- Chapter 1. Executive Summary 28
- Chapter 2. Natural Language Processing (NLP) market – Type Analysis 31
- 2.1. Global Natural Language Processing (NLP) Market – Type Overview 31
- 2.2. Global Natural Language Processing (NLP) Market Share, by Type, 2018 & 2025 (USD Million) 31
- 2.3. Rule-based 33
- 2.3.1. Global Rule-based Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 33
- 2.4. Hybrid 34
- 2.4.1. Global Hybrid Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 34
- 2.5. Statistical 35
- 2.5.1. Global Statistical Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 35
- Chapter 3. Natural Language Processing (NLP) market – Service Analysis 35
- 3.1. Global Natural Language Processing (NLP) Market – Service Overview 35
- 3.2. Global Natural Language Processing (NLP) Market Share, by Service, 2018 & 2025 (USD Million) 36
- 3.3. Managed Service 37
- 3.3.1. Global Managed Service Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 37
- 3.4. Professional Service 38
- 3.4.1. Global Professional Service Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 38
- Chapter 4. Natural Language Processing (NLP) market – Deployment Model Analysis 38
- 4.1. Global Natural Language Processing (NLP) Market – Deployment Model Overview 38
- 4.2. Global Natural Language Processing (NLP) Market Share, by Deployment Model, 2018 & 2025 (USD Million) 39
- 4.3. On-Premise 40
- 4.3.1. Global On-Premise Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 40
- 4.4. Cloud 41
- 4.4.1. Global Cloud Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 41
- Chapter 5. Natural Language Processing (NLP) market – Application Analysis 41
- 5.1. Global Natural Language Processing (NLP) Market – Application Overview 41
- 5.2. Global Natural Language Processing (NLP) Market Share, by Application, 2018 & 2025 (USD Million) 42
- 5.3. Information Extraction 43
- 5.3.1. Global Information Extraction Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 43
- 5.4. Report Generation 44
- 5.4.1. Global Report Generation Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 44
- 5.5. Machine Translation 45
- 5.5.1. Global Machine Translation Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 45
- Chapter 6. Natural Language Processing (NLP) market – Technology Analysis 45
- 6.1. Global Natural Language Processing (NLP) Market – Technology Overview 45
- 6.2. Global Natural Language Processing (NLP) Market Share, by Technology, 2018 & 2025 (USD Million) 46
- 6.3. Interactive Voice Response (IVR) 47
- 6.3.1. Global Interactive Voice Response (IVR) Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 47
- 6.4. Autocoding 48
- 6.4.1. Global Autocoding Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 48
- 6.5. Optical Character Recognition (OCR) 49
- 6.5.1. Global Optical Character Recognition (OCR) Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 49
- 6.6. Speech Analytics 50
- 6.6.1. Global Speech Analytics Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 50
- 6.7. Pattern & Image Recognition 51
- 6.7.1. Global Pattern & Image Recognition Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 51
- 6.8. Classification & Categorization 52
- 6.8.1. Global Classification & Categorization Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 52
- 6.9. Text Analytics 53
- 6.9.1. Global Text Analytics Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 53
- Chapter 7. Natural Language Processing (NLP) market – End-User Analysis 53
- 7.1. Global Natural Language Processing (NLP) Market – End-User Overview 53
- 7.2. Global Natural Language Processing (NLP) Market Share, by End-User, 2018 & 2025 (USD Million) 54
- 7.3. Government 55
- 7.3.1. Global Government Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 55
- 7.4. Energy & Utilities 56
- 7.4.1. Global Energy & Utilities Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 56
- 7.5. Automotive 57
- 7.5.1. Global Automotive Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 57
- 7.6. BFSI (Banking, Financial Services and Insurance) 58
