Product Code: 138617-08-22
"Steady Technology Development to Stimulate the Demand for Natural Language Processing (NLP) Solutions"
Natural language processing market reached the market value of US$ 17.8 Bn in 2021 and projected to witness CAGR of 21% during the forecast period from 2022 to 2030. Natural language processing engages computational techniques to understand, learn and produce human language content. Initial computational approaches to verbal research focused on mechanizing the analysis of the linguistic structure of language and evolving basic technologies such as speech recognition, machine translation, and speech synthesis. From past couple of decades, computational linguistics has grown into scientific research as well as in practical technology that increasingly incorporated in consumer products such as Apple's Siri and Skype's Translator among several others. With constant research on such technology, NLP is expected to cater to more dynamic requirements of consumers.
"Machine Translation Referred As the Most Lucrative Application in Natural Language Processing (NLP) Market"
Machine translation was one of the oldest non-numeric application of computation and focused intensively from late in the 1950s. However, the hand-built grammar-based systems of early decades achieved very limited success. As most of the population are now online, the job of making data accessible to all is a challenge. In recent years, various methods proposed to automatically evaluate machine translation quality by comparing hypothesis translations. With growing accuracy and efficiency, machine translation application expected to penetrate with significant growth rate across several industry verticals in following years.
"Swelling Application Area of NLP to Ensure Dominating Position of North America Market"
Presently, North America leads the overall natural language processing market with lion share. In 2017, the region contributed to more than 1/3rd of the total market value generated worldwide. Europe was the second largest contributor to the market followed by Asia Pacific in same year. The U.S. dominated the overall market with presence of key natural language processing companies. These organizations are steadily investing in AI, thereby driving the overall NLP market growth here. For instance, in 2016, Google, LLC announce that AI plays a vital role in organizations strategy for future growth. In 2017, Google, LLC launched the project focusing research on the way people communicate with AI systems called People + AI Research Initiative (PAIR). Further, Spotify uses AI for renowned music recommendation and NLP that interpret audio and text models. With swelling application area, NLP market expected to grow with promising rate throughout the forecast period.
Key players of global enterprise governance, risk and compliance market include Apple Inc., 3M Company, Google LLC, Dolbey Systems, Inc., International Business Machines Corporation, Hewlett-Packard Corporation, Amazon.com, Inc., NetBase Solutions, Inc., Microsoft Corporation, SAS Institute Inc., Verint Systems, SparkCognition, Inc., Naunce Communications, Inc., Inbenta Technologies Inc. and others.
Historical & Forecast Period
This study report represents analysis of each segment from 2020 to 2030 considering 2021 as the base year. Compounded Annual Growth Rate (CAGR) for each of the respective segments estimated for the forecast period of 2022 to 2030.
The current report comprises of quantitative market estimations for each micro market for every geographical region and qualitative market analysis such as micro and macro environment analysis, market trends, competitive intelligence, segment analysis, porters five force model, top winning strategies, top investment markets, emerging trends and technological analysis, case studies, strategic conclusions and recommendations and other key market insights.
Research Methodology
The complete research study was conducted in three phases, namely: secondary research, primary research, and expert panel review. key data point that enables the estimation of Natural Language Processing (NLP) market are as follows:
Research and development budgets of manufacturers and government spending
Revenues of key companies in the market segment
Number of end users and consumption volume, price and value.
Geographical revenues generate by countries considered in the report:
Micro and macro environment factors that are currently influencing the Natural Language Processing (NLP) market and their expected impact during the forecast period.
Market forecast was performed through proprietary software that analyzes various qualitative and quantitative factors. Growth rate and CAGR were estimated through intensive secondary and primary research. Data triangulation across various data points provides accuracy across various analyzed market segments in the report. Application of both top down and bottom-up approach for validation of market estimation assures logical, methodical and mathematical consistency of the quantitative data.
Market Segmentation
Solution
Statistical NLP
Rule-based NLP
Hybrid NLP
Technology
Interactive Voice Response (IVR)
Optical Character Recognition (OCR)
Pattern and Image Recognition
Auto-coding
Classification and Categorization
Text Analytics
Speech Analytics
Service
Managed Services
Professional Services
Deployment Model
Cloud-based Deployment
On-premises Deployment
Application
Machine Translation
Information Extraction
Report Generation
Question Answering
Text Processing
Industry Vertical
IT & Telecommunication
Automotive
Healthcare
Retail
Electronics
Media & Entertainment
Others (Aerospace, Transportation etc.)
Region Segment (2020-2030; US$ Million)
North America
U.S.
Canada
Rest of North America
UK and European Union
UK
Germany
Spain
Italy
France
Rest of Europe
Asia Pacific
China
Japan
India
Australia
South Korea
Rest of Asia Pacific
Latin America
Brazil
Mexico
Rest of Latin America
Middle East and Africa
GCC
Africa
Rest of Middle East and Africa
Global Impact of COVID-19 Segment (2020-2021; US$ Million )
Pre COVID-19 situation
Post COVID-19 situation
Key questions answered in this report:
What are the key micro and macro environmental factors that are impacting the growth of Natural Language Processing (NLP) market?
What are the key investment pockets with respect to product segments and geographies currently and during the forecast period?
Estimated forecast and market projections up to 2030.
Which segment accounts for the fastest CAGR during the forecast period?
Which market segment holds a larger market share and why?
Are low and middle-income economies investing in the Natural Language Processing (NLP) market?
Which is the largest regional market for Natural Language Processing (NLP) market?
What are the market trends and dynamics in emerging markets such as Asia Pacific, Latin America, and Middle East & Africa?
Which are the key trends driving Natural Language Processing (NLP) market growth?
Who are the key competitors and what are their key strategies to enhance their market presence in the Natural Language Processing (NLP) market worldwide?
Table of Contents
1. Preface
- 1.1. Report Description
- 1.1.1. Purpose of the Report
- 1.1.2. Target Audience
- 1.1.3. Key Offerings
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.3.1. Phase I - Secondary Research
- 1.3.2. Phase II - Primary Research
- 1.3.3. Phase III - Expert Panel Review
- 1.3.4. Assumptions
- 1.3.5. Approach Adopted
2. Executive Summary
- 2.1. Market Snapshot: Global Natural Language Processing (NLP) Market
- 2.2. Global Natural Language Processing (NLP) Market, By Solution, 2021 (US$ Million)
- 2.3. Global Natural Language Processing (NLP) Market, By Technology, 2021 (US$ Million)
- 2.4. Global Natural Language Processing (NLP) Market, By Service, 2021 (US$ Million)
- 2.5. Global Natural Language Processing (NLP) Market, By Deployment Model, 2021 (US$ Million)
- 2.6. Global Natural Language Processing (NLP) Market, By Application, 2021 (US$ Million)
- 2.7. Global Natural Language Processing (NLP) Market, By Industry Vertical, 2021 (US$ Million)
- 2.8. Global Natural Language Processing (NLP) Market, By Geography, 2021 (US$ Million)
- 2.9. Attractive Investment Proposition by Geography, 2021
3. Natural Language Processing (NLP) Market: Competitive Analysis
- 3.1. Market Positioning of Key Natural Language Processing (NLP) Market Vendors
- 3.2. Strategies Adopted by Natural Language Processing (NLP) Market Vendors
- 3.3. Key Industry Strategies
- 3.4. Tier Analysis 2021 Versus 2030
4. Natural Language Processing (NLP) Market: Macro Analysis & Market Dynamics
- 4.1. Introduction
- 4.2. Global Natural Language Processing (NLP) Market Value, 2020 - 2030, (US$ Million)
- 4.3. Market Dynamics
- 4.3.1. Market Drivers
- 4.3.2. Market Restraints
- 4.3.3. Key Challenges
- 4.3.4. Key Opportunities
- 4.4. Impact Analysis of Drivers and Restraints
- 4.5. See-Saw Analysis
5. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 5.1. Market Overview
- 5.2. Growth & Revenue Analysis: 2021 Versus 2030
- 5.3. Market Segmentation
- 5.3.1. Statistical NLP
- 5.3.2. Rule-based NLP
- 5.3.3. Hybrid NLP
6. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 6.1. Market Overview
- 6.2. Growth & Revenue Analysis: 2021 Versus 2030
- 6.3. Market Segmentation
- 6.3.1. Interactive Voice Response (IVR)
- 6.3.2. Optical Character Recognition (OCR)
- 6.3.3. Pattern and Image Recognition
- 6.3.4. Auto-coding
- 6.3.5. Classification and Categorization
- 6.3.6. Text Analytics
- 6.3.7. Speech Analytics
7. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 7.1. Market Overview
- 7.2. Growth & Revenue Analysis: 2021 Versus 2030
- 7.3. Market Segmentation
- 7.3.1. Managed Services
- 7.3.2. Professional Services
8. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 8.1. Market Overview
- 8.2. Growth & Revenue Analysis: 2021 Versus 2030
- 8.3. Market Segmentation
- 8.3.1. Cloud-based Deployment
- 8.3.2. On-premises Deployment
9. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 9.1. Market Overview
- 9.2. Growth & Revenue Analysis: 2021 Versus 2030
- 9.3. Market Segmentation
- 9.3.1. Machine Translation
- 9.3.2. Information Extraction
- 9.3.3. Report Generation
- 9.3.4. Question Answering
- 9.3.5. Text Processing
10. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 10.1. Market Overview
- 10.2. Growth & Revenue Analysis: 2021 Versus 2030
- 10.3. Market Segmentation
- 10.3.1. IT & Telecommunication
- 10.3.2. Automotive
- 10.3.3. Healthcare
- 10.3.4. Retail
- 10.3.5. Electronics
- 10.3.6. Media & Entertainment
- 10.3.7. Others (Aerospace, Transportation etc.)
