Natural Language Processing Market By Type (Rule Based, Statistical, Hybrid); By Deployment Model (On-Premise, Cloud); By Technology (Interactive Voice Response (IVR), Optical Character Recognition (OCR), Pattern and Image Recognition, Autocoding, Classification and Categorization, Text Analytics, Speech Analytics); By Service (Managed Service, Professional Service); By Application (Information Extraction, Machine Translation, Report Generation, Others); By End User (Banking, Financial Services and Insurance (BFSI), IT and Telecommunication, Government, Retail and Consumer Goods, Healthcare, Education, Automotive, Media and Entertainment, Energy and Utilities, Others); By Region (U.S, Canada, Mexico, France, The UK, Spain, Germany, Italy, Nordic Countries, Benelux Union, Rest of Europe, China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia, Rest of Asia Pacific, Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa, Brazil, Argentina, Rest of Latin America) – Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2019 – 2027
Industry Trends
In terms of revenue, the natural language processing market stood at US$ 12,749 Mn in 2018 and is anticipated to reach US$ 42,591 Mn by 2027, expanding at a CAGR of 18.4% from 2019 – 2027.
The technology which is used to aid computers to understand and process human language is called Natural Language Processing (NLP). This technology technically comes under the sub-field of computer science, especially artificial intelligence (AI). NLP is currently one of the major successful application areas for deep learning, despite its failure stories. The other applications of NLP include machine translation, text categorization, spam filtering, information extraction, automatic summarization, dialogue system among others.
Due to an increased demand for enhanced customer experience, many companies these days are looking out for solutions that are powered by AI specifically Natural Language Processing. As the technology can understand the query of a customer and reply to them on a real-time basis, many major organizations/key market players are implementing the technology to be the virtual face of the company. However, the natural language processing market have concerns with respect to low adoption. The return on investment of the technology after implementation is much lower when compared with the alternatives, including humans.
Some of the technologies prevailing in the market include interactive voice response (IVR), optical character recognition (OCR), pattern and image recognition, autocoding, classification and categorization, text analytics and speech analytics. These technologies are mostly adopted/going to be adopted by the organizations widely in the low level tasks where the risks are less for them. The NLP technology will conceivably augment the existing web crawler technologies that look/search for specific information and alert users about new information that may help them.
On-Premise segment held the largest share in 2018. On the other hand, cloud based deployment type is expected to witness the highest CAGR over the forecast period. The latter is gaining popularity owing to cost savings and convenience factors.
The hybrid type is expected to exhibit the highest growth over the next eight years. Rising demand for chatbots in the market that mainly operates with a hybrid mode use both natural language processing and conversational interface to offer the best virtual platforms/services. For instance, the interaction with Echo Show make voice commands using touch screen.
By end user type, healthcare segment is anticipated to witness prominent growth over the forecast period. Growing demand to improve the provider electronic health record (EHR) experience is a prime concern within healthcare organizations. The main goal of the healthcare organizations is to provide undivided attention on the well-being of patients. As a result, the burden associated with the documentation requirements, should not be a primary concern among providers. Thus, NLP tools such as voice recognition, offer viable solution to EHR distress. The clinicians use this technology as an alternative option to writing or typing clinical notes. The natural processing language has a wide penetration in the education industry. For instance, the Writing Mentor aims to help those who wants to polish their English language skills. It offers coherence, feedback and suggestions related to the best choice of words. The same gives continuous feedback and also helps to build report for tracking improvements. The Text Evaluator is an educational tool that helps teachers select the best texts for instructional process. Some of the variables taken into consideration are readability, complexity argumentation and so on. The Hemingway is a text editor to help writers improve their style. It helps in trimming the lengthy sentences, highlights sentences that are too complicated in nature and provide suggestions regarding the usage of better synonyms.
The comparison of the global outlook specific to the market has led to the conclusion that out of all the regions, the North America is the largest contributor in the market and have seen a steady growth due to the rapid technological advancements.
Global Natural Language Processing Market Revenue & Forecast, (US$ Million), 2015 – 2027
Competitive Landscape
The report provides both, qualitative and quantitative research of natural language processing market, as well as provides comprehensive insights and favored development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analyzed in the report. For each company, the report studies their global presence, competitors, service offerings, specification, pricing, and gross margin.
Some of the players operating in global natural language processing market are 3M Company, Abe AI Inc., Amazon Web Services, Inc., Apple Inc., Aylien Ltd., Cortical.io AG, DigitalGenius, Inc., Dolbey Systems, Inc., Expert System S.p.A., ExplosionAI GmbH, Flamingo Ai, Google LLC, Hewlett Packard Enterprise Co., IBM Corporation, Lexalytics, Inc., Microsoft Corporation, MobVoi Inc. (HK SMARTMV LIMITED), MonkeyLearn Inc., NetBase Solutions, Inc., SAS Institute Inc., SoundHound, Inc., TextRazor Ltd., Verint Systems Inc. amongst others.
Natural Language Processing Market:
- By Type
- Rule Based
- Statistical
- Hybrid
- By Deployment Model
- On-Premise
- Cloud
- By Technology
- Interactive Voice Response (IVR)
- Optical Character Recognition (OCR)
- Pattern and Image Recognition
- Autocoding
- Classification and Categorization
- Text Analytics
- Speech Analytics
- By Service
- Managed Service
- Professional Service
- By Application
- Information Extraction
- Machine Translation
- Report Generation
- Others
- By End User
- Banking, Financial Services and Insurance (BFSI)
- IT and Telecommunication
- Government
- Retail & Consumer Goods
- Healthcare
- Education
- Automotive
- Media and Entertainment
- Energy and Utilities
- Others
- By Region
- North America
- U.S.
- Canada
- Mexico
- Europe
- France
- The UK
- Spain
- Germany
- Italy
- Nordic Countries
- Denmark
- Finland
- Iceland
- Sweden
- Norway
- Benelux Union
- Belgium
- The Netherlands
- Luxembourg
- Rest of Europe
- Asia Pacific
- China
- Japan
- India
- New Zealand
- Australia
- South Korea
- Southeast Asia
- Indonesia
- Thailand
- Malaysia
- Singapore
- Rest of Southeast Asia
- Rest of Asia Pacific
- Middle East and Africa
- Saudi Arabia
- UAE
- Egypt
- Kuwait
- South Africa
- Rest of Middle East & Africa
- Latin America
- Brazil
- Argentina
- Rest of Latin America
- North America
Table
of Contents
1. Market Scope
1.1. Market
Segmentation
1.2. Years
Considered
1.2.1. Historic
Years: 2015 - 2017
1.2.2. Base Year:
2018
1.2.3. Forecast
Years: 2019 – 2027
2. Key Target
Audiences
3. Research
Methodology
3.1. Primary
Research
3.1.1. Research
Questionnaire
3.1.2. Global
Percentage Breakdown
3.1.3. Primary
Interviews: Key Opinion Leaders (KOLs)
3.2. Secondary
Research
3.2.1. Paid Databases
3.2.2. Secondary
Sources
3.3. Market Size
Estimates
3.3.1. Top-Down
Approach
3.3.2. Bottom-Up
Approach
3.4. Data
Triangulation Methodology
3.5. Research
Assumptions
4. Recommendations
and Insights from AMI’s Perspective**
5. Holistic
Overview of Natural Language Processing Market
6. Market
Synopsis: Natural Language Processing
Market
7. Natural
Language Processing Market Analysis: Qualitative Perspective
7.1. Introduction
7.1.1. Product
Definition
7.1.2. Industry
Development
7.2. Market Dynamics
7.2.1. Drivers
7.2.2. Restraints
7.2.3. Opportunities
7.3. Trends in
Natural Language Processing Market
7.4. Market
Determinants Radar Chart
7.5. Macro-Economic
and Micro-Economic Indicators: Natural Language Processing Market
7.6. Porter’s Five
Force Analysis
8. Global
Natural Language Processing Market Analysis and Forecasts, 2019 – 2027
8.1. Overview
8.1.1. Global Natural
Language Processing Market Revenue (US$ Mn)
8.2. Global Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Type
8.2.1. Rule Based
8.2.1.1.
Definition
8.2.1.2.
Market Estimation and Penetration, 2015 – 2018
8.2.1.3.
Market Forecast, 2019 – 2027
8.2.1.4.
Compound Annual Growth Rate (CAGR)
8.2.1.5.
Regional Bifurcation
8.2.1.5.1.
North America
8.2.1.5.1.1.
Market Estimation, 2015 – 2018
8.2.1.5.1.2.
Market Forecast, 2019 – 2027
8.2.1.5.2.
Europe
8.2.1.5.2.1.
Market Estimation, 2015 – 2018
8.2.1.5.2.2.
Market Forecast, 2019 – 2027
8.2.1.5.3.
Asia Pacific
8.2.1.5.3.1.
Market Estimation, 2015 – 2018
8.2.1.5.3.2.
Market Forecast, 2019 – 2027
8.2.1.5.4.
Middle East and Africa
8.2.1.5.4.1.
Market Estimation, 2015 – 2018
8.2.1.5.4.2.
Market Forecast, 2019 – 2027
8.2.1.5.5.
Latin America
8.2.1.5.5.1.
Market Estimation, 2015 – 2018
8.2.1.5.5.2.
Market Forecast, 2019 – 2027
8.2.2. Statistical
8.2.2.1.
Definition
8.2.2.2.
Market Estimation and Penetration, 2015 – 2018
8.2.2.3.
Market Forecast, 2019 – 2027
8.2.2.4.
Compound Annual Growth Rate (CAGR)
8.2.2.5.
Regional Bifurcation
8.2.2.5.1.
North America
8.2.2.5.1.1.
Market Estimation, 2015 – 2018
8.2.2.5.1.2.
Market Forecast, 2019 – 2027
8.2.2.5.2.
Europe
8.2.2.5.2.1.
Market Estimation, 2015 – 2018
8.2.2.5.2.2.
Market Forecast, 2019 – 2027
8.2.2.5.3.
Asia Pacific
8.2.2.5.3.1.
Market Estimation, 2015 – 2018
8.2.2.5.3.2.
Market Forecast, 2019 – 2027
8.2.2.5.4.
Middle East and Africa
8.2.2.5.4.1.
Market Estimation, 2015 – 2018
8.2.2.5.4.2.
Market Forecast, 2019 – 2027
8.2.2.5.5.
Latin America
8.2.2.5.5.1.
Market Estimation, 2015 – 2018
8.2.2.5.5.2.
Market Forecast, 2019 – 2027
8.2.3. Hybrid
8.2.3.1.
Definition
8.2.3.2.
Market Estimation and Penetration, 2015 – 2018
8.2.3.3.
Market Forecast, 2019 – 2027
8.2.3.4.
Compound Annual Growth Rate (CAGR)
8.2.3.5.
Regional Bifurcation
8.2.3.5.1.
North America
8.2.3.5.1.1.
Market Estimation, 2015 – 2018
8.2.3.5.1.2.
Market Forecast, 2019 – 2027
8.2.3.5.2.
Europe
8.2.3.5.2.1.
Market Estimation, 2015 – 2018
8.2.3.5.2.2.
Market Forecast, 2019 – 2027
8.2.3.5.3.
Asia Pacific
8.2.3.5.3.1.
Market Estimation, 2015 – 2018
8.2.3.5.3.2.
Market Forecast, 2019 – 2027
8.2.3.5.4.
Middle East and Africa
8.2.3.5.4.1.
Market Estimation, 2015 – 2018
8.2.3.5.4.2.
Market Forecast, 2019 – 2027
8.2.3.5.5.
Latin America
8.2.3.5.5.1.
Market Estimation, 2015 – 2018
8.2.3.5.5.2.
Market Forecast, 2019 – 2027
8.3. Key Segment for Channeling Investments
8.3.1. By Type
9. Global
Natural Language Processing Market Analysis and Forecasts, 2019 – 2027
9.1. Overview
9.2. Global Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Deployment Model
9.2.1. On-Premise
9.2.1.1.
Definition
9.2.1.2.
Market Estimation and Penetration, 2015 – 2018
9.2.1.3.
Market Forecast, 2019 – 2027
9.2.1.4.
Compound Annual Growth Rate (CAGR)
9.2.1.5.
Regional Bifurcation
9.2.1.5.1.
North America
9.2.1.5.1.1.
Market Estimation, 2015 – 2018
9.2.1.5.1.2.
Market Forecast, 2019 – 2027
9.2.1.5.2.
Europe
9.2.1.5.2.1.
Market Estimation, 2015 – 2018
9.2.1.5.2.2.
Market Forecast, 2019 – 2027
9.2.1.5.3.
Asia Pacific
9.2.1.5.3.1.
Market Estimation, 2015 – 2018
9.2.1.5.3.2.
Market Forecast, 2019 – 2027
9.2.1.5.4.
Middle East and Africa
9.2.1.5.4.1.
Market Estimation, 2015 – 2018
9.2.1.5.4.2.
Market Forecast, 2019 – 2027
9.2.1.5.5.
Latin America
9.2.1.5.5.1.
Market Estimation, 2015 – 2018
9.2.1.5.5.2.
Market Forecast, 2019 – 2027
9.2.2. Cloud
9.2.2.1.
Definition
9.2.2.2.
Market Estimation and Penetration, 2015 – 2018
9.2.2.3.
