Natural Language Understanding Software Market
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Natural Language Understanding Software Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 Cloud Based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global Natural Language Understanding Software Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Large Enterprises
1.3.3 SMEs
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Natural Language Understanding Software Market Perspective (2017-2028)
2.2 Natural Language Understanding Software Growth Trends by Region
2.2.1 Natural Language Understanding Software Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Natural Language Understanding Software Historic Market Size by Region (2017-2022)
2.2.3 Natural Language Understanding Software Forecasted Market Size by Region (2023-2028)
2.3 Natural Language Understanding Software Market Dynamics
2.3.1 Natural Language Understanding Software Industry Trends
2.3.2 Natural Language Understanding Software Market Drivers
2.3.3 Natural Language Understanding Software Market Challenges
2.3.4 Natural Language Understanding Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Natural Language Understanding Software Players by Revenue
3.1.1 Global Top Natural Language Understanding Software Players by Revenue (2017-2022)
3.1.2 Global Natural Language Understanding Software Revenue Market Share by Players (2017-2022)
3.2 Global Natural Language Understanding Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Natural Language Understanding Software Revenue
3.4 Global Natural Language Understanding Software Market Concentration Ratio
3.4.1 Global Natural Language Understanding Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Natural Language Understanding Software Revenue in 2021
3.5 Natural Language Understanding Software Key Players Head office and Area Served
3.6 Key Players Natural Language Understanding Software Product Solution and Service
3.7 Date of Enter into Natural Language Understanding Software Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Natural Language Understanding Software Breakdown Data by Type
4.1 Global Natural Language Understanding Software Historic Market Size by Type (2017-2022)
4.2 Global Natural Language Understanding Software Forecasted Market Size by Type (2023-2028)
5 Natural Language Understanding Software Breakdown Data by Application
5.1 Global Natural Language Understanding Software Historic Market Size by Application (2017-2022)
5.2 Global Natural Language Understanding Software Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Natural Language Understanding Software Market Size (2017-2028)
6.2 North America Natural Language Understanding Software Market Size by Country (2017-2022)
6.3 North America Natural Language Understanding Software Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe Natural Language Understanding Software Market Size (2017-2028)
7.2 Europe Natural Language Understanding Software Market Size by Country (2017-2022)
7.3 Europe Natural Language Understanding Software Market Size by Country (2023-2028)
7.4 Germany
7.5 France
7.6 U.K.
7.7 Italy
7.8 Russia
7.9 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Natural Language Understanding Software Market Size (2017-2028)
8.2 Asia-Pacific Natural Language Understanding Software Market Size by Country (2017-2022)
8.3 Asia-Pacific Natural Language Understanding Software Market Size by Country (2023-2028)
8.4 China
8.5 Japan
8.6 South Korea
8.7 Southeast Asia
8.8 India
8.9 Australia
9 Latin America
9.1 Latin America Natural Language Understanding Software Market Size (2017-2028)
9.2 Latin America Natural Language Understanding Software Market Size by Country (2017-2022)
9.3 Latin America Natural Language Understanding Software Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Natural Language Understanding Software Market Size (2017-2028)
10.2 Middle East & Africa Natural Language Understanding Software Market Size by Country (2017-2022)
10.3 Middle East & Africa Natural Language Understanding Software Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Detail
11.1.2 IBM Business Overview
11.1.3 IBM Natural Language Understanding Software Introduction
11.1.4 IBM Revenue in Natural Language Understanding Software Business (2017-2022)
11.1.5 IBM Recent Development
11.2 Relative Insight
11.2.1 Relative Insight Company Detail
11.2.2 Relative Insight Business Overview
11.2.3 Relative Insight Natural Language Understanding Software Introduction
11.2.4 Relative Insight Revenue in Natural Language Understanding Software Business (2017-2022)
11.2.5 Relative Insight Recent Development
11.3 Amazon
11.3.1 Amazon Company Detail
11.3.2 Amazon Business Overview
11.3.3 Amazon Natural Language Understanding Software Introduction
11.3.4 Amazon Revenue in Natural Language Understanding Software Business (2017-2022)
11.3.5 Amazon Recent Development
11.4 Microsoft
11.4.1 Microsoft Company Detail
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Natural Language Understanding Software Introduction
11.4.4 Microsoft Revenue in Natural Language Understanding Software Business (2017-2022)
11.4.5 Microsoft Recent Development
11.5 SAS
11.5.1 SAS Company Detail
11.5.2 SAS Business Overview
11.5.3 SAS Natural Language Understanding Software Introduction
11.5.4 SAS Revenue in Natural Language Understanding Software Business (2017-2022)
11.5.5 SAS Recent Development
11.6 Idiap
11.6.1 Idiap Company Detail
11.6.2 Idiap Business Overview
11.6.3 Idiap Natural Language Understanding Software Introduction
11.6.4 Idiap Revenue in Natural Language Understanding Software Business (2017-2022)