11. North America Natural Language Processing (NLP) Market, 2020-2030, USD (Million)
- 11.1. Market Overview
- 11.2. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 11.3. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 11.4. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 11.5. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 11.6. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 11.7. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 11.8.Natural Language Processing (NLP) Market: By Region, 2020-2030, USD (Million)
- 11.8.1.North America
- 11.8.1.1. U.S.
- 11.8.1.1.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 11.8.1.1.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 11.8.1.1.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 11.8.1.1.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 11.8.1.1.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 11.8.1.1.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 11.8.1.2. Canada
- 11.8.1.2.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 11.8.1.2.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 11.8.1.2.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 11.8.1.2.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 11.8.1.2.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 11.8.1.2.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 11.8.1.3. Rest of North America
- 11.8.1.3.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 11.8.1.3.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 11.8.1.3.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 11.8.1.3.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 11.8.1.3.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 11.8.1.3.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
12. UK and European Union Natural Language Processing (NLP) Market, 2020-2030, USD (Million)
- 12.1. Market Overview
- 12.2. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.3. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.4. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.5. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.6. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.7. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 12.8.Natural Language Processing (NLP) Market: By Region, 2020-2030, USD (Million)
- 12.8.1.UK and European Union
- 12.8.1.1. UK
- 12.8.1.1.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.8.1.1.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.8.1.1.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.8.1.1.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.8.1.1.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.8.1.1.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 12.8.1.2. Germany
- 12.8.1.2.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.8.1.2.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.8.1.2.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.8.1.2.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.8.1.2.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.8.1.2.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 12.8.1.3. Spain
- 12.8.1.3.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.8.1.3.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.8.1.3.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.8.1.3.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.8.1.3.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.8.1.3.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 12.8.1.4. Italy
- 12.8.1.4.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.8.1.4.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.8.1.4.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.8.1.4.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.8.1.4.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.8.1.4.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 12.8.1.5. France
- 12.8.1.5.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.8.1.5.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.8.1.5.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.8.1.5.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.8.1.5.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.8.1.5.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 12.8.1.6. Rest of Europe
- 12.8.1.6.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 12.8.1.6.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 12.8.1.6.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 12.8.1.6.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 12.8.1.6.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 12.8.1.6.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
13. Asia Pacific Natural Language Processing (NLP) Market, 2020-2030, USD (Million)
- 13.1. Market Overview
- 13.2. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.3. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.4. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.5. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.6. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.7. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 13.8.Natural Language Processing (NLP) Market: By Region, 2020-2030, USD (Million)
- 13.8.1.Asia Pacific
- 13.8.1.1. China
- 13.8.1.1.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.8.1.1.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.8.1.1.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.8.1.1.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.8.1.1.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.8.1.1.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 13.8.1.2. Japan
- 13.8.1.2.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.8.1.2.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.8.1.2.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.8.1.2.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.8.1.2.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.8.1.2.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 13.8.1.3. India
- 13.8.1.3.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.8.1.3.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.8.1.3.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.8.1.3.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.8.1.3.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.8.1.3.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 13.8.1.4. Australia
- 13.8.1.4.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.8.1.4.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.8.1.4.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.8.1.4.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.8.1.4.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.8.1.4.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 13.8.1.5. South Korea
