1 Study Coverage 1.1 Natural Language Generation Software Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Introduction 1.2 Global Natural Language Generation Software Outlook 2017 VS 2022 VS 2028 1.2.1 Global Natural Language Generation Software Market Size for the Year 2017-2028 1.2.2 Global Natural Language Generation Software Market Size for the Year 2017-2028 1.3 Natural Language Generation Software Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.3.1 The Market Share of United States Natural Language Generation Software in Global, 2017 VS 2022 VS 2028 1.3.2 The Growth Rate of Natural Language Generation Software Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.4 Natural Language Generation Software Market Dynamics 1.4.1 Natural Language Generation Software Industry Trends 1.4.2 Natural Language Generation Software Market Drivers 1.4.3 Natural Language Generation Software Market Challenges 1.4.4 Natural Language Generation Software Market Restraints 1.5 Study Objectives 1.6 Years Considered 2 Natural Language Generation Software by Type 2.1 Natural Language Generation Software Market Segment by Type 2.1.1 On premise Natural Language Generation Software 2.1.2 Cloud-based Natural Language Generation Software 2.1.3 Hybrid Natural Language Generation Software 2.2 Global Natural Language Generation Software Market Size by Type (2017, 2022 & 2028) 2.3 Global Natural Language Generation Software Market Size by Type (2017-2028) 2.4 United States Natural Language Generation Software Market Size by Type (2017, 2022 & 2028) 2.5 United States Natural Language Generation Software Market Size by Type (2017-2028) 3 Natural Language Generation Software by Application 3.1 Natural Language Generation Software Market Segment by Application 3.1.1 BFSI 3.1.2 Retail 3.1.3 E Commerce 3.1.4 Defense 3.1.5 Health Care 3.1.6 Manufacturing 3.1.7 Telecom and IT 3.1.8 Media and Entertainment 3.1.9 Energy and Utilities 3.1.10 Others 3.2 Global Natural Language Generation Software Market Size by Application (2017, 2022 & 2028) 3.3 Global Natural Language Generation Software Market Size by Application (2017-2028) 3.4 United States Natural Language Generation Software Market Size by Application (2017, 2022 & 2028) 3.5 United States Natural Language Generation Software Market Size by Application (2017-2028) 4 Global Natural Language Generation Software Competitor Landscape by Company 4.1 Global Natural Language Generation Software Market Size by Company 4.1.1 Top Global Natural Language Generation Software Companies Ranked by Revenue (2021) 4.1.2 Global Natural Language Generation Software Revenue by Player (2017-2022) 4.2 Global Natural Language Generation Software Concentration Ratio (CR) 4.2.1 Natural Language Generation Software Market Concentration Ratio (CR) (2017-2022) 4.2.2 Global Top 5 and Top 10 Largest Companies of Natural Language Generation Software in 2021 4.2.3 Global Natural Language Generation Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 4.3 Global Natural Language Generation Software Headquarters, Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Type 4.3.1 Global Natural Language Generation Software Headquarters and Area Served 4.3.2 Global Natural Language Generation Software Companies Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Type 4.3.3 Date of International Companies Enter into Natural Language Generation Software Market 4.4 Companies Mergers & Acquisitions, Expansion Plans 4.5 United States Natural Language Generation Software Market Size by Company 4.5.1 Top Natural Language Generation Software Players in United States, Ranked by Revenue (2021) 4.5.2 United States Natural Language Generation Software Revenue by Players (2020, 2021 & 2022) 5 Global Natural Language Generation Software Market Size by Region 5.1 Global Natural Language Generation Software Market Size by Region: 2017 VS 2022 VS 2028 5.2 Global Natural Language Generation Software Market Size by Region (2017-2028) 5.2.1 Global Natural Language Generation Software Market Size by Region: 2017-2022 5.2.2 Global Natural Language Generation Software Market Size by Region (2023-2028) 6 Segment in Region Level & Country Level 6.1 North America 6.1.1 North America Natural Language Generation Software Market Size YoY Growth 2017-2028 6.1.2 North America Natural Language Generation Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.1.3 United States 6.1.4 Canada 6.2 Asia-Pacific 6.2.1 Asia-Pacific Natural Language Generation Software Market Size YoY Growth 2017-2028 6.2.2 Asia-Pacific Natural Language Generation Software Market Facts & Figures by Region (2017, 2022 & 2028) 6.2.3 China 6.2.4 Japan 6.2.5 South Korea 6.2.6 India 6.2.7 Australia 6.2.8 China Taiwan 6.2.9 Indonesia 6.2.10 Thailand 6.2.11 Malaysia 6.3 