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Natural Language Processing Market by Component, Type (Statistical, Hybrid), Application (Automatic Summarization, Sentiment Analysis, Risk & Threat Detection), Deployment Mode, Organization Size, Vertical, and Region - Global Forecast to 2026

February 2021 | 273 pages | ID: NB0F7118D6EEN
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The global Natural Language Processing (NLP) market size to grow from USD 11.6 billion in 2020 to USD 35.1 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 20.3% during the forecast period. Growing demand for cloud-based NLP solutions to reduce overall costs and better scalability and increasing usage of smart devices to facilitate smart enviroments are expected to drive the NLP market growth. The rise in the adoption of NLP-based applications across verticals to enhance customer experience and increase in investments in the healthcare vertical is expected to offer opportunities for NLP vendors.

The global spread of COVID-19 has generated numerous privacy, data protection, security, and compliance questions. These challenges have increased the need for companies and organizations to secure and analyze their sensitive data for strategic business decisions. New practices such as work from home and social distancing have increased the requirement of NLP solutions and services, and the development of digital infrastructures for large-scale technology deployments. Organizations are implementing NLP solutions and services to access the landscape of scientific papers relevant to the coronavirus pandemic. Moreover, scientists are developing COVID-19 therapeutics which uses NLP technology to track new papers, particularly around drug or vaccine safety.

The services segment is expected to grow at a higher CAGR during the forecast period

The NLP market is segmented on the basis of components into solutions and services. The services segment is expected to grow at a higher CAGR during the forecast period. NLP services play a vital role in the functionality of NLP platform and software tools. These services are an integral step in deploying tools and are taken care of by solution, platform, and service providers. The demand for NLP software tools and platform is increasing globally due to the rising demand to gain real-time insights from voice or speech data across BFSI, healthcare and life sciences, and retail and eCommerce vertical.

On-premises segment is expected to grow at a higher CAGR during the forecast period

The NLP market by deployment mode has been segmented into on-premises and cloud. Enterprises opt for the deployment mode based on their requirements regarding the scalability and level of data security required. The on-premises mode is the most preferable among the enterprises, which consider data as a valuable asset and need to maintain high-level security to comply with regulations. The cloud deployment mode is dominating the market due to its advantages, such as scalability, easy availability, and cost-savings. The cloud segment is expected to account for a larger market size during the forecast period.

Among verticals, the healthcare and life sciences segment to grow at the highest CAGR during the forecast period

The NLP market is segmented into the various verticals, particularly BFSI, IT and telecom, retail and ecommerce, healthcare and life sciences, transportation and logistics , government and public sector, energy and utilities, manufacturing, others (education, travel and hospitality, and media and entertainment). The healthcare and life sciences vertical is expected to grow at the highest CAGR during the forecast period. The vertical’s high growth rate can be attributed to the increasing healthcare complexities and growing need for advanced NLP-driven EHRs to extract meaningful insights from unstructured clinical data. To address the COVID-19 impact on the BFSI vertical, the adoption of digital technologies such as video banking facilities, AI-supported tools, and conversational platforms has become essential.

North America to hold the largest market size during the forecast period

The NLP market has been segmented into five regions: North America, Europe, APAC, MEA, and Latin America. Among these regions, North America is projected to hold the largest market size during the forecast period. Improvements in cloud computing platforms, which are now more efficient, affordable, and capable of processing complex information, have led to the growth of inexpensive software development tools and plentiful datasets, which play a vital role in the development of AI technology in the US market. APAC is expected to grow at the highest CAGR during the forecast period on account of the rising awareness and increasing AI investments.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the NLP market.
  • By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
  • By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%
  • By Region: North America: 25%, APAC: 30%, Europe: 30%, MEA: 10%, and Latin America: 5%
The report includes the study of key players offering NLP solutions and services. It profiles major vendors in the global NLP market. The major vendors in the global NLP market are include IBM (US), Microsoft (US), Google (US), AWS (US), Facebook (US), Apple (US), 3M (US), Intel (US), SAS Institute (US), Baidu (China), Inbenta (US), Veritone (US), Dolbey (US), Narrative Science (US), Bitext (Spain), Health Fidelity (US), Linguamatics (UK), Conversica (US), SparkCognition (US), Automated Insights (US), Gnani.ai (India), Niki (India), Mihup (India), Observe.AI (US), Hyro (US), Just AI (England), RaGaVeRa (India).

Research Coverage

The market study covers the NLP market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, type, application, organization size, deployment mode, vertical, and regions. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall NLP market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities
1 INTRODUCTION