11.6.5 Idiap Recent Development
11.7 Alvaria
11.7.1 Alvaria Company Detail
11.7.2 Alvaria Business Overview
11.7.3 Alvaria Natural Language Understanding Software Introduction
11.7.4 Alvaria Revenue in Natural Language Understanding Software Business (2017-2022)
11.7.5 Alvaria Recent Development
11.8 Kofax TotalAgility
11.8.1 Kofax TotalAgility Company Detail
11.8.2 Kofax TotalAgility Business Overview
11.8.3 Kofax TotalAgility Natural Language Understanding Software Introduction
11.8.4 Kofax TotalAgility Revenue in Natural Language Understanding Software Business (2017-2022)
11.8.5 Kofax TotalAgility Recent Development
11.9 Caplena
11.9.1 Caplena Company Detail
11.9.2 Caplena Business Overview
11.9.3 Caplena Natural Language Understanding Software Introduction
11.9.4 Caplena Revenue in Natural Language Understanding Software Business (2017-2022)
11.9.5 Caplena Recent Development
11.10 Kapiche
11.10.1 Kapiche Company Detail
11.10.2 Kapiche Business Overview
11.10.3 Kapiche Natural Language Understanding Software Introduction
11.10.4 Kapiche Revenue in Natural Language Understanding Software Business (2017-2022)
11.10.5 Kapiche Recent Development
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 Software Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
Table 2. Key Players of Cloud Based
Table 3. Key Players of On-premises
Table 4. Global Natural Language Understanding Software Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
Table 5. Global Natural Language Understanding Software Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Natural Language Understanding Software Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Natural Language Understanding Software Market Share by Region (2017-2022)
Table 8. Global Natural Language Understanding Software Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Natural Language Understanding Software Market Share by Region (2023-2028)
Table 10. Natural Language Understanding Software Market Trends
Table 11. Natural Language Understanding Software Market Drivers
Table 12. Natural Language Understanding Software Market Challenges
Table 13. Natural Language Understanding Software Market Restraints
Table 14. Global Natural Language Understanding Software Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Natural Language Understanding Software Market Share by Players (2017-2022)
Table 16. Global Top Natural Language Understanding Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Understanding Software as of 2021)
Table 17. Ranking of Global Top Natural Language Understanding Software Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Natural Language Understanding Software Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Natural Language Understanding Software Product Solution and Service
Table 21. Date of Enter into Natural Language Understanding Software Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Natural Language Understanding Software Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Natural Language Understanding Software Revenue Market Share by Type (2017-2022)
Table 25. Global Natural Language Understanding Software Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Natural Language Understanding Software Revenue Market Share by Type (2023-2028)
Table 27. Global Natural Language Understanding Software Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Natural Language Understanding Software Revenue Market Share by Application (2017-2022)
Table 29. Global Natural Language Understanding Software Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Natural Language Understanding Software Revenue Market Share by Application (2023-2028)
Table 31. North America Natural Language Understanding Software Market Size by Country (2017-2022) & (US$ Million)
Table 32. North America Natural Language Understanding Software Market Size by Country (2023-2028) & (US$ Million)
Table 33. Europe Natural Language Understanding Software Market Size by Country (2017-2022) & (US$ Million)
Table 34. Europe Natural Language Understanding Software Market Size by Country (2023-2028) & (US$ Million)
Table 35. Asia-Pacific Natural Language Understanding Software Market Size by Region (2017-2022) & (US$ Million)
Table 36. Asia-Pacific Natural Language Understanding Software Market Size by Region (2023-2028) & (US$ Million)
Table 37. Latin America Natural Language Understanding Software Market Size by Country (2017-2022) & (US$ Million)
Table 38. Latin America Natural Language Understanding Software Market Size by Country (2023-2028) & (US$ Million)
Table 39. Middle East & Africa Natural Language Understanding Software Market Size by Country (2017-2022) & (US$ Million)
Table 40. Middle East & Africa Natural Language Understanding Software Market Size by Country (2023-2028) & (US$ Million)
Table 41. IBM Company Detail
Table 42. IBM Business Overview
Table 43. IBM Natural Language Understanding Software Product
Table 44. IBM Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 45. IBM Recent Development
Table 46. Relative Insight Company Detail
Table 47. Relative Insight Business Overview
Table 48. Relative Insight Natural Language Understanding Software Product
Table 49. Relative Insight Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 50. Relative Insight Recent Development
Table 51. Amazon Company Detail
Table 52. Amazon Business Overview
Table 53. Amazon Natural Language Understanding Software Product
Table 54. Amazon Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 55. Amazon Recent Development
Table 56. Microsoft Company Detail
Table 57. Microsoft Business Overview
