11.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 11.6.1. Deep Learning 11.6.2. Machine Learning 11.6.3. Natural Language Processing 11.6.4. Machine Vision 11.6.5. Artificial General Intelligence(AGI) 11.6.6. Artificial Super Intelligence(ASI) 11.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 11.7.1. Deep Learning 11.7.2. Machine Learning 11.7.3. Natural Language Processing 11.7.4. Machine Vision 11.7.5. Artificial General Intelligence(AGI) 11.7.6. Artificial Super Intelligence(ASI) 11.8. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 11.8.1. Hardware 11.8.2. Software 11.8.3. Services 11.9. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 11.9.1. Hardware 11.9.2. Software 11.9.3. Services 11.10. Market Attractiveness Analysis 11.10.1. By Industry Type 11.10.2. By Technology 11.10.3. By Market Type 11.10.4. By Country 11.11. Drivers & Restraints – Impact Analysis 11.12. Competitor Market Presence (Intensity Map) 12. Eastern Europe AI Systems Spending Analysis & Forecast 12.1. Introduction 12.2. Historical Market Size (US$ Mn) Analysis, 2012-2016, By Country 12.2.1. Russia 12.2.2. Poland 12.2.3. Rest of Eastern Europe 12.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Country 12.3.1. Russia 12.3.2. Poland 12.3.3. Rest of Eastern Europe 12.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 12.4.1. BFSI 12.4.2. Discrete & Process Manufacturing 12.4.3. Healthcare 12.4.4. Retail 12.4.5. Wholesale 12.4.6. Professional & Consumer Services 12.4.7. Transportation 12.4.8. Media & Entertainment 12.4.9. Telecommunications & Utilities 12.4.10. Government 12.4.11. Education 12.4.12. Others(Construction, Resource Industries) 12.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 12.5.1. BFSI 12.5.2. Discrete & Process Manufacturing 12.5.3. Healthcare 12.5.4. Retail 12.5.5. Wholesale 12.5.6. Professional & Consumer Services 12.5.7. Transportation 12.5.8. Media & Entertainment 12.5.9. Telecommunications & Utilities 12.5.10. Government 12.5.11. Education 12.5.12. Others(Construction, Resource Industries) 12.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 12.6.1. Deep Learning 12.6.2. Machine Learning 12.6.3. Natural Language Processing 12.6.4. Machine Vision 12.6.5. Artificial General Intelligence(AGI) 12.6.6. Artificial Super Intelligence(ASI) 12.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 12.7.1. Deep Learning 12.7.2. Machine Learning 12.7.3. Natural Language Processing 12.7.4. Machine Vision 12.7.5. Artificial General Intelligence(AGI) 12.7.6. Artificial Super Intelligence(ASI) 12.8. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 12.8.1. Hardware 12.8.2. Software 12.8.3. Services 12.9. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 12.9.1. Hardware 12.9.2. Software 12.9.3. Services 12.10. Market Attractiveness Analysis 12.10.1. By Industry Type 12.10.2. By Technology 12.10.3. By Market Type 12.10.4. By Country 12.11. Drivers & Restraints – Impact Analysis 12.12. Competitor Market Presence (Intensity Map) 13. APEJ AI Systems Spending Analysis & Forecast 13.1. Introduction 13.2. Historical Market Size (US$ Mn) Analysis, 2012-2016, By Country 13.2.1. China 13.2.2. ASEAN 13.2.3. India 13.2.4. New Zealand & Australia 13.2.5. Rest of APEJ 13.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Country 13.3.1. China 13.3.2. ASEAN 13.3.3. India 13.3.4. New Zealand & Australia 13.3.5. Rest of APEJ 13.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 13.4.1. BFSI 13.4.2. Discrete & Process Manufacturing 13.4.3. Healthcare 13.4.4. Retail 13.4.5. Wholesale 13.4.6. Professional & Consumer Services 13.4.7. Transportation 13.4.8. Media & Entertainment 13.4.9. Telecommunications & Utilities 13.4.10. Government 13.4.11. Education 13.4.12. Others(Construction, Resource Industries) 13.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 13.5.1. BFSI 13.5.2. Discrete & Process Manufacturing 13.5.3. Healthcare 13.5.4. Retail 13.5.5. Wholesale 13.5.6. Professional & Consumer Services 13.5.7. Transportation 13.5.8. Media & Entertainment 13.5.9. Telecommunications & Utilities 13.5.10. Government 13.5.11. Education 13.5.12. Others(Construction, Resource Industries) 13.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 13.6.1. Deep Learning 13.6.2. Machine Learning 13.6.3. Natural Language Processing 13.6.4. Machine Vision 13.6.5. Artificial General Intelligence(AGI) 13.6.6. Artificial Super Intelligence(ASI) 13.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 13.7.1. Deep Learning 13.7.2. Machine Learning 13.7.3. Natural Language Processing 13.7.4. Machine Vision 13.7.5. Artificial General Intelligence(AGI) 13.7.6. Artificial Super Intelligence(ASI) 13.8. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 13.8.1. Hardware 13.8.2. Software 13.8.3. Services 13.9. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 13.9.1. Hardware 13.9.2. Software 13.9.3. Services 13.10. Market Attractiveness Analysis 13.10.1. By Industry Type 13.10.2. By Technology 13.10.3. By Market Type 13.10.4. By Country 13.11. Drivers & Restraints – Impact Analysis 13.12. Competitor Market Presence (Intensity Map) 14. Japan AI Systems Spending Analysis & Forecast 14.1. Introduction 14.2. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 14.2.1. BFSI 14.2.2. Discrete & Process Manufacturing 14.2.3. Healthcare 14.2.4. Retail 14.2.5. Wholesale 14.2.6. Professional & Consumer Services 14.2.7. Transportation 14.2.8. Media & Entertainment 14.2.9. Telecommunications & Utilities 14.2.10. Government 14.2.11. Education 14.2.12. Others(Construction, Resource Industries) 14.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 14.3.1. BFSI 14.3.2. Discrete & Process Manufacturing 14.3.3. Healthcare 14.3.4. Retail 14.3.5. Wholesale 14.3.6. Professional & Consumer Services 14.3.7. Transportation 14.3.8. Media & Entertainment 14.3.9. Telecommunications & Utilities 14.3.10. Government 14.3.11. Education 14.3.12. Others(Construction, Resource Industries) 14.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 14.4.1. Deep Learning 14.4.2. Machine Learning 14.4.3. Natural Language Processing 14.4.4. Machine Vision 14.4.5. Artificial General Intelligence(AGI) 14.4.6. Artificial Super Intelligence(ASI) 14.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 14.5.1. Deep Learning 14.5.2. Machine Learning 14.5.3. Natural Language Processing 14.5.4. Machine Vision 14.5.5. Artificial General Intelligence(AGI) 14.5.6. Artificial Super Intelligence(ASI) 14.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 14.6.1. Hardware 14.6.2. Software 14.6.3. Services 14.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 14.7.1. Hardware 14.7.2. Software 14.7.3. Services 14.8. Market Attractiveness Analysis 14.8.1. By Industry Type 14.8.2. By Technology 14.8.3. By Market Type 14.9. Drivers & Restraints – Impact Analysis 14.10. Competitor Market Presence (Intensity Map) 15. MEA AI Systems Spending Analysis & Forecast 15.1. Introduction 15.2. Historical Market Size (US$ Mn) Analysis, 2012-2016, By Country 15.2.1. GCC 15.2.2. Turkey 15.2.3. South Africa 15.2.4. North Africa 15.2.5. Rest of MEA 15.3. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Country 15.3.1. GCC 15.3.2. Turkey 15.3.3. South Africa 15.3.4. North Africa 15.3.5. Rest of MEA 15.4. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Industry Type 15.4.1. BFSI 15.4.2. Discrete & Process Manufacturing 15.4.3. Healthcare 15.4.4. Retail 15.4.5. Wholesale 15.4.6. Professional & Consumer Services 15.4.7. Transportation 15.4.8. Media & Entertainment 15.4.9. Telecommunications & Utilities 15.4.10. Government 15.4.11. Education 15.4.12. Others(Construction, Resource Industries) 15.5. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Industry Type 15.5.1. BFSI 15.5.2. Discrete & Process Manufacturing 15.5.3. Healthcare 15.5.4. Retail 15.5.5. Wholesale 15.5.6. Professional & Consumer Services 15.5.7. Transportation 15.5.8. Media & Entertainment 15.5.9. Telecommunications & Utilities 15.5.10. Government 15.5.11. Education 15.5.12. Others(Construction, Resource Industries) 15.6. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Technology 15.6.1. Deep Learning 15.6.2. Machine Learning 15.6.3. Natural Language Processing 15.6.4. Machine Vision 15.6.5. Artificial General Intelligence(AGI) 15.6.6. Artificial Super Intelligence(ASI) 15.7. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Technology 15.7.1. Deep Learning 15.7.2. Machine Learning 15.7.3. Natural Language Processing 15.7.4. Machine Vision 15.7.5. Artificial General Intelligence(AGI) 15.7.6. Artificial Super Intelligence(ASI) 15.8. Historical Market Size (US$ Mn) Analysis ,2012-2016, By Market Type 15.8.1. Hardware 15.8.2. Software 15.8.3. Services 15.9. Current Market Size (US$ Mn) Analysis and Forecast 2017-2027, By Market Type 15.9.1. Hardware 15.9.2. Software 15.9.3. Services 15.10. Market Attractiveness Analysis 15.10.1. By Industry Type 15.10.2. By Technology 15.10.3. By Market Type 15.10.4. By Country 15.11. Drivers & Restraints – Impact Analysis 15.12. Competitor Market Presence (Intensity Map) 16. Competition Landscape 16.1. Market Structure 16.2. Market Share Analysis 16.3. Competition Intensity Mapping by Market Taxonomy 16.4. Competition Dashboard 16.5. Company Profiles (Details – Overview, Financials, Strategy, Recent Developments) 16.5.1. Google Inc. 16.5.2. Microsoft Corporation 16.5.3. Facebook, Inc. 16.5.4. IBM Corporation 16.5.5. Apple Inc. 16.5.6. Amazon.com Inc. 16.5.7. Intel Corporation 16.5.8. Infosys Limited 16.5.9. Wipro Ltd 16.5.10. Salesforce.com Inc 16.5.11. IPsoft Inc. 16.5.12. Anki, Inc 16.5.13. Cognitive Scale Inc. 16.5.14. Ayasdi, Inc. 16.5.15. Appier Inc. 16.5.16. OpenText Corp 16.5.17. Nuance Communication 16.5.18. Digital Reasoning Systems, Inc. 16.5.19. AIBrain, Inc 16.5.20. Palantir Technologies Inc. 17. Acronyms and Assumptions Used 18. Research Methodology
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