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Covid-19 Impact on Global Natural Language Understanding (NLU) Market Size, Status and Forecast 2020-2026

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Date: 12-May-2020
No. of pages: 98
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Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Natural Language Understanding (NLU) market in 2020.

COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.

The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.

This report also analyses the impact of Coronavirus COVID-19 on the Natural Language Understanding (NLU) industry.

Based on our recent survey, we have several different scenarios about the Natural Language Understanding (NLU) YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Natural Language Understanding (NLU) will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.

With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Natural Language Understanding (NLU) market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Natural Language Understanding (NLU) market in terms of revenue.

Players, stakeholders, and other participants in the global Natural Language Understanding (NLU) market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.

Regional and Country-level Analysis

The report offers an exhaustive geographical analysis of the global Natural Language Understanding (NLU) market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.

The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.

Competition Analysis

In the competitive analysis section of the report, leading as well as prominent players of the global Natural Language Understanding (NLU) market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.

On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Natural Language Understanding (NLU) market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Natural Language Understanding (NLU) market.

The following players are covered in this report:

- IBM Watson

- Nuance Communications

- Amazon AWS

- Microsoft

- SAS

- Idiap

- The Aspect NLU Lab

- ...

Natural Language Understanding (NLU) Breakdown Data by Type

- Machine Translation

- Voice-First Technologies

- Chatbots

- Conversational Search

Natural Language Understanding (NLU) Breakdown Data by Application

- Manufacturing

- Healthcare

- Other

Covid-19 Impact on Global Natural Language Understanding (NLU) Market Size, Status and Forecast 2020-2026

