Table of Content
- Global Natural Language Understanding (NLU) Software Market Introduction and Market Overview
1.1. Objective of the Study
1.2. Global Natural Language Understanding (NLU) Software Market Scope and Market Estimation
1.2.1. Global Natural Language Understanding (NLU) Software Overall Market Size (US$ Mn), Market CAGR (%), Market forecast (2022-2030)
1.2.2. Global Natural Language Understanding (NLU) Software Market Revenue Share (%) and Growth Rate (Y-o-Y) from 2022-2030
1.3. Market Segmentation
1.3.1. Deployment Model of Global Natural Language Understanding (NLU) Software Market
1.3.2. Component of Global Natural Language Understanding (NLU) Software Market
1.3.3. End User of Global Natural Language Understanding (NLU) Software Market
1.3.4. Industry of Global Natural Language Understanding (NLU) Software Market
1.3.5. Region of Global Natural Language Understanding (NLU) Software Market
- Global Natural Language Understanding (NLU) Software Market - Executive Summary
2.1. Key Findings
2.1.1. Top Impacting Factors
2.1.2. Top Investment Pockets
2.1.3. Market Attractiveness Analysis
2.2. Key Companies Introduction
- Market Factor Analysis
3.1. Global Natural Language Understanding (NLU) Software Market Industry Development Trends under COVID-19 Outbreak
3.1.1. Global COVID-19 Status Overview
3.1.2. Influence of COVID-19 Outbreak on Global Natural Language Understanding (NLU) Software Market Industry Development
3.2. Market Dynamics (Growth Influencers)
3.2.1. Drivers
3.2.2. Restraints
3.2.3. Opportunities
3.2.4. Impact Analysis of Drivers and Restraints
3.3. Ecosystem/ Value Chain Analysis
3.4. Porter’s Five Forces Analysis
3.5. SWOT Analysis
3.6. PEST Analysis
3.7. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East and Africa/ South America)
3.7.1. By Deployment Model
3.7.2. By Component
3.7.3. By End User
3.7.4. By Industry
- Global Natural Language Understanding (NLU) Software Market: Estimates & Historic Trend Analysis (2017-2020)
- Global Natural Language Understanding (NLU) Software Market Estimates & Forecast Trend Analysis, by Deployment Model
5.1. Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, by Deployment Type, 2022 & 2030
5.1.1. Key Market Trends, Growth Factors, and Opportunities
5.2. Natural Language Understanding (NLU) Software Market Revenue (US$ Mn) Estimates and Forecasts, by Deployment Type, 2017 to 2030
5.2.1. Key Market Trends, Growth Factors, and Opportunities
5.3. On-Premise
5.4. Cloud
5.5. Hybrid
- Global Natural Language Understanding (NLU) Software Market Estimates & Forecast Trend Analysis, by Component
6.1. Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, by Component, 2022 & 2030
6.1.1. Key Market Trends, Growth Factors, and Opportunities
6.2. Natural Language Understanding (NLU) Software Market Revenue (US$ Mn) Estimates and Forecasts, by Component, 2017 to 2030
6.2.1. Key Market Trends, Growth Factors, and Opportunities
6.3. Solutions
6.4. Services
- Global Natural Language Understanding (NLU) Software Market Estimates & Forecast Trend Analysis, by End User
7.1. Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, by End User, 2022 & 2030
7.1.1. Key Market Trends, Growth Factors, and Opportunities
7.2. Natural Language Understanding (NLU) Software Market Revenue (US$ Mn) Estimates and Forecasts, by End User, 2017 to 2030
7.2.1. Key Market Trends, Growth Factors, and Opportunities
7.3. Small Business
7.4. Mid Market
7.5. Enterprise
- Global Natural Language Understanding (NLU) Software Market Estimates & Forecast Trend Analysis, by Industry
8.1. Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, by Industry, 2022 & 2030
8.1.1. Key Market Trends, Growth Factors, and Opportunities
8.2. Natural Language Understanding (NLU) Software Market Revenue (US$ Mn) Estimates and Forecasts, by Industry, 2017 to 2030
8.2.1. Key Market Trends, Growth Factors, and Opportunities
8.3. BFSI
8.4. Healthcare
8.5. Energy & Utility
8.6. IT & Telecommunication
8.7. Retail & E-commerce
8.8. Manufacturing
8.9. Government & Defense