Market Forecast, 2019 – 2027
9.2.2.4.
Compound Annual Growth Rate (CAGR)
9.2.2.5.
Regional Bifurcation
9.2.2.5.1.
North America
9.2.2.5.1.1.
Market Estimation, 2015 – 2018
9.2.2.5.1.2.
Market Forecast, 2019 – 2027
9.2.2.5.2.
Europe
9.2.2.5.2.1.
Market Estimation, 2015 – 2018
9.2.2.5.2.2.
Market Forecast, 2019 – 2027
9.2.2.5.3.
Asia Pacific
9.2.2.5.3.1.
Market Estimation, 2015 – 2018
9.2.2.5.3.2.
Market Forecast, 2019 – 2027
9.2.2.5.4.
Middle East and Africa
9.2.2.5.4.1.
Market Estimation, 2015 – 2018
9.2.2.5.4.2.
Market Forecast, 2019 – 2027
9.2.2.5.5.
Latin America
9.2.2.5.5.1.
Market Estimation, 2015 – 2018
9.2.2.5.5.2.
Market Forecast, 2019 – 2027
9.3. Key Segment for Channeling Investments
9.3.1. By Deployment
Model
10. Global
Natural Language Processing Market Analysis and Forecasts, 2019 – 2027
10.1. Overview
10.2. Global Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Technology
10.2.1.
Interactive Voice Response (IVR)
10.2.1.1.
Definition
10.2.1.2.
Market Estimation and Penetration, 2015 – 2018
10.2.1.3.
Market Forecast, 2019 – 2027
10.2.1.4.
Compound Annual Growth Rate (CAGR)
10.2.1.5.
Regional Bifurcation
10.2.1.5.1.
North America
10.2.1.5.1.1.
Market Estimation, 2015 – 2018
10.2.1.5.1.2.
Market Forecast, 2019 – 2027
10.2.1.5.2.
Europe
10.2.1.5.2.1.
Market Estimation, 2015 – 2018
10.2.1.5.2.2.
Market Forecast, 2019 – 2027
10.2.1.5.3.
Asia Pacific
10.2.1.5.3.1.
Market Estimation, 2015 – 2018
10.2.1.5.3.2.
Market Forecast, 2019 – 2027
10.2.1.5.4.
Middle East and Africa
10.2.1.5.4.1.
Market Estimation, 2015 – 2018
10.2.1.5.4.2.
Market Forecast, 2019 – 2027
10.2.1.5.5.
Latin America
10.2.1.5.5.1.
Market Estimation, 2015 – 2018
10.2.1.5.5.2.
Market Forecast, 2019 – 2027
10.2.2.
Optical Character Recognition (OCR)
10.2.2.1.
Definition
10.2.2.2.
Market Estimation and Penetration, 2015 – 2018
10.2.2.3.
Market Forecast, 2019 – 2027
10.2.2.4.
Compound Annual Growth Rate (CAGR)
10.2.2.5.
Regional Bifurcation
10.2.2.5.1.
North America
10.2.2.5.1.1.
Market Estimation, 2015 – 2018
10.2.2.5.1.2.
Market Forecast, 2019 – 2027
10.2.2.5.2.
Europe
10.2.2.5.2.1.
Market Estimation, 2015 – 2018
10.2.2.5.2.2.
Market Forecast, 2019 – 2027
10.2.2.5.3.
Asia Pacific
10.2.2.5.3.1.
Market Estimation, 2015 – 2018
10.2.2.5.3.2.
Market Forecast, 2019 – 2027
10.2.2.5.4.
Middle East and Africa
10.2.2.5.4.1.
Market Estimation, 2015 – 2018
10.2.2.5.4.2.
Market Forecast, 2019 – 2027
10.2.2.5.5.
Latin America
10.2.2.5.5.1.
Market Estimation, 2015 – 2018
10.2.2.5.5.2.
Market Forecast, 2019 – 2027
10.2.3.
Pattern and Image Recognition
10.2.3.1.
Definition
10.2.3.2.
Market Estimation and Penetration, 2015 – 2018
10.2.3.3.
Market Forecast, 2019 – 2027
10.2.3.4.
Compound Annual Growth Rate (CAGR)
10.2.3.5.
Regional Bifurcation
10.2.3.5.1.
North America
10.2.3.5.1.1.
Market Estimation, 2015 – 2018
10.2.3.5.1.2.
Market Forecast, 2019 – 2027
10.2.3.5.2.
Europe
10.2.3.5.2.1.
Market Estimation, 2015 – 2018
10.2.3.5.2.2.
Market Forecast, 2019 – 2027
10.2.3.5.3.
Asia Pacific
10.2.3.5.3.1.
Market Estimation, 2015 – 2018
10.2.3.5.3.2.
Market Forecast, 2019 – 2027
10.2.3.5.4.
Middle East and Africa
10.2.3.5.4.1.
Market Estimation, 2015 – 2018
10.2.3.5.4.2.
Market Forecast, 2019 – 2027
10.2.3.5.5.
Latin America
10.2.3.5.5.1.
Market Estimation, 2015 – 2018
10.2.3.5.5.2.
Market Forecast, 2019 – 2027
10.2.4.
Autocoding
10.2.4.1.
Definition
10.2.4.2.
Market Estimation and Penetration, 2015 – 2018
10.2.4.3.
Market Forecast, 2019 – 2027
10.2.4.4.
Compound Annual Growth Rate (CAGR)
10.2.4.5.
Regional Bifurcation
10.2.4.5.1.
North America
10.2.4.5.1.1.
Market Estimation, 2015 – 2018
10.2.4.5.1.2.
Market Forecast, 2019 – 2027
10.2.4.5.2.
Europe
10.2.4.5.2.1.
Market Estimation, 2015 – 2018
10.2.4.5.2.2.
Market Forecast, 2019 – 2027
10.2.4.5.3.
Asia Pacific
10.2.4.5.3.1.
Market Estimation, 2015 – 2018
10.2.4.5.3.2.
Market Forecast, 2019 – 2027
10.2.4.5.4.
Middle East and Africa
10.2.4.5.4.1.
Market Estimation, 2015 – 2018
10.2.4.5.4.2.
Market Forecast, 2019 – 2027
10.2.4.5.5.
Latin America
10.2.4.5.5.1.
Market Estimation, 2015 – 2018
10.2.4.5.5.2.
Market Forecast, 2019 – 2027
10.2.5.
Classification and Categorization
10.2.5.1.
Definition
10.2.5.2.
Market Estimation and Penetration, 2015 – 2018
10.2.5.3.
Market Forecast, 2019 – 2027
10.2.5.4.
Compound Annual Growth Rate (CAGR)
10.2.5.5.
Regional Bifurcation
10.2.5.5.1.
North America
10.2.5.5.1.1.
Market Estimation, 2015 – 2018
10.2.5.5.1.2.
Market Forecast, 2019 – 2027
10.2.5.5.2.
Europe
10.2.5.5.2.1.
Market Estimation, 2015 – 2018
10.2.5.5.2.2.
Market Forecast, 2019 – 2027
10.2.5.5.3.
Asia Pacific
10.2.5.5.3.1.
Market Estimation, 2015 – 2018
10.2.5.5.3.2.
Market Forecast, 2019 – 2027
10.2.5.5.4.
Middle East and Africa
10.2.5.5.4.1.
Market Estimation, 2015 – 2018
10.2.5.5.4.2.
Market Forecast, 2019 – 2027
10.2.5.5.5.
Latin America
10.2.5.5.5.1.
Market Estimation, 2015 – 2018
10.2.5.5.5.2.
Market Forecast, 2019 – 2027
10.2.6.
Text Analytics
10.2.6.1.
Definition
10.2.6.2.
Market Estimation and Penetration, 2015 – 2018
10.2.6.3.
Market Forecast, 2019 – 2027
10.2.6.4.
Compound Annual Growth Rate (CAGR)
10.2.6.5.
Regional Bifurcation
10.2.6.5.1.
North America
10.2.6.5.1.1.
Market Estimation, 2015 – 2018
10.2.6.5.1.2.
Market Forecast, 2019 – 2027
10.2.6.5.2.
Europe
10.2.6.5.2.1.
Market Estimation, 2015 – 2018
10.2.6.5.2.2.
Market Forecast, 2019 – 2027
10.2.6.5.3.
Asia Pacific
10.2.6.5.3.1.
Market Estimation, 2015 – 2018
10.2.6.5.3.2.
Market Forecast, 2019 – 2027
10.2.6.5.4.
Middle East and Africa
10.2.6.5.4.1.
Market Estimation, 2015 – 2018
10.2.6.5.4.2.
Market Forecast, 2019 – 2027
10.2.6.5.5.
Latin America
10.2.6.5.5.1.
Market Estimation, 2015 – 2018
10.2.6.5.5.2.
Market Forecast, 2019 – 2027
10.2.7.
Speech Analytics
10.2.7.1.
Definition
10.2.7.2.
Market Estimation and Penetration, 2015 – 2018
10.2.7.3.
Market Forecast, 2019 – 2027
10.2.7.4.
Compound Annual Growth Rate (CAGR)
10.2.7.5.
Regional Bifurcation
10.2.7.5.1.
North America
10.2.7.5.1.1.
Market Estimation, 2015 – 2018
10.2.7.5.1.2.
Market Forecast, 2019 – 2027
10.2.7.5.2.
Europe
10.2.7.5.2.1.
Market Estimation, 2015 – 2018
10.2.7.5.2.2.
Market Forecast, 2019 – 2027
10.2.7.5.3.
Asia Pacific
10.2.7.5.3.1.
Market Estimation, 2015 – 2018
10.2.7.5.3.2.
Market Forecast, 2019 – 2027
10.2.7.5.4.
Middle East and Africa
10.2.7.5.4.1.
Market Estimation, 2015 – 2018
10.2.7.5.4.2.
Market Forecast, 2019 – 2027
10.2.7.5.5.
Latin America
10.2.7.5.5.1.
Market Estimation, 2015 – 2018
10.2.7.5.5.2.
Market Forecast, 2019 – 2027
10.3. Key Segment for Channeling Investments
10.3.1.
By Technology
11. Global
Natural Language Processing Market Analysis and Forecasts, 2019 – 2027
11.1. Overview
11.2. Global Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Service
11.2.1.
Managed Service
11.2.1.1.
Definition
11.2.1.2.
Market Estimation and Penetration, 2015 – 2018
11.2.1.3.
Market Forecast, 2019 – 2027
11.2.1.4.
Compound Annual Growth Rate (CAGR)
11.2.1.5.
Regional Bifurcation
11.2.1.5.1.
North America
11.2.1.5.1.1.
Market Estimation, 2015 – 2018
11.2.1.5.1.2.
Market Forecast, 2019 – 2027
11.2.1.5.2.
Europe
11.2.1.5.2.1.
Market Estimation, 2015 – 2018
11.2.1.5.2.2.
Market Forecast, 2019 – 2027
11.2.1.5.3.
Asia Pacific
11.2.1.5.3.1.
Market Estimation, 2015 – 2018
11.2.1.5.3.2.
Market Forecast, 2019 – 2027
11.2.1.5.4.
Middle East and Africa
11.2.1.5.4.1.
Market Estimation, 2015 – 2018
11.2.1.5.4.2.
Market Forecast, 2019 – 2027
11.2.1.5.5.
Latin America
11.2.1.5.5.1.
Market Estimation, 2015 – 2018
11.2.1.5.5.2.
Market Forecast, 2019 – 2027
11.2.2.
Professional Service
11.2.2.1.
Definition
11.2.2.2.
Market Estimation and Penetration, 2015 – 2018
11.2.2.3.
Market Forecast, 2019 – 2027
11.2.2.4.
Compound Annual Growth Rate (CAGR)
11.2.2.5.
Regional Bifurcation
11.2.2.5.1.
North America
11.2.2.5.1.1.
Market Estimation, 2015 – 2018
11.2.2.5.1.2.
Market Forecast, 2019 – 2027
11.2.2.5.2.
Europe
11.2.2.5.2.1.
Market Estimation, 2015 – 2018
11.2.2.5.2.2.
Market Forecast, 2019 – 2027
11.2.2.5.3.
Asia Pacific
11.2.2.5.3.1.
Market Estimation, 2015 – 2018
11.2.2.5.3.2.
Market Forecast, 2019 – 2027
11.2.2.5.4.
Middle East and Africa
11.2.2.5.4.1.
Market Estimation, 2015 – 2018
11.2.2.5.4.2.
Market Forecast, 2019 – 2027
11.2.2.5.5.
Latin America
11.2.2.5.5.1.
Market Estimation, 2015 – 2018
11.2.2.5.5.2.
Market Forecast, 2019 – 2027
11.3. Key Segment for Channeling Investments
11.3.1.
By Service
12. Global
Natural Language Processing Market Analysis and Forecasts, 2019 – 2027
12.1. Overview
12.2. Global Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Application
12.2.1.
Information Extraction
12.2.1.1.
Definition
12.2.1.2.
Market Estimation and Penetration, 2015 – 2018
12.2.1.3.
Market Forecast, 2019 – 2027
12.2.1.4.
Compound Annual Growth Rate (CAGR)
12.2.1.5.
Regional Bifurcation
12.2.1.5.1.
North America
12.2.1.5.1.1.