- 7.6.1. Global BFSI (Banking, Financial Services and Insurance) Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 58
- 7.7. IT & Telecommunication 59
- 7.7.1. Global IT & Telecommunication Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 59
- 7.8. Healthcare 60
- 7.8.1. Global Healthcare Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 60
- 7.9. Education 61
- 7.9.1. Global Education Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 61
- 7.10. Retail & Consumer Goods 62
- 7.10.1. Global Retail & Consumer Goods Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 62
- 7.11. Media & Entertainment 63
- 7.11.1. Global Media & Entertainment Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 63
- Chapter 8. Natural Language Processing (NLP) market – Regional Analysis 64
- 8.1. Global Natural Language Processing (NLP) Market Regional Overview 64
- 8.2. Global Natural Language Processing (NLP) Market Share, by Region, 2018 & 2025 (Value) 64
- 8.3. North America 66
- 8.3.1. North America Natural Language Processing (NLP) Market size and forecast, 2015-2027 66
- 8.3.2. North America Natural Language Processing (NLP) Market, by Country, 2018 & 2025 (USD Million) 66
- 8.3.3. North America Natural Language Processing (NLP) Market, by Type, 2015-2027 68
- 8.3.3.1. North America Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 68
- 8.3.4. North America Natural Language Processing (NLP) Market, by Service, 2015-2027 69
- 8.3.4.1. North America Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 69
- 8.3.5. North America Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 70
- 8.3.5.1. North America Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 70
- 8.3.6. North America Natural Language Processing (NLP) Market, by Application, 2015-2027 71
- 8.3.6.1. North America Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 71
- 8.3.7. North America Natural Language Processing (NLP) Market, by Technology, 2015-2027 72
- 8.3.7.1. North America Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 72
- 8.3.8. North America Natural Language Processing (NLP) Market, by End-User, 2015-2027 73
- 8.3.8.1. North America Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 73
- 8.3.9. U.S. 74
- 8.3.9.1. U.S. Market size and forecast, 2015-2027 (USD Million) 74
- 8.3.10. Canada 75
- 8.3.10.1. Canada Market size and forecast, 2015-2027 (USD Million) 75
- 8.3.11. Mexico 76
- 8.3.11.1. Mexico Market size and forecast, 2015-2027 (USD Million) 76
- 8.4. Europe 77
- 8.4.1. Europe Natural Language Processing (NLP) Market size and forecast, 2015-2027 77
- 8.4.2. Europe Natural Language Processing (NLP) Market, by Country, 2018 & 2025 (USD Million) 77
- 8.4.3. Europe Natural Language Processing (NLP) Market, by Type, 2015-2027 79
- 8.4.3.1. Europe Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 79
- 8.4.4. Europe Natural Language Processing (NLP) Market, by Service, 2015-2027 80
- 8.4.4.1. Europe Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 80
- 8.4.5. Europe Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 81
- 8.4.5.1. Europe Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 81
- 8.4.6. Europe Natural Language Processing (NLP) Market, by Application, 2015-2027 82
- 8.4.6.1. Europe Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 82
- 8.4.7. Europe Natural Language Processing (NLP) Market, by Technology, 2015-2027 83
- 8.4.7.1. Europe Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 83
- 8.4.8. Europe Natural Language Processing (NLP) Market, by End-User, 2015-2027 84
- 8.4.8.1. Europe Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 84
- 8.4.9. Germany 85
- 8.4.9.1. Germany Market size and forecast, 2015-2027 (USD Million) 85
- 8.4.10. France 86
- 8.4.10.1. France Market size and forecast, 2015-2027 (USD Million) 86
- 8.4.11. U.K. 87
- 8.4.11.1. U.K. Market size and forecast, 2015-2027 (USD Million) 87
- 8.4.12. Italy 88
- 8.4.12.1. Italy Market size and forecast, 2015-2027 (USD Million) 88
- 8.4.13. Spain 89
- 8.4.13.1. Spain Market size and forecast, 2015-2027 (USD Million) 89
- 8.4.14. Nordic Countries 90
- 8.4.14.1. Nordic Countries Market size and forecast, 2015-2027 (USD Million) 90
- 8.4.15. Benelux Union 91
- 8.4.15.1. Benelux Union Market size and forecast, 2015-2027 (USD Million) 91
- 8.4.16. Rest of Europe 92
- 8.4.16.1. Rest of Europe Market size and forecast, 2015-2027 (USD Million) 92
- 8.5. Asia Pacific 93
- 8.5.1. Asia Pacific Natural Language Processing (NLP) Market size and forecast, 2015-2027 93
- 8.5.2. Asia Pacific Natural Language Processing (NLP) Market, by Country, 2018 & 2025 (USD Million) 93
- 8.5.3. Asia Pacific Natural Language Processing (NLP) Market, by Type, 2015-2027 95
- 8.5.3.1. Asia Pacific Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 95
- 8.5.4. Asia Pacific Natural Language Processing (NLP) Market, by Service, 2015-2027 96
- 8.5.4.1. Asia Pacific Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 96
- 8.5.5. Asia Pacific Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 97
- 8.5.5.1. Asia Pacific Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 97
- 8.5.6. Asia Pacific Natural Language Processing (NLP) Market, by Application, 2015-2027 98
- 8.5.6.1. Asia Pacific Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 98
- 8.5.7. Asia Pacific Natural Language Processing (NLP) Market, by Technology, 2015-2027 99
- 8.5.7.1. Asia Pacific Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 99
- 8.5.8. Asia Pacific Natural Language Processing (NLP) Market, by End-User, 2015-2027 100
- 8.5.8.1. Asia Pacific Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 100
- 8.5.9. China 101
- 8.5.9.1. China Market size and forecast, 2015-2027 (USD Million) 101
- 8.5.10. Japan 102
- 8.5.10.1. Japan Market size and forecast, 2015-2027 (USD Million) 102
- 8.5.11. India 103
- 8.5.11.1. India Market size and forecast, 2015-2027 (USD Million) 103
- 8.5.12. New Zealand 104
- 8.5.12.1. New Zealand Market size and forecast, 2015-2027 (USD Million) 104
- 8.5.13. Australia 105
- 8.5.13.1. Australia Market size and forecast, 2015-2027 (USD Million) 105
- 8.5.14. South Korea 106
- 8.5.14.1. South Korea Market size and forecast, 2015-2027 (USD Million) 106
- 8.5.15. South-East Asia 107
- 8.5.15.1. South-East Asia Market size and forecast, 2015-2027 (USD Million) 107
- 8.5.16. Rest of Asia Pacific 108
- 8.5.16.1. Rest of Asia Pacific Market size and forecast, 2015-2027 (USD Million) 108
- 8.6. Latin America 109
- 8.6.1. Latin America Natural Language Processing (NLP) Market size and forecast, 2015-2027 109
- 8.6.2. Latin America Natural Language Processing (NLP) Market, by Country, 2018 & 2025 (USD Million) 109
- 8.6.3. Latin America Natural Language Processing (NLP) Market, by Type, 2015-2027 111
- 8.6.3.1. Latin America Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 111
- 8.6.4. Latin America Natural Language Processing (NLP) Market, by Service, 2015-2027 112
- 8.6.4.1. Latin America Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 112
- 8.6.5. Latin America Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 113
- 8.6.5.1. Latin America Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 113
- 8.6.6. Latin America Natural Language Processing (NLP) Market, by Application, 2015-2027 114
- 8.6.6.1. Latin America Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 114
- 8.6.7. Latin America Natural Language Processing (NLP) Market, by Technology, 2015-2027 115
- 8.6.7.1. Latin America Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 115
- 8.6.8. Latin America Natural Language Processing (NLP) Market, by End-User, 2015-2027 116
- 8.6.8.1. Latin America Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 116
- 8.6.9. Brazil 117
- 8.6.9.1. Brazil Market size and forecast, 2015-2027 (USD Million) 117
- 8.6.10. Argentina 118
- 8.6.10.1. Argentina Market size and forecast, 2015-2027 (USD Million) 118
- 8.6.11. Rest of Latin America 119
- 8.6.11.1. Rest of Latin America Market size and forecast, 2015-2027 (USD Million) 119
- 8.7. The Middle-East and Africa 120
- 8.7.1. The Middle-East and Africa Natural Language Processing (NLP) Market size and forecast, 2015-2027 120
- 8.7.2. The Middle-East and Africa Natural Language Processing (NLP) Market, by Country, 2018 & 2025 (USD Million) 120
- 8.7.3. The Middle-East and Africa Natural Language Processing (NLP) Market, by Type, 2015-2027 122
- 8.7.3.1. The Middle-East and Africa Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 122
- 8.7.4. The Middle-East and Africa Natural Language Processing (NLP) Market, by Service, 2015-2027 123
- 8.7.4.1. The Middle-East and Africa Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 123
- 8.7.5. The Middle-East and Africa Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 124
- 8.7.5.1. The Middle-East and Africa Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 124
- 8.7.6. The Middle-East and Africa Natural Language Processing (NLP) Market, by Application, 2015-2027 125
- 8.7.6.1. The Middle-East and Africa Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 125
- 8.7.7. The Middle-East and Africa Natural Language Processing (NLP) Market, by Technology, 2015-2027 126
- 8.7.7.1. The Middle-East and Africa Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 126
- 8.7.8. The Middle-East and Africa Natural Language Processing (NLP) Market, by End-User, 2015-2027 127
- 8.7.8.1. The Middle-East and Africa Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 127
- 8.7.9. Saudi Arabia 128
- 8.7.9.1. Saudi Arabia Market size and forecast, 2015-2027 (USD Million) 128
- 8.7.10. UAE 129
- 8.7.10.1. UAE Market size and forecast, 2015-2027 (USD Million) 129
- 8.7.11. Egypt 130
- 8.7.11.1. Egypt Market size and forecast, 2015-2027 (USD Million) 130
- 8.7.12. Kuwait 131
- 8.7.12.1. Kuwait Market size and forecast, 2015-2027 (USD Million) 131
- 8.7.13. South Africa 132
- 8.7.13.1. South Africa Market size and forecast, 2015-2027 (USD Million) 132
- 8.7.14. Rest of Middle-East Africa 133
- 8.7.14.1. Rest of Middle-East Africa Market size and forecast, 2015-2027 (USD Million) 133
- Chapter 9. Natural Language Processing (NLP) market – Competitive Landscape 134
- 9.1. Competitor Market Share – Revenue 134
- 9.2. Market Concentration Rate Analysis, Top 3 and Top 5 Players 136
- 9.3. Strategic Development 137
- 9.3.1. Acquisitions and Mergers 137
- 9.3.2. New Products 137
- 9.3.3. Research & Development Activities 137
- Chapter 10. Company Profiles 138
- 10.1. [24]7.ai Inc. 138
- 10.1.1. Company Overview 138
- 10.1.2. [24]7.ai Inc. Revenue and Gross Margin 138
- 10.1.3. Product portfolio 139
- 10.1.4. Recent initiatives 140
- 10.2. 3M 140
- 10.2.1. Company Overview 140
- 10.2.2. 3M Revenue and Gross Margin 140
- 10.2.3. Product portfolio 141
- 10.2.4. Recent initiatives 142
- 10.3. Abe AI Inc. 142
- 10.3.1. Company Overview 142
- 10.3.2. Abe AI Inc. Revenue and Gross Margin 142
- 10.3.3. Product portfolio 143
- 10.3.4. Recent initiatives 144
- 10.4. Amazon Web Services Inc. 144
- 10.4.1. Company Overview 144
- 10.4.2. Amazon Web Services Inc. Revenue and Gross Margin 144
- 10.4.3. Product portfolio 145
- 10.4.4. Recent initiatives 146
- 10.5. Apple Inc. 146
- 10.5.1. Company Overview 146
- 10.5.2. Apple Inc. Revenue and Gross Margin 146
- 10.5.3. Product portfolio 147
- 10.5.4. Recent initiatives 148
- 10.6. Aylien Ltd. 148
- 10.6.1. Company Overview 148
- 10.6.2. Aylien Ltd. Revenue and Gross Margin 148
- 10.6.3. Product portfolio 149
- 10.6.4. Recent initiatives 150
- 10.7. Cortical.io 150
- 10.7.1. Company Overview 150
- 10.7.2. Cortical.io Revenue and Gross Margin 150
- 10.7.3. Product portfolio 151
- 10.7.4. Recent initiatives 152
- 10.8. DigitalGenius 152
- 10.8.1. Company Overview 152
- 10.8.2. DigitalGenius Revenue and Gross Margin 152
- 10.8.3. Product portfolio 153
- 10.8.4. Recent initiatives 154
- 10.9. Dolbey 154
- 10.9.1. Company Overview 154
- 10.9.2. Dolbey Revenue and Gross Margin 154
- 10.9.3. Product portfolio 155
- 10.9.4. Recent initiatives 156
- 10.10. Expert System S.p.A. 156
- 10.10.1. Company Overview 156
- 10.10.2. Expert System S.p.A. Revenue and Gross Margin 156
- 10.10.3. Product portfolio 157