8.10. Media & Entertainment
8.11. Others
- Global Natural Language Understanding (NLU) Software Market Analysis and Forecast, by Region
9.1. Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, by Region, 2022 & 2030
9.1.1. Key Market Trends, Growth Factors, and Opportunities
9.2. Natural Language Understanding (NLU) Software Market Revenue (US$ Mn) Estimates and Forecasts, by Region, 2017 to 2030
9.2.1. Key Market Trends, Growth Factors, and Opportunities
9.2.2. North America
9.2.3. Europe
9.2.4. Asia Pacific
9.2.5. Middle East and Africa
9.2.6. South America
- North America Natural Language Understanding (NLU) Software Market: Estimates & Forecast Trend Analysis
10.1. North America Market Assessments & Key Findings
10.2. North America Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, 2022 & 2030
10.3. North America Natural Language Understanding (NLU) Software Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
10.3.1. By Deployment Model
10.3.2. By Component
10.3.3. By End User
10.3.4. By Industry
10.3.5. By Country
10.3.5.1. U.S.
10.3.5.2. Canada
10.3.5.3. Mexico
- Europe Natural Language Understanding (NLU) Software Market: Estimates & Forecast Trend Analysis
11.1. Europe Market Assessments & Key Findings
11.2. Europe Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, 2022 & 2030
11.3. Europe Natural Language Understanding (NLU) Software Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
11.3.1. By Deployment Model
11.3.2.By Component
11.3.3. By End User
11.3.4. By Industry
11.3.5.By Country
11.3.5.1. Germany
11.3.5.2. U.K.
11.3.5.3. France
11.3.5.4. Italy
11.3.5.5. Spain
11.3.5.6. Russia
11.3.5.7. Rest of Europe
- Asia Pacific Natural Language Understanding (NLU) Software Market: Estimates & Forecast Trend Analysis
12.1. Asia Pacific Market Assessments & Key Findings
12.2. Asia Pacific Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, 2022 & 2030
12.3. Asia Pacific Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
12.3.1. By Deployment Model
12.3.2. By Component
12.3.3. By End User
12.3.4. By Industry
12.3.5. By Country
12.3.5.1. China
12.3.5.2. Japan
12.3.5.3. India
12.3.5.4. Australia
12.3.5.5. South Korea
12.3.5.6. Rest of Asia Pacific
- Middle East & Africa Natural Language Understanding (NLU) Software Market: Estimates & Forecast Trend Analysis
13.1. Middle East & Africa Market Assessments & Key Findings
13.2. Middle East & Africa Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, 2022 & 2030
13.3. Middle East & Africa Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
13.3.1. By Deployment Model
13.3.2. By Component
13.3.3. By End User
13.3.4. By Industry
13.3.5. By Country
13.3.5.1. U.A.E.
13.3.5.2. Saudi Arabia
13.3.5.3. Egypt
13.3.5.4. South Africa
13.3.5.5. Rest of Middle East & Africa
- South America Natural Language Understanding (NLU) Software Market: Estimates & Forecast Trend Analysis
14.1. South America Market Assessments & Key Findings
14.2. South America Natural Language Understanding (NLU) Software Market Share (%) Estimates and Forecasts, 2022 & 2030
14.3. South America Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
14.3.1. By Deployment Model
14.3.2. By Component
14.3.3. By End User
14.3.4. By Industry
14.3.5. By Country
14.3.5.1. Brazil
14.3.5.2. Argentina
14.3.5.3. Colombia
14.3.5.4. Rest of South America
- Manufacturing Cost Structure Analysis
15.1. Raw Material and Suppliers
15.2. Manufacturing Cost Structure Analysis of Natural Language Understanding (NLU) Software
15.3. Manufacturing Process Analysis of Natural Language Understanding (NLU) Software
15.4. Industry Chain Structure of Natural Language Understanding (NLU) Software
- Marketing, Distributors and Customer
16.1. Sales Channel
16.1.1. Direct Channels
16.1.2. Indirect Channels
16.2. Natural Language Understanding (NLU) Software Distributors
16.3. Natural Language Understanding (NLU) Software Customer
- Competition Landscape
17.1. Key Manufacturers Natural Language Understanding (NLU) Software Producing Area Distribution, Sales Area, Product Type
17.2. Key Manufacturers Natural Language Understanding (NLU) Software Product Location Distribution
17.3. Market Competition Matrix, by Leading Players
17.3.1. Competition Landscape Analysis
17.3.2. Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
17.4. List of Emerging, Prominent and Leading Players
17.5. Major Mergers & Acquisitions, Partnership, Joint Venture, Expansions, Deals, Etc.
- Company Profiles
18.1. IBM
18.1.1. Company Information
18.1.2. Natural Language Understanding (NLU) Software Product Offered
18.1.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.1.4. Main Business Overview
18.1.5. Latest Developments
18.2. Microsoft
18.2.1. Company Information
18.2.2. Natural Language Understanding (NLU) Software Product Offered
18.2.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.2.4. Main Business Overview
18.2.5. Latest Developments
18.3. Google
18.3.1. Company Information
18.3.2. Natural Language Understanding (NLU) Software Product Offered
18.3.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.3.4. Main Business Overview
18.3.5. Latest Developments
18.4. Azure
18.4.1. Company Information
18.4.2. Natural Language Understanding (NLU) Software Product Offered
18.4.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.4.4. Main Business Overview
18.4.5. Latest Developments
18.5. NLTK
18.5.1. Company Information
18.5.2. Natural Language Understanding (NLU) Software Product Offered
18.5.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.5.4. Main Business Overview
18.5.5. Latest Developments
18.6. PyNLPI
18.6.1. Company Information
18.6.2. Natural Language Understanding (NLU) Software Product Offered
18.6.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.6.4. Main Business Overview
18.6.5. Latest Developments
18.7. Kapiche
18.7.1. Company Information
18.7.2. Natural Language Understanding (NLU) Software Product Offered
18.7.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.7.4. Main Business Overview
18.7.5. Latest Developments
18.8. Gensim
18.8.1. Company Information
18.8.2. Natural Language Understanding (NLU) Software Product Offered
18.8.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.8.4. Main Business Overview
18.8.5. Latest Developments
18.9. Amazon
18.9.1. Company Information
18.9.2. Natural Language Understanding (NLU) Software Product Offered
18.9.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.9.4. Main Business Overview
18.9.5. Latest Developments
18.10. Natural
18.10.1. Company Information
18.10.2. Natural Language Understanding (NLU) Software Product Offered
18.10.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.10.4. Main Business Overview
18.10.5. Latest Developments
18.11. spaCy
18.11.1. Company Information
18.11.2. Natural Language Understanding (NLU) Software Product Offered
18.11.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.11.4. Main Business Overview
18.11.5. Latest Developments
18.12. SnowNLP
18.12.1. Company Information
18.12.2. Natural Language Understanding (NLU) Software Product Offered
18.12.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.12.4. Main Business Overview
18.12.5. Latest Developments
18.13. Stanford CoreNLP
18.13.1. Company Information
18.13.2. Natural Language Understanding (NLU) Software Product Offered
18.13.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.13.4. Main Business Overview
18.13.5. Latest Developments
18.14. OpenNLP
18.14.1. Company Information
18.14.2. Natural Language Understanding (NLU) Software Product Offered
18.14.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.14.4. Main Business Overview
18.14.5. Latest Developments
18.15. Epic
18.15.1. Company Information
18.15.2. Natural Language Understanding (NLU) Software Product Offered
18.15.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.15.4. Main Business Overview
18.15.5. Latest Developments
18.16. Caplena
18.16.1. Company Information
18.16.2. Natural Language Understanding (NLU) Software Product Offered
18.16.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.16.4. Main Business Overview
18.16.5. Latest Developments