- 13.8.1.5.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.8.1.5.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.8.1.5.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.8.1.5.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.8.1.5.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.8.1.5.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 13.8.1.6. Rest of Asia Pacific
- 13.8.1.6.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 13.8.1.6.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 13.8.1.6.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 13.8.1.6.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 13.8.1.6.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 13.8.1.6.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
14. Latin America Natural Language Processing (NLP) Market, 2020-2030, USD (Million)
- 14.1. Market Overview
- 14.2. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 14.3. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 14.4. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 14.5. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 14.6. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 14.7. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 14.8.Natural Language Processing (NLP) Market: By Region, 2020-2030, USD (Million)
- 14.8.1.Latin America
- 14.8.1.1. Brazil
- 14.8.1.1.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 14.8.1.1.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 14.8.1.1.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 14.8.1.1.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 14.8.1.1.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 14.8.1.1.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 14.8.1.2. Mexico
- 14.8.1.2.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 14.8.1.2.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 14.8.1.2.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 14.8.1.2.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 14.8.1.2.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 14.8.1.2.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 14.8.1.3. Rest of Latin America
- 14.8.1.3.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 14.8.1.3.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 14.8.1.3.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 14.8.1.3.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 14.8.1.3.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 14.8.1.3.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
15. Middle East and Africa Natural Language Processing (NLP) Market, 2020-2030, USD (Million)
- 15.1. Market Overview
- 15.2. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 15.3. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 15.4. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 15.5. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 15.6. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 15.7. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 15.8.Natural Language Processing (NLP) Market: By Region, 2020-2030, USD (Million)
- 15.8.1.Middle East and Africa
- 15.8.1.1. GCC
- 15.8.1.1.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 15.8.1.1.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 15.8.1.1.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 15.8.1.1.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 15.8.1.1.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 15.8.1.1.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 15.8.1.2. Africa
- 15.8.1.2.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 15.8.1.2.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 15.8.1.2.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 15.8.1.2.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 15.8.1.2.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 15.8.1.2.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
- 15.8.1.3. Rest of Middle East and Africa
- 15.8.1.3.1. Natural Language Processing (NLP) Market: By Solution, 2020-2030, USD (Million)
- 15.8.1.3.1. Natural Language Processing (NLP) Market: By Technology, 2020-2030, USD (Million)
- 15.8.1.3.1. Natural Language Processing (NLP) Market: By Service, 2020-2030, USD (Million)
- 15.8.1.3.1. Natural Language Processing (NLP) Market: By Deployment Model, 2020-2030, USD (Million)
- 15.8.1.3.1. Natural Language Processing (NLP) Market: By Application, 2020-2030, USD (Million)
- 15.8.1.3.1. Natural Language Processing (NLP) Market: By Industry Vertical, 2020-2030, USD (Million)
16. Company Profile
- 16.1. Apple Inc.
- 16.1.1. Company Overview
- 16.1.2. Financial Performance
- 16.1.3. Product Portfolio
- 16.1.4. Strategic Initiatives
- 16.2. 3M Company
- 16.2.1. Company Overview
- 16.2.2. Financial Performance
- 16.2.3. Product Portfolio
- 16.2.4. Strategic Initiatives
- 16.3. Google LLC
- 16.3.1. Company Overview
- 16.3.2. Financial Performance
- 16.3.3. Product Portfolio
- 16.3.4. Strategic Initiatives
- 16.4. Dolbey Systems, Inc.
- 16.4.1. Company Overview
- 16.4.2. Financial Performance
- 16.4.3. Product Portfolio
- 16.4.4. Strategic Initiatives
- 16.5. International Business Machines Corporation
- 16.5.1. Company Overview
- 16.5.2. Financial Performance
- 16.5.3. Product Portfolio
- 16.5.4. Strategic Initiatives
- 16.6. Hewlett-Packard Corporation
- 16.6.1. Company Overview
- 16.6.2. Financial Performance
- 16.6.3. Product Portfolio
- 16.6.4. Strategic Initiatives
- 16.7. Amazon.com, Inc.
- 16.7.1. Company Overview
- 16.7.2. Financial Performance
- 16.7.3. Product Portfolio
- 16.7.4. Strategic Initiatives
- 16.8. NetBase Solutions, Inc.
- 16.8.1. Company Overview
- 16.8.2. Financial Performance
- 16.8.3. Product Portfolio
- 16.8.4. Strategic Initiatives
- 16.9. Microsoft Corporation
- 16.9.1. Company Overview
- 16.9.2. Financial Performance
- 16.9.3. Product Portfolio
- 16.9.4. Strategic Initiatives
- 16.10. SAS Institute Inc.
- 16.10.1. Company Overview
- 16.10.2. Financial Performance
- 16.10.3. Product Portfolio
- 16.10.4. Strategic Initiatives
- 16.11. Verint Systems
- 16.11.1. Company Overview
- 16.11.2. Financial Performance
- 16.11.3. Product Portfolio
- 16.11.4. Strategic Initiatives
- 16.12. SparkCognition, Inc.
- 16.12.1. Company Overview
- 16.12.2. Financial Performance
- 16.12.3. Product Portfolio
- 16.12.4. Strategic Initiatives
- 16.13. Naunce Communications, Inc.
- 16.13.1. Company Overview
- 16.13.2. Financial Performance
- 16.13.3. Product Portfolio
- 16.13.4. Strategic Initiatives
- 16.14. Inbenta Technologies Inc.
- 16.14.1. Company Overview
- 16.14.2. Financial Performance
- 16.14.3. Product Portfolio
- 16.14.4. Strategic Initiatives