- 10.10.4. Recent initiatives 158
- 10.11. Explosion AI (spaCy) 158
- 10.11.1. Company Overview 158
- 10.11.2. Explosion AI (spaCy) Revenue and Gross Margin 158
- 10.11.3. Product portfolio 159
- 10.11.4. Recent initiatives 160
- 10.12. Flamingo.ai 160
- 10.12.1. Company Overview 160
- 10.12.2. Flamingo.ai Revenue and Gross Margin 160
- 10.12.3. Product portfolio 161
- 10.12.4. Recent initiatives 162
- 10.13. Google 162
- 10.13.1. Company Overview 162
- 10.13.2. Google Revenue and Gross Margin 162
- 10.13.3. Product portfolio 163
- 10.13.4. Recent initiatives 164
- 10.14. Hewlett Packard Enterprise Development LP 164
- 10.14.1. Company Overview 164
- 10.14.2. Hewlett Packard Enterprise Development LP Revenue and Gross Margin 164
- 10.14.3. Product portfolio 165
- 10.14.4. Recent initiatives 166
- 10.15. HK Smartmv Limited 166
- 10.15.1. Company Overview 166
- 10.15.2. HK Smartmv Limited Revenue and Gross Margin 166
- 10.15.3. Product portfolio 167
- 10.15.4. Recent initiatives 168
- 10.16. IBM 168
- 10.16.1. Company Overview 168
- 10.16.2. IBM Revenue and Gross Margin 168
- 10.16.3. Product portfolio 169
- 10.16.4. Recent initiatives 170
- 10.17. Lexalytics 170
- 10.17.1. Company Overview 170
- 10.17.2. Lexalytics Revenue and Gross Margin 170
- 10.17.3. Product portfolio 171
- 10.17.4. Recent initiatives 172
- 10.18. Microsoft 172
- 10.18.1. Company Overview 172
- 10.18.2. Microsoft Revenue and Gross Margin 172
- 10.18.3. Product portfolio 173
- 10.18.4. Recent initiatives 174
- 10.19. MonkeyLearn Inc. 174
- 10.19.1. Company Overview 174
- 10.19.2. MonkeyLearn Inc. Revenue and Gross Margin 174
- 10.19.3. Product portfolio 175
- 10.19.4. Recent initiatives 176
- 10.20. NetBase Solutions Inc. 176
- 10.20.1. Company Overview 176
- 10.20.2. NetBase Solutions Inc. Revenue and Gross Margin 176
- 10.20.3. Product portfolio 177
- 10.20.4. Recent initiatives 178
- 10.21. SAS Institute Inc. 178
- 10.21.1. Company Overview 178
- 10.21.2. SAS Institute Inc. Revenue and Gross Margin 178
- 10.21.3. Product portfolio 179
- 10.21.4. Recent initiatives 180
- 10.22. SoundHound Inc. 180
- 10.22.1. Company Overview 180
- 10.22.2. SoundHound Inc. Revenue and Gross Margin 180
- 10.22.3. Product portfolio 181
- 10.22.4. Recent initiatives 182
- 10.23. TextRazor Ltd. 182
- 10.23.1. Company Overview 182
- 10.23.2. TextRazor Ltd. Revenue and Gross Margin 182
- 10.23.3. Product portfolio 183
- 10.23.4. Recent initiatives 184
- 10.24. Verint 184
- 10.24.1. Company Overview 184
- 10.24.2. Verint Revenue and Gross Margin 184
- 10.24.3. Product portfolio 185
- 10.24.4. Recent initiatives 186
- Chapter 11. Natural Language Processing (NLP) — Industry Analysis 187
- 11.1. Natural Language Processing (NLP) Market – Key Trends 187
- 11.1.1. Market Drivers 188
- 11.1.2. Market Restraints 188
- 11.1.3. Market Opportunities 189
- 11.2. Value Chain Analysis 190
- 11.3. Technology Roadmap and Timeline 191
- 11.4. Natural Language Processing (NLP) Market – Attractiveness Analysis 192
- 11.4.1. By Type 192
- 11.4.2. By Service 192
- 11.4.3. By Deployment Model 193
- 11.4.4. By Application 194
- 11.4.5. By Technology 194
- 11.4.6. By End-User 195
- 11.4.7. By Region 197
- Chapter 12. Marketing Strategy Analysis, Distributors 198
- 12.1. Marketing Channel 198
- 12.2. Direct Marketing 199
- 12.3. Indirect Marketing 199
- 12.4. Marketing Channel Development Trend 199
- 12.5. Economic/Political Environmental Change 200
- Chapter 13. Report Conclusion 201
- Chapter 14. Research Approach & Methodology 202
- 14.1. Report Description 202
- 14.2. Research Scope 203
- 14.3. Research Methodology 203
- 14.3.1. Secondary Research 204
- 14.3.2. Primary Research 205
- 14.3.3. Models 206
- 14.3.3.1. Company Share Analysis Model 206
- 14.3.3.2. Revenue Based Modeling 207
- 14.3.3.3. Research Limitations 207
List of Figures
FIG. 1 Global Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 33
FIG. 2 Global Natural Language Processing (NLP) Market Share, by Type, 2018 & 2025 (USD Million) 34