18.17. MonkeyLearn
18.17.1. Company Information
18.17.2. Natural Language Understanding (NLU) Software Product Offered
18.17.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.17.4. Main Business Overview
18.17.5. Latest Developments
18.18. MALLET
18.18.1. Company Information
18.18.2. Natural Language Understanding (NLU) Software Product Offered
18.18.3. Natural Language Understanding (NLU) Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.18.4. Main Business Overview
18.18.5. Latest Developments
- Assumptions and Research Methodology
- Conclusions and Recommendations
20.1. Analysis and Suggestions on New Project Investment
20.2. Research Findings and Conclusion
List of Tables
Table1 Global Natural Language Understanding (NLU) Software Market Historic Analysis (US$ Mn), 2017-2021
Table2 Global Natural Language Understanding (NLU) Software Market Forecast Opportunity Analysis (US$ Mn), 2022-2030
Table3 Global Natural Language Understanding (NLU) Software Market Absolute $ Opportunity
Table4 Global Natural Language Understanding (NLU) Software Market Analysis by Deployment Model, 2017-2030
Table5 Global Natural Language Understanding (NLU) Software Market Analysis by Component, 2017-2030
Table6 Global Natural Language Understanding (NLU) Software Market Analysis by End User, 2017-2030
Table7 Global Natural Language Understanding (NLU) Software Market Analysis by Industry, 2017-2030
Table8 Global Natural Language Understanding (NLU) Software Market Analysis by Region, 2017-2030
Table9 North America Natural Language Understanding (NLU) Software Market Absolute $ Opportunity
Table10 North America Natural Language Understanding (NLU) Software Market Analysis by Deployment Model, 2017-2030
Table11 North America Natural Language Understanding (NLU) Software Market Analysis by Component, 2017-2030
Table12 North America Natural Language Understanding (NLU) Software Market Analysis by End User, 2017-2030
Table13 North America Natural Language Understanding (NLU) Software Market Analysis by Industry, 2017-2030
Table14 North America Natural Language Understanding (NLU) Software Market Analysis by Country, 2017-2030
Table15 South America Natural Language Understanding (NLU) Software Market Absolute $ Opportunity
Table16 South America Natural Language Understanding (NLU) Software Market Analysis by Deployment Model, 2017-2030
Table17 South America Natural Language Understanding (NLU) Software Market Analysis by Component, 2017-2030
Table18 South America Natural Language Understanding (NLU) Software Market Analysis by End User, 2017-2030
Table19 South America Natural Language Understanding (NLU) Software Market Analysis by Industry, 2017-2030
Table20 South America Natural Language Understanding (NLU) Software Market Analysis by Country, 2017-2030
Table21 Europe Natural Language Understanding (NLU) Software Market Absolute $ Opportunity
Table22 Europe Natural Language Understanding (NLU) Software Market Analysis by Deployment Model, 2017-2030
Table23 Europe Natural Language Understanding (NLU) Software Market Analysis by Component, 2017-2030
Table24 Europe Natural Language Understanding (NLU) Software Market Analysis by End User, 2017-2030
Table25 Europe Natural Language Understanding (NLU) Software Market Analysis by Industry, 2017-2030
Table26 Europe Natural Language Understanding (NLU) Software Market Analysis by Country, 2017-2030
Table27 Asia Pacific Natural Language Understanding (NLU) Software Market Absolute $ Opportunity
Table28 Asia Pacific Natural Language Understanding (NLU) Software Market Analysis by Deployment Model, 2017-2030
Table29 Asia Pacific Natural Language Understanding (NLU) Software Market Analysis by Component, 2017-2030
Table30 Asia Pacific Natural Language Understanding (NLU) Software Market Analysis by End User, 2017-2030
Table31 Asia Pacific Natural Language Understanding (NLU) Software Market Analysis by Industry, 2017-2030
Table32 Asia Pacific Natural Language Understanding (NLU) Software Market Analysis by Country, 2017-2030
Table33 MEA Natural Language Understanding (NLU) Software Market Absolute $ Opportunity