Europe 6.3.1 Europe Natural Language Generation Software Market Size YoY Growth 2017-2028 6.3.2 Europe Natural Language Generation Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.3.3 Germany 6.3.4 France 6.3.5 U.K. 6.3.6 Italy 6.3.7 Russia 6.4 Latin America 6.4.1 Latin America Natural Language Generation Software Market Size YoY Growth 2017-2028 6.4.2 Latin America Natural Language Generation Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.4.3 Mexico 6.4.4 Brazil 6.4.5 Argentina 6.5 Middle East and Africa 6.5.1 Middle East and Africa Natural Language Generation Software Market Size YoY Growth 2017-2028 6.5.2 Middle East and Africa Natural Language Generation Software Market Facts & Figures by Country (2017, 2022 & 2028) 6.5.3 Turkey 6.5.4 Saudi Arabia 6.5.5 UAE 7 Company Profiles 7.1 Arria NLG 7.1.1 Arria NLG Company Details 7.1.2 Arria NLG Business Overview 7.1.3 Arria NLG Natural Language Generation Software Introduction 7.1.4 Arria NLG Revenue in Natural Language Generation Software Business (2017-2022) 7.1.5 Arria NLG Recent Development 7.2 Amazon Web Services 7.2.1 Amazon Web Services Company Details 7.2.2 Amazon Web Services Business Overview 7.2.3 Amazon Web Services Natural Language Generation Software Introduction 7.2.4 Amazon Web Services Revenue in Natural Language Generation Software Business (2017-2022) 7.2.5 Amazon Web Services Recent Development 7.3 International Business Machines Corporation 7.3.1 International Business Machines Corporation Company Details 7.3.2 International Business Machines Corporation Business Overview 7.3.3 International Business Machines Corporation Natural Language Generation Software Introduction 7.3.4 International Business Machines Corporation Revenue in Natural Language Generation Software Business (2017-2022) 7.3.5 International Business Machines Corporation Recent Development 7.4 Narrative Science 7.4.1 Narrative Science Company Details 7.4.2 Narrative Science Business Overview 7.4.3 Narrative Science Natural Language Generation Software Introduction 7.4.4 Narrative Science Revenue in Natural Language Generation Software Business (2017-2022) 7.4.5 Narrative Science Recent Development 7.5 Automated Insights 7.5.1 Automated Insights Company Details 7.5.2 Automated Insights Business Overview 7.5.3 Automated Insights Natural Language Generation Software Introduction 7.5.4 Automated Insights Revenue in Natural Language Generation Software Business (2017-2022) 7.5.5 Automated Insights Recent Development 7.6 Narrativa 7.6.1 Narrativa Company Details 7.6.2 Narrativa Business Overview 7.6.3 Narrativa Natural Language Generation Software Introduction 7.6.4 Narrativa Revenue in Natural Language Generation Software Business (2017-2022) 7.6.5 Narrativa Recent Development 7.7 Yseop 7.7.1 Yseop Company Details 7.7.2 Yseop Business Overview 7.7.3 Yseop Natural Language Generation Software Introduction 7.7.4 Yseop Revenue in Natural Language Generation Software Business (2017-2022) 7.7.5 Yseop Recent Development 7.8 Retresco GmbH 7.8.1 Retresco GmbH Company Details 7.8.2 Retresco GmbH Business Overview 7.8.3 Retresco GmbH Natural Language Generation Software Introduction 7.8.4 Retresco GmbH Revenue in Natural Language Generation Software Business (2017-2022) 7.8.5 Retresco GmbH Recent Development 7.9 Artificial Solutions 7.9.1 Artificial Solutions Company Details 7.9.2 Artificial Solutions Business Overview 7.9.3 Artificial Solutions Natural Language Generation Software Introduction 7.9.4 Artificial Solutions Revenue in Natural Language Generation Software Business (2017-2022) 7.9.5 Artificial Solutions Recent Development 7.10 Phrasee 7.10.1 Phrasee Company Details 7.10.2 Phrasee Business Overview 7.10.3 Phrasee Natural Language Generation Software Introduction 7.10.4 Phrasee Revenue in Natural Language Generation Software Business (2017-2022) 7.10.5 Phrasee Recent Development 7.11 AX Semantics 7.11.1 AX Semantics Company Details 7.11.2 AX Semantics Business Overview 7.11.3 AX Semantics Natural Language Generation Software Introduction 7.11.4 AX Semantics Revenue in Natural Language Generation Software Business (2017-2022) 7.11.5 AX Semantics Recent Development 7.12 CoGenTex 7.12.1 CoGenTex Company Details 7.12.2 CoGenTex Business Overview 7.12.3 CoGenTex Natural Language Generation Software Introduction 7.12.4 CoGenTex Revenue in Natural Language Generation Software Business (2017-2022) 7.12.5 CoGenTex Recent Development 7.13 Phrasetech 7.13.1 Phrasetech Company Details 7.13.2 Phrasetech Business Overview 7.13.3 Phrasetech Natural Language Generation Software Introduction 7.13.4 Phrasetech Revenue in Natural Language Generation Software Business (2017-2022) 7.13.5 Phrasetech Recent Development 7.14 Conversica 7.14.1 Conversica Company Details 7.14.2 Conversica Business Overview 7.14.3 Conversica Natural Language Generation Software Introduction 7.14.4 Conversica Revenue in Natural Language Generation Software Business (2017-2022) 7.14.5 Conversica Recent Development 7.15 Wordsmith 7.15.1 Wordsmith Company Details 7.15.2 Wordsmith Business Overview 7.15.3 Wordsmith Natural Language Generation Software Introduction 7.15.4 Wordsmith Revenue in Natural Language Generation Software Business (2017-2022) 7.15.5 Wordsmith Recent Development 7.16 Google Cloud 7.16.1 Google Cloud Company Details 7.16.2 Google Cloud Business Overview 7.16.3 Google Cloud Natural Language Generation Software Introduction 7.16.4 Google Cloud Revenue in Natural Language Generation Software Business (2017-2022) 7.16.5 Google Cloud Recent Development 8 Research Findings and Conclusion 9 Appendix 9.1 Research Methodology 9.1.1 Methodology/Research Approach 9.1.2 Data Source 9.2 Author Details 9.3 Disclaimer

List of Tables Table 1. Natural Language Generation Software Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028) Table 2. Natural Language Generation Software Market Trends Table 3. Natural Language Generation Software Market Drivers Table 4. Natural Language Generation Software Market Challenges Table 5. Natural Language Generation Software Market Restraints Table 6. Global Natural Language Generation Software Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 7. United States Natural Language Generation Software Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 8. Global Natural Language Generation Software Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 9. United States Natural Language Generation Software Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 10. Top Natural Language Generation Software Companies in Global Market, Ranking by Revenue (2021) Table 11. Global Natural Language Generation Software Revenue by Player, (US$ Million), 2017-2022 Table 12. Global Natural Language Generation Software Revenue Share by Player, 2017-2022 Table 13. Global Natural Language Generation Software Companies Market Concentration Ratio (CR5 and HHI) Table 14. Global Natural Language Generation Software by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Generation Software as of 2021) Table 15. Top Players of Natural Language Generation Software in Global Market, Headquarters and Area Served Table 16. Companies Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Type Table 17. Date of International Companies Enter into Natural Language Generation Software Market Table 18. Companies Mergers & Acquisitions, Expansion Plans Table 19. Top Natural Language Generation Software Players in United States Market, Ranking by Revenue (2021) Table 20. United States Natural Language Generation Software Revenue by Players, (US$ Million), 2020, 2021 & 2022 Table 21. United States Natural Language Generation Software Revenue Share by Players, 2020, 2021 & 2022 Table 22. Global Natural Language Generation Software Market Size by Region (US$ Million): 2017 VS 2022 VS 2028 Table 23. Global Natural Language Generation Software Market Size by Region (2017-2022) & (US$ Million) Table 24. Global Natural Language Generation Software Market Size Forecast by Region (2023-2028) & (US$ Million) Table 25. North America Natural Language Generation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 26. Asia Pacific Natural Language Generation Software Sales in Value by Region (2017-2028) & (US$ Million) Table 27. Europe Natural Language Generation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 28. Latin Americaa Natural Language Generation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 29. Middle East and Africa Natural Language Generation Software Sales in Value by Country (2017-2028) & (US$ Million) Table 30. Arria NLG Company Details Table 31. Arria NLG Business Overview Table 32. Arria NLG Natural Language Generation Software Product Table 33. Arria NLG Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 34. Arria NLG Recent Development Table 35. Amazon Web Services Company Details Table 36. Amazon Web Services Business Overview Table 37. Amazon Web Services Natural Language Generation Software Product Table 38. Amazon Web Services Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 39. Amazon Web Services Recent Development Table 40. International Business Machines Corporation Company Details Table 41. International Business Machines Corporation Business Overview Table 42. International Business Machines Corporation Natural Language Generation Software Product Table 43. International Business Machines Corporation Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 44. International Business Machines Corporation Recent Development Table 45. Narrative Science Company