Natural Language Processing Market was valued at US$ 13.93 Bn in 2021 and is expected to reach US$ 64.43 Bn by 2029, at a CAGR of 21.10% during a forecast period. The report includes the analysis of impact of COVID-19 lock-down on the revenue of market leaders, followers, and disrupters. Since lock down was implemented differently in different regions and countries, impact of same is also different by regions and segments. The report has covered the current short term and long term impact on the market, same will help decision makers to prepare the outline for short term and long term strategies for companies by region.To know about the Research Methodology:-Request Free Sample Report Major factors contributing to the growth of the global Natural Language Processing market are growth in smart device usage, demand for improved customer experience, and potential growth in machine-to-machine technology. Based on technology segment, the collaborative speech reply technology is projected to dominate the global natural language processing market. While optical character recognition and pattern image recognition technologies are estimated to grow at the highest rate during the forecast period. Also, speech analytics is fast impetus and is growing with a high CAGR in the technology segment of the overall market. This is owing to the high demand for voice recognition and speech processing systems.
Natural Language Processing Market Dynamics:
On the basis of service segment, professional services segment is predicted to grow at the highest CAGR, this is owing to the fact that organizations are looking for global Natural Language Processing solutions along with installation, maintenance, and consulting services in the market. On the basis of deployment model segment, Organizations are fast deploying Natural Language Processing solutions either on-premises or on-cloud. The increasing demand of removing and forming structured data sets from clusters of unstructured data online is driving the development of the on-demand deployment model in the global Natural Language Processing market. Its progress is exactly high in enterprises, where low-cost solutions are much required. In terms of region, North America is projected to have the largest market share in 2029. Owing to the attendance of a large number of vendors. MEA offers potential growth openings for the global natural language processing market to grow. The key factors powerful the development rate in this market is growing data generation in business organizations across the globe, growing request for improved customer experience, and growth in the implementation and usefulness of smart devices. The study report offers booklovers a clear and independent outlook of the global natural language processing market and highlights the important driving and restraining factors along with the opportunities and threats that lie ahead. The various market dynamics have been carefully examined to give clients a clear idea on the tactical moves of their rivals. The structure and scope of the global natural language processing market have been travelled and forecasts based on past and current trends have been provided. The objective of the report is to present a comprehensive assessment of the market and contains thoughtful insights, facts, historical data, industry-validated market data and projections with a suitable set of assumptions and methodology. The report also helps in understanding Natural Language Processing Market dynamics, structure by identifying and analyzing the market segments and project the global market size. Further, the report also focuses on the competitive analysis of key players by product, price, financial position, product portfolio, growth strategies, and regional presence. The report also provides PEST analysis, PORTER’s analysis, SWOT analysis to address the question of shareholders to prioritizing the efforts and investment in the near future to the emerging segment in Natural Language Processing Market.Natural Language Processing Market, Key Highlights:
• Global Natural Language Processing Market analysis and forecast, in terms of value. • Comprehensive study and analysis of market drivers, restraints and opportunities influencing the growth of the Global Natural Language Processing Market • Global Natural Language Processing Market segmentation on the basis of type, source, end-user, and region (country-wise) has been provided. • Global Natural Language Processing Market strategic analysis with respect to individual growth trends, future prospects along with the contribution of various sub-market stakeholders have been considered under the scope of study. • Global Natural Language Processing Market analysis and forecast for five major regions namely North America, Europe, Asia Pacific, the Middle East & Africa (MEA) and Latin America along with country-wise segmentation. • Profiles of key industry players, their strategic perspective, market positioning and analysis of core competencies are further profiled. • Competitive developments, investments, strategic expansion and competitive landscape of the key players operating in the Global Natural Language Processing Market are also profiled. The report has considered the base year of 2017 and past four years trend. 2021 figures are at actuals, however due to different dynamics of year 2021, market forecast is not only dependent upon 2021, but on the basis of 2017-2021.Natural Language Processing Market Scope: Inquire before buying
Global Natural Language Processing Market Report Coverage Details Base Year: 2021 Forecast Period: 2022-2029 Historical Data: 2017 to 2021 Market Size in 2021: US$ 13.93 Bn. Forecast Period 2022 to 2029 CAGR: 21.1% Market Size in 2029: US$ 64.43 Bn. Segments Covered: by Type • Rule-Based • Statistical • Hybrid by Technology • Interactive Voice Response • Optical Character Recognition • Pattern and Image Recognition • Autocoding • Classification and Categorization • Text Analytics • Speech Analytics by Service • Professional Services • Support and Maintenance Services by Deployment Model • On-Premise • On-Demand by Application • Machine Translation • Information Extraction • Report Generation • Question Answering • Text Processing by Industry Verticals • BFSI • Automotive • Healthcare and Life Sciences • Retail and Consumer Goods • Research and Education • High-Tech and Electronics • Media and Entertainment • Government • Others Natural Language Processing Market, by Region
• North America • Europe • Asia Pacific • Middle East & Africa • South AmericaNatural Language Processing Market Key Players:
• Apple Incorporation • Dolbey Systems • Google • Hewlett-Packard Enterprise Company • International Business Machine Corporation • Microsoft Corporation • Netbase Solutions • SAS Instituite, Inc. • Verint System • IBM Corporation • 3M Co. • Apple Inc. • Nuance Communications Inc. • SparkCognition • Salesforce.com Inc. • Inbenta Technologies Inc • AWS • Facebook • Intel • Baidu Frequently Asked Questions: 1. Which region has the largest share in Global Natural Language Processing Market? Ans: North America region held the highest share in 2021. 2. What is the growth rate of Global Natural Language Processing Market? Ans: The Global Natural Language Processing Market is expected to grow at a CAGR of 21.10% during forecasting period 2022-2029. 3. What is scope of the Global Natural Language Processing market report? Ans: Global Natural Language Processing Market report helps with the PESTEL, PORTER, COVID-19 Impact analysis, Recommendations for Investors & Leaders, and market estimation of the forecast period. 4. Who are the key players in Global Natural Language Processing market? Ans: The important key players in the Global Natural Language Processing Market are Apple Incorporation, Dolbey Systems, Google, Hewlett-Packard Enterprise Company, International Business Machine Corporation, Microsoft Corporation, Netbase Solutions, SAS Instituite, Inc., Verint System, IBM Corporation, 3M Co., and Apple Inc. 5. What is the study period of this market? Ans: The Global Natural Language Processing Market is studied from 2021 to 2029.
1. Preface 1.1. Report Scope and Market Segmentation 1.2. Research Highlights 1.3. Research Objectives 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations 2.3. Research Methodology 2.3.1. Secondary Research 2.3.1.1. Secondary data 2.3.1.2. Secondary Sources 2.3.2. Primary Research 2.3.2.1. Data from Primary Sources 2.3.2.2. Breakdown of Primary Sources 3. Executive Summary : Global Natural Language Processing MarketSize, by Market Value (US$ Bn) 4. Market Overview 4.1. Introduction 4.2. Market Indicator 4.2.1. Drivers 4.2.2. Restraints 4.2.3. Opportunities 4.2.4. Challenges 4.3. Porter’s Analysis 4.4. Value Chain Analysis 4.5. Market Risk Analysis 4.6. SWOT Analysis 4.7. Industry Trends in Global Natural Language Processing Market 4.8. Patent Registration 5. Supply Side and Demand Side Indicators 6. Global Natural Language Processing Market Analysis and Forecast 6.1. Global Natural Language Processing Market Size & Y-o-Y Growth Analysis 6.1.1. North America 6.1.2. Europe 6.1.3. Asia Pacific 6.1.4. Middle East & Africa 6.1.5. South America 7. Global Natural Language Processing Market Analysis and Forecast, by Type 7.1. Introduction and Definition 7.2. Key Findings 7.3. Global Natural Language Processing Market Value Share Analysis, by Type 7.4. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Type 7.5. Global Natural Language Processing Market Analysis, by Type 7.6. Global Natural Language Processing Market Attractiveness Analysis, by Type 8. Global Natural Language Processing Market Analysis and Forecast, by Technology 8.1. Introduction and Definition 8.2. Key Findings 8.3. Global Natural Language Processing Market Value Share Analysis, by Technology 8.4. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Technology 8.5. Global Natural Language Processing Market Analysis, by Technology 8.6. Global Natural Language Processing Market Attractiveness Analysis, by Technology 9. Global Natural Language Processing Market Analysis and Forecast, by Service 9.1. Introduction and Definition 9.2. Key Findings 9.3. Global Natural Language Processing Market Value Share Analysis, by Service 9.4. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Service 9.5. Global Natural Language Processing Market Analysis, by Service 9.6. Global Natural Language Processing Market Attractiveness Analysis, by Service 10. Global Natural Language Processing Market Analysis and Forecast, by Deployment Model 10.1. Introduction and Definition 10.2. Key Findings 10.3. Global Natural Language Processing Market Value Share Analysis, by Deployment Model 10.4. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Deployment Model 10.5. Global Natural Language Processing Market Analysis, by Deployment Model 10.6. Global Natural Language Processing Market Attractiveness Analysis, by Deployment Model 11. Global Natural Language Processing Market Analysis and Forecast, by Application 11.1. Introduction and Definition 11.2. Key Findings 11.3. Global Natural Language Processing Market Value Share Analysis, by Application 11.4. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Application 11.5. Global Natural Language Processing Market Analysis, by Application 11.6. Global Natural Language Processing Market Attractiveness Analysis, by Application 12. Global Natural Language Processing Market Analysis and Forecast, by Industry Verticals 12.1. Introduction and Definition 12.2. Key Findings 12.3. Global Natural Language Processing Market Value Share Analysis, by Industry Verticals 12.4. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Industry Verticals 12.5. Global Natural Language Processing Market Analysis, by Industry Verticals 12.6. Global Natural Language Processing Market Attractiveness Analysis, by Industry Verticals 13. Global Natural Language Processing Market Analysis, by Region 13.1. Global Natural Language Processing Market Value Share Analysis, by Region 13.2. Global Natural Language Processing Market Size (US$ Bn) Forecast, by Region 13.3. Global Natural Language Processing Market Attractiveness Analysis, by Region 14. North America Natural Language Processing Market Analysis 14.1. Key Findings 14.2. North America Natural Language Processing Market Overview 14.3. North America Natural Language Processing Market Value Share Analysis, by Type 14.4. North America Natural Language Processing Market Forecast, by Type 14.4.1. Rule-Based 14.4.2. Statistical 14.4.3. Hybrid 14.5. North America Natural Language Processing Market Value Share Analysis, by Technology 14.6. North America Natural Language Processing Market Forecast, by Technology 14.6.1. Interactive Voice Response 14.6.2. Optical Character Recognition 14.6.3. Pattern and Image Recognition 14.6.4. Autocoding 14.6.5. Classification and Categorization 14.6.6. Text Analytics 14.6.7. Speech Analytics 14.7. North America Natural Language Processing Market Value Share Analysis, by Service 14.8. North America Natural Language Processing Market Forecast, by Service 14.8.1. Professional Services 14.8.2. Support and Maintenance Services 14.9. North America Natural Language Processing Market Value Share Analysis, by Deployment Model 14.10. North America Natural Language Processing Market Forecast, by Deployment Model 14.10.1. On-Premise 14.10.2. On-Demand 14.11. North America Natural Language Processing Market Value Share Analysis, by Application 14.12. North America Natural Language Processing Market Forecast, by Application 14.12.1. Machine Translation 14.12.2. Information Extraction 14.12.3. Report Generation 14.12.4. Question Answering 14.12.5. Text Processing 14.13. North America Natural Language Processing Market Value Share Analysis, by Industry Verticals 14.14. North America Natural Language Processing Market Forecast, by Industry Verticals 14.14.1. BFSI 14.14.2. Automotive 14.14.3. Healthcare and Life Sciences 14.14.4. Retail and Consumer