Natural language understanding (NLU) is a subfield of natural language processing (NLP) that focuses on the ability of machines to comprehend and interpret natural language input. NLU involves analyzing the meaning, context, and intent of natural language text or speech, and converting it into a structured representation that can be used for further processing or reasoning. NLU enables machines to perform various tasks such as question answering, information extraction, sentiment analysis, text summarization, dialogue management, and natural language generation.
Market Analysis and Insights: Global Natural Language Understanding (NLU) Market
The global Natural Language Understanding (NLU) market is projected to grow from US$ 1186 million in 2024 to US$ 2535.5 million by 2030, at a Compound Annual Growth Rate (CAGR) of 13.5% during the forecast period.
The growth of the market is driven by factors such as the increasing demand for conversational AI applications, the advancement of deep learning and neural network technologies, the availability of large-scale data and cloud computing resources, and the emergence of new domains and use cases for natural language understanding. Some of the challenges faced by the market are the complexity and diversity of natural languages, the lack of standardization and interoperability among natural language understanding products, and the ethical and social implications of natural language understanding.
Report Covers:
This report presents an overview of global market for Natural Language Understanding (NLU) market size. Analyses of the global market trends, with historic market revenue data for 2019 - 2023, estimates for 2024, and projections of CAGR through 2030.
This report researches the key producers of Natural Language Understanding (NLU), also provides the revenue of main regions and countries. of the upcoming market potential for Natural Language Understanding (NLU), and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Natural Language Understanding (NLU) revenue, market share and industry ranking of main companies, data from 2019 to 2024. Identification of the major stakeholders in the global Natural Language Understanding (NLU) market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2019 to 2030. Evaluation and forecast the market size for Natural Language Understanding (NLU) revenue, projected growth trends, production technology, application and end-user industry.
Market Segmentation
Global Natural Language Understanding (NLU) Companies Covered
IBM Watson, Nuance Communications, Amazon AWS, Microsoft, SAS, Idiap, The Aspect NLU Lab
Global Natural Language Understanding (NLU) Market, by Region
North America (U.S., Canada, Mexico)
Europe (Germany, France, UK, Italy, etc.)
Asia Pacific (China, Japan, South Korea, Southeast Asia, India, etc.)
South America (Brazil, etc.)
Middle East and Africa (Turkey, GCC Countries, Africa, etc.)
Global Natural Language Understanding (NLU) Market, Segment by Type
Machine Translation
Voice-First Technologies
Chatbots
Conversational Search
Global Natural Language Understanding (NLU) Market, Segment by Application
Manufacturing
Healthcare
Other
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Revenue of Natural Language Understanding (NLU) in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Natural Language Understanding (NLU) companies’ competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
Chapter 7: Europe by Type, by Application and by country, revenue for each segment.
Chapter 8: China by Type, and by Application, revenue for each segment.
Chapter 9: Asia (excluding China) by Type, by Application and by region, revenue for each segment.
Chapter 10: Middle East, Africa, and Latin America by Type, by Application and by country, revenue for each segment.
Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Natural Language Understanding (NLU) revenue, gross margin, and recent development, etc.
Chapter 12: Analyst's Viewpoints/Conclusions
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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Natural Language Understanding (NLU) Market Size Growth Rate by Type, 2019 VS 2023 VS 2030
1.2.2 Machine Translation
1.2.3 Voice-First Technologies
1.2.4 Chatbots
1.2.5 Conversational Search
1.3 Market by Application
1.3.1 Global Natural Language Understanding (NLU) Market Size Growth Rate by Application, 2019 VS 2023 VS 2030
1.3.2 Manufacturing
1.3.3 Healthcare
1.3.4 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Natural Language Understanding (NLU) Market Perspective (2019-2030)
2.2 Global Natural Language Understanding (NLU) Growth Trends by Region
2.2.1 Natural Language Understanding (NLU) Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Natural Language Understanding (NLU) Historic Market Size by Region (2019-2024)
2.2.3 Natural Language Understanding (NLU) Forecasted Market Size by Region (2025-2030)
2.3 Natural Language Understanding (NLU) Market Dynamics
2.3.1 Natural Language Understanding (NLU) Industry Trends
2.3.2 Natural Language Understanding (NLU) Market Drivers
2.3.3 Natural Language Understanding (NLU) Market Challenges
2.3.4 Natural Language Understanding (NLU) Market Restraints
3 Competition Landscape by Key Players
3.1 Global Revenue Natural Language Understanding (NLU) by Players
3.1.1 Global Natural Language Understanding (NLU) Revenue by Players (2019-2024)
3.1.2 Global Natural Language Understanding (NLU) Revenue Market Share by Players (2019-2024)
3.2 Global Natural Language Understanding (NLU) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players of Natural Language Understanding (NLU), Ranking by Revenue, 2022 VS 2023 VS 2024
3.4 Global Natural Language Understanding (NLU) Market Concentration Ratio
3.4.1 Global Natural Language Understanding (NLU) Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Natural Language Understanding (NLU) Revenue in 2023
3.5 Global Key Players of Natural Language Understanding (NLU) Head office and Area Served
3.6 Global Key Players of Natural Language Understanding (NLU), Product and Application
3.7 Global Key Players of Natural Language Understanding (NLU), Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Natural Language Understanding (NLU) Breakdown Data by Type
4.1 Global Natural Language Understanding (NLU) Historic Market Size by Type (2019-2024)
4.2 Global Natural Language Understanding (NLU) Forecasted Market Size by Type (2025-2030)
5 Natural Language Understanding (NLU) Breakdown Data by Application
5.1 Global Natural Language Understanding (NLU) Historic Market Size by Application (2019-2024)
5.2 Global Natural Language Understanding (NLU) Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Natural Language Understanding (NLU) Market Size (2019-2030)
6.2 North America Natural Language Understanding (NLU) Market Size by Type
6.2.1 North America Natural Language Understanding (NLU) Market Size by Type (2019-2024)
6.2.2 North America Natural Language Understanding (NLU) Market Size by Type (2025-2030)
6.2.3 North America Natural Language Understanding (NLU) Market Share by Type (2019-2030)
6.3 North America Natural Language Understanding (NLU) Market Size by Application
6.3.1 North America Natural Language Understanding (NLU) Market Size by Application (2019-2024)
6.3.2 North America Natural Language Understanding (NLU) Market Size by Application (2025-2030)
6.3.3 North America Natural Language Understanding (NLU) Market Share by Application (2019-2030)
6.4 North America Natural Language Understanding (NLU) Market Size by Country
6.4.1 North America Natural Language Understanding (NLU) Market Size by Country: 2019 VS 2023 VS 2030
6.4.2 North America Natural Language Understanding (NLU) Market Size by Country (2019-2024)
6.4.3 North America Natural Language Understanding (NLU) Market Size by Country (2025-2030)
6.4.4 U.S.
6.4.5 Canada
7 Europe
7.1 Europe Natural Language Understanding (NLU) Market Size (2019-2030)
7.2 Europe Natural Language Understanding (NLU) Market Size by Type
7.2.1 Europe Natural Language Understanding (NLU) Market Size by Type (2019-2024)
7.2.2 Europe Natural Language Understanding (NLU) Market Size by Type (2025-2030)
7.2.3 Europe Natural Language Understanding (NLU) Market Share by Type (2019-2030)
7.3 Europe Natural Language Understanding (NLU) Market Size by Application
7.3.1 Europe Natural Language Understanding (NLU) Market Size by Application (2019-2024)
7.3.2 Europe Natural Language Understanding (NLU) Market Size by Application (2025-2030)
7.3.3 Europe Natural Language Understanding (NLU) Market Share by Application (2019-2030)
7.4 Europe Natural Language Understanding (NLU) Market Size by Country
7.4.1 Europe Natural Language Understanding (NLU) Market Size by Country: 2019 VS 2023 VS 2030
7.4.2 Europe Natural Language Understanding (NLU) Market Size by Country (2019-2024)
7.4.3 Europe Natural Language Understanding (NLU) Market Size by Country (2025-2030)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 China
8.1 China Natural Language Understanding (NLU) Market Size (2019-2030)
8.2 China Natural Language Understanding (NLU) Market Size by Type
8.2.1 China Natural Language Understanding (NLU) Market Size by Type (2019-2024)
8.2.2 China Natural Language Understanding (NLU) Market Size by Type (2025-2030)
8.2.3 China Natural Language Understanding (NLU) Market Share by Type (2019-2030)
8.3 China Natural Language Understanding (NLU) Market Size by Application
8.3.1 China Natural Language Understanding (NLU) Market Size by Application (2019-2024)
8.3.2 China Natural Language Understanding (NLU) Market Size by Application (2025-2030)
8.3.3 China Natural Language Understanding (NLU) Market Share by Application (2019-2030)
9 Asia (excluding China)
9.1 Asia Natural Language Understanding (NLU) Market Size (2019-2030)
9.2 Asia Natural Language Understanding (NLU) Market Size by Type
9.2.1 Asia Natural Language Understanding (NLU) Market Size by Type (2019-2024)
9.2.2 Asia Natural Language Understanding (NLU) Market Size by Type (2025-2030)
9.2.3 Asia Natural Language Understanding (NLU) Market Share by Type (2019-2030)
9.3 Asia Natural Language Understanding (NLU) Market Size by Application
9.3.1 Asia Natural Language Understanding (NLU) Market Size by Application (2019-2024)
9.3.2 Asia Natural Language Understanding (NLU) Market Size by Application (2025-2030)
9.3.3 Asia Natural Language Understanding (NLU) Market Share by Application (2019-2030)
9.4 Asia Natural Language Understanding (NLU) Market Size by Region
9.4.1 Asia Natural Language Understanding (NLU) Market Size by Region: 2019 VS 2023 VS 2030
9.4.2 Asia Natural Language Understanding (NLU) Market Size by Region (2019-2024)
9.4.3 Asia Natural Language Understanding (NLU) Market Size by Region (2025-2030)
9.4.4 Japan
9.4.5 South Korea
9.4.6 China Taiwan
9.4.7 Southeast Asia
9.4.8 India
9.4.9 Australia
10 Middle East, Africa, and Latin America
10.1 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size (2019-2030)
10.2 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Type
10.2.1 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Type (2019-2024)
10.2.2 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Type (2025-2030)
10.2.3 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Share by Type (2019-2030)
10.3 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Application
10.3.1 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Application (2019-2024)
10.3.2 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Application (2025-2030)
10.3.3 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Share by Application (2019-2030)
10.4 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Country
10.4.1 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Country: 2019 VS 2023 VS 2030
10.4.2 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Country (2019-2024)