Market Estimation, 2015 – 2018
12.2.1.5.1.2.
Market Forecast, 2019 – 2027
12.2.1.5.2.
Europe
12.2.1.5.2.1.
Market Estimation, 2015 – 2018
12.2.1.5.2.2.
Market Forecast, 2019 – 2027
12.2.1.5.3.
Asia Pacific
12.2.1.5.3.1.
Market Estimation, 2015 – 2018
12.2.1.5.3.2.
Market Forecast, 2019 – 2027
12.2.1.5.4.
Middle East and Africa
12.2.1.5.4.1.
Market Estimation, 2015 – 2018
12.2.1.5.4.2.
Market Forecast, 2019 – 2027
12.2.1.5.5.
Latin America
12.2.1.5.5.1.
Market Estimation, 2015 – 2018
12.2.1.5.5.2.
Market Forecast, 2019 – 2027
12.2.2.
Machine Translation
12.2.2.1.
Definition
12.2.2.2.
Market Estimation and Penetration, 2015 – 2018
12.2.2.3.
Market Forecast, 2019 – 2027
12.2.2.4.
Compound Annual Growth Rate (CAGR)
12.2.2.5.
Regional Bifurcation
12.2.2.5.1.
North America
12.2.2.5.1.1.
Market Estimation, 2015 – 2018
12.2.2.5.1.2.
Market Forecast, 2019 – 2027
12.2.2.5.2.
Europe
12.2.2.5.2.1.
Market Estimation, 2015 – 2018
12.2.2.5.2.2.
Market Forecast, 2019 – 2027
12.2.2.5.3.
Asia Pacific
12.2.2.5.3.1.
Market Estimation, 2015 – 2018
12.2.2.5.3.2.
Market Forecast, 2019 – 2027
12.2.2.5.4.
Middle East and Africa
12.2.2.5.4.1.
Market Estimation, 2015 – 2018
12.2.2.5.4.2.
Market Forecast, 2019 – 2027
12.2.2.5.5.
Latin America
12.2.2.5.5.1.
Market Estimation, 2015 – 2018
12.2.2.5.5.2.
Market Forecast, 2019 – 2027
12.2.3.
Report Generation
12.2.3.1.
Definition
12.2.3.2.
Market Estimation and Penetration, 2015 – 2018
12.2.3.3.
Market Forecast, 2019 – 2027
12.2.3.4.
Compound Annual Growth Rate (CAGR)
12.2.3.5.
Regional Bifurcation
12.2.3.5.1.
North America
12.2.3.5.1.1.
Market Estimation, 2015 – 2018
12.2.3.5.1.2.
Market Forecast, 2019 – 2027
12.2.3.5.2.
Europe
12.2.3.5.2.1.
Market Estimation, 2015 – 2018
12.2.3.5.2.2.
Market Forecast, 2019 – 2027
12.2.3.5.3.
Asia Pacific
12.2.3.5.3.1.
Market Estimation, 2015 – 2018
12.2.3.5.3.2.
Market Forecast, 2019 – 2027
12.2.3.5.4.
Middle East and Africa
12.2.3.5.4.1.
Market Estimation, 2015 – 2018
12.2.3.5.4.2.
Market Forecast, 2019 – 2027
12.2.3.5.5.
Latin America
12.2.3.5.5.1.
Market Estimation, 2015 – 2018
12.2.3.5.5.2.
Market Forecast, 2019 – 2027
12.2.4.
Others
12.2.4.1.
Definition
12.2.4.2.
Market Estimation and Penetration, 2015 – 2018
12.2.4.3.
Market Forecast, 2019 – 2027
12.2.4.4.
Compound Annual Growth Rate (CAGR)
12.2.4.5.
Regional Bifurcation
12.2.4.5.1.
North America
12.2.4.5.1.1.
Market Estimation, 2015 – 2018
12.2.4.5.1.2.
Market Forecast, 2019 – 2027
12.2.4.5.2.
Europe
12.2.4.5.2.1.
Market Estimation, 2015 – 2018
12.2.4.5.2.2.
Market Forecast, 2019 – 2027
12.2.4.5.3.
Asia Pacific
12.2.4.5.3.1.
Market Estimation, 2015 – 2018
12.2.4.5.3.2.
Market Forecast, 2019 – 2027
12.2.4.5.4.
Middle East and Africa
12.2.4.5.4.1.
Market Estimation, 2015 – 2018
12.2.4.5.4.2.
Market Forecast, 2019 – 2027
12.2.4.5.5.
Latin America
12.2.4.5.5.1.
Market Estimation, 2015 – 2018
12.2.4.5.5.2.
Market Forecast, 2019 – 2027
12.3. Key Segment for Channeling Investments
12.3.1.
By Application
13. Global
Natural Language Processing Market Analysis and Forecasts, 2019 – 2027
13.1. Overview
13.2. Global Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By End User
13.2.1.
Banking, Financial Services and Insurance (BFSI)
13.2.1.1.
Definition
13.2.1.2.
Market Estimation and Penetration, 2015 – 2018
13.2.1.3.
Market Forecast, 2019 – 2027
13.2.1.4.
Compound Annual Growth Rate (CAGR)
13.2.1.5.
Regional Bifurcation
13.2.1.5.1.
North America
13.2.1.5.1.1.
Market Estimation, 2015 – 2018
13.2.1.5.1.2.
Market Forecast, 2019 – 2027
13.2.1.5.2.
Europe
13.2.1.5.2.1.
Market Estimation, 2015 – 2018
13.2.1.5.2.2.
Market Forecast, 2019 – 2027
13.2.1.5.3.
Asia Pacific
13.2.1.5.3.1.
Market Estimation, 2015 – 2018
13.2.1.5.3.2.
Market Forecast, 2019 – 2027
13.2.1.5.4.
Middle East and Africa
13.2.1.5.4.1.
Market Estimation, 2015 – 2018
13.2.1.5.4.2.
Market Forecast, 2019 – 2027
13.2.1.5.5.
Latin America
13.2.1.5.5.1.
Market Estimation, 2015 – 2018
13.2.1.5.5.2.
Market Forecast, 2019 – 2027
13.2.2.
IT and Telecommunication
13.2.2.1.
Definition
13.2.2.2.
Market Estimation and Penetration, 2015 – 2018
13.2.2.3.
Market Forecast, 2019 – 2027
13.2.2.4.
Compound Annual Growth Rate (CAGR)
13.2.2.5.
Regional Bifurcation
13.2.2.5.1.
North America
13.2.2.5.1.1.
Market Estimation, 2015 – 2018
13.2.2.5.1.2.
Market Forecast, 2019 – 2027
13.2.2.5.2.
Europe
13.2.2.5.2.1.
Market Estimation, 2015 – 2018
13.2.2.5.2.2.
Market Forecast, 2019 – 2027
13.2.2.5.3.
Asia Pacific
13.2.2.5.3.1.
Market Estimation, 2015 – 2018
13.2.2.5.3.2.
Market Forecast, 2019 – 2027
13.2.2.5.4.
Middle East and Africa
13.2.2.5.4.1.
Market Estimation, 2015 – 2018
13.2.2.5.4.2.
Market Forecast, 2019 – 2027
13.2.2.5.5.
Latin America
13.2.2.5.5.1.
Market Estimation, 2015 – 2018
13.2.2.5.5.2.
Market Forecast, 2019 – 2027
13.2.3.
Government
13.2.3.1.
Definition
13.2.3.2.
Market Estimation and Penetration, 2015 – 2018
13.2.3.3.
Market Forecast, 2019 – 2027
13.2.3.4.
Compound Annual Growth Rate (CAGR)
13.2.3.5.
Regional Bifurcation
13.2.3.5.1.
North America
13.2.3.5.1.1.
Market Estimation, 2015 – 2018
13.2.3.5.1.2.
Market Forecast, 2019 – 2027
13.2.3.5.2.
Europe
13.2.3.5.2.1.
Market Estimation, 2015 – 2018
13.2.3.5.2.2.
Market Forecast, 2019 – 2027
13.2.3.5.3.
Asia Pacific
13.2.3.5.3.1.
Market Estimation, 2015 – 2018
13.2.3.5.3.2.
Market Forecast, 2019 – 2027
13.2.3.5.4.
Middle East and Africa
13.2.3.5.4.1.
Market Estimation, 2015 – 2018
13.2.3.5.4.2.
Market Forecast, 2019 – 2027
13.2.3.5.5.
Latin America
13.2.3.5.5.1.
Market Estimation, 2015 – 2018
13.2.3.5.5.2.
Market Forecast, 2019 – 2027
13.2.4.
Retail and Consumer Goods
13.2.4.1.
Definition
13.2.4.2.
Market Estimation and Penetration, 2015 – 2018
13.2.4.3.
Market Forecast, 2019 – 2027
13.2.4.4.
Compound Annual Growth Rate (CAGR)
13.2.4.5.
Regional Bifurcation
13.2.4.5.1.
North America
13.2.4.5.1.1.
Market Estimation, 2015 – 2018
13.2.4.5.1.2.
Market Forecast, 2019 – 2027
13.2.4.5.2.
Europe
13.2.4.5.2.1.
Market Estimation, 2015 – 2018
13.2.4.5.2.2.
Market Forecast, 2019 – 2027
13.2.4.5.3.
Asia Pacific
13.2.4.5.3.1.
Market Estimation, 2015 – 2018
13.2.4.5.3.2.
Market Forecast, 2019 – 2027
13.2.4.5.4.
Middle East and Africa
13.2.4.5.4.1.
Market Estimation, 2015 – 2018
13.2.4.5.4.2.
Market Forecast, 2019 – 2027
13.2.4.5.5.
Latin America
13.2.4.5.5.1.
Market Estimation, 2015 – 2018
13.2.4.5.5.2.
Market Forecast, 2019 – 2027
13.2.5.
Healthcare
13.2.5.1.
Definition
13.2.5.2.
Market Estimation and Penetration, 2015 – 2018
13.2.5.3.
Market Forecast, 2019 – 2027
13.2.5.4.
Compound Annual Growth Rate (CAGR)
13.2.5.5.
Regional Bifurcation
13.2.5.5.1.
North America
13.2.5.5.1.1.
Market Estimation, 2015 – 2018
13.2.5.5.1.2.
Market Forecast, 2019 – 2027
13.2.5.5.2.
Europe
13.2.5.5.2.1.
Market Estimation, 2015 – 2018
13.2.5.5.2.2.
Market Forecast, 2019 – 2027
13.2.5.5.3.
Asia Pacific
13.2.5.5.3.1.
Market Estimation, 2015 – 2018
13.2.5.5.3.2.
Market Forecast, 2019 – 2027
13.2.5.5.4.
Middle East and Africa
13.2.5.5.4.1.
Market Estimation, 2015 – 2018
13.2.5.5.4.2.
Market Forecast, 2019 – 2027
13.2.5.5.5.
Latin America
13.2.5.5.5.1.
Market Estimation, 2015 – 2018
13.2.5.5.5.2.
Market Forecast, 2019 – 2027
13.2.6.
Education
13.2.6.1.
Definition
13.2.6.2.
Market Estimation and Penetration, 2015 – 2018
13.2.6.3.
Market Forecast, 2019 – 2027
13.2.6.4.
Compound Annual Growth Rate (CAGR)
13.2.6.5.
Regional Bifurcation
13.2.6.5.1.
North America
13.2.6.5.1.1.
Market Estimation, 2015 – 2018
13.2.6.5.1.2.
Market Forecast, 2019 – 2027
13.2.6.5.2.
Europe
13.2.6.5.2.1.
Market Estimation, 2015 – 2018
13.2.6.5.2.2.
Market Forecast, 2019 – 2027
13.2.6.5.3.
Asia Pacific
13.2.6.5.3.1.
Market Estimation, 2015 – 2018
13.2.6.5.3.2.
Market Forecast, 2019 – 2027
13.2.6.5.4.
Middle East and Africa
13.2.6.5.4.1.
Market Estimation, 2015 – 2018
13.2.6.5.4.2.
Market Forecast, 2019 – 2027
13.2.6.5.5.
Latin America
13.2.6.5.5.1.
Market Estimation, 2015 – 2018
13.2.6.5.5.2.
Market Forecast, 2019 – 2027
13.2.7.
Automotive
13.2.7.1.
Definition
13.2.7.2.
Market Estimation and Penetration, 2015 – 2018
13.2.7.3.
Market Forecast, 2019 – 2027
13.2.7.4.
Compound Annual Growth Rate (CAGR)
13.2.7.5.
Regional Bifurcation
13.2.7.5.1.
North America
13.2.7.5.1.1.
Market Estimation, 2015 – 2018
13.2.7.5.1.2.
Market Forecast, 2019 – 2027
13.2.7.5.2.
Europe
13.2.7.5.2.1.
Market Estimation, 2015 – 2018
13.2.7.5.2.2.
Market Forecast, 2019 – 2027
13.2.7.5.3.
Asia Pacific
13.2.7.5.3.1.
Market Estimation, 2015 – 2018
13.2.7.5.3.2.
Market Forecast, 2019 – 2027
13.2.7.5.4.
Middle East and Africa
13.2.7.5.4.1.
Market Estimation, 2015 – 2018
13.2.7.5.4.2.
Market Forecast, 2019 – 2027
13.2.7.5.5.