FIG. 3 Global Rule-based Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 36
FIG. 4 Global Hybrid Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 37
FIG. 5 Global Statistical Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 38
FIG. 6 Global Natural Language Processing (NLP) Market Share, by Service, 2018 & 2025 (USD Million) 39
FIG. 7 Global Managed Service Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 40
FIG. 8 Global Professional Service Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 41
FIG. 9 Global Natural Language Processing (NLP) Market Share, by Deployment Model, 2018 & 2025 (USD Million) 42
FIG. 10 Global On-Premise Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 43
FIG. 11 Global Cloud Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 44
FIG. 12 Global Natural Language Processing (NLP) Market Share, by Application, 2018 & 2025 (USD Million) 45
FIG. 13 Global Information Extraction Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 46
FIG. 14 Global Report Generation Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 47
FIG. 15 Global Machine Translation Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 48
FIG. 16 Global Natural Language Processing (NLP) Market Share, by Technology, 2018 & 2025 (USD Million) 49
FIG. 17 Global Interactive Voice Response (IVR) Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 50
FIG. 18 Global Autocoding Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 51
FIG. 19 Global Optical Character Recognition (OCR) Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 52
FIG. 20 Global Speech Analytics Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 53
FIG. 21 Global Pattern & Image Recognition Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 54
FIG. 22 Global Classification & Categorization Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 55
FIG. 23 Global Text Analytics Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 56
FIG. 24 Global Natural Language Processing (NLP) Market Share, by End-User, 2018 & 2025 (USD Million) 57
FIG. 25 Global Government Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 58
FIG. 26 Global Energy & Utilities Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 59
FIG. 27 Global Automotive Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 60
FIG. 28 Global BFSI (Banking, Financial Services and Insurance) Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 61
FIG. 29 Global IT & Telecommunication Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 62
FIG. 30 Global Healthcare Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 63
FIG. 31 Global Education Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 64
FIG. 32 Global Retail & Consumer Goods Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 65
FIG. 33 Global Media & Entertainment Natural Language Processing (NLP) Market, 2015-2027 (USD Million) 66
FIG. 34 Global Natural Language Processing (NLP) Market Share, by Region, 2018 & 2025 67
FIG. 35 North America Natural Language Processing (NLP) Market, 2015-2027 69
FIG. 36 U.S. Natural Language Processing (NLP) Market, 2015-2027 77
FIG. 37 Canada Natural Language Processing (NLP) Market, 2015-2027 78
FIG. 38 Mexico Natural Language Processing (NLP) Market, 2015-2027 79
FIG. 39 Europe Natural Language Processing (NLP) Market, 2015-2027 80
FIG. 40 Germany Natural Language Processing (NLP) Market, 2015-2027 88
FIG. 41 France Natural Language Processing (NLP) Market, 2015-2027 89
FIG. 42 U.K. Natural Language Processing (NLP) Market, 2015-2027 90
FIG. 43 Italy Natural Language Processing (NLP) Market, 2015-2027 91
FIG. 44 Spain Natural Language Processing (NLP) Market, 2015-2027 92
FIG. 45 Nordic Countries Natural Language Processing (NLP) Market, 2015-2027 93
FIG. 46 Benelux Union Natural Language Processing (NLP) Market, 2015-2027 94
FIG. 47 Rest of Europe Natural Language Processing (NLP) Market, 2015-2027 95
FIG. 48 Asia Pacific Natural Language Processing (NLP) Market, 2015-2027 96
FIG. 49 China Natural Language Processing (NLP) Market, 2015-2027 104