10.4.3 Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Country (2025-2030)
10.4.4 Brazil
10.4.5 Mexico
10.4.6 Turkey
10.4.7 Saudi Arabia
10.4.8 Israel
10.4.9 GCC Countries
11 Key Players Profiles
11.1 IBM Watson
11.1.1 IBM Watson Company Details
11.1.2 IBM Watson Business Overview
11.1.3 IBM Watson Natural Language Understanding (NLU) Introduction
11.1.4 IBM Watson Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.1.5 IBM Watson Recent Developments
11.2 Nuance Communications
11.2.1 Nuance Communications Company Details
11.2.2 Nuance Communications Business Overview
11.2.3 Nuance Communications Natural Language Understanding (NLU) Introduction
11.2.4 Nuance Communications Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.2.5 Nuance Communications Recent Developments
11.3 Amazon AWS
11.3.1 Amazon AWS Company Details
11.3.2 Amazon AWS Business Overview
11.3.3 Amazon AWS Natural Language Understanding (NLU) Introduction
11.3.4 Amazon AWS Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.3.5 Amazon AWS Recent Developments
11.4 Microsoft
11.4.1 Microsoft Company Details
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Natural Language Understanding (NLU) Introduction
11.4.4 Microsoft Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.4.5 Microsoft Recent Developments
11.5 SAS
11.5.1 SAS Company Details
11.5.2 SAS Business Overview
11.5.3 SAS Natural Language Understanding (NLU) Introduction
11.5.4 SAS Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.5.5 SAS Recent Developments
11.6 Idiap
11.6.1 Idiap Company Details
11.6.2 Idiap Business Overview
11.6.3 Idiap Natural Language Understanding (NLU) Introduction
11.6.4 Idiap Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.6.5 Idiap Recent Developments
11.7 The Aspect NLU Lab
11.7.1 The Aspect NLU Lab Company Details
11.7.2 The Aspect NLU Lab Business Overview
11.7.3 The Aspect NLU Lab Natural Language Understanding (NLU) Introduction
11.7.4 The Aspect NLU Lab Revenue in Natural Language Understanding (NLU) Business (2019-2024)
11.7.5 The Aspect NLU Lab Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
Table 1. Global Natural Language Understanding (NLU) Market Size Growth Rate by Type (US$ Million), 2019 VS 2023 VS 2030
Table 2. Key Players of Machine Translation
Table 3. Key Players of Voice-First Technologies
Table 4. Key Players of Chatbots
Table 5. Key Players of Conversational Search
Table 6. Global Natural Language Understanding (NLU) Market Size Growth Rate by Application (US$ Million), 2019 VS 2023 VS 2030
Table 7. Global Natural Language Understanding (NLU) Market Size Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
Table 8. Global Natural Language Understanding (NLU) Market Size by Region (2019-2024) & (US$ Million)
Table 9. Global Natural Language Understanding (NLU) Market Share by Region (2019-2024)
Table 10. Global Natural Language Understanding (NLU) Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 11. Global Natural Language Understanding (NLU) Market Share by Region (2025-2030)
Table 12. Natural Language Understanding (NLU) Market Trends
Table 13. Natural Language Understanding (NLU) Market Drivers
Table 14. Natural Language Understanding (NLU) Market Challenges
Table 15. Natural Language Understanding (NLU) Market Restraints
Table 16. Global Natural Language Understanding (NLU) Revenue by Players (2019-2024) & (US$ Million)
Table 17. Global Natural Language Understanding (NLU) Revenue Share by Players (2019-2024)
Table 18. Global Top Natural Language Understanding (NLU) by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Understanding (NLU) as of 2023)
Table 19. Global Natural Language Understanding (NLU) Industry Ranking 2022 VS 2023 VS 2024
Table 20. Global 5 Largest Players Market Share by Natural Language Understanding (NLU) Revenue (CR5 and HHI) & (2019-2024)
Table 21. Global Key Players of Natural Language Understanding (NLU), Headquarters and Area Served
Table 22. Global Key Players of Natural Language Understanding (NLU), Product and Application
Table 23. Global Key Players of Natural Language Understanding (NLU), Product and Application
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global Natural Language Understanding (NLU) Market Size by Type (2019-2024) & (US$ Million)
Table 26. Global Natural Language Understanding (NLU) Revenue Market Share by Type (2019-2024)
Table 27. Global Natural Language Understanding (NLU) Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 28. Global Natural Language Understanding (NLU) Revenue Market Share by Type (2025-2030)
Table 29. Global Natural Language Understanding (NLU) Market Size by Application (2019-2024) & (US$ Million)
Table 30. Global Natural Language Understanding (NLU) Revenue Share by Application (2019-2024)
Table 31. Global Natural Language Understanding (NLU) Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 32. Global Natural Language Understanding (NLU) Revenue Share by Application (2025-2030)
Table 33. North America Natural Language Understanding (NLU) Market Size by Type (2019-2024) & (US$ Million)