Latin America
13.2.7.5.5.1.
Market Estimation, 2015 – 2018
13.2.7.5.5.2.
Market Forecast, 2019 – 2027
13.2.8.
Media and Entertainment
13.2.8.1.
Definition
13.2.8.2.
Market Estimation and Penetration, 2015 – 2018
13.2.8.3.
Market Forecast, 2019 – 2027
13.2.8.4.
Compound Annual Growth Rate (CAGR)
13.2.8.5.
Regional Bifurcation
13.2.8.5.1.
North America
13.2.8.5.1.1.
Market Estimation, 2015 – 2018
13.2.8.5.1.2.
Market Forecast, 2019 – 2027
13.2.8.5.2.
Europe
13.2.8.5.2.1.
Market Estimation, 2015 – 2018
13.2.8.5.2.2.
Market Forecast, 2019 – 2027
13.2.8.5.3.
Asia Pacific
13.2.8.5.3.1.
Market Estimation, 2015 – 2018
13.2.8.5.3.2.
Market Forecast, 2019 – 2027
13.2.8.5.4.
Middle East and Africa
13.2.8.5.4.1.
Market Estimation, 2015 – 2018
13.2.8.5.4.2.
Market Forecast, 2019 – 2027
13.2.8.5.5.
Latin America
13.2.8.5.5.1.
Market Estimation, 2015 – 2018
13.2.8.5.5.2.
Market Forecast, 2019 – 2027
13.2.9.
Energy and Utilities
13.2.9.1.
Definition
13.2.9.2.
Market Estimation and Penetration, 2015 – 2018
13.2.9.3.
Market Forecast, 2019 – 2027
13.2.9.4.
Compound Annual Growth Rate (CAGR)
13.2.9.5.
Regional Bifurcation
13.2.9.5.1.
North America
13.2.9.5.1.1.
Market Estimation, 2015 – 2018
13.2.9.5.1.2.
Market Forecast, 2019 – 2027
13.2.9.5.2.
Europe
13.2.9.5.2.1.
Market Estimation, 2015 – 2018
13.2.9.5.2.2.
Market Forecast, 2019 – 2027
13.2.9.5.3.
Asia Pacific
13.2.9.5.3.1.
Market Estimation, 2015 – 2018
13.2.9.5.3.2.
Market Forecast, 2019 – 2027
13.2.9.5.4.
Middle East and Africa
13.2.9.5.4.1.
Market Estimation, 2015 – 2018
13.2.9.5.4.2.
Market Forecast, 2019 – 2027
13.2.9.5.5.
Latin America
13.2.9.5.5.1.
Market Estimation, 2015 – 2018
13.2.9.5.5.2.
Market Forecast, 2019 – 2027
13.2.10.
Others
13.2.10.1.
Definition
13.2.10.2.
Market Estimation and Penetration, 2015 – 2018
13.2.10.3.
Market Forecast, 2019 – 2027
13.2.10.4.
Compound Annual Growth Rate (CAGR)
13.2.10.5.
Regional Bifurcation
13.2.10.5.1.
North America
13.2.10.5.1.1.
Market Estimation, 2015 – 2018
13.2.10.5.1.2.
Market Forecast, 2019 – 2027
13.2.10.5.2.
Europe
13.2.10.5.2.1.
Market Estimation, 2015 – 2018
13.2.10.5.2.2.
Market Forecast, 2019 – 2027
13.2.10.5.3.
Asia Pacific
13.2.10.5.3.1.
Market Estimation, 2015 – 2018
13.2.10.5.3.2.
Market Forecast, 2019 – 2027
13.2.10.5.4.
Middle East and Africa
13.2.10.5.4.1.
Market Estimation, 2015 – 2018
13.2.10.5.4.2.
Market Forecast, 2019 – 2027
13.2.10.5.5.
Latin America
13.2.10.5.5.1.
Market Estimation, 2015 – 2018
13.2.10.5.5.2.
Market Forecast, 2019 – 2027
13.3. Key Segment for Channeling Investments
13.3.1.
By End User
14. North America
Natural Language Processing Market Analysis and Forecasts, 2019 - 2027
14.1. Overview
14.1.1.
North America Natural Language Processing Market Revenue (US$
Mn)
14.2. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Type
14.2.1.
Rule Based
14.2.2.
Statistical
14.2.3.
Hybrid
14.3. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Deployment Model
14.3.1.
On-Premise
14.3.2.
Cloud
14.4. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Technology
14.4.1.
Interactive Voice Response (IVR)
14.4.2.
Optical Character Recognition (OCR)
14.4.3.
Pattern and Image Recognition
14.4.4.
Autocoding
14.4.5.
Classification and Categorization
14.4.6.
Text Analytics
14.4.7.
Speech Analytics
14.5. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Service
14.5.1.
Managed Service
14.5.2.
Professional Service
14.6. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Application
14.6.1.
Information Extraction
14.6.2.
Machine Translation
14.6.3.
Report Generation
14.6.4.
Others
14.7. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By End User
14.7.1.
Banking, Financial Services and Insurance (BFSI)
14.7.2.
IT and Telecommunication
14.7.3.
Government
14.7.4.
Retail and Consumer Goods
14.7.5.
Healthcare
14.7.6.
Education
14.7.7.
Automotive
14.7.8.
Media and Entertainment
14.7.9.
Energy and Utilities
14.7.10.
Others
14.8. North America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Country
14.8.1.
U.S
14.8.1.1.
U.S Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
14.8.1.1.1.
Rule Based
14.8.1.1.2.
Statistical
14.8.1.1.3.
Hybrid
14.8.1.2.
U.S Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
14.8.1.2.1.
On-Premise
14.8.1.2.2.
Cloud
14.8.1.3.
U.S Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Technology
14.8.1.3.1.
Interactive Voice Response (IVR)
14.8.1.3.2.
Optical Character Recognition (OCR)
14.8.1.3.3.
Pattern and Image Recognition
14.8.1.3.4.
Autocoding
14.8.1.3.5.
Classification and Categorization
14.8.1.3.6.
Text Analytics
14.8.1.3.7.
Speech Analytics
14.8.1.4.
U.S Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
14.8.1.4.1.
Managed Service
14.8.1.4.2.
Professional Service
14.8.1.5.
U.S Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
14.8.1.5.1.
Information Extraction
14.8.1.5.2.
Machine Translation
14.8.1.5.3.
Report Generation
14.8.1.5.4.
Others
14.8.1.6.
U.S Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
14.8.1.6.1.
Banking, Financial Services and Insurance (BFSI)
14.8.1.6.2.
IT and Telecommunication
14.8.1.6.3.
Government
14.8.1.6.4.
Retail and Consumer Goods
14.8.1.6.5.
Healthcare
14.8.1.6.6.
Education
14.8.1.6.7.
Automotive
14.8.1.6.8.
Media and Entertainment
14.8.1.6.9.
Energy and Utilities
14.8.1.6.10.
Others
14.8.2.
Canada
14.8.2.1.
Canada Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
14.8.2.1.1.
Rule Based
14.8.2.1.2.
Statistical
14.8.2.1.3.
Hybrid
14.8.2.2.
Canada Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
14.8.2.2.1.
On-Premise
14.8.2.2.2.
Cloud
14.8.2.3.
Canada Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
14.8.2.3.1.
Interactive Voice Response (IVR)
14.8.2.3.2.
Optical Character Recognition (OCR)
14.8.2.3.3.
Pattern and Image Recognition
14.8.2.3.4.
Autocoding
14.8.2.3.5.
Classification and Categorization
14.8.2.3.6.
Text Analytics
14.8.2.3.7.
Speech Analytics
14.8.2.4.
Canada Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
14.8.2.4.1.
Managed Service
14.8.2.4.2.
Professional Service
14.8.2.5.
Canada Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
14.8.2.5.1.
Information Extraction
14.8.2.5.2.
Machine Translation
14.8.2.5.3.
Report Generation
14.8.2.5.4.
Others
14.8.2.6.
Canada Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
14.8.2.6.1.
Banking, Financial Services and Insurance (BFSI)
14.8.2.6.2.
IT and Telecommunication
14.8.2.6.3.
Government
14.8.2.6.4.
Retail and Consumer Goods
14.8.2.6.5.
Healthcare
14.8.2.6.6.
Education
14.8.2.6.7.
Automotive
14.8.2.6.8.
Media and Entertainment
14.8.2.6.9.
Energy and Utilities
14.8.2.6.10.
Others
14.8.3.
Mexico
14.8.3.1.
Mexico Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
14.8.3.1.1.
Rule Based
14.8.3.1.2.
Statistical
14.8.3.1.3.
Hybrid
14.8.3.2.
Mexico Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
14.8.3.2.1.
On-Premise
14.8.3.2.2.
Cloud
14.8.3.3.
Mexico Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
14.8.3.3.1.
Interactive Voice Response (IVR)
14.8.3.3.2.
Optical Character Recognition (OCR)
14.8.3.3.3.
Pattern and Image Recognition
14.8.3.3.4.
Autocoding
14.8.3.3.5.
Classification and Categorization
14.8.3.3.6.
Text Analytics
14.8.3.3.7.
Speech Analytics
14.8.3.4.
Mexico Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
14.8.3.4.1.
Managed Service
14.8.3.4.2.
Professional Service
14.8.3.5.
Mexico Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
14.8.3.5.1.
Information Extraction
14.8.3.5.2.
Machine Translation
14.8.3.5.3.
Report Generation
14.8.3.5.4.
Others
14.8.3.6.
Mexico Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
14.8.3.6.1.
Banking, Financial Services and Insurance (BFSI)
14.8.3.6.2.
IT and Telecommunication
14.8.3.6.3.
Government
14.8.3.6.4.
Retail and Consumer Goods
14.8.3.6.5.
Healthcare
14.8.3.6.6.
Education
14.8.3.6.7.
Automotive
14.8.3.6.8.
Media and Entertainment
14.8.3.6.9.
Energy and Utilities
14.8.3.6.10.
Others
14.8.4.
Rest of North America
14.8.4.1.
Rest of North America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Type
14.8.4.1.1.
Rule Based
14.8.4.1.2.
Statistical
14.8.4.1.3.
Hybrid
14.8.4.2.
Rest of North America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Deployment Model
14.8.4.2.1.
On-Premise
14.8.4.2.2.
Cloud
14.8.4.3.
Rest of North America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Technology
14.8.4.3.1.
Interactive Voice Response (IVR)
14.8.4.3.2.
Optical Character Recognition (OCR)
14.8.4.3.3.
Pattern and Image Recognition
14.8.4.3.4.
Autocoding
14.8.4.3.5.
Classification and Categorization
14.8.4.3.6.
Text Analytics
14.8.4.3.7.
Speech Analytics
14.8.4.4.
Rest of North America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Service
14.8.4.4.1.
Managed Service
14.8.4.4.2.
Professional Service
14.8.4.5.
Rest of North America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Application
14.8.4.5.1.
Information Extraction
14.8.4.5.2.
Machine Translation
14.8.4.5.3.
Report Generation
14.8.4.5.4.
Others
14.8.4.6.
Rest of North America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By End User
14.8.4.6.1.
Banking, Financial Services and Insurance (BFSI)
14.8.4.6.2.
IT and Telecommunication
14.8.4.6.3.
Government
14.8.4.6.4.
Retail and Consumer Goods
14.8.4.6.5.
Healthcare
14.8.4.6.6.
Education
14.8.4.6.7.
Automotive
14.8.4.6.8.
Media and Entertainment
14.8.4.6.9.
Energy and Utilities
14.8.4.6.10.
Others
14.9. Key Segment
for Channeling Investments
14.9.1.
By Country
14.9.2.
By Type
14.9.3.
By Deployment Model
14.9.4.
By Technology
14.9.5.
By Service
14.9.6.
By Application
14.9.7.
By End User
15. Europe
Natural Language Processing Market Analysis and Forecasts, 2019 - 2027
15.1. Overview
15.1.1.
Europe Natural Language Processing Market Revenue (US$ Mn)
15.2. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Type
15.2.1.
Rule Based
15.2.2.
Statistical
15.2.3.
Hybrid
15.3. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Deployment Model
15.3.1.
On-Premise
15.3.2.
Cloud
15.4. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Technology
15.4.1.
Interactive Voice Response (IVR)
15.4.2.
Optical Character Recognition (OCR)
15.4.3.
Pattern and Image Recognition
15.4.4.
Autocoding
15.4.5.
Classification and Categorization
15.4.6.
Text Analytics
15.4.7.
Speech Analytics
15.5. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Service
15.5.1.
Managed Service
15.5.2.
Professional Service
15.6. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Application
15.6.1.
Information Extraction
15.6.2.
Machine Translation
15.6.3.
Report Generation
15.6.4.
Others
15.7. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By End User
15.7.1.
Banking, Financial Services and Insurance (BFSI)
15.7.2.
IT and Telecommunication
15.7.3.
Government
15.7.4.
Retail and Consumer Goods
15.7.5.
Healthcare
15.7.6.
Education
15.7.7.
Automotive
15.7.8.
Media and Entertainment
15.7.9.
Energy and Utilities
15.7.10.
Others
15.8. Europe Natural
Language Processing Market Revenue (US$ Mn) and Forecasts, By Country
15.8.1.
France
15.8.1.1.
France Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
15.8.1.1.1.
Rule Based
15.8.1.1.2.
Statistical
15.8.1.1.3.
Hybrid
15.8.1.2.
France Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
15.8.1.2.1.
On-Premise
15.8.1.2.2.
Cloud
15.8.1.3.
France Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
15.8.1.3.1.
Interactive Voice Response (IVR)
15.8.1.3.2.
Optical Character Recognition (OCR)
15.8.1.3.3.
Pattern and Image Recognition
15.8.1.3.4.
Autocoding
15.8.1.3.5.
Classification and Categorization
15.8.1.3.6.
Text Analytics
15.8.1.3.7.
Speech Analytics
15.8.1.4.
France Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
15.8.1.4.1.
Managed Service
15.8.1.4.2.
Professional Service
15.8.1.5.
France Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
15.8.1.5.1.
Information Extraction
15.8.1.5.2.
Machine Translation
15.8.1.5.3.
Report Generation
15.8.1.5.4.
Others
15.8.1.6.
France Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
15.8.1.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.1.6.2.
IT and Telecommunication
15.8.1.6.3.
Government
15.8.1.6.4.
Retail and Consumer Goods
15.8.1.6.5.
Healthcare
15.8.1.6.6.
Education
15.8.1.6.7.
Automotive
15.8.1.6.8.
Media and Entertainment
15.8.1.6.9.
Energy and Utilities
15.8.1.6.10.
Others
15.8.2.
The UK
15.8.2.1.
The UK Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
15.8.2.1.1.
Rule Based
15.8.2.1.2.
Statistical
15.8.2.1.3.
Hybrid
15.8.2.2.
The UK Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
15.8.2.2.1.
On-Premise
15.8.2.2.2.
Cloud
15.8.2.3.
The UK Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
15.8.2.3.1.
Interactive Voice Response (IVR)
15.8.2.3.2.
Optical Character Recognition (OCR)
15.8.2.3.3.
Pattern and Image Recognition
15.8.2.3.4.
Autocoding
15.8.2.3.5.
Classification and Categorization
15.8.2.3.6.
Text Analytics
15.8.2.3.7.
Speech Analytics
15.8.2.4.
The UK Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
15.8.2.4.1.
Managed Service
15.8.2.4.2.
Professional Service
15.8.2.5.
The UK Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
15.8.2.5.1.
Information Extraction
15.8.2.5.2.
Machine Translation
15.8.2.5.3.
Report Generation
15.8.2.5.4.
Others
15.8.2.6.
The UK Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
15.8.2.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.2.6.2.
IT and Telecommunication
15.8.2.6.3.
Government
15.8.2.6.4.
Retail and Consumer Goods
15.8.2.6.5.
Healthcare
15.8.2.6.6.
Education
15.8.2.6.7.
Automotive
15.8.2.6.8.
Media and Entertainment
15.8.2.6.9.
Energy and Utilities
15.8.2.6.10.
Others
15.8.3.
Spain
15.8.3.1.
Spain Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
15.8.3.1.1.
Rule Based
15.8.3.1.2.
Statistical
15.8.3.1.3.
Hybrid
15.8.3.2.
Spain Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
15.8.3.2.1.
On-Premise
15.8.3.2.2.
Cloud
15.8.3.3.
Spain Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
15.8.3.3.1.
Interactive Voice Response (IVR)
15.8.3.3.2.
Optical Character Recognition (OCR)
15.8.3.3.3.
Pattern and Image Recognition
15.8.3.3.4.
Autocoding
15.8.3.3.5.
Classification and Categorization
15.8.3.3.6.
Text Analytics
15.8.3.3.7.
Speech Analytics
15.8.3.4.
Spain Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
15.8.3.4.1.
Managed Service
15.8.3.4.2.
Professional Service
15.8.3.5.
Spain Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
15.8.3.5.1.
Information Extraction
15.8.3.5.2.
Machine Translation
15.8.3.5.3.
Report Generation
15.8.3.5.4.
Others
15.8.3.6.
Spain Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
15.8.3.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.3.6.2.
IT and Telecommunication
15.8.3.6.3.
Government
15.8.3.6.4.
Retail and Consumer Goods
15.8.3.6.5.
Healthcare
15.8.3.6.6.
Education
15.8.3.6.7.
Automotive
15.8.3.6.8.
Media and Entertainment
15.8.3.6.9.
Energy and Utilities
15.8.3.6.10.
Others
15.8.4.
Germany
15.8.4.1.
Germany Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
15.8.4.1.1.
Rule Based
15.8.4.1.2.
Statistical
15.8.4.1.3.
Hybrid
15.8.4.2.
Germany Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
15.8.4.2.1.
On-Premise
15.8.4.2.2.
Cloud
15.8.4.3.
Germany Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
15.8.4.3.1.
Interactive Voice Response (IVR)
15.8.4.3.2.
Optical Character Recognition (OCR)
15.8.4.3.3.
Pattern and Image Recognition
15.8.4.3.4.
Autocoding
15.8.4.3.5.
Classification and Categorization
15.8.4.3.6.
Text Analytics
15.8.4.3.7.
Speech Analytics
15.8.4.4.
Germany Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
15.8.4.4.1.
Managed Service
15.8.4.4.2.
Professional Service
15.8.4.5.
Germany Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
15.8.4.5.1.
Information Extraction
15.8.4.5.2.
Machine Translation
15.8.4.5.3.
Report Generation
15.8.4.5.4.
Others
15.8.4.6.
Germany Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
15.8.4.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.4.6.2.
IT and Telecommunication
15.8.4.6.3.
Government
15.8.4.6.4.
Retail and Consumer Goods
15.8.4.6.5.
Healthcare
15.8.4.6.6.
Education
15.8.4.6.7.
Automotive
15.8.4.6.8.
Media and Entertainment
15.8.4.6.9.
Energy and Utilities
15.8.4.6.10.
Others
15.8.5.
Italy
15.8.5.1.
Italy Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
15.8.5.1.1.
Rule Based
15.8.5.1.2.
Statistical
15.8.5.1.3.
Hybrid
15.8.5.2.
Italy Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
15.8.5.2.1.
On-Premise
15.8.5.2.2.
Cloud
15.8.5.3.
Italy Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
15.8.5.3.1.
Interactive Voice Response (IVR)
15.8.5.3.2.
Optical Character Recognition (OCR)
15.8.5.3.3.
Pattern and Image Recognition
15.8.5.3.4.
Autocoding
15.8.5.3.5.
Classification and Categorization
15.8.5.3.6.
Text Analytics
15.8.5.3.7.
Speech Analytics
15.8.5.4.
Italy Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
15.8.5.4.1.
Managed Service
15.8.5.4.2.
Professional Service
15.8.5.5.
Italy Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
15.8.5.5.1.
Information Extraction
15.8.5.5.2.
Machine Translation
15.8.5.5.3.
Report Generation
15.8.5.5.4.
Others
15.8.5.6.
Italy Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
15.8.5.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.5.6.2.
IT and Telecommunication
15.8.5.6.3.
Government
15.8.5.6.4.
Retail and Consumer Goods
15.8.5.6.5.
Healthcare
15.8.5.6.6.
Education
15.8.5.6.7.
Automotive
15.8.5.6.8.
Media and Entertainment
15.8.5.6.9.
Energy and Utilities
15.8.5.6.10.
Others
15.8.6.
Nordic Countries
15.8.6.1.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Type
15.8.6.1.1.
Rule Based
15.8.6.1.2.
Statistical
15.8.6.1.3.
Hybrid
15.8.6.2.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Deployment Model
15.8.6.2.1.
On-Premise
15.8.6.2.2.
Cloud
15.8.6.3.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Technology
15.8.6.3.1.
Interactive Voice Response (IVR)
15.8.6.3.2.
Optical Character Recognition (OCR)
15.8.6.3.3.
Pattern and Image Recognition
15.8.6.3.4.
Autocoding
15.8.6.3.5.
Classification and Categorization
15.8.6.3.6.
Text Analytics
15.8.6.3.7.
Speech Analytics
15.8.6.4.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Service
15.8.6.4.1.
Managed Service
15.8.6.4.2.
Professional Service
15.8.6.5.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Application
15.8.6.5.1.
Information Extraction
15.8.6.5.2.
Machine Translation
15.8.6.5.3.
Report Generation
15.8.6.5.4.
Others
15.8.6.6.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By End User
15.8.6.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.6.6.2.
IT and Telecommunication
15.8.6.6.3.
Government
15.8.6.6.4.
Retail and Consumer Goods
15.8.6.6.5.
Healthcare
15.8.6.6.6.
Education
15.8.6.6.7.
Automotive
15.8.6.6.8.
Media and Entertainment
15.8.6.6.9.
Energy and Utilities
15.8.6.6.10.
Others
15.8.6.7.
Nordic Countries Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Country
15.8.6.7.1.
Denmark
15.8.6.7.2.
Finland
15.8.6.7.3.
Iceland
15.8.6.7.4.
Sweden
15.8.6.7.5.
Norway
15.8.7.
Benelux Union
15.8.7.1.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Type
15.8.7.1.1.
Rule Based
15.8.7.1.2.
Statistical
15.8.7.1.3.
Hybrid
15.8.7.2.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Deployment Model
15.8.7.2.1.
On-Premise
15.8.7.2.2.
Cloud
15.8.7.3.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Technology
15.8.7.3.1.
Interactive Voice Response (IVR)
15.8.7.3.2.
Optical Character Recognition (OCR)
15.8.7.3.3.
Pattern and Image Recognition
15.8.7.3.4.
Autocoding
15.8.7.3.5.
Classification and Categorization
15.8.7.3.6.
Text Analytics
15.8.7.3.7.
Speech Analytics
15.8.7.4.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Service
15.8.7.4.1.
Managed Service
15.8.7.4.2.
Professional Service
15.8.7.5.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Application
15.8.7.5.1.
Information Extraction
15.8.7.5.2.
Machine Translation
15.8.7.5.3.
Report Generation
15.8.7.5.4.
Others
15.8.7.6.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By End User
15.8.7.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.7.6.2.
IT and Telecommunication
15.8.7.6.3.
Government
15.8.7.6.4.
Retail and Consumer Goods
15.8.7.6.5.
Healthcare
15.8.7.6.6.
Education
15.8.7.6.7.
Automotive
15.8.7.6.8.
Media and Entertainment
15.8.7.6.9.
Energy and Utilities
15.8.7.6.10.
Others
15.8.7.7.
Benelux Union Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Country
15.8.7.7.1.
Belgium
15.8.7.7.2.
The Netherlands
15.8.7.7.3.
Luxembourg
15.8.8.
Rest of Europe
15.8.8.1.
Rest of Europe Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Type
15.8.8.1.1.
Rule Based
15.8.8.1.2.
Statistical
15.8.8.1.3.
Hybrid
15.8.8.2.
Rest of Europe Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Deployment Model
15.8.8.2.1.
On-Premise
15.8.8.2.2.
Cloud
15.8.8.3.
Rest of Europe Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Technology
15.8.8.3.1.
Interactive Voice Response (IVR)
15.8.8.3.2.
Optical Character Recognition (OCR)
15.8.8.3.3.
Pattern and Image Recognition
15.8.8.3.4.
Autocoding
15.8.8.3.5.
Classification and Categorization
15.8.8.3.6.
Text Analytics
15.8.8.3.7.
Speech Analytics
15.8.8.4.
Rest of Europe Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Service
15.8.8.4.1.
Managed Service
15.8.8.4.2.
Professional Service
15.8.8.5.
Rest of Europe Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Application
15.8.8.5.1.
Information Extraction
15.8.8.5.2.
Machine Translation
15.8.8.5.3.
Report Generation
15.8.8.5.4.
Others
15.8.8.6.
Rest of Europe Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By End User
15.8.8.6.1.
Banking, Financial Services and Insurance (BFSI)
15.8.8.6.2.
IT and Telecommunication
15.8.8.6.3.
Government
15.8.8.6.4.
Retail and Consumer Goods
15.8.8.6.5.
Healthcare
15.8.8.6.6.
Education
15.8.8.6.7.
Automotive
15.8.8.6.8.
Media and Entertainment
15.8.8.6.9.
Energy and Utilities
15.8.8.6.10.
Others
15.9. Key Segment
for Channeling Investments
15.9.1.
By Country
15.9.2.
By Type
15.9.3.
By Deployment Model
15.9.4.
By Technology
15.9.5.
By Service
15.9.6.
By Application
15.9.7.
By End User
16. Asia Pacific
Natural Language Processing Market Analysis and Forecasts, 2019 - 2027
16.1. Overview
16.1.1.
Asia Pacific Natural Language Processing Market Revenue (US$
Mn)
16.2. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Type
16.2.1.
Rule Based
16.2.2.
Statistical
16.2.3.
Hybrid
16.3. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Deployment Model
16.3.1.
On-Premise
16.3.2.
Cloud
16.4. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Technology
16.4.1.
Interactive Voice Response (IVR)
16.4.2.
Optical Character Recognition (OCR)
16.4.3.
Pattern and Image Recognition
16.4.4.
Autocoding
16.4.5.
Classification and Categorization
16.4.6.
Text Analytics
16.4.7.
Speech Analytics
16.5. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Service
16.5.1.
Managed Service
16.5.2.
Professional Service
16.6. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Application
16.6.1.
Information Extraction
16.6.2.