FIG. 50 Japan Natural Language Processing (NLP) Market, 2015-2027 105
FIG. 51 India Natural Language Processing (NLP) Market, 2015-2027 106
FIG. 52 New Zealand Natural Language Processing (NLP) Market, 2015-2027 107
FIG. 53 Australia Natural Language Processing (NLP) Market, 2015-2027 108
FIG. 54 South Korea Natural Language Processing (NLP) Market, 2015-2027 109
FIG. 55 South-East Asia Natural Language Processing (NLP) Market, 2015-2027 110
FIG. 56 Rest of Asia Pacific Natural Language Processing (NLP) Market, 2015-2027 111
FIG. 57 Latin America Natural Language Processing (NLP) Market, 2015-2027 112
FIG. 58 Brazil Natural Language Processing (NLP) Market, 2015-2027 120
FIG. 59 Argentina Natural Language Processing (NLP) Market, 2015-2027 121
FIG. 60 Rest of Latin America Natural Language Processing (NLP) Market, 2015-2027 122
FIG. 61 The Middle-East and Africa Natural Language Processing (NLP) Market, 2015-2027 123
FIG. 62 Saudi Arabia Natural Language Processing (NLP) Market, 2015-2027 131
FIG. 63 UAE Natural Language Processing (NLP) Market, 2015-2027 132
FIG. 64 Egypt Natural Language Processing (NLP) Market, 2015-2027 133
FIG. 65 Kuwait Natural Language Processing (NLP) Market, 2015-2027 134
FIG. 66 South Africa Natural Language Processing (NLP) Market, 2015-2027 135
FIG. 67 Rest of Middle-East Africa Natural Language Processing (NLP) Market, 2015-2027 136
FIG. 68 Competitor Market Share – Revenue 137
FIG. 69 [24]7.ai Inc. Revenue and Growth Rate 142
FIG. 70 [24]7.ai Inc. Market Share 142
FIG. 71 3M Revenue and Growth Rate 144
FIG. 72 3M Market Share 144
FIG. 73 Abe AI Inc. Revenue and Growth Rate 146
FIG. 74 Abe AI Inc. Market Share 146
FIG. 75 Amazon Web Services Inc. Revenue and Growth Rate 148
FIG. 76 Amazon Web Services Inc. Market Share 148
FIG. 77 Apple Inc. Revenue and Growth Rate 150
FIG. 78 Apple Inc. Market Share 150
FIG. 79 Aylien Ltd. Revenue and Growth Rate 152
FIG. 80 Aylien Ltd. Market Share 152
FIG. 81 Cortical.io Revenue and Growth Rate 154
FIG. 82 Cortical.io Market Share 154
FIG. 83 DigitalGenius Revenue and Growth Rate 156
FIG. 84 DigitalGenius Market Share 156
FIG. 85 Dolbey Revenue and Growth Rate 158
FIG. 86 Dolbey Market Share 158
FIG. 87 Expert System S.p.A. Revenue and Growth Rate 160
FIG. 88 Expert System S.p.A. Market Share 160
FIG. 89 Explosion AI (spaCy) Revenue and Growth Rate 162
FIG. 90 Explosion AI (spaCy) Market Share 162
FIG. 91 Flamingo.ai Revenue and Growth Rate 164
FIG. 92 Flamingo.ai Market Share 164
FIG. 93 Google Revenue and Growth Rate 166
FIG. 94 Google Market Share 166
FIG. 95 Hewlett Packard Enterprise Development LP Revenue and Growth Rate 168
FIG. 96 Hewlett Packard Enterprise Development LP Market Share 168
FIG. 97 HK Smartmv Limited Revenue and Growth Rate 170
FIG. 98 HK Smartmv Limited Market Share 170
FIG. 99 IBM Revenue and Growth Rate 172
FIG. 100 IBM Market Share 172
FIG. 101 Lexalytics Revenue and Growth Rate 174
FIG. 102 Lexalytics Market Share 174
FIG. 103 Microsoft Revenue and Growth Rate 176
FIG. 104 Microsoft Market Share 176
FIG. 105 MonkeyLearn Inc. Revenue and Growth Rate 178
FIG. 106 MonkeyLearn Inc. Market Share 178
FIG. 107 NetBase Solutions Inc. Revenue and Growth Rate 180
FIG. 108 NetBase Solutions Inc. Market Share 180
FIG. 109 SAS Institute Inc. Revenue and Growth Rate 182
FIG. 110 SAS Institute Inc. Market Share 182
FIG. 111 SoundHound Inc. Revenue and Growth Rate 184
FIG. 112 SoundHound Inc. Market Share 184
FIG. 113 TextRazor Ltd. Revenue and Growth Rate 186
FIG. 114 TextRazor Ltd. Market Share 186
FIG. 115 Verint Revenue and Growth Rate 188
FIG. 116 Verint Market Share 188
FIG. 117 Market Dynamics 190
FIG. 118 Global Natural Language Processing (NLP) – Value Chain Analysis 193
FIG. 119 Technology Roadmap and Timeline 194
FIG. 120 Market Attractiveness Analysis – By Type 195
FIG. 121 Market Attractiveness Analysis – By Service 196
FIG. 122 Market Attractiveness Analysis – By Deployment Model 196
FIG. 123 Market Attractiveness Analysis – By Application 197
FIG. 124 Market Attractiveness Analysis – By Technology 198
FIG. 125 Market Attractiveness Analysis – By End-User 198
FIG. 126 Market Attractiveness Analysis – By Region 200
FIG. 127 Market Channel 201
FIG. 128 Marketing Channel Development Trend 202
FIG. 129 Growth in World Gross Product, 2008-2018 203
List of Tables
TABLE 1 Global Natural Language Processing (NLP) Market, 2018 & 2025 (USD Million) 32
TABLE 2 Global Natural Language Processing (NLP) market, by Type, 2015-2027 (USD Million) 35
TABLE 3 Global Natural Language Processing (NLP) market, by Service, 2015-2027 (USD Million) 40
TABLE 4 Global Natural Language Processing (NLP) market, by Deployment Model, 2015-2027 (USD Million) 43
TABLE 5 Global Natural Language Processing (NLP) market, by Application, 2015-2027 (USD Million) 46
TABLE 6 Global Natural Language Processing (NLP) market, by Technology, 2015-2027 (USD Million) 50
TABLE 7 Global Natural Language Processing (NLP) market, by End-User, 2015-2027 (USD Million) 58
TABLE 8 Global Natural Language Processing (NLP) market, by Region, 2015-2027 (USD Million) 68
TABLE 9 North America Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 72
TABLE 10 North America Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 73
TABLE 11 North America Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 74
TABLE 12 North America Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 75
TABLE 13 North America Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 76
TABLE 14 North America Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 77
TABLE 15 Europe Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 83
TABLE 16 Europe Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 84
TABLE 17 Europe Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 85
TABLE 18 Europe Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 86
TABLE 19 Europe Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 87
TABLE 20 Europe Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 88
TABLE 21 Asia Pacific Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 99
TABLE 22 Asia Pacific Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 100
TABLE 23 Asia Pacific Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 101
TABLE 24 Asia Pacific Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 102
TABLE 25 Asia Pacific Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 103
TABLE 26 Asia Pacific Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 104
TABLE 27 Latin America Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 115
TABLE 28 Latin America Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 116
TABLE 29 Latin America Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 117
TABLE 30 Latin America Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 118
TABLE 31 Latin America Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 119
TABLE 32 Latin America Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 120
TABLE 33 The Middle-East and Africa Natural Language Processing (NLP) Market, by Type, 2015-2027 (USD Million) 126
TABLE 34 The Middle-East and Africa Natural Language Processing (NLP) Market, by Service, 2015-2027 (USD Million) 127
TABLE 35 The Middle-East and Africa Natural Language Processing (NLP) Market, by Deployment Model, 2015-2027 (USD Million) 128
TABLE 36 The Middle-East and Africa Natural Language Processing (NLP) Market, by Application, 2015-2027 (USD Million) 129
TABLE 37 The Middle-East and Africa Natural Language Processing (NLP) Market, by Technology, 2015-2027 (USD Million) 130
TABLE 38 The Middle-East and Africa Natural Language Processing (NLP) Market, by End-User, 2015-2027 (USD Million) 131
TABLE 39 Global Natural Language Processing (NLP) Market - Company Revenue Analysis 2015-2018 (USD Million) 138
TABLE 40 Global Natural Language Processing (NLP) Market - Company Revenue Share Analysis 2015-2018(%) 140
TABLE 41 Acquisitions and Mergers 141
TABLE 42 New Product/Service Launch 141
TABLE 43 Research & Development Activities 141
TABLE 44 Market Drivers 192
TABLE 45 Market Restraints 192
TABLE 46 Market Opportunities 193