Table of Contents
1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Natural Language Understanding (NLU) Revenue
1.4 Market Analysis by Type
1.4.1 Global Natural Language Understanding (NLU) Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Machine Translation
1.4.3 Voice-First Technologies
1.4.4 Chatbots
1.4.5 Conversational Search
1.5 Market by Application
1.5.1 Global Natural Language Understanding (NLU) Market Share by Application: 2020 VS 2026
1.5.2 Manufacturing
1.5.3 Healthcare
1.5.4 Other
1.6 Coronavirus Disease 2019 (Covid-19): Natural Language Understanding (NLU) Industry Impact
1.6.1 How the Covid-19 is Affecting the Natural Language Understanding (NLU) Industry
1.6.1.1 Natural Language Understanding (NLU) Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19's Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Natural Language Understanding (NLU) Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Natural Language Understanding (NLU) Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 Global Growth Trends by Regions
2.1 Natural Language Understanding (NLU) Market Perspective (2015-2026)
2.2 Natural Language Understanding (NLU) Growth Trends by Regions
2.2.1 Natural Language Understanding (NLU) Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Natural Language Understanding (NLU) Historic Market Share by Regions (2015-2020)
2.2.3 Natural Language Understanding (NLU) Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter's Five Forces Analysis
2.3.5 Natural Language Understanding (NLU) Market Growth Strategy
2.3.6 Primary Interviews with Key Natural Language Understanding (NLU) Players (Opinion Leaders)
3 Competition Landscape by Key Players
3.1 Global Top Natural Language Understanding (NLU) Players by Market Size
3.1.1 Global Top Natural Language Understanding (NLU) Players by Revenue (2015-2020)
3.1.2 Global Natural Language Understanding (NLU) Revenue Market Share by Players (2015-2020)
3.1.3 Global Natural Language Understanding (NLU) Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Natural Language Understanding (NLU) Market Concentration Ratio
3.2.1 Global Natural Language Understanding (NLU) Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Natural Language Understanding (NLU) Revenue in 2019
3.3 Natural Language Understanding (NLU) Key Players Head office and Area Served
3.4 Key Players Natural Language Understanding (NLU) Product Solution and Service
3.5 Date of Enter into Natural Language Understanding (NLU) Market
3.6 Mergers & Acquisitions, Expansion Plans
4 Breakdown Data by Type (2015-2026)
4.1 Global Natural Language Understanding (NLU) Historic Market Size by Type (2015-2020)
4.2 Global Natural Language Understanding (NLU) Forecasted Market Size by Type (2021-2026)
5 Natural Language Understanding (NLU) Breakdown Data by Application (2015-2026)
5.1 Global Natural Language Understanding (NLU) Market Size by Application (2015-2020)
5.2 Global Natural Language Understanding (NLU) Forecasted Market Size by Application (2021-2026)
6 North America
6.1 North America Natural Language Understanding (NLU) Market Size (2015-2020)
6.2 Natural Language Understanding (NLU) Key Players in North America (2019-2020)
6.3 North America Natural Language Understanding (NLU) Market Size by Type (2015-2020)
6.4 North America Natural Language Understanding (NLU) Market Size by Application (2015-2020)
7 Europe
7.1 Europe Natural Language Understanding (NLU) Market Size (2015-2020)
7.2 Natural Language Understanding (NLU) Key Players in Europe (2019-2020)
7.3 Europe Natural Language Understanding (NLU) Market Size by Type (2015-2020)
7.4 Europe Natural Language Understanding (NLU) Market Size by Application (2015-2020)
8 China
8.1 China Natural Language Understanding (NLU) Market Size (2015-2020)
8.2 Natural Language Understanding (NLU) Key Players in China (2019-2020)
8.3 China Natural Language Understanding (NLU) Market Size by Type (2015-2020)
8.4 China Natural Language Understanding (NLU) Market Size by Application (2015-2020)
9 Japan
9.1 Japan Natural Language Understanding (NLU) Market Size (2015-2020)
9.2 Natural Language Understanding (NLU) Key Players in Japan (2019-2020)
9.3 Japan Natural Language Understanding (NLU) Market Size by Type (2015-2020)
9.4 Japan Natural Language Understanding (NLU) Market Size by Application (2015-2020)
10 Southeast Asia
10.1 Southeast Asia Natural Language Understanding (NLU) Market Size (2015-2020)
10.2 Natural Language Understanding (NLU) Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Natural Language Understanding (NLU) Market Size by Type (2015-2020)
10.4 Southeast Asia Natural Language Understanding (NLU) Market Size by Application (2015-2020)
11 India
11.1 India Natural Language Understanding (NLU) Market Size (2015-2020)
11.2 Natural Language Understanding (NLU) Key Players in India (2019-2020)
11.3 India Natural Language Understanding (NLU) Market Size by Type (2015-2020)
11.4 India Natural Language Understanding (NLU) Market Size by Application (2015-2020)
12 Central & South America
12.1 Central & South America Natural Language Understanding (NLU) Market Size (2015-2020)
12.2 Natural Language Understanding (NLU) Key Players in Central & South America (2019-2020)
12.3 Central & South America Natural Language Understanding (NLU) Market Size by Type (2015-2020)
12.4 Central & South America Natural Language Understanding (NLU) Market Size by Application (2015-2020)
13 Key Players Profiles
13.1 IBM Watson
13.1.1 IBM Watson Company Details
13.1.2 IBM Watson Business Overview and Its Total Revenue
13.1.3 IBM Watson Natural Language Understanding (NLU) Introduction
13.1.4 IBM Watson Revenue in Natural Language Understanding (NLU) Business (2015-2020))
13.1.5 IBM Watson Recent Development
13.2 Nuance Communications
13.2.1 Nuance Communications Company Details
13.2.2 Nuance Communications Business Overview and Its Total Revenue
13.2.3 Nuance Communications Natural Language Understanding (NLU) Introduction