Machine Translation
16.6.3.
Report Generation
16.6.4.
Others
16.7. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By End User
16.7.1.
Banking, Financial Services and Insurance (BFSI)
16.7.2.
IT and Telecommunication
16.7.3.
Government
16.7.4.
Retail and Consumer Goods
16.7.5.
Healthcare
16.7.6.
Education
16.7.7.
Automotive
16.7.8.
Media and Entertainment
16.7.9.
Energy and Utilities
16.7.10.
Others
16.8. Asia Pacific
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Country
16.8.1.
China
16.8.1.1.
China Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
16.8.1.1.1.
Rule Based
16.8.1.1.2.
Statistical
16.8.1.1.3.
Hybrid
16.8.1.2.
China Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
16.8.1.2.1.
On-Premise
16.8.1.2.2.
Cloud
16.8.1.3.
China Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
16.8.1.3.1.
Interactive Voice Response (IVR)
16.8.1.3.2.
Optical Character Recognition (OCR)
16.8.1.3.3.
Pattern and Image Recognition
16.8.1.3.4.
Autocoding
16.8.1.3.5.
Classification and Categorization
16.8.1.3.6.
Text Analytics
16.8.1.3.7.
Speech Analytics
16.8.1.4.
China Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
16.8.1.4.1.
Managed Service
16.8.1.4.2.
Professional Service
16.8.1.5.
China Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
16.8.1.5.1.
Information Extraction
16.8.1.5.2.
Machine Translation
16.8.1.5.3.
Report Generation
16.8.1.5.4.
Others
16.8.1.6.
China Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
16.8.1.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.1.6.2.
IT and Telecommunication
16.8.1.6.3.
Government
16.8.1.6.4.
Retail and Consumer Goods
16.8.1.6.5.
Healthcare
16.8.1.6.6.
Education
16.8.1.6.7.
Automotive
16.8.1.6.8.
Media and Entertainment
16.8.1.6.9.
Energy and Utilities
16.8.1.6.10.
Others
16.8.2.
Japan
16.8.2.1.
Japan Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
16.8.2.1.1.
Rule Based
16.8.2.1.2.
Statistical
16.8.2.1.3.
Hybrid
16.8.2.2.
Japan Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
16.8.2.2.1.
On-Premise
16.8.2.2.2.
Cloud
16.8.2.3.
Japan Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
16.8.2.3.1.
Interactive Voice Response (IVR)
16.8.2.3.2.
Optical Character Recognition (OCR)
16.8.2.3.3.
Pattern and Image Recognition
16.8.2.3.4.
Autocoding
16.8.2.3.5.
Classification and Categorization
16.8.2.3.6.
Text Analytics
16.8.2.3.7.
Speech Analytics
16.8.2.4.
Japan Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
16.8.2.4.1.
Managed Service
16.8.2.4.2.
Professional Service
16.8.2.5.
Japan Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
16.8.2.5.1.
Information Extraction
16.8.2.5.2.
Machine Translation
16.8.2.5.3.
Report Generation
16.8.2.5.4.
Others
16.8.2.6.
Japan Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
16.8.2.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.2.6.2.
IT and Telecommunication
16.8.2.6.3.
Government
16.8.2.6.4.
Retail and Consumer Goods
16.8.2.6.5.
Healthcare
16.8.2.6.6.
Education
16.8.2.6.7.
Automotive
16.8.2.6.8.
Media and Entertainment
16.8.2.6.9.
Energy and Utilities
16.8.2.6.10.
Others
16.8.3.
India
16.8.3.1.
India Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
16.8.3.1.1.
Rule Based
16.8.3.1.2.
Statistical
16.8.3.1.3.
Hybrid
16.8.3.2.
India Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
16.8.3.2.1.
On-Premise
16.8.3.2.2.
Cloud
16.8.3.3.
India Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
16.8.3.3.1.
Interactive Voice Response (IVR)
16.8.3.3.2.
Optical Character Recognition (OCR)
16.8.3.3.3.
Pattern and Image Recognition
16.8.3.3.4.
Autocoding
16.8.3.3.5.
Classification and Categorization
16.8.3.3.6.
Text Analytics
16.8.3.3.7.
Speech Analytics
16.8.3.4.
India Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
16.8.3.4.1.
Managed Service
16.8.3.4.2.
Professional Service
16.8.3.5.
India Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
16.8.3.5.1.
Information Extraction
16.8.3.5.2.
Machine Translation
16.8.3.5.3.
Report Generation
16.8.3.5.4.
Others
16.8.3.6.
India Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
16.8.3.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.3.6.2.
IT and Telecommunication
16.8.3.6.3.
Government
16.8.3.6.4.
Retail and Consumer Goods
16.8.3.6.5.
Healthcare
16.8.3.6.6.
Education
16.8.3.6.7.
Automotive
16.8.3.6.8.
Media and Entertainment
16.8.3.6.9.
Energy and Utilities
16.8.3.6.10.
Others
16.8.4.
New Zealand
16.8.4.1.
New Zealand Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Type
16.8.4.1.1.
Rule Based
16.8.4.1.2.
Statistical
16.8.4.1.3.
Hybrid
16.8.4.2.
New Zealand Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Deployment Model
16.8.4.2.1.
On-Premise
16.8.4.2.2.
Cloud
16.8.4.3.
New Zealand Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Technology
16.8.4.3.1.
Interactive Voice Response (IVR)
16.8.4.3.2.
Optical Character Recognition (OCR)
16.8.4.3.3.
Pattern and Image Recognition
16.8.4.3.4.
Autocoding
16.8.4.3.5.
Classification and Categorization
16.8.4.3.6.
Text Analytics
16.8.4.3.7.
Speech Analytics
16.8.4.4.
New Zealand Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Service
16.8.4.4.1.
Managed Service
16.8.4.4.2.
Professional Service
16.8.4.5.
New Zealand Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Application
16.8.4.5.1.
Information Extraction
16.8.4.5.2.
Machine Translation
16.8.4.5.3.
Report Generation
16.8.4.5.4.
Others
16.8.4.6.
New Zealand Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By End User
16.8.4.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.4.6.2.
IT and Telecommunication
16.8.4.6.3.
Government
16.8.4.6.4.
Retail and Consumer Goods
16.8.4.6.5.
Healthcare
16.8.4.6.6.
Education
16.8.4.6.7.
Automotive
16.8.4.6.8.
Media and Entertainment
16.8.4.6.9.
Energy and Utilities
16.8.4.6.10.
Others
16.8.5.
Australia
16.8.5.1.
Australia Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
16.8.5.1.1.
Rule Based
16.8.5.1.2.
Statistical
16.8.5.1.3.
Hybrid
16.8.5.2.
Australia Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
16.8.5.2.1.
On-Premise
16.8.5.2.2.
Cloud
16.8.5.3.
Australia Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
16.8.5.3.1.
Interactive Voice Response (IVR)
16.8.5.3.2.
Optical Character Recognition (OCR)
16.8.5.3.3.
Pattern and Image Recognition
16.8.5.3.4.
Autocoding
16.8.5.3.5.
Classification and Categorization
16.8.5.3.6.
Text Analytics
16.8.5.3.7.
Speech Analytics
16.8.5.4.
Australia Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
16.8.5.4.1.
Managed Service
16.8.5.4.2.
Professional Service
16.8.5.5.
Australia Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
16.8.5.5.1.
Information Extraction
16.8.5.5.2.
Machine Translation
16.8.5.5.3.
Report Generation
16.8.5.5.4.
Others
16.8.5.6.
Australia Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
16.8.5.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.5.6.2.
IT and Telecommunication
16.8.5.6.3.
Government
16.8.5.6.4.
Retail and Consumer Goods
16.8.5.6.5.
Healthcare
16.8.5.6.6.
Education
16.8.5.6.7.
Automotive
16.8.5.6.8.
Media and Entertainment
16.8.5.6.9.
Energy and Utilities
16.8.5.6.10.
Others
16.8.6.
South Korea
16.8.6.1.
South Korea Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Type
16.8.6.1.1.
Rule Based
16.8.6.1.2.
Statistical
16.8.6.1.3.
Hybrid
16.8.6.2.
South Korea Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Deployment Model
16.8.6.2.1.
On-Premise
16.8.6.2.2.
Cloud
16.8.6.3.
South Korea Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Technology
16.8.6.3.1.
Interactive Voice Response (IVR)
16.8.6.3.2.
Optical Character Recognition (OCR)
16.8.6.3.3.
Pattern and Image Recognition
16.8.6.3.4.
Autocoding
16.8.6.3.5.
Classification and Categorization
16.8.6.3.6.
Text Analytics
16.8.6.3.7.
Speech Analytics
16.8.6.4.
South Korea Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Service
16.8.6.4.1.
Managed Service
16.8.6.4.2.
Professional Service
16.8.6.5.
South Korea Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Application
16.8.6.5.1.
Information Extraction
16.8.6.5.2.
Machine Translation
16.8.6.5.3.
Report Generation
16.8.6.5.4.
Others
16.8.6.6.
South Korea Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By End User
16.8.6.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.6.6.2.
IT and Telecommunication
16.8.6.6.3.
Government
16.8.6.6.4.
Retail and Consumer Goods
16.8.6.6.5.
Healthcare
16.8.6.6.6.
Education
16.8.6.6.7.
Automotive
16.8.6.6.8.
Media and Entertainment
16.8.6.6.9.
Energy and Utilities
16.8.6.6.10.
Others
16.8.7.
Southeast Asia
16.8.7.1.
Southeast Asia Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Type
16.8.7.1.1.
Rule Based
16.8.7.1.2.
Statistical
16.8.7.1.3.
Hybrid
16.8.7.2.
Southeast Asia Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Deployment Model
16.8.7.2.1.
On-Premise
16.8.7.2.2.
Cloud
16.8.7.3.
Southeast Asia Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Technology
16.8.7.3.1.
Interactive Voice Response (IVR)
16.8.7.3.2.
Optical Character Recognition (OCR)
16.8.7.3.3.
Pattern and Image Recognition
16.8.7.3.4.
Autocoding
16.8.7.3.5.
Classification and Categorization
16.8.7.3.6.
Text Analytics
16.8.7.3.7.
Speech Analytics
16.8.7.4.
Southeast Asia Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Service
16.8.7.4.1.
Managed Service
16.8.7.4.2.
Professional Service
16.8.7.5.
Southeast Asia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Application
16.8.7.5.1.
Information Extraction
16.8.7.5.2.
Machine Translation
16.8.7.5.3.
Report Generation
16.8.7.5.4.
Others
16.8.7.6.
Southeast Asia Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By End User
16.8.7.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.7.6.2.
IT and Telecommunication
16.8.7.6.3.
Government
16.8.7.6.4.
Retail and Consumer Goods
16.8.7.6.5.
Healthcare
16.8.7.6.6.
Education
16.8.7.6.7.
Automotive
16.8.7.6.8.
Media and Entertainment
16.8.7.6.9.
Energy and Utilities
16.8.7.6.10.
Others
16.8.7.7.
Southeast Asia Natural Language Processing Market Revenue
(US$ Mn) and Forecasts, By Country
16.8.7.7.1.
Indonesia
16.8.7.7.2.
Thailand
16.8.7.7.3.
Malaysia
16.8.7.7.4.
Singapore
16.8.7.7.5.
Rest of Southeast Asia
16.8.8.
Rest of Asia Pacific
16.8.8.1.
Rest of Asia Pacific Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Type
16.8.8.1.1.
Rule Based
16.8.8.1.2.
Statistical
16.8.8.1.3.
Hybrid
16.8.8.2.
Rest of Asia Pacific Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Deployment Model
16.8.8.2.1.
On-Premise
16.8.8.2.2.
Cloud
16.8.8.3.
Rest of Asia Pacific Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Technology
16.8.8.3.1.
Interactive Voice Response (IVR)
16.8.8.3.2.
Optical Character Recognition (OCR)
16.8.8.3.3.
Pattern and Image Recognition
16.8.8.3.4.
Autocoding
16.8.8.3.5.
Classification and Categorization
16.8.8.3.6.
Text Analytics
16.8.8.3.7.
Speech Analytics
16.8.8.4.
Rest of Asia Pacific Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Service
16.8.8.4.1.
Managed Service
16.8.8.4.2.
Professional Service
16.8.8.5.
Rest of Asia Pacific Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Application
16.8.8.5.1.
Information Extraction
16.8.8.5.2.
Machine Translation
16.8.8.5.3.
Report Generation
16.8.8.5.4.
Others
16.8.8.6.
Rest of Asia Pacific Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By End User
16.8.8.6.1.
Banking, Financial Services and Insurance (BFSI)
16.8.8.6.2.
IT and Telecommunication
16.8.8.6.3.
Government
16.8.8.6.4.
Retail and Consumer Goods
16.8.8.6.5.
Healthcare
16.8.8.6.6.
Education
16.8.8.6.7.
Automotive
16.8.8.6.8.
Media and Entertainment
16.8.8.6.9.
Energy and Utilities
16.8.8.6.10.
Others
16.9. Key Segment
for Channeling Investments
16.9.1.
By Country
16.9.2.
By Type
16.9.3.
By Deployment Model
16.9.4.
By Technology
16.9.5.
By Service
16.9.6.
By Application
16.9.7.
By End User
17. Middle East
and Africa Natural Language Processing Market Analysis and Forecasts, 2019 -
2027
17.1. Overview
17.1.1.