Table 34. North America Natural Language Understanding (NLU) Market Size by Type (2025-2030) & (US$ Million)
Table 35. North America Natural Language Understanding (NLU) Market Size by Application (2019-2024) & (US$ Million)
Table 36. North America Natural Language Understanding (NLU) Market Size by Application (2025-2030) & (US$ Million)
Table 37. North America Natural Language Understanding (NLU) Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 38. North America Natural Language Understanding (NLU) Market Size by Country (2019-2024) & (US$ Million)
Table 39. North America Natural Language Understanding (NLU) Market Size by Country (2025-2030) & (US$ Million)
Table 40. Europe Natural Language Understanding (NLU) Market Size by Type (2019-2024) & (US$ Million)
Table 41. Europe Natural Language Understanding (NLU) Market Size by Type (2025-2030) & (US$ Million)
Table 42. Europe Natural Language Understanding (NLU) Market Size by Application (2019-2024) & (US$ Million)
Table 43. Europe Natural Language Understanding (NLU) Market Size by Application (2025-2030) & (US$ Million)
Table 44. Europe Natural Language Understanding (NLU) Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 45. Europe Natural Language Understanding (NLU) Market Size by Country (2019-2024) & (US$ Million)
Table 46. Europe Natural Language Understanding (NLU) Market Size by Country (2025-2030) & (US$ Million)
Table 47. China Natural Language Understanding (NLU) Market Size by Type (2019-2024) & (US$ Million)
Table 48. China Natural Language Understanding (NLU) Market Size by Type (2025-2030) & (US$ Million)
Table 49. China Natural Language Understanding (NLU) Market Size by Application (2019-2024) & (US$ Million)
Table 50. China Natural Language Understanding (NLU) Market Size by Application (2025-2030) & (US$ Million)
Table 51. Asia Natural Language Understanding (NLU) Market Size by Type (2019-2024) & (US$ Million)
Table 52. Asia Natural Language Understanding (NLU) Market Size by Type (2025-2030) & (US$ Million)
Table 53. Asia Natural Language Understanding (NLU) Market Size by Application (2019-2024) & (US$ Million)
Table 54. Asia Natural Language Understanding (NLU) Market Size by Application (2025-2030) & (US$ Million)
Table 55. Asia Natural Language Understanding (NLU) Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
Table 56. Asia Natural Language Understanding (NLU) Market Size by Region (2019-2024) & (US$ Million)
Table 57. Asia Natural Language Understanding (NLU) Market Size by Region (2025-2030) & (US$ Million)
Table 58. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Type (2019-2024) & (US$ Million)
Table 59. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Type (2025-2030) & (US$ Million)
Table 60. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Application (2019-2024) & (US$ Million)
Table 61. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Application (2025-2030) & (US$ Million)
Table 62. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 63. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Country (2019-2024) & (US$ Million)
Table 64. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size by Country (2025-2030) & (US$ Million)
Table 65. IBM Watson Company Details
Table 66. IBM Watson Business Overview
Table 67. IBM Watson Natural Language Understanding (NLU) Product
Table 68. IBM Watson Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 69. IBM Watson Recent Developments
Table 70. Nuance Communications Company Details
Table 71. Nuance Communications Business Overview
Table 72. Nuance Communications Natural Language Understanding (NLU) Product
Table 73. Nuance Communications Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 74. Nuance Communications Recent Developments
Table 75. Amazon AWS Company Details
Table 76. Amazon AWS Business Overview
Table 77. Amazon AWS Natural Language Understanding (NLU) Product
Table 78. Amazon AWS Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 79. Amazon AWS Recent Developments
Table 80. Microsoft Company Details
Table 81. Microsoft Business Overview
Table 82. Microsoft Natural Language Understanding (NLU) Product
Table 83. Microsoft Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 84. Microsoft Recent Developments
Table 85. SAS Company Details
Table 86. SAS Business Overview
Table 87. SAS Natural Language Understanding (NLU) Product
Table 88. SAS Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 89. SAS Recent Developments
Table 90. Idiap Company Details
Table 91. Idiap Business Overview
Table 92. Idiap Natural Language Understanding (NLU) Product
Table 93. Idiap Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 94. Idiap Recent Developments
Table 95. The Aspect NLU Lab Company Details
Table 96. The Aspect NLU Lab Business Overview
Table 97. The Aspect NLU Lab Natural Language Understanding (NLU) Product
Table 98. The Aspect NLU Lab Revenue in Natural Language Understanding (NLU) Business (2019-2024) & (US$ Million)
Table 99. The Aspect NLU Lab Recent Developments
Table 100. Research Programs/Design for This Report
Table 101. Key Data Information from Secondary Sources