13.2.4 Nuance Communications Revenue in Natural Language Understanding (NLU) Business (2015-2020)
13.2.5 Nuance Communications Recent Development
13.3 Amazon AWS
13.3.1 Amazon AWS Company Details
13.3.2 Amazon AWS Business Overview and Its Total Revenue
13.3.3 Amazon AWS Natural Language Understanding (NLU) Introduction
13.3.4 Amazon AWS Revenue in Natural Language Understanding (NLU) Business (2015-2020)
13.3.5 Amazon AWS Recent Development
13.4 Microsoft
13.4.1 Microsoft Company Details
13.4.2 Microsoft Business Overview and Its Total Revenue
13.4.3 Microsoft Natural Language Understanding (NLU) Introduction
13.4.4 Microsoft Revenue in Natural Language Understanding (NLU) Business (2015-2020)
13.4.5 Microsoft Recent Development
13.5 SAS
13.5.1 SAS Company Details
13.5.2 SAS Business Overview and Its Total Revenue
13.5.3 SAS Natural Language Understanding (NLU) Introduction
13.5.4 SAS Revenue in Natural Language Understanding (NLU) Business (2015-2020)
13.5.5 SAS Recent Development
13.6 Idiap
13.6.1 Idiap Company Details
13.6.2 Idiap Business Overview and Its Total Revenue
13.6.3 Idiap Natural Language Understanding (NLU) Introduction
13.6.4 Idiap Revenue in Natural Language Understanding (NLU) Business (2015-2020)
13.6.5 Idiap Recent Development
13.7 The Aspect NLU Lab
13.7.1 The Aspect NLU Lab Company Details
13.7.2 The Aspect NLU Lab Business Overview and Its Total Revenue
13.7.3 The Aspect NLU Lab Natural Language Understanding (NLU) Introduction
13.7.4 The Aspect NLU Lab Revenue in Natural Language Understanding (NLU) Business (2015-2020)
13.7.5 The Aspect NLU Lab Recent Development
14 Analyst's Viewpoints/Conclusions
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
List of Tables
Table 1. Natural Language Understanding (NLU) Key Market Segments
Table 2. Key Players Covered: Ranking by Natural Language Understanding (NLU) Revenue
Table 3. Ranking of Global Top Natural Language Understanding (NLU) Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Natural Language Understanding (NLU) Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Machine Translation
Table 6. Key Players of Voice-First Technologies
Table 7. Key Players of Chatbots
Table 8. Key Players of Conversational Search
Table 9. COVID-19 Impact Global Market: (Four Natural Language Understanding (NLU) Market Size Forecast Scenarios)
Table 10. Opportunities and Trends for Natural Language Understanding (NLU) Players in the COVID-19 Landscape
Table 11. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 12. Key Regions/Countries Measures against Covid-19 Impact
Table 13. Proposal for Natural Language Understanding (NLU) Players to Combat Covid-19 Impact
Table 14. Global Natural Language Understanding (NLU) Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 15. Global Natural Language Understanding (NLU) Market Size by Regions (US$ Million): 2020 VS 2026
Table 16. Global Natural Language Understanding (NLU) Market Size by Regions (2015-2020) (US$ Million)
Table 17. Global Natural Language Understanding (NLU) Market Share by Regions (2015-2020)
Table 18. Global Natural Language Understanding (NLU) Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 19. Global Natural Language Understanding (NLU) Market Share by Regions (2021-2026)
Table 20. Market Top Trends
Table 21. Key Drivers: Impact Analysis
Table 22. Key Challenges
Table 23. Natural Language Understanding (NLU) Market Growth Strategy
Table 24. Main Points Interviewed from Key Natural Language Understanding (NLU) Players
Table 25. Global Natural Language Understanding (NLU) Revenue by Players (2015-2020) (Million US$)
Table 26. Global Natural Language Understanding (NLU) Market Share by Players (2015-2020)
Table 27. Global Top Natural Language Understanding (NLU) Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Natural Language Understanding (NLU) as of 2019)
Table 28. Global Natural Language Understanding (NLU) by Players Market Concentration Ratio (CR5 and HHI)
Table 29. Key Players Headquarters and Area Served
Table 30. Key Players Natural Language Understanding (NLU) Product Solution and Service
Table 31. Date of Enter into Natural Language Understanding (NLU) Market
Table 32. Mergers & Acquisitions, Expansion Plans
Table 33. Global Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 34. Global Natural Language Understanding (NLU) Market Size Share by Type (2015-2020)
Table 35. Global Natural Language Understanding (NLU) Revenue Market Share by Type (2021-2026)
Table 36. Global Natural Language Understanding (NLU) Market Size Share by Application (2015-2020)
Table 37. Global Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 38. Global Natural Language Understanding (NLU) Market Size Share by Application (2021-2026)
Table 39. North America Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 40. North America Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 41. North America Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 42. North America Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 43. North America Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 44. North America Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 45. Europe Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 46. Europe Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 47. Europe Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 48. Europe Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 49. Europe Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 50. Europe Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 51. China Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 52. China Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 53. China Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 54. China Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 55. China Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 56. China Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 57. Japan Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 