Details Table 46. Narrative Science Business Overview Table 47. Narrative Science Natural Language Generation Software Product Table 48. Narrative Science Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 49. Narrative Science Recent Development Table 50. Automated Insights Company Details Table 51. Automated Insights Business Overview Table 52. Automated Insights Natural Language Generation Software Product Table 53. Automated Insights Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 54. Automated Insights Recent Development Table 55. Narrativa Company Details Table 56. Narrativa Business Overview Table 57. Narrativa Natural Language Generation Software Product Table 58. Narrativa Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 59. Narrativa Recent Development Table 60. Yseop Company Details Table 61. Yseop Business Overview Table 62. Yseop Natural Language Generation Software Product Table 63. Yseop Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 64. Yseop Recent Development Table 65. Retresco GmbH Company Details Table 66. Retresco GmbH Business Overview Table 67. Retresco GmbH Natural Language Generation Software Product Table 68. Retresco GmbH Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 69. Retresco GmbH Recent Development Table 70. Artificial Solutions Company Details Table 71. Artificial Solutions Business Overview Table 72. Artificial Solutions Natural Language Generation Software Product Table 73. Artificial Solutions Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 74. Artificial Solutions Recent Development Table 75. Phrasee Company Details Table 76. Phrasee Business Overview Table 77. Phrasee Natural Language Generation Software Product Table 78. Phrasee Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 79. Phrasee Recent Development Table 80. AX Semantics Company Details Table 81. AX Semantics Business Overview Table 82. AX Semantics Natural Language Generation Software Product Table 83. AX Semantics Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 84. AX Semantics Recent Development Table 85. CoGenTex Company Details Table 86. CoGenTex Business Overview Table 87. CoGenTex Natural Language Generation Software Product Table 88. CoGenTex Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 89. CoGenTex Recent Development Table 90. Phrasetech Company Details Table 91. Phrasetech Business Overview Table 92. Phrasetech Natural Language Generation Software Product Table 93. Phrasetech Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 94. Phrasetech Recent Development Table 95. Conversica Company Details Table 96. Conversica Business Overview Table 97. Conversica Natural Language Generation Software Product Table 98. Conversica Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 99. Conversica Recent Development Table 100. Wordsmith Company Details Table 101. Wordsmith Business Overview Table 102. Wordsmith Natural Language Generation Software Product Table 103. Wordsmith Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 104. Wordsmith Recent Development Table 105. Google Cloud Company Details Table 106. Google Cloud Business Overview Table 107. Google Cloud Natural Language Generation Software Product Table 108. Google Cloud Revenue in Natural Language Generation Software Business (2017-2022) & (US$ Million) Table 109. Google Cloud Recent Development Table 110. Research Programs/Design for This Report Table 111. Key Data Information from Secondary Sources Table 112. Key Data Information from Primary Sources List of Figures Figure 1. Natural Language Generation Software Product Picture Figure 2. Global Natural Language Generation Software Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 3. Global Natural Language Generation Software Market Size 2017-2028 (US$ Million) Figure 4. United States Natural Language Generation Software Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 5. United States Natural Language Generation Software Market Size 2017-2028 (US$ Million) Figure 6. United States Natural Language Generation Software Market Share in Global 2017-2028 Figure 7. Natural Language Generation Software Report Years Considered Figure 8. Product Picture of On premise Natural Language Generation Software Figure 9. Product Picture of Cloud-based Natural Language Generation Software Figure 10. Product Picture of Hybrid Natural Language Generation Software Figure 11. Global Natural Language Generation Software Market Share by Type in 2022 & 2028 Figure 12. Global Natural Language Generation Software Market Size by Type (2017-2028) & (US$ Million) Figure 13. Global Natural Language Generation Software Market Share by Type (2017-2028) Figure 14. United States Natural Language Generation Software Market Share by Type in 2022 & 2028 Figure 15. United States Natural Language Generation Software Market Size by Type (2017-2028) & (US$ Million) Figure 16. United States Natural Language Generation Software Market Share by Type (2017-2028) Figure 17. Product Picture of BFSI Figure 18. Product Picture of Retail Figure 19. Product Picture of E Commerce Figure 20. Product Picture of Defense Figure 21. Product Picture of Health Care Figure 22. Product Picture of Manufacturing Figure 23. Product Picture of Telecom and IT Figure 24. Product Picture of Media and Entertainment Figure 25. Product Picture of Energy and Utilities Figure 26. Product Picture of Others Figure 27. Global Natural Language Generation Software Market Share by Application in 2022 & 2028 Figure 28. Global Natural Language Generation Software Market Size by Application (2017-2028) & (US$ Million) Figure 29. Global Natural Language Generation Software Market Share by Application (2017-2028) Figure 30. United States Natural Language Generation Software Market Share by Application in 2022 & 2028 Figure 31. United States Natural Language Generation Software Market Size by Application (2017-2028) & (US$ Million) Figure 32. United States Natural Language Generation Software Market Share by Application (2017-2028) Figure 33. North America Natural Language Generation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 34. United States Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 35. Canada Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 36. Europe Natural Language Generation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 37. Germany Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 38. France Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 39. U.K. Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 40. Italy Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 41. Russia Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 42. Asia-Pacific Natural Language Generation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 43. China Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 44. Japan Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 45. South Korea Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 46. India Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 47. Australia Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 48. China Taiwan Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 49. Indonesia Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 50. Thailand Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 51. Malaysia Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 52. Latin America Natural Language Generation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 53. Mexico Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 54. Brazil Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 55. Argentina Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 56. Middle East & Africa Natural Language Generation Software Market Size Growth Rate 2017-2028 (US$ Million) Figure 57. Turkey Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 58. Saudi Arabia Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 59. UAE Natural Language Generation Software Market Size Growth Rate (2017-2028) & (US$ Million) Figure 60. Arria NLG Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 61. Amazon Web Services Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 62. International Business Machines Corporation Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 63. Narrative Science Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 64. Automated Insights Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 65. Narrativa Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 66. Yseop Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 67. Retresco GmbH Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 68. Artificial Solutions Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 69. Phrasee Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 70. AX Semantics Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 71. CoGenTex Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 72. Phrasetech Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 73. Conversica Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 74. Wordsmith Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 75. Google Cloud Revenue Growth Rate in Natural Language Generation Software Business (2017-2022) Figure 76. Bottom-up and Top-down Approaches for This Report Figure 77. Data Triangulation Figure 78. Key Executives Interviewed

Arria NLG Amazon Web Services International Business Machines Corporation Narrative Science Automated Insights Narrativa Yseop Retresco GmbH Artificial Solutions Phrasee AX Semantics CoGenTex Phrasetech Conversica Wordsmith Google Cloud