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.
Principal Consultant
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.
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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Artificial Intelligence Systems Spending Market