58. Japan Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 59. Japan Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 60. Japan Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 61. Japan Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 62. Japan Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 63. Southeast Asia Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 64. Southeast Asia Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 65. Southeast Asia Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 66. Southeast Asia Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 67. Southeast Asia Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 68. Southeast Asia Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 69. India Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 70. India Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 71. India Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 72. India Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 73. India Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 74. India Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 75. Central & South America Key Players Natural Language Understanding (NLU) Revenue (2019-2020) (Million US$)
Table 76. Central & South America Key Players Natural Language Understanding (NLU) Market Share (2019-2020)
Table 77. Central & South America Natural Language Understanding (NLU) Market Size by Type (2015-2020) (Million US$)
Table 78. Central & South America Natural Language Understanding (NLU) Market Share by Type (2015-2020)
Table 79. Central & South America Natural Language Understanding (NLU) Market Size by Application (2015-2020) (Million US$)
Table 80. Central & South America Natural Language Understanding (NLU) Market Share by Application (2015-2020)
Table 81. IBM Watson Company Details
Table 82. IBM Watson Business Overview
Table 83. IBM Watson Product
Table 84. IBM Watson Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 85. IBM Watson Recent Development
Table 86. Nuance Communications Company Details
Table 87. Nuance Communications Business Overview
Table 88. Nuance Communications Product
Table 89. Nuance Communications Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 90. Nuance Communications Recent Development
Table 91. Amazon AWS Company Details
Table 92. Amazon AWS Business Overview
Table 93. Amazon AWS Product
Table 94. Amazon AWS Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 95. Amazon AWS Recent Development
Table 96. Microsoft Company Details
Table 97. Microsoft Business Overview
Table 98. Microsoft Product
Table 99. Microsoft Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 100. Microsoft Recent Development
Table 101. SAS Company Details
Table 102. SAS Business Overview
Table 103. SAS Product
Table 104. SAS Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 105. SAS Recent Development
Table 106. Idiap Company Details
Table 107. Idiap Business Overview
Table 108. Idiap Product
Table 109. Idiap Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 110. Idiap Recent Development
Table 111. The Aspect NLU Lab Company Details
Table 112. The Aspect NLU Lab Business Overview
Table 113. The Aspect NLU Lab Product
Table 114. The Aspect NLU Lab Revenue in Natural Language Understanding (NLU) Business (2015-2020) (Million US$)
Table 115. The Aspect NLU Lab Recent Development
Table 116. Research Programs/Design for This Report
Table 117. Key Data Information from Secondary Sources
Table 118. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Natural Language Understanding (NLU) Market Share by Type: 2020 VS 2026
Figure 2. Machine Translation Features
Figure 3. Voice-First Technologies Features
Figure 4. Chatbots Features
Figure 5. Conversational Search Features
Figure 6. Global Natural Language Understanding (NLU) Market Share by Application: 2020 VS 2026
Figure 7. Manufacturing Case Studies
Figure 8. Healthcare Case Studies
Figure 9. Other Case Studies
Figure 10. Natural Language Understanding (NLU) Report Years Considered
Figure 11. Global Natural Language Understanding (NLU) Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Natural Language Understanding (NLU) Market Share by Regions: 2020 VS 2026
Figure 13. Global Natural Language Understanding (NLU) Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Natural Language Understanding (NLU) Market Share by Players in 2019
Figure 16. Global Top Natural Language Understanding (NLU) Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Natural Language Understanding (NLU) as of 2019
Figure 17. The Top 10 and 5 Players Market Share by Natural Language Understanding (NLU) Revenue in 2019
Figure 18. North America Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Natural Language Understanding (NLU) Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. IBM Watson Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. IBM Watson Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 27. Nuance Communications Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Nuance Communications Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 29. Amazon AWS Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Amazon AWS Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 31. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Microsoft Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 33. SAS Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. SAS Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 35. Idiap Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Idiap Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 37. The Aspect NLU Lab Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. The Aspect NLU Lab Revenue Growth Rate in Natural Language Understanding (NLU) Business (2015-2020)
Figure 39. Bottom-up and Top-down Approaches for This Report
Figure 40. Data Triangulation
Figure 41. Key Executives Interviewed
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