Goods 14.14.5. Research and Education 14.14.6. High-Tech and Electronics 14.14.7. Media and Entertainment 14.14.8. Government 14.14.9. Others 14.15. North America Natural Language Processing Market Value Share Analysis, by Country 14.16. North America Natural Language Processing Market Forecast, by Country 14.16.1. U.S. 14.16.2. Canada 14.17. North America Natural Language Processing Market Analysis, by Country 14.18. U.S. Natural Language Processing Market Forecast, by Type 14.18.1. Rule-Based 14.18.2. Statistical 14.18.3. Hybrid 14.19. U.S. Natural Language Processing Market Forecast, by Technology 14.19.1. Interactive Voice Response 14.19.2. Optical Character Recognition 14.19.3. Pattern and Image Recognition 14.19.4. Autocoding 14.19.5. Classification and Categorization 14.19.6. Text Analytics 14.19.7. Speech Analytics 14.20. U.S. Natural Language Processing Market Forecast, by Service 14.20.1. Professional Services 14.20.2. Support and Maintenance Services 14.21. U.S. Natural Language Processing Market Forecast, by Deployment Model 14.21.1. On-Premise 14.21.2. On-Demand 14.22. U.S. Natural Language Processing Market Forecast, by Application 14.22.1. Machine Translation 14.22.2. Information Extraction 14.22.3. Report Generation 14.22.4. Question Answering 14.22.5. Text Processing 14.23. U.S. Natural Language Processing Market Forecast, by Industry Verticals 14.23.1. BFSI 14.23.2. Automotive 14.23.3. Healthcare and Life Sciences 14.23.4. Retail and Consumer Goods 14.23.5. Research and Education 14.23.6. High-Tech and Electronics 14.23.7. Media and Entertainment 14.23.8. Government 14.23.9. Others 14.24. Canada Natural Language Processing Market Forecast, by Type 14.24.1. Rule-Based 14.24.2. Statistical 14.24.3. Hybrid 14.25. Canada Natural Language Processing Market Forecast, by Technology 14.25.1. Interactive Voice Response 14.25.2. Optical Character Recognition 14.25.3. Pattern and Image Recognition 14.25.4. Autocoding 14.25.5. Classification and Categorization 14.25.6. Text Analytics 14.25.7. Speech Analytics 14.26. Canada Natural Language Processing Market Forecast, by Service 14.26.1. Professional Services 14.26.2. Support and Maintenance Services 14.27. Canada Natural Language Processing Market Forecast, by Deployment Model 14.27.1. On-Premise 14.27.2. On-Demand 14.28. Canada Natural Language Processing Market Forecast, by Application 14.28.1. Machine Translation 14.28.2. Information Extraction 14.28.3. Report Generation 14.28.4. Question Answering 14.28.5. Text Processing 14.29. Canada Natural Language Processing Market Forecast, by Industry Verticals 14.29.1. BFSI 14.29.2. Automotive 14.29.3. Healthcare and Life Sciences 14.29.4. Retail and Consumer Goods 14.29.5. Research and Education 14.29.6. High-Tech and Electronics 14.29.7. Media and Entertainment 14.29.8. Government 14.29.9. Others 14.30. North America Natural Language Processing Market Attractiveness Analysis 14.30.1. By Type 14.30.2. By Technology 14.30.3. By Service 14.30.4. By Deployment Model 14.30.5. By Application 14.30.6. By Industry Verticals 14.31. PEST Analysis 15. Europe Natural Language Processing Market Analysis 15.1. Key Findings 15.2. Europe Natural Language Processing Market Overview 15.3. Europe Natural Language Processing Market Value Share Analysis, by Type 15.4. Europe Natural Language Processing Market Forecast, by Type 15.4.1. Rule-Based 15.4.2. Statistical 15.4.3. Hybrid 15.5. Europe Natural Language Processing Market Value Share Analysis, by Technology 15.6. Europe Natural Language Processing Market Forecast, by Technology 15.6.1. Interactive Voice Response 15.6.2. Optical Character Recognition 15.6.3. Pattern and Image Recognition 15.6.4. Autocoding 15.6.5. Classification and Categorization 15.6.6. Text Analytics 15.6.7. Speech Analytics 15.7. Europe Natural Language Processing Market Value Share Analysis, by Service 15.8. Europe Natural Language Processing Market Forecast, by Service 15.8.1. Professional Services 15.8.2. Support and Maintenance Services 15.9. Europe Natural Language Processing Market Value Share Analysis, by Deployment Model 15.10. Europe Natural Language Processing Market Forecast, by Deployment Model 15.10.1. On-Premise 15.10.2. On-Demand 15.11. Europe Natural Language Processing Market Value Share Analysis, by Application 15.12. Europe Natural Language Processing Market Forecast, by Application 15.12.1. Machine Translation 15.12.2. Information Extraction 15.12.3. Report Generation 15.12.4. Question Answering 15.12.5. Text Processing 15.13. Europe Natural Language Processing Market Value Share Analysis, by Industry Verticals 15.14. Europe Natural Language Processing Market Forecast, by Industry Verticals 15.14.1. BFSI 15.14.2. Automotive 15.14.3. Healthcare and Life Sciences 15.14.4. Retail and Consumer Goods 15.14.5. Research and Education 15.14.6. High-Tech and Electronics 15.14.7. Media and Entertainment 15.14.8. Government 15.14.9. Others 15.15. Europe Natural Language Processing Market Value Share Analysis, by Country 15.16. Europe Natural Language Processing Market Forecast, by Country 15.16.1. Germany 15.16.2. U.K. 15.16.3. France 15.16.4. Italy 15.16.5. Spain 15.16.6. Rest of Europe 15.17. Europe Natural Language Processing Market Analysis, by Country 15.18. Germany Natural Language Processing Market Forecast, by Type 15.18.1. Rule-Based 15.18.2. Statistical 15.18.3. Hybrid 15.19. Germany Natural Language Processing Market Forecast, by Technology 15.19.1. Interactive Voice Response 15.19.2. Optical Character Recognition 15.19.3. Pattern and Image Recognition 15.19.4. Autocoding 15.19.5. Classification and Categorization 15.19.6. Text Analytics 15.19.7. Speech Analytics 15.20. Germany Natural Language Processing Market Forecast, by Service 15.20.1. Professional Services 15.20.2. Support and Maintenance Services 15.21. Germany Natural Language Processing Market Forecast, by Deployment Model 15.21.1. On-Premise 15.21.2. On-Demand 15.22. Germany Natural Language Processing Market Forecast, by Application 15.22.1. Machine Translation 15.22.2. Information Extraction 15.22.3. Report Generation 15.22.4. Question Answering 15.22.5. Text Processing 15.23. Germany Natural Language Processing Market Forecast, by Industry Verticals 15.23.1. BFSI 15.23.2. Automotive 15.23.3. Healthcare and Life Sciences 15.23.4. Retail and Consumer Goods 15.23.5. Research and Education 15.23.6. High-Tech and Electronics 15.23.7. Media and Entertainment 15.23.8. Government 15.23.9. Others 15.24. U.K. Natural Language Processing Market Forecast, by Type 15.24.1. Rule-Based 15.24.2. Statistical 15.24.3. Hybrid 15.25. U.K. Natural Language Processing Market Forecast, by Technology 15.25.1. Interactive Voice Response 15.25.2. Optical Character Recognition 15.25.3. Pattern and Image Recognition 15.25.4. Autocoding 15.25.5. Classification and Categorization 15.25.6. Text Analytics 15.25.7. Speech Analytics 15.26. U.K. Natural Language Processing Market Forecast, by Service 15.26.1. Professional Services 15.26.2. Support and Maintenance Services 15.27. U.K. Natural Language Processing Market Forecast, by Deployment Model 15.27.1. On-Premise 15.27.2. On-Demand 15.28. U.K. Natural Language Processing Market Forecast, by Application 15.28.1. Machine Translation 15.28.2. Information Extraction 15.28.3. Report Generation 15.28.4. Question Answering 15.28.5. Text Processing 15.29. U.K. Natural Language Processing Market Forecast, by Industry Verticals 15.29.1. BFSI 15.29.2. Automotive 15.29.3. Healthcare and Life Sciences 15.29.4. Retail and Consumer Goods 15.29.5. Research and Education 15.29.6. High-Tech and Electronics 15.29.7. Media and Entertainment 15.29.8. Government 15.29.9. Others 15.30. France Natural Language Processing Market Forecast, by Type 15.30.1. Rule-Based 15.30.2. Statistical 15.30.3. Hybrid 15.31. France Natural Language Processing Market Forecast, by Technology 15.31.1. Interactive Voice Response 15.31.2. Optical Character Recognition 15.31.3. Pattern and Image Recognition 15.31.4. Autocoding 15.31.5. Classification and Categorization 15.31.6. Text Analytics 15.31.7. Speech Analytics 15.32. France Natural Language Processing Market Forecast, by Service 15.32.1. Professional Services 15.32.2. Support and Maintenance Services 15.33. France Natural Language Processing Market Forecast, by Deployment Model 15.33.1. On-Premise 15.33.2. On-Demand 15.34. France Natural Language Processing Market Forecast, by Application 15.34.1. Machine Translation 15.34.2. Information Extraction 15.34.3. Report Generation 15.34.4. Question Answering 15.34.5. Text Processing 15.35. France Natural Language Processing Market Forecast, by Industry Verticals 15.35.1. BFSI 15.35.2. Automotive 15.35.3. Healthcare and Life Sciences 15.35.4. Retail and Consumer Goods 15.35.5. Research and Education 15.35.6. High-Tech and Electronics 15.35.7. Media and Entertainment 15.35.8. Government 15.35.9. Others 15.36. Italy Natural Language Processing Market Forecast, by Type 15.36.1. Rule-Based 15.36.2. Statistical 15.36.3. Hybrid 15.37. Italy Natural Language Processing Market Forecast, by Technology 15.37.1. Interactive Voice Response 15.37.2. Optical Character Recognition 15.37.3. Pattern and Image Recognition 15.37.4. Autocoding 15.37.5. Classification and Categorization 15.37.6. Text Analytics 15.37.7. Speech Analytics 15.38. Italy Natural Language Processing Market Forecast, by Service 15.38.1. Professional Services 15.38.2. Support and Maintenance Services 15.39. Italy Natural Language Processing Market Forecast, by Deployment Model 15.39.1. On-Premise 15.39.2. On-Demand 15.40. Italy Natural Language Processing Market Forecast, by Application 15.40.1. Machine Translation 15.40.2. Information Extraction 15.40.3. Report Generation 15.40.4. Question Answering 15.40.5. Text Processing 15.41. Italy Natural Language Processing Market Forecast, by Industry Verticals 15.41.1. BFSI 15.41.2. Automotive 15.41.3. Healthcare and Life Sciences 15.41.4. Retail and Consumer Goods 15.41.5. Research and Education 15.41.6. High-Tech and Electronics 15.41.7. Media and Entertainment 15.41.8. Government 15.41.9. Others 15.42. Spain Natural Language Processing Market Forecast, by Type 15.42.1. Rule-Based 15.42.2. Statistical 15.42.3. Hybrid 15.43. Spain Natural Language Processing Market Forecast, by Technology 15.43.1. Interactive Voice Response 15.43.2. Optical Character Recognition 15.43.3. Pattern and Image Recognition 15.43.4. Autocoding 15.43.5. Classification and Categorization 15.43.6. Text Analytics 15.43.7. Speech Analytics 15.44. Spain Natural Language Processing Market Forecast, by Service 15.44.1. Professional Services 15.44.2. Support and Maintenance Services 15.45. Spain Natural Language Processing Market Forecast, by Deployment Model 15.45.1. On-Premise 15.45.2. On-Demand 15.46. Spain Natural Language Processing Market Forecast, by Application 15.46.1. Machine Translation 15.46.2. Information Extraction 15.46.3. Report Generation 15.46.4. Question Answering 15.46.5. Text Processing 15.47. Spain Natural Language Processing Market Forecast, by Industry Verticals 15.47.1. BFSI 15.47.2. Automotive 15.47.3. Healthcare and Life Sciences 15.47.4. Retail and Consumer Goods 15.47.5. Research and Education 15.47.6. High-Tech and Electronics 15.47.7. Media and Entertainment 15.47.8. Government 15.47.9. Others 15.48. Rest of Europe Natural Language Processing Market Forecast, by Type 15.48.1. Rule-Based 15.48.2. Statistical 15.48.3. Hybrid 15.49. Rest of Europe Natural Language Processing Market Forecast, by Technology 15.49.1. Interactive Voice Response 15.49.2. Optical Character Recognition 15.49.3. Pattern and Image Recognition 15.49.4. Autocoding 15.49.5. Classification and Categorization 