Middle East and Africa Natural Language Processing Market
Revenue (US$ Mn)
17.2. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Type
17.2.1.
Rule Based
17.2.2.
Statistical
17.2.3.
Hybrid
17.3. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Deployment Model
17.3.1.
On-Premise
17.3.2.
Cloud
17.4. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Technology
17.4.1.
Interactive Voice Response (IVR)
17.4.2.
Optical Character Recognition (OCR)
17.4.3.
Pattern and Image Recognition
17.4.4.
Autocoding
17.4.5.
Classification and Categorization
17.4.6.
Text Analytics
17.4.7.
Speech Analytics
17.5. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Service
17.5.1.
Managed Service
17.5.2.
Professional Service
17.6. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Application
17.6.1.
Information Extraction
17.6.2.
Machine Translation
17.6.3.
Report Generation
17.6.4.
Others
17.7. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By End User
17.7.1.
Banking, Financial Services and Insurance (BFSI)
17.7.2.
IT and Telecommunication
17.7.3.
Government
17.7.4.
Retail and Consumer Goods
17.7.5.
Healthcare
17.7.6.
Education
17.7.7.
Automotive
17.7.8.
Media and Entertainment
17.7.9.
Energy and Utilities
17.7.10.
Others
17.8. Middle East
and Africa Natural Language Processing Market Revenue (US$ Mn) and Forecasts,
By Country
17.8.1.
Saudi Arabia
17.8.1.1.
Saudi Arabia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Type
17.8.1.1.1.
Rule Based
17.8.1.1.2.
Statistical
17.8.1.1.3.
Hybrid
17.8.1.2.
Saudi Arabia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Deployment Model
17.8.1.2.1.
On-Premise
17.8.1.2.2.
Cloud
17.8.1.3.
Saudi Arabia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Technology
17.8.1.3.1.
Interactive Voice Response (IVR)
17.8.1.3.2.
Optical Character Recognition (OCR)
17.8.1.3.3.
Pattern and Image Recognition
17.8.1.3.4.
Autocoding
17.8.1.3.5.
Classification and Categorization
17.8.1.3.6.
Text Analytics
17.8.1.3.7.
Speech Analytics
17.8.1.4.
Saudi Arabia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Service
17.8.1.4.1.
Managed Service
17.8.1.4.2.
Professional Service
17.8.1.5.
Saudi Arabia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Application
17.8.1.5.1.
Information Extraction
17.8.1.5.2.
Machine Translation
17.8.1.5.3.
Report Generation
17.8.1.5.4.
Others
17.8.1.6.
Saudi Arabia Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By End User
17.8.1.6.1.
Banking, Financial Services and Insurance (BFSI)
17.8.1.6.2.
IT and Telecommunication
17.8.1.6.3.
Government
17.8.1.6.4.
Retail and Consumer Goods
17.8.1.6.5.
Healthcare
17.8.1.6.6.
Education
17.8.1.6.7.
Automotive
17.8.1.6.8.
Media and Entertainment
17.8.1.6.9.
Energy and Utilities
17.8.1.6.10.
Others
17.8.2.
UAE
17.8.2.1.
UAE Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
17.8.2.1.1.
Rule Based
17.8.2.1.2.
Statistical
17.8.2.1.3.
Hybrid
17.8.2.2.
UAE Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
17.8.2.2.1.
On-Premise
17.8.2.2.2.
Cloud
17.8.2.3.
UAE Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
17.8.2.3.1.
Interactive Voice Response (IVR)
17.8.2.3.2.
Optical Character Recognition (OCR)
17.8.2.3.3.
Pattern and Image Recognition
17.8.2.3.4.
Autocoding
17.8.2.3.5.
Classification and Categorization
17.8.2.3.6.
Text Analytics
17.8.2.3.7.
Speech Analytics
17.8.2.4.
UAE Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
17.8.2.4.1.
Managed Service
17.8.2.4.2.
Professional Service
17.8.2.5.
UAE Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
17.8.2.5.1.
Information Extraction
17.8.2.5.2.
Machine Translation
17.8.2.5.3.
Report Generation
17.8.2.5.4.
Others
17.8.2.6.
UAE Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
17.8.2.6.1.
Banking, Financial Services and Insurance (BFSI)
17.8.2.6.2.
IT and Telecommunication
17.8.2.6.3.
Government
17.8.2.6.4.
Retail and Consumer Goods
17.8.2.6.5.
Healthcare
17.8.2.6.6.
Education
17.8.2.6.7.
Automotive
17.8.2.6.8.
Media and Entertainment
17.8.2.6.9.
Energy and Utilities
17.8.2.6.10.
Others
17.8.3.
Egypt
17.8.3.1.
Egypt Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Type
17.8.3.1.1.
Rule Based
17.8.3.1.2.
Statistical
17.8.3.1.3.
Hybrid
17.8.3.2.
Egypt Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Deployment Model
17.8.3.2.1.
On-Premise
17.8.3.2.2.
Cloud
17.8.3.3.
Egypt Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Technology
17.8.3.3.1.
Interactive Voice Response (IVR)
17.8.3.3.2.
Optical Character Recognition (OCR)
17.8.3.3.3.
Pattern and Image Recognition
17.8.3.3.4.
Autocoding
17.8.3.3.5.
Classification and Categorization
17.8.3.3.6.
Text Analytics
17.8.3.3.7.
Speech Analytics
17.8.3.4.
Egypt Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Service
17.8.3.4.1.
Managed Service
17.8.3.4.2.
Professional Service
17.8.3.5.
Egypt Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By Application
17.8.3.5.1.
Information Extraction
17.8.3.5.2.
Machine Translation
17.8.3.5.3.
Report Generation
17.8.3.5.4.
Others
17.8.3.6.
Egypt Natural Language Processing Market Revenue (US$ Mn) and
Forecasts, By End User
17.8.3.6.1.
Banking, Financial Services and Insurance (BFSI)
17.8.3.6.2.
IT and Telecommunication
17.8.3.6.3.
Government
17.8.3.6.4.
Retail and Consumer Goods
17.8.3.6.5.
Healthcare
17.8.3.6.6.
Education
17.8.3.6.7.
Automotive
17.8.3.6.8.
Media and Entertainment
17.8.3.6.9.
Energy and Utilities
17.8.3.6.10.
Others
17.8.4.
Kuwait
17.8.4.1.
Kuwait Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
17.8.4.1.1.
Rule Based
17.8.4.1.2.
Statistical
17.8.4.1.3.
Hybrid
17.8.4.2.
Kuwait Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
17.8.4.2.1.
On-Premise
17.8.4.2.2.
Cloud
17.8.4.3.
Kuwait Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
17.8.4.3.1.
Interactive Voice Response (IVR)
17.8.4.3.2.
Optical Character Recognition (OCR)
17.8.4.3.3.
Pattern and Image Recognition
17.8.4.3.4.
Autocoding
17.8.4.3.5.
Classification and Categorization
17.8.4.3.6.
Text Analytics
17.8.4.3.7.
Speech Analytics
17.8.4.4.
Kuwait Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
17.8.4.4.1.
Managed Service
17.8.4.4.2.
Professional Service
17.8.4.5.
Kuwait Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
17.8.4.5.1.
Information Extraction
17.8.4.5.2.
Machine Translation
17.8.4.5.3.
Report Generation
17.8.4.5.4.
Others
17.8.4.6.
Kuwait Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
17.8.4.6.1.
Banking, Financial Services and Insurance (BFSI)
17.8.4.6.2.
IT and Telecommunication
17.8.4.6.3.
Government
17.8.4.6.4.
Retail and Consumer Goods
17.8.4.6.5.
Healthcare
17.8.4.6.6.
Education
17.8.4.6.7.
Automotive
17.8.4.6.8.
Media and Entertainment
17.8.4.6.9.
Energy and Utilities
17.8.4.6.10.
Others
17.8.5.
South Africa
17.8.5.1.
South Africa Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Type
17.8.5.1.1.
Rule Based
17.8.5.1.2.
Statistical
17.8.5.1.3.
Hybrid
17.8.5.2.
South Africa Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Deployment Model
17.8.5.2.1.
On-Premise
17.8.5.2.2.
Cloud
17.8.5.3.
South Africa Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Technology
17.8.5.3.1.
Interactive Voice Response (IVR)
17.8.5.3.2.
Optical Character Recognition (OCR)
17.8.5.3.3.
Pattern and Image Recognition
17.8.5.3.4.
Autocoding
17.8.5.3.5.
Classification and Categorization
17.8.5.3.6.
Text Analytics
17.8.5.3.7.
Speech Analytics
17.8.5.4.
South Africa Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Service
17.8.5.4.1.
Managed Service
17.8.5.4.2.
Professional Service
17.8.5.5.
South Africa Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By Application
17.8.5.5.1.
Information Extraction
17.8.5.5.2.
Machine Translation
17.8.5.5.3.
Report Generation
17.8.5.5.4.
Others
17.8.5.6.
South Africa Natural Language Processing Market Revenue (US$
Mn) and Forecasts, By End User
17.8.5.6.1.
Banking, Financial Services and Insurance (BFSI)
17.8.5.6.2.
IT and Telecommunication
17.8.5.6.3.
Government
17.8.5.6.4.
Retail and Consumer Goods
17.8.5.6.5.
Healthcare
17.8.5.6.6.
Education
17.8.5.6.7.
Automotive
17.8.5.6.8.
Media and Entertainment
17.8.5.6.9.
Energy and Utilities
17.8.5.6.10.
Others
17.8.6.
Rest of Middle East & Africa
17.8.6.1.
Rest of Middle East & Africa Natural Language Processing
Market Revenue (US$ Mn) and Forecasts, By Type
17.8.6.1.1.
Rule Based
17.8.6.1.2.
Statistical
17.8.6.1.3.
Hybrid
17.8.6.2.
Rest of Middle East & Africa Natural Language Processing
Market Revenue (US$ Mn) and Forecasts, By Deployment Model
17.8.6.2.1.
On-Premise
17.8.6.2.2.
Cloud
17.8.6.3.
Rest of Middle East & Africa Natural Language Processing
Market Revenue (US$ Mn) and Forecasts, By Technology
17.8.6.3.1.
Interactive Voice Response (IVR)
17.8.6.3.2.
Optical Character Recognition (OCR)
17.8.6.3.3.
Pattern and Image Recognition
17.8.6.3.4.
Autocoding
17.8.6.3.5.
Classification and Categorization
17.8.6.3.6.
Text Analytics
17.8.6.3.7.
Speech Analytics
17.8.6.4.
Rest of Middle East & Africa Natural Language Processing
Market Revenue (US$ Mn) and Forecasts, By Service
17.8.6.4.1.
Managed Service
17.8.6.4.2.
Professional Service
17.8.6.5.
Rest of Middle East & Africa Natural Language Processing
Market Revenue (US$ Mn) and Forecasts, By Application
17.8.6.5.1.
Information Extraction
17.8.6.5.2.
Machine Translation
17.8.6.5.3.
Report Generation
17.8.6.5.4.
Others
17.8.6.6.
Rest of Middle East & Africa Natural Language Processing
Market Revenue (US$ Mn) and Forecasts, By End User
17.8.6.6.1.
Banking, Financial Services and Insurance (BFSI)
17.8.6.6.2.
IT and Telecommunication
17.8.6.6.3.
Government
17.8.6.6.4.
Retail and Consumer Goods
17.8.6.6.5.
Healthcare
17.8.6.6.6.
Education
17.8.6.6.7.
Automotive
17.8.6.6.8.
Media and Entertainment
17.8.6.6.9.
Energy and Utilities
17.8.6.6.10.
Others
17.9. Key Segment
for Channeling Investments
17.9.1.
By Country
17.9.2.
By Type
17.9.3.
By Deployment Model
17.9.4.
By Technology
17.9.5.
By Service
17.9.6.
By Application
17.9.7.
By End User
18. Latin America
Natural Language Processing Market Analysis and Forecasts, 2019 - 2027
18.1. Overview
18.1.1.
Latin America Natural Language Processing Market Revenue (US$
Mn)
18.2. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Type
18.2.1.
Rule Based
18.2.2.
Statistical
18.2.3.
Hybrid
18.3. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Deployment Model
18.3.1.
On-Premise
18.3.2.
Cloud
18.4. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Technology
18.4.1.
Interactive Voice Response (IVR)
18.4.2.
Optical Character Recognition (OCR)
18.4.3.
Pattern and Image Recognition
18.4.4.
Autocoding
18.4.5.
Classification and Categorization
18.4.6.
Text Analytics
18.4.7.
Speech Analytics
18.5. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Service
18.5.1.
Managed Service
18.5.2.
Professional Service
18.6. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By
Application
18.6.1.
Information Extraction
18.6.2.
Machine Translation
18.6.3.
Report Generation
18.6.4.
Others
18.7. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By End User
18.7.1.
Banking, Financial Services and Insurance (BFSI)
18.7.2.
IT and Telecommunication
18.7.3.
Government
18.7.4.
Retail and Consumer Goods
18.7.5.
Healthcare
18.7.6.
Education
18.7.7.
Automotive
18.7.8.
Media and Entertainment
18.7.9.
Energy and Utilities
18.7.10.
Others
18.8. Latin America
Natural Language Processing Market Revenue (US$ Mn) and Forecasts, By Country
18.8.1.
Brazil
18.8.1.1.
Brazil Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
18.8.1.1.1.
Rule Based
18.8.1.1.2.
Statistical
18.8.1.1.3.
Hybrid
18.8.1.2.
Brazil Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
18.8.1.2.1.
On-Premise
18.8.1.2.2.
Cloud
18.8.1.3.
Brazil Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
18.8.1.3.1.
Interactive Voice Response (IVR)
18.8.1.3.2.
Optical Character Recognition (OCR)
18.8.1.3.3.
Pattern and Image Recognition
18.8.1.3.4.
Autocoding
18.8.1.3.5.
Classification and Categorization
18.8.1.3.6.
Text Analytics
18.8.1.3.7.
Speech Analytics
18.8.1.4.
Brazil Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
18.8.1.4.1.
Managed Service
18.8.1.4.2.
Professional Service
18.8.1.5.
Brazil Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
18.8.1.5.1.
Information Extraction
18.8.1.5.2.
Machine Translation
18.8.1.5.3.
Report Generation
18.8.1.5.4.
Others
18.8.1.6.
Brazil Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
18.8.1.6.1.
Banking, Financial Services and Insurance (BFSI)
18.8.1.6.2.
IT and Telecommunication
18.8.1.6.3.
Government
18.8.1.6.4.
Retail and Consumer Goods
18.8.1.6.5.
Healthcare
18.8.1.6.6.
Education
18.8.1.6.7.
Automotive
18.8.1.6.8.
Media and Entertainment
18.8.1.6.9.
Energy and Utilities
18.8.1.6.10.
Others
18.8.2.
Argentina
18.8.2.1.
Argentina Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Type
18.8.2.1.1.
Rule Based
18.8.2.1.2.
Statistical
18.8.2.1.3.
Hybrid
18.8.2.2.
Argentina Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Deployment Model
18.8.2.2.1.
On-Premise
18.8.2.2.2.
Cloud
18.8.2.3.
Argentina Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Technology
18.8.2.3.1.
Interactive Voice Response (IVR)
18.8.2.3.2.
Optical Character Recognition (OCR)
18.8.2.3.3.
Pattern and Image Recognition
18.8.2.3.4.
Autocoding
18.8.2.3.5.
Classification and Categorization
18.8.2.3.6.
Text Analytics
18.8.2.3.7.
Speech Analytics
18.8.2.4.
Argentina Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Service
18.8.2.4.1.
Managed Service
18.8.2.4.2.
Professional Service
18.8.2.5.
Argentina Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By Application
18.8.2.5.1.
Information Extraction
18.8.2.5.2.
Machine Translation
18.8.2.5.3.
Report Generation
18.8.2.5.4.
Others
18.8.2.6.
Argentina Natural Language Processing Market Revenue (US$ Mn)
and Forecasts, By End User
18.8.2.6.1.
Banking, Financial Services and Insurance (BFSI)
18.8.2.6.2.
IT and Telecommunication
18.8.2.6.3.
Government
18.8.2.6.4.
Retail and Consumer Goods
18.8.2.6.5.
Healthcare
18.8.2.6.6.
Education
18.8.2.6.7.
Automotive
18.8.2.6.8.
Media and Entertainment
18.8.2.6.9.
Energy and Utilities
18.8.2.6.10.
Others
18.8.3.
Rest of Latin America
18.8.3.1.
Rest of Latin America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Type
18.8.3.1.1.
Rule Based
18.8.3.1.2.
Statistical
18.8.3.1.3.
Hybrid
18.8.3.2.
Rest of Latin America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Deployment Model
18.8.3.2.1.
On-Premise
18.8.3.2.2.
Cloud
18.8.3.3.
Rest of Latin America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Technology
18.8.3.3.1.
Interactive Voice Response (IVR)
18.8.3.3.2.
Optical Character Recognition (OCR)
18.8.3.3.3.
Pattern and Image Recognition
18.8.3.3.4.
Autocoding
18.8.3.3.5.
Classification and Categorization
18.8.3.3.6.
Text Analytics
18.8.3.3.7.
Speech Analytics
18.8.3.4.
Rest of Latin America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Service
18.8.3.4.1.
Managed Service
18.8.3.4.2.
Professional Service
18.8.3.5.
Rest of Latin America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By Application
18.8.3.5.1.
Information Extraction
18.8.3.5.2.
Machine Translation
18.8.3.5.3.
Report Generation
18.8.3.5.4.
Others
18.8.3.6.
Rest of Latin America Natural Language Processing Market
Revenue (US$ Mn) and Forecasts, By End User
18.8.3.6.1.
Banking, Financial Services and Insurance (BFSI)
18.8.3.6.2.
IT and Telecommunication
18.8.3.6.3.
Government
18.8.3.6.4.
Retail and Consumer Goods
18.8.3.6.5.
Healthcare
18.8.3.6.6.
Education
18.8.3.6.7.
Automotive
18.8.3.6.8.
Media and Entertainment
18.8.3.6.9.
Energy and Utilities
18.8.3.6.10.
Others
18.9. Key Segment
for Channeling Investments
18.9.1.
By Country
18.9.2.
By Type
18.9.3.
By Deployment Model
18.9.4.
By Technology
18.9.5.
By Service
18.9.6.
By Application
18.9.7.
By End User
19. Competitive
Benchmarking
19.1. Market Share
Analysis, 2018
19.2. Global
Presence and Growth Strategies
19.2.1.
Mergers and Acquisitions
19.2.2.
Product Launches
19.2.3.
Investments Trends
19.2.4.
R&D Initiatives
20. Player
Profiles
20.1. [24]7.ai, Inc.
20.1.1.
Company Details
20.1.2.
Company Overview
20.1.3.
Product Offerings
20.1.4.
Key Developments
20.1.5.
Financial Analysis
20.1.6.
SWOT Analysis
20.1.7.
Business Strategies
20.2. 3M Company
20.2.1.
Company Details
20.2.2.
Company Overview
20.2.3.
Product Offerings
20.2.4.
Key Developments
20.2.5.
Financial Analysis
20.2.6.
SWOT Analysis
20.2.7.
Business Strategies
20.3. Abe AI Inc.
20.3.1.
Company Details
20.3.2.
Company Overview
20.3.3.
Product Offerings
20.3.4.
Key Developments
20.3.5.
Financial Analysis
20.3.6.
SWOT Analysis
20.3.7.
Business Strategies
20.4. Amazon Web
Services, Inc.
20.4.1.
Company Details
20.4.2.
Company Overview
20.4.3.
Product Offerings
20.4.4.
Key Developments
20.4.5.
Financial Analysis
20.4.6.
SWOT Analysis
20.4.7.
Business Strategies
20.5. Apple Inc.
20.5.1.
Company Details
20.5.2.
Company Overview
20.5.3.
Product Offerings
20.5.4.
Key Developments
20.5.5.
Financial Analysis
20.5.6.
SWOT Analysis
20.5.7.
Business Strategies
20.6. Aylien Ltd.
20.6.1.
Company Details
20.6.2.
Company Overview
20.6.3.
Product Offerings
20.6.4.
Key Developments
20.6.5.
Financial Analysis
20.6.6.
SWOT Analysis
20.6.7.
Business Strategies
20.7. Cortical.io AG
20.7.1.
Company Details
20.7.2.
Company Overview
20.7.3.
Product Offerings
20.7.4.
Key Developments
20.7.5.
Financial Analysis
20.7.6.
SWOT Analysis
20.7.7.
Business Strategies
20.8. DigitalGenius,
Inc.
20.8.1.
Company Details
20.8.2.
Company Overview
20.8.3.
Product Offerings
20.8.4.
Key Developments
20.8.5.
Financial Analysis
20.8.6.
SWOT Analysis
20.8.7.
Business Strategies
20.9. Dolbey
Systems, Inc.
20.9.1.
Company Details
20.9.2.
Company Overview
20.9.3.
Product Offerings
20.9.4.
Key Developments
20.9.5.
Financial Analysis
20.9.6.
SWOT Analysis
20.9.7.
Business Strategies
20.10. Expert System
S.p.A.
20.10.1.
Company Details
20.10.2.
Company Overview
20.10.3.
Product Offerings
20.10.4.
Key Developments
20.10.5.
Financial Analysis
20.10.6.
SWOT Analysis
20.10.7.
Business Strategies
20.11. ExplosionAI
GmbH
20.11.1.
Company Details
20.11.2.
Company Overview
20.11.3.
Product Offerings
20.11.4.
Key Developments
20.11.5.
Financial Analysis
20.11.6.
SWOT Analysis
20.11.7.
Business Strategies
20.12. Flamingo Ai
20.12.1.
Company Details
20.12.2.
Company Overview
20.12.3.
Product Offerings
20.12.4.
Key Developments
20.12.5.
Financial Analysis
20.12.6.
SWOT Analysis
20.12.7.
Business Strategies
20.13. Google LLC
20.13.1.
Company Details
20.13.2.
Company Overview
20.13.3.
Product Offerings
20.13.4.
Key Developments
20.13.5.
Financial Analysis
20.13.6.
SWOT Analysis
20.13.7.
Business Strategies
20.14. Hewlett
Packard Enterprise Co.
20.14.1.
Company Details
20.14.2.
Company Overview
20.14.3.
Product Offerings
20.14.4.
Key Developments
20.14.5.
Financial Analysis
20.14.6.
SWOT Analysis
20.14.7.
Business Strategies
20.15. IBM Corporation
20.15.1.
Company Details
20.15.2.
Company Overview
20.15.3.
Product Offerings
20.15.4.
Key Developments
20.15.5.
Financial Analysis
20.15.6.
SWOT Analysis
20.15.7.
Business Strategies
20.16. Lexalytics,
Inc.
20.16.1.
Company Details
20.16.2.
Company Overview
20.16.3.
Product Offerings
20.16.4.
Key Developments
20.16.5.
Financial Analysis
20.16.6.
SWOT Analysis
20.16.7.
Business Strategies
20.17. Microsoft
Corporation
20.17.1.
Company Details
20.17.2.
Company Overview
20.17.3.
Product Offerings
20.17.4.
Key Developments
20.17.5.
Financial Analysis
20.17.6.
SWOT Analysis
20.17.7.
Business Strategies
20.18. MobVoi Inc.
(HK SMARTMV LIMITED)
20.18.1.
Company Details
20.18.2.
Company Overview
20.18.3.
Product Offerings
20.18.4.
Key Developments
20.18.5.
Financial Analysis
20.18.6.
SWOT Analysis
20.18.7.
Business Strategies
20.19. MonkeyLearn
Inc.
20.19.1.
Company Details
20.19.2.
Company Overview
20.19.3.
Product Offerings
20.19.4.
Key Developments
20.19.5.
Financial Analysis
20.19.6.
SWOT Analysis
20.19.7.
Business Strategies
20.20. NetBase
Solutions, Inc.
20.20.1.
Company Details
20.20.2.
Company Overview
20.20.3.
Product Offerings
20.20.4.
Key Developments
20.20.5.
Financial Analysis
20.20.6.
SWOT Analysis
20.20.7.
Business Strategies
20.21. SAS Institute
Inc.
20.21.1.
Company Details
20.21.2.
Company Overview
20.21.3.
Product Offerings
20.21.4.
Key Developments
20.21.5.
Financial Analysis
20.21.6.
SWOT Analysis
20.21.7.
Business Strategies
20.22. SoundHound,
Inc.
20.22.1.
Company Details
20.22.2.
Company Overview
20.22.3.
Product Offerings
20.22.4.
Key Developments
20.22.5.
Financial Analysis
20.22.6.
SWOT Analysis
20.22.7.
Business Strategies
20.23. TextRazor Ltd.
20.23.1.
Company Details
20.23.2.
Company Overview
20.23.3.
Product Offerings
20.23.4.
Key Developments
20.23.5.
Financial Analysis
20.23.6.
SWOT Analysis
20.23.7.
Business Strategies
20.24. Verint Systems
Inc.
20.24.1.
Company Details
20.24.2.
Company Overview
20.24.3.
Product Offerings
20.24.4.
Key Developments
20.24.5.
Financial Analysis
20.24.6.
SWOT Analysis
20.24.7.
Business Strategies
21. Key Findings
Note: This ToC is tentative and can
be changed according to the research study conducted during the course of
report completion.
**Exclusive for Multi-User and
Enterprise User.
At Absolute Markets Insights, we are engaged in building both global as well as country specific reports. As a result, the approach taken for deriving the estimation and forecast for a specific country is a bit unique and different in comparison to the global research studies. In this case, we not only study the concerned market factors & trends prevailing in a particular country (from secondary research) but we also tend to calculate the actual market size & forecast from the revenue generated from the market participants involved in manufacturing or distributing the any concerned product. These companies can also be service providers. For analyzing any country specifically, we do consider the growth factors prevailing under the states/cities/county for the same. For instance, if we are analyzing an industry specific to United States, we primarily need to study about the states present under the same(where the product/service has the highest growth). Similar analysis will be followed by other countries. Our scope of the report changes with different markets.
Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends.
Prominent participants in our primary research process include:
- Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
- Research and development participants, distributors/suppliers and subject matter experts
Secondary Research includes data extracted from paid data sources:
- Reuters
- Factiva
- Bloomberg
- One Source
- Hoovers
Research Methodology
Key Inclusions
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