Table34 MEA Natural Language Understanding (NLU) Software Market Analysis by Deployment Model, 2017-2030
Table35 MEA Natural Language Understanding (NLU) Software Market Analysis by Component, 2017-2030
Table36 MEA Natural Language Understanding (NLU) Software Market Analysis by End User, 2017-2030
Table37 MEA Natural Language Understanding (NLU) Software Market Analysis by Industry, 2017-2030
Table38 MEA Natural Language Understanding (NLU) Software Market Analysis by Country, 2017-2030
List of Figures
Figure1 Global Natural Language Understanding (NLU) Software Market Historic Y-o-Y Analysis (%), 2017-2021
Figure2 Global Natural Language Understanding (NLU) Software Market Forecast Y-o-Y Analysis (%), 2022-2030
Figure3 Global Natural Language Understanding (NLU) Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure4 Global Natural Language Understanding (NLU) Software Market Share Analysis by Component, 2021 and 2030
Figure5 Global Natural Language Understanding (NLU) Software Market Share Analysis by End User, 2021 and 2030
Figure6 Global Natural Language Understanding (NLU) Software Market Share Analysis by Industry, 2021 and 2030
Figure7 Global Natural Language Understanding (NLU) Software Market Share Analysis by Region, 2021 and 2030
Figure8 North America Natural Language Understanding (NLU) Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure9 North America Natural Language Understanding (NLU) Software Market Share Analysis by Component, 2021 and 2030
Figure10 North America Natural Language Understanding (NLU) Software Market Share Analysis by End User, 2021 and 2030
Figure11 North America Natural Language Understanding (NLU) Software Market Share Analysis by Industry, 2021 and 2030
Figure12 North America Natural Language Understanding (NLU) Software Market Share Analysis by Country, 2021 and 2030
Figure13 South America Natural Language Understanding (NLU) Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure14 South America Natural Language Understanding (NLU) Software Market Share Analysis by Component, 2021 and 2030
Figure15 South America Natural Language Understanding (NLU) Software Market Share Analysis by End User, 2021 and 2030
Figure16 South America Natural Language Understanding (NLU) Software Market Share Analysis by Industry, 2021 and 2030
Figure17 South America Natural Language Understanding (NLU) Software Market Share Analysis by Country, 2021 and 2030
Figure18 Europe Natural Language Understanding (NLU) Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure19 Europe Natural Language Understanding (NLU) Software Market Share Analysis by Component, 2021 and 2030
Figure20 Europe Natural Language Understanding (NLU) Software Market Share Analysis by End User, 2021 and 2030
Figure21 Europe Natural Language Understanding (NLU) Software Market Share Analysis by Industry, 2021 and 2030
Figure22 Europe Natural Language Understanding (NLU) Software Market Share Analysis by Country, 2021 and 2030
Figure23 Asia Pacific Natural Language Understanding (NLU) Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure24 Asia Pacific Natural Language Understanding (NLU) Software Market Share Analysis by Component, 2021 and 2030
Figure25 Asia Pacific Natural Language Understanding (NLU) Software Market Share Analysis by End User, 2021 and 2030
Figure26 Asia Pacific Natural Language Understanding (NLU) Software Market Share Analysis by Industry, 2021 and 2030
Figure27 Asia Pacific Natural Language Understanding (NLU) Software Market Share Analysis by Country, 2021 and 2030
Figure28 MEA Natural Language Understanding (NLU) Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure29 MEA Natural Language Understanding (NLU) Software Market Share Analysis by Component, 2021 and 2030
Figure30 MEA Natural Language Understanding (NLU) Software Market Share Analysis by End User, 2021 and 2030
Figure31 MEA Natural Language Understanding (NLU) Software Market Share Analysis by Industry, 2021 and 2030
Figure32 MEA Natural Language Understanding (NLU) Software Market Share Analysis by Country, 2021 and 2030