15.49.6. Text Analytics 15.49.7. Speech Analytics 15.50. Rest of Europe Natural Language Processing Market Forecast, by Service 15.50.1. Professional Services 15.50.2. Support and Maintenance Services 15.51. Rest Of Europe Natural Language Processing Market Forecast, by Deployment Model 15.51.1. On-Premise 15.51.2. On-Demand 15.52. Rest Of Europe Natural Language Processing Market Forecast, by Application 15.52.1. Machine Translation 15.52.2. Information Extraction 15.52.3. Report Generation 15.52.4. Question Answering 15.52.5. Text Processing 15.53. Rest Of Europe Natural Language Processing Market Forecast, by Industry Verticals 15.53.1. BFSI 15.53.2. Automotive 15.53.3. Healthcare and Life Sciences 15.53.4. Retail and Consumer Goods 15.53.5. Research and Education 15.53.6. High-Tech and Electronics 15.53.7. Media and Entertainment 15.53.8. Government 15.53.9. Others 15.54. Europe Natural Language Processing Market Attractiveness Analysis 15.54.1. By Type 15.54.2. By Technology 15.54.3. By Service 15.54.4. By Deployment Model 15.54.5. By Application 15.54.6. By Industry Verticals 15.55. PEST Analysis 16. Asia Pacific Natural Language Processing Market Analysis 16.1. Key Findings 16.2. Asia Pacific Natural Language Processing Market Overview 16.3. Asia Pacific Natural Language Processing Market Value Share Analysis, by Type 16.4. Asia Pacific Natural Language Processing Market Forecast, by Type 16.4.1. Rule-Based 16.4.2. Statistical 16.4.3. Hybrid 16.5. Asia Pacific Natural Language Processing Market Value Share Analysis, by Technology 16.6. Asia Pacific Natural Language Processing Market Forecast, by Technology 16.6.1. Interactive Voice Response 16.6.2. Optical Character Recognition 16.6.3. Pattern and Image Recognition 16.6.4. Autocoding 16.6.5. Classification and Categorization 16.6.6. Text Analytics 16.6.7. Speech Analytics 16.7. Asia Pacific Natural Language Processing Market Value Share Analysis, by Service 16.8. Asia Pacific Natural Language Processing Market Forecast, by Service 16.8.1. Professional Services 16.8.2. Support and Maintenance Services 16.9. Asia Pacific Natural Language Processing Market Value Share Analysis, by Deployment Model 16.10. Asia Pacific Natural Language Processing Market Forecast, by Deployment Model 16.10.1. On-Premise 16.10.2. On-Demand 16.11. Asia Pacific Natural Language Processing Market Value Share Analysis, by Application 16.12. Asia Pacific Natural Language Processing Market Forecast, by Application 16.12.1. Machine Translation 16.12.2. Information Extraction 16.12.3. Report Generation 16.12.4. Question Answering 16.12.5. Text Processing 16.13. Asia Pacific Natural Language Processing Market Value Share Analysis, by Industry Verticals 16.14. Asia Pacific Natural Language Processing Market Forecast, by Industry Verticals 16.14.1. BFSI 16.14.2. Automotive 16.14.3. Healthcare and Life Sciences 16.14.4. Retail and Consumer Goods 16.14.5. Research and Education 16.14.6. High-Tech and Electronics 16.14.7. Media and Entertainment 16.14.8. Government 16.14.9. Others 16.15. Asia Pacific Natural Language Processing Market Value Share Analysis, by Country 16.16. Asia Pacific Natural Language Processing Market Forecast, by Country 16.16.1. China 16.16.2. India 16.16.3. Japan 16.16.4. ASEAN 16.16.5. Rest of Asia Pacific 16.17. Asia Pacific Natural Language Processing Market Analysis, by Country 16.18. China Natural Language Processing Market Forecast, by Type 16.18.1. Rule-Based 16.18.2. Statistical 16.18.3. Hybrid 16.19. China Natural Language Processing Market Forecast, by Technology 16.19.1. Interactive Voice Response 16.19.2. Optical Character Recognition 16.19.3. Pattern and Image Recognition 16.19.4. Autocoding 16.19.5. Classification and Categorization 16.19.6. Text Analytics 16.19.7. Speech Analytics 16.20. China Natural Language Processing Market Forecast, by Service 16.20.1. Professional Services 16.20.2. Support and Maintenance Services 16.21. China Natural Language Processing Market Forecast, by Deployment Model 16.21.1. On-Premise 16.21.2. On-Demand s 16.22. China Natural Language Processing Market Forecast, by Application 16.22.1. Machine Translation 16.22.2. Information Extraction 16.22.3. Report Generation 16.22.4. Question Answering 16.22.5. Text Processing 16.23. China Natural Language Processing Market Forecast, by Industry Verticals 16.23.1. BFSI 16.23.2. Automotive 16.23.3. Healthcare and Life Sciences 16.23.4. Retail and Consumer Goods 16.23.5. Research and Education 16.23.6. High-Tech and Electronics 16.23.7. Media and Entertainment 16.23.8. Government 16.23.9. Others 16.24. India Natural Language Processing Market Forecast, by Type 16.24.1. Rule-Based 16.24.2. Statistical 16.24.3. Hybrid 16.25. India Natural Language Processing Market Forecast, by Technology 16.25.1. Interactive Voice Response 16.25.2. Optical Character Recognition 16.25.3. Pattern and Image Recognition 16.25.4. Autocoding 16.25.5. Classification and Categorization 16.25.6. Text Analytics 16.25.7. Speech Analytics 16.26. India Natural Language Processing Market Forecast, by Service 16.26.1. Professional Services 16.26.2. Support and Maintenance Services 16.27. India Natural Language Processing Market Forecast, by Deployment Model 16.27.1. On-Premise 16.27.2. On-Demand 16.28. India Natural Language Processing Market Forecast, by Application 16.28.1. Machine Translation 16.28.2. Information Extraction 16.28.3. Report Generation 16.28.4. Question Answering 16.28.5. Text Processing 16.29. India Natural Language Processing Market Forecast, by Industry Verticals 16.29.1. BFSI 16.29.2. Automotive 16.29.3. Healthcare and Life Sciences 16.29.4. Retail and Consumer Goods 16.29.5. Research and Education 16.29.6. High-Tech and Electronics 16.29.7. Media and Entertainment 16.29.8. Government 16.29.9. Others 16.30. Japan Natural Language Processing Market Forecast, by Type 16.30.1. Rule-Based 16.30.2. Statistical 16.30.3. Hybrid 16.31. Japan Natural Language Processing Market Forecast, by Technology 16.31.1. Interactive Voice Response 16.31.2. Optical Character Recognition 16.31.3. Pattern and Image Recognition 16.31.4. Autocoding 16.31.5. Classification and Categorization 16.31.6. Text Analytics 16.31.7. Speech Analytics 16.32. Japan Natural Language Processing Market Forecast, by Service 16.32.1. Professional Services 16.32.2. Support and Maintenance Services 16.33. Japan Natural Language Processing Market Forecast, by Deployment Model 16.33.1. On-Premise 16.33.2. On-Demand 16.34. Japan Natural Language Processing Market Forecast, by Application 16.34.1. Machine Translation 16.34.2. Information Extraction 16.34.3. Report Generation 16.34.4. Question Answering 16.34.5. Text Processing 16.35. Japan Natural Language Processing Market Forecast, by Industry Verticals 16.35.1. BFSI 16.35.2. Automotive 16.35.3. Healthcare and Life Sciences 16.35.4. Retail and Consumer Goods 16.35.5. Research and Education 16.35.6. High-Tech and Electronics 16.35.7. Media and Entertainment 16.35.8. Government 16.35.9. Others 16.36. ASEAN Natural Language Processing Market Forecast, by Type 16.36.1. Rule-Based 16.36.2. Statistical 16.36.3. Hybrid 16.37. ASEAN Natural Language Processing Market Forecast, by Technology 16.37.1. Interactive Voice Response 16.37.2. Optical Character Recognition 16.37.3. Pattern and Image Recognition 16.37.4. Autocoding 16.37.5. Classification and Categorization 16.37.6. Text Analytics 16.37.7. Speech Analytics 16.38. ASEAN Natural Language Processing Market Forecast, by Service 16.38.1. Professional Services 16.38.2. Support and Maintenance Services 16.39. ASEAN Natural Language Processing Market Forecast, by Deployment Model 16.39.1. On-Premise 16.39.2. On-Demand 16.40. ASEAN Natural Language Processing Market Forecast, by Application 16.40.1. Machine Translation 16.40.2. Information Extraction 16.40.3. Report Generation 16.40.4. Question Answering 16.40.5. Text Processing 16.41. ASEAN Natural Language Processing Market Forecast, by Industry Verticals 16.41.1. BFSI 16.41.2. Automotive 16.41.3. Healthcare and Life Sciences 16.41.4. Retail and Consumer Goods 16.41.5. Research and Education 16.41.6. High-Tech and Electronics 16.41.7. Media and Entertainment 16.41.8. Government 16.41.9. Others 16.42. Rest of Asia Pacific Natural Language Processing Market Forecast, by Type 16.42.1. Rule-Based 16.42.2. Statistical 16.42.3. Hybrid 16.43. Rest of Asia Pacific Natural Language Processing Market Forecast, by Technology 16.43.1. Interactive Voice Response 16.43.2. Optical Character Recognition 16.43.3. Pattern and Image Recognition 16.43.4. Autocoding 16.43.5. Classification and Categorization 16.43.6. Text Analytics 16.43.7. Speech Analytics 16.44. Rest of Asia Pacific Natural Language Processing Market Forecast, by Service 16.44.1. Professional Services 16.44.2. Support and Maintenance Services 16.45. Rest of Asia Pacific Natural Language Processing Market Forecast, by Deployment Model 16.45.1. On-Premise 16.45.2. On-Demand 16.46. Rest of Asia Pacific Natural Language Processing Market Forecast, by Application 16.46.1. Machine Translation 16.46.2. Information Extraction 16.46.3. Report Generation 16.46.4. Question Answering 16.46.5. Text Processing 16.47. Rest of Asia Pacific Natural Language Processing Market Forecast, by Industry Verticals 16.47.1. BFSI 16.47.2. Automotive 16.47.3. Healthcare and Life Sciences 16.47.4. Retail and Consumer Goods 16.47.5. Research and Education 16.47.6. High-Tech and Electronics 16.47.7. Media and Entertainment 16.47.8. Government 16.47.9. Others 16.48. Asia Pacific Natural Language Processing Market Attractiveness Analysis 16.48.1. By Type 16.48.2. By Technology 16.48.3. By Service 16.48.4. By Deployment Model 16.48.5. By Application 16.48.6. By Industry Verticals 16.49. PEST Analysis 17. Middle East & Africa Natural Language Processing Market Analysis 17.1. Key Findings 17.2. Middle East & Africa Natural Language Processing Market Overview 17.3. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Type 17.4. Middle East & Africa Natural Language Processing Market Forecast, by Type 17.4.1. Rule-Based 17.4.2. Statistical 17.4.3. Hybrid 17.5. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Technology 17.6. Middle East & Africa Natural Language Processing Market Forecast, by Technology 17.6.1. Interactive Voice Response 17.6.2. Optical Character Recognition 17.6.3. Pattern and Image Recognition 17.6.4. Autocoding 17.6.5. Classification and Categorization 17.6.6. Text Analytics 17.6.7. Speech Analytics 17.7. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Service 17.8. Middle East & Africa Natural Language Processing Market Forecast, by Service 17.8.1. Professional Services 17.8.2. Support and Maintenance Services 17.9. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Deployment Model 17.10. Middle East & Africa Natural Language Processing Market Forecast, by Deployment Model 17.10.1. On-Premise 17.10.2. On-Demand 17.11. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Application 17.12. Middle East & Africa Natural Language Processing Market Forecast, by Application 17.12.1. Machine Translation 17.12.2. Information Extraction 17.12.3. Report Generation 17.12.4. Question Answering 17.12.5. Text Processing 17.13. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Industry Verticals 17.14. Middle East & Africa Natural Language Processing Market Forecast, by Industry Verticals 17.14.1. BFSI 17.14.2. Automotive 17.14.3. Healthcare and Life Sciences 17.14.4. Retail and Consumer Goods 17.14.5. Research and Education 17.14.6. High-Tech and Electronics 17.14.7. Media and Entertainment 17.14.8. Government 17.14.9. Others 17.15. Middle East & Africa Natural Language Processing Market Value Share Analysis, by Country 17.16. Middle East & Africa Natural Language Processing Market Forecast, by Country 17.16.1. GCC 17.16.2. South Africa 17.16.3. Rest of Middle East & Africa 17.17. Middle East & Africa Natural Language Processing Market Analysis, by Country 17.18. GCC Natural Language Processing Market Forecast, by Type 17.18.1. Rule-Based 17.18.2. Statistical 17.18.3. Hybrid 17.19. GCC Natural Language Processing Market Forecast, by Technology 17.19.1. Interactive Voice Response 17.19.2. Optical Character Recognition 17.19.3. Pattern and Image Recognition 17.19.4. Autocoding 17.19.5. Classification and Categorization 17.19.6. Text Analytics 17.19.7. Speech Analytics 17.20. GCC Natural Language Processing Market Forecast, by Service 17.20.1. Professional Services 17.20.2. Support and Maintenance Services 17.21. GCC Natural Language Processing Market Forecast, by Deployment Model 17.21.1. On-Premise 17.21.2. On-Demand 17.22. GCC Natural Language Processing Market Forecast, by Application 17.22.1. Machine Translation 17.22.2. Information Extraction 17.22.3. Report Generation 17.22.4. Question Answering 17.22.5. Text Processing 17.23. GCC Natural Language Processing Market Forecast, by Industry Verticals 17.23.1. BFSI 17.23.2. Automotive 17.23.3. Healthcare and Life Sciences 17.23.4. Retail and Consumer Goods 17.23.5. Research and Education 17.23.6. High-Tech and Electronics 17.23.7. Media and Entertainment 17.23.8. Government 17.23.9. Others 17.24. South Africa Natural Language Processing Market Forecast, by Type 17.24.1. Rule-Based 17.24.2. Statistical 17.24.3. Hybrid 17.25. South Africa Natural Language Processing Market Forecast, by Technology 17.25.1. Interactive Voice Response 17.25.2. Optical Character Recognition 17.25.3. Pattern and Image Recognition 17.25.4. Autocoding 17.25.5. Classification and Categorization 17.25.6. Text Analytics 17.25.7. Speech Analytics 17.26. South Africa Natural Language Processing Market Forecast, by Service 17.26.1. Professional Services 17.26.2. Support and Maintenance Services 17.27. South Africa Natural Language Processing Market Forecast, by Deployment Model 17.27.1. On-Premise 17.27.2. On-Demand 17.28. South Africa Natural Language Processing Market Forecast, by Application 17.28.1. Machine Translation 17.28.2. Information Extraction 17.28.3. Report Generation 17.28.4. Question Answering 17.28.5. Text Processing 17.29. South Africa Natural Language Processing Market Forecast, by Industry Verticals 17.29.1. BFSI 17.29.2. Automotive 17.29.3. Healthcare and Life Sciences 17.29.4. Retail and Consumer Goods 17.29.5. Research and Education 17.29.6. High-Tech and Electronics 17.29.7. Media and Entertainment 17.29.8. Government 17.29.9. Others 17.30. Rest of Middle East & Africa Natural Language Processing Market Forecast, by Type 17.30.1. Rule-Based 17.30.2. Statistical 17.30.3. Hybrid 17.31. Rest of Middle East & Africa Natural Language Processing Market Forecast, by Technology 17.31.1. Interactive Voice Response 17.31.2. Optical Character Recognition 17.31.3. Pattern and Image Recognition 17.31.4. Autocoding 17.31.5. Classification and Categorization 17.31.6. Text Analytics 17.31.7. Speech Analytics 17.32. Rest of Middle East & Africa Natural Language Processing Market Forecast, by Service 17.32.1. Professional Services 17.32.2. Support and Maintenance Services 17.33. Rest of Middle East & Africa Natural Language Processing Market Forecast, by Deployment Model 17.33.1. On-Premise 17.33.2. On-Demand 17.34. Rest of Middle East & Africa Natural Language Processing Market Forecast, by Application 17.34.1. Machine Translation 17.34.2. Information Extraction 17.34.3. Report Generation 17.34.4. Question Answering 17.34.5. Text Processing 17.35. Rest of Middle East & Africa Natural Language Processing Market Forecast, by Industry Verticals 17.35.1. BFSI 17.35.2. Automotive 17.35.3. Healthcare and Life Sciences 17.35.4. Retail and Consumer Goods 17.35.5. Research and Education 17.35.6. High-Tech and Electronics 17.35.7. Media and Entertainment 17.35.8. Government 17.35.9. Others 17.36. Middle East & Africa Natural Language Processing Market Attractiveness Analysis 17.36.1. By Type 17.36.2. By Technology 17.36.3. By Service 17.36.4. By Deployment Model 17.36.5. By Application 17.36.6. By Industry Verticals 17.37. PEST Analysis 18. South America Natural Language Processing Market Analysis 18.1. Key Findings 18.2. South America Natural Language Processing Market Overview 18.3. South America Natural Language Processing Market Value Share Analysis, by Type 18.4. South America Natural Language Processing Market Forecast, by Type 18.4.1. Rule-Based 18.4.2. Statistical 18.4.3. Hybrid 18.5. South America Natural Language Processing Market Value Share Analysis, by Technology 18.6. South America Natural Language Processing Market Forecast, by Technology 18.6.1. Interactive Voice Response 18.6.2. Optical Character Recognition 18.6.3. Pattern and Image Recognition 18.6.4. Autocoding 18.6.5. Classification and Categorization 18.6.6. Text Analytics 18.6.7. Speech Analytics 18.7. South America Natural Language Processing Market Value Share Analysis, by Service 18.8. South America Natural Language Processing Market Forecast, by Service 18.8.1. Professional Services 18.8.2. Support and Maintenance Services 18.9. South America Natural Language Processing Market Value Share Analysis, by Deployment Model 18.10. South America Natural Language Processing Market Forecast, by Deployment Model 18.10.1. On-Premise 18.10.2. On-Demand 18.11. South America Natural Language Processing Market Value Share Analysis, by Application 18.12. South America Natural Language Processing Market Forecast, by Application 18.12.1. Machine Translation 18.12.2. Information Extraction 18.12.3. Report Generation 18.12.4. Question Answering 18.12.5. Text Processing 18.13. South America