Table 58. Microsoft Natural Language Understanding Software Product
Table 59. Microsoft Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 60. Microsoft Recent Development
Table 61. SAS Company Detail
Table 62. SAS Business Overview
Table 63. SAS Natural Language Understanding Software Product
Table 64. SAS Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 65. SAS Recent Development
Table 66. Idiap Company Detail
Table 67. Idiap Business Overview
Table 68. Idiap Natural Language Understanding Software Product
Table 69. Idiap Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 70. Idiap Recent Development
Table 71. Alvaria Company Detail
Table 72. Alvaria Business Overview
Table 73. Alvaria Natural Language Understanding Software Product
Table 74. Alvaria Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 75. Alvaria Recent Development
Table 76. Kofax TotalAgility Company Detail
Table 77. Kofax TotalAgility Business Overview
Table 78. Kofax TotalAgility Natural Language Understanding Software Product
Table 79. Kofax TotalAgility Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 80. Kofax TotalAgility Recent Development
Table 81. Caplena Company Detail
Table 82. Caplena Business Overview
Table 83. Caplena Natural Language Understanding Software Product
Table 84. Caplena Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 85. Caplena Recent Development
Table 86. Kapiche Company Detail
Table 87. Kapiche Business Overview
Table 88. Kapiche Natural Language Understanding Software Product
Table 89. Kapiche Revenue in Natural Language Understanding Software Business (2017-2022) & (US$ Million)
Table 90. Kapiche Recent Development
Table 91. Research Programs/Design for This Report
Table 92. Key Data Information from Secondary Sources
Table 93. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Natural Language Understanding Software Market Share by Type: 2021 VS 2028
Figure 2. Cloud Based Features
Figure 3. On-premises Features
Figure 4. Global Natural Language Understanding Software Market Share by Application in 2021 & 2028
Figure 5. Large Enterprises Case Studies
Figure 6. SMEs Case Studies
Figure 7. Natural Language Understanding Software Report Years Considered
Figure 8. Global Natural Language Understanding Software Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 9. Global Natural Language Understanding Software Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 10. Global Natural Language Understanding Software Market Share by Region: 2021 VS 2028
Figure 11. Global Natural Language Understanding Software Market Share by Players in 2021
Figure 12. Global Top Natural Language Understanding Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Understanding Software as of 2021)
Figure 13. The Top 10 and 5 Players Market Share by Natural Language Understanding Software Revenue in 2021
Figure 14. North America Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 15. North America Natural Language Understanding Software Market Share by Country (2017-2028)
Figure 16. United States Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 17. Canada Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 18. Europe Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 19. Europe Natural Language Understanding Software Market Share by Country (2017-2028)
Figure 20. Germany Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. France Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. U.K. Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Italy Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Russia Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. Nordic Countries Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. Asia-Pacific Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. Asia-Pacific Natural Language Understanding Software Market Share by Region (2017-2028)
Figure 28. China Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Japan Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. South Korea Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Southeast Asia Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. India Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Australia Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Latin America Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Latin America Natural Language Understanding Software Market Share by Country (2017-2028)
Figure 36. Mexico Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Brazil Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Middle East & Africa Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Middle East & Africa Natural Language Understanding Software Market Share by Country (2017-2028)
Figure 40. Turkey Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Saudi Arabia Natural Language Understanding Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. IBM Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 43. Relative Insight Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 44. Amazon Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 45. Microsoft Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 46. SAS Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 47. Idiap Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 48. Alvaria Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 49. Kofax TotalAgility Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 50. Caplena Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 51. Kapiche Revenue Growth Rate in Natural Language Understanding Software Business (2017-2022)
Figure 52. Bottom-up and Top-down Approaches for This Report
Figure 53. Data Triangulation
Figure 54. Key Executives Interviewed
Industry Market Size