Table 102. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Natural Language Understanding (NLU) Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
Figure 2. Global Natural Language Understanding (NLU) Market Share by Type: 2023 VS 2030
Figure 3. Machine Translation Features
Figure 4. Voice-First Technologies Features
Figure 5. Chatbots Features
Figure 6. Conversational Search Features
Figure 7. Global Natural Language Understanding (NLU) Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
Figure 8. Global Natural Language Understanding (NLU) Market Share by Application: 2023 VS 2030
Figure 9. Manufacturing Case Studies
Figure 10. Healthcare Case Studies
Figure 11. Other Case Studies
Figure 12. Natural Language Understanding (NLU) Report Years Considered
Figure 13. Global Natural Language Understanding (NLU) Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 14. Global Natural Language Understanding (NLU) Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 15. Global Natural Language Understanding (NLU) Market Share by Region: 2023 VS 2030
Figure 16. Global Natural Language Understanding (NLU) Market Share by Players in 2023
Figure 17. 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 2023)
Figure 18. The Top 10 and 5 Players Market Share by Natural Language Understanding (NLU) Revenue in 2023
Figure 19. North America Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 20. North America Natural Language Understanding (NLU) Market Share by Type (2019-2030)
Figure 21. North America Natural Language Understanding (NLU) Market Share by Application (2019-2030)
Figure 22. North America Natural Language Understanding (NLU) Market Share by Country (2019-2030)
Figure 23. United States Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 24. Canada Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 25. Europe Natural Language Understanding (NLU) Market Size YoY (2019-2030) & (US$ Million)
Figure 26. Europe Natural Language Understanding (NLU) Market Share by Type (2019-2030)
Figure 27. Europe Natural Language Understanding (NLU) Market Share by Application (2019-2030)
Figure 28. Europe Natural Language Understanding (NLU) Market Share by Country (2019-2030)
Figure 29. Germany Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. France Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. U.K. Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. Italy Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 33. Russia Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 34. Nordic Countries Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 35. China Natural Language Understanding (NLU) Market Size YoY (2019-2030) & (US$ Million)
Figure 36. China Natural Language Understanding (NLU) Market Share by Type (2019-2030)
Figure 37. China Natural Language Understanding (NLU) Market Share by Application (2019-2030)
Figure 38. Asia Natural Language Understanding (NLU) Market Size YoY (2019-2030) & (US$ Million)
Figure 39. Asia Natural Language Understanding (NLU) Market Share by Type (2019-2030)
Figure 40. Asia Natural Language Understanding (NLU) Market Share by Application (2019-2030)
Figure 41. Asia Natural Language Understanding (NLU) Market Share by Region (2019-2030)
Figure 42. Japan Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. South Korea Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. China Taiwan Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 45. Southeast Asia Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 46. India Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 47. Australia Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 48. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Size YoY (2019-2030) & (US$ Million)
Figure 49. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Share by Type (2019-2030)
Figure 50. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Share by Application (2019-2030)
Figure 51. Middle East, Africa, and Latin America Natural Language Understanding (NLU) Market Share by Country (2019-2030)
Figure 52. Brazil Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 53. Mexico Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 54. Turkey Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 55. Saudi Arabia Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 56. Israel Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 57. GCC Countries Natural Language Understanding (NLU) Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 58. IBM Watson Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 59. Nuance Communications Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 60. Amazon AWS Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 61. Microsoft Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 62. SAS Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 63. Idiap Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 64. The Aspect NLU Lab Revenue Growth Rate in Natural Language Understanding (NLU) Business (2019-2024)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed
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