Natural Language Processing Market Value Share Analysis, by Industry Verticals 18.14. South America Natural Language Processing Market Forecast, by Industry Verticals 18.14.1. BFSI 18.14.2. Automotive 18.14.3. Healthcare and Life Sciences 18.14.4. Retail and Consumer Goods 18.14.5. Research and Education 18.14.6. High-Tech and Electronics 18.14.7. Media and Entertainment 18.14.8. Government 18.14.9. Others 18.15. South America Natural Language Processing Market Value Share Analysis, by Country 18.16. South America Natural Language Processing Market Forecast, by Country 18.16.1. Brazil 18.16.2. Mexico 18.16.3. Rest of South America 18.17. South America Natural Language Processing Market Analysis, by Country 18.18. Brazil Natural Language Processing Market Forecast, by Type 18.18.1. Rule-Based 18.18.2. Statistical 18.18.3. Hybrid 18.19. Brazil Natural Language Processing Market Forecast, by Technology 18.19.1. Interactive Voice Response 18.19.2. Optical Character Recognition 18.19.3. Pattern and Image Recognition 18.19.4. Autocoding 18.19.5. Classification and Categorization 18.19.6. Text Analytics 18.19.7. Speech Analytics 18.20. Brazil Natural Language Processing Market Forecast, by Service 18.20.1. Professional Services 18.20.2. Support and Maintenance Services 18.21. Brazil Natural Language Processing Market Forecast, by Deployment Model 18.21.1. On-Premise 18.21.2. On-Demand 18.22. Brazil Natural Language Processing Market Forecast, by Application 18.22.1. Machine Translation 18.22.2. Information Extraction 18.22.3. Report Generation 18.22.4. Question Answering 18.22.5. Text Processing 18.23. Brazil Natural Language Processing Market Forecast, by Industry Verticals 18.23.1. BFSI 18.23.2. Automotive 18.23.3. Healthcare and Life Sciences 18.23.4. Retail and Consumer Goods 18.23.5. Research and Education 18.23.6. High-Tech and Electronics 18.23.7. Media and Entertainment 18.23.8. Government 18.23.9. Others 18.24. Mexico Natural Language Processing Market Forecast, by Type 18.24.1. Rule-Based 18.24.2. Statistical 18.24.3. Hybrid 18.25. Mexico Natural Language Processing Market Forecast, by Technology 18.25.1. Interactive Voice Response 18.25.2. Optical Character Recognition 18.25.3. Pattern and Image Recognition 18.25.4. Autocoding 18.25.5. Classification and Categorization 18.25.6. Text Analytics 18.25.7. Speech Analytics 18.26. Mexico Natural Language Processing Market Forecast, by Service 18.26.1. Professional Services 18.26.2. Support and Maintenance Services 18.27. Mexico Natural Language Processing Market Forecast, by Deployment Model 18.27.1. On-Premise 18.27.2. On-Demand 18.28. Mexico Natural Language Processing Market Forecast, by Application 18.28.1. Machine Translation 18.28.2. Information Extraction 18.28.3. Report Generation 18.28.4. Question Answering 18.28.5. Text Processing 18.29. Mexico Natural Language Processing Market Forecast, by Industry Verticals 18.29.1. BFSI 18.29.2. Automotive 18.29.3. Healthcare and Life Sciences 18.29.4. Retail and Consumer Goods 18.29.5. Research and Education 18.29.6. High-Tech and Electronics 18.29.7. Media and Entertainment 18.29.8. Government 18.29.9. Others 18.30. Rest of South America Natural Language Processing Market Forecast, by Type 18.30.1. Rule-Based 18.30.2. Statistical 18.30.3. Hybrid 18.31. Rest of South America Natural Language Processing Market Forecast, by Technology 18.31.1. Interactive Voice Response 18.31.2. Optical Character Recognition 18.31.3. Pattern and Image Recognition 18.31.4. Autocoding 18.31.5. Classification and Categorization 18.31.6. Text Analytics 18.31.7. Speech Analytics 18.32. Rest of South America Natural Language Processing Market Forecast, by Service 18.32.1. Professional Services 18.32.2. Support and Maintenance Services 18.33. Rest of South America Natural Language Processing Market Forecast, by Deployment Model 18.33.1. On-Premise 18.33.2. On-Demand 18.34. Rest of South America Natural Language Processing Market Forecast, by Application 18.34.1. Machine Translation 18.34.2. Information Extraction 18.34.3. Report Generation 18.34.4. Question Answering 18.34.5. Text Processing 18.35. Rest of South America Natural Language Processing Market Forecast, by Industry Verticals 18.35.1. BFSI 18.35.2. Automotive 18.35.3. Healthcare and Life Sciences 18.35.4. Retail and Consumer Goods 18.35.5. Research and Education 18.35.6. High-Tech and Electronics 18.35.7. Media and Entertainment 18.35.8. Government 18.35.9. Others 18.36. South America Natural Language Processing Market Attractiveness Analysis 18.36.1. By Type 18.36.2. By Technology 18.36.3. By Service 18.36.4. By Deployment Model 18.36.5. By Application 18.36.6. By Industry Verticals 18.37. PEST Analysis 19. Company Profiles 19.1. Market Share Analysis, by Company 19.2. Competition Matrix 19.2.1. Competitive Benchmarking of key players by price, presence, market share, Applications and R&D investment 19.2.2. New Product Launches and Product Enhancements 19.2.3. Market Consolidation 19.2.3.1. M&A by Regions, Investment and Applications 19.2.3.2. M&A Key Players, Forward Integration and Backward Integration 19.3. Company Profiles: Key Players 19.3.1. Apple Incorporation 19.3.1.1. Company Overview 19.3.1.2. Financial Overview 19.3.1.3. Product Portfolio 19.3.1.4. Business Strategy 19.3.1.5. Recent Developments 19.3.1.6. Manufacturing Footprint 19.3.2. Dolbey Systems 19.3.3. Google 19.3.4. Hewlett-Packard Enterprise Company 19.3.5. International Business Machine Corporation 19.3.6. Microsoft Corporation 19.3.7. Netbase Solutions 19.3.8. SAS Instituite, Inc. 19.3.9. Verint System 19.3.10. IBM Corporation 19.3.11. 3M Co. 19.3.12. Apple Inc. 19.3.13. Nuance Communications Inc. 19.3.14. SparkCognition 19.3.15. Salesforce.com Inc. 19.3.16. Inbenta Technologies Inc 19.3.17. AWS 19.3.18. Facebook 19.3.19. Intel 19.3.20. Baidu 20. Primary Key Insights