1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
1.3 COVID-19 ECONOMIC ASSESSMENT
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
  1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
FIGURE 4 FACTORS IMPACTING GLOBAL ECONOMY
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
1.4 OBJECTIVES OF THE STUDY
1.5 MARKET DEFINITION
  1.5.1 INCLUSIONS AND EXCLUSIONS
1.6 MARKET SCOPE
  1.6.1 MARKET SEGMENTATION
  1.6.2 REGIONS COVERED
  1.6.3 YEARS CONSIDERED FOR THE STUDY
1.7 CURRENCY CONSIDERED
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019
1.8 STAKEHOLDERS
1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
FIGURE 6 NATURAL LANGUAGE PROCESSING MARKET: RESEARCH DESIGN
  2.1.1 SECONDARY DATA
  2.1.2 PRIMARY DATA
TABLE 2 PRIMARY INTERVIEWS
    2.1.2.1 Breakup of primary profiles
    2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
FIGURE 7 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 8 NATURAL LANGUAGE PROCESSING MARKET: TOP-DOWN AND
BOTTOM-UP APPROACHES
  2.3.1 TOP-DOWN APPROACH
  2.3.2 BOTTOM-UP APPROACH
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF NATURAL LANGUAGE PROCESSING MARKET
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 2– BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF NATURAL LANGUAGE PROCESSING MARKET
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3—BOTTOM-UP (DEMAND SIDE): SHARE OF NATURAL LANGUAGE PROCESSING THROUGH OVERALL NATURAL LANGUAGE PROCESSING SPENDING
2.4 MARKET FORECAST
TABLE 3 FACTOR ANALYSIS
2.5 COMPANY EVALUATION MATRIX METHODOLOGY
FIGURE 12 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY
FIGURE 13 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.7 ASSUMPTIONS FOR THE STUDY
2.8 LIMITATIONS OF THE STUDY
2.9 IMPLICATIONS OF COVID-19 ON NATURAL LANGUAGE PROCESSING MARKET

3 EXECUTIVE SUMMARY

TABLE 4 GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2015–2019 (USD MILLION, Y-O-Y %)
TABLE 5 GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2019–2026 (USD MILLION, Y-O-Y %)
FIGURE 14 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE IN 2020
FIGURE 15 SOFTWARE TOOLS SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020
FIGURE 16 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020
FIGURE 17 SYSTEM INTEGRATION AND IMPLEMENTATION SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020
FIGURE 18 STATISTICAL SEGMENT TO HOLD LARGEST MARKET SIZE IN 2020
FIGURE 19 AUTOMATIC SUMMARIZATION SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020
FIGURE 20 CLOUD SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020
FIGURE 21 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020
FIGURE 22 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARE IN 2020
FIGURE 23 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2020

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES IN NATURAL LANGUAGE PROCESSING MARKET
FIGURE 24 GROWING DEMAND FOR CLOUD-BASED NLP SOLUTIONS TO REDUCE OVERALL COSTS AND BETTER SCALABILITY TO DRIVE NATURAL LANGUAGE PROCESSING MARKET GROWTH
4.2 NATURAL LANGUAGE PROCESSING MARKET: TOP THREE APPLICATIONS
FIGURE 25 SENTIMENT ANALYSIS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.3 NATURAL LANGUAGE PROCESSING MARKET: BY COMPONENT AND TOP THREE VERTICALS
FIGURE 26 SOLUTIONS SEGMENT AND BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARES IN 2020
4.4 NATURAL LANGUAGE PROCESSING MARKET, BY REGION
FIGURE 27 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020

5 MARKET OVERVIEW

5.1 INTRODUCTION
5.2 NATURAL LANGUAGE PROCESSING: EVOLUTION
FIGURE 28 EVOLUTION OF NATURAL LANGUAGE PROCESSING MARKET
5.3 NATURAL LANGUAGE PROCESSING: ARCHITECTURE
FIGURE 29 NATURAL LANGUAGE PROCESSING MARKET ARCHITECTURE
5.4 MARKET DYNAMICS
FIGURE 30 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: NATURAL LANGUAGE PROCESSING MARKET
  5.4.1 DRIVERS
    5.4.1.1 Increasing usage of smart devices to facilitate smart environments
FIGURE 31 BRAND-WISE SMART SPEAKER USER PENETRATION IN THE UNITED STATES (2018 VS 2019)
    5.4.1.2 Growing demand for cloud-based NLP solutions to reduce overall costs and better scalability
    5.4.1.3 Rising urge of predictive analytics to reduce risks and identify growth opportunities
  5.4.2 RESTRAINTS
    5.4.2.1 Complexities due to the usage of code-mixed language while implementing NLP solutions
    5.4.2.2 Limitations in the development of NLP technology using neural networks restricting the usage of cloud-based services
  5.4.3 OPPORTUNITIES
    5.4.3.1 Increase in investments in the healthcare vertical
    5.4.3.2 Rise in the adoption of NLP-based applications across verticals to enhance customer experience
  5.4.4 CHALLENGES
    5.4.4.1 Regulatory and privacy concerns over data security
    5.4.4.2 Interoperability and reliability issues while deploying NLP algorithms
  5.4.5 CUMULATIVE GROWTH ANALYSIS
5.5 CASE STUDY ANALYSIS
  5.5.1 INTRODUCTION
    5.5.1.1 Use Case: Scenario 1
    5.5.1.2 Use Case: Scenario 2
    5.5.1.3 Use Case: Scenario 3
    5.5.1.4 Use Case: Scenario 4
    5.5.1.5 Use Case: Scenario 5
    5.5.1.6 Use Case: Scenario 6
5.6 NATURAL LANGUAGE PROCESSING MARKET: COVID-19 IMPACT
FIGURE 32 NATURAL LANGUAGE PROCESSING MARKET TO WITNESS SLOWDOWN IN GROWTH IN 2020
5.7 PATENT ANALYSIS
5.8 SUPPLY CHAIN ANALYSIS
FIGURE 33 SUPPLY CHAIN ANALYSIS
5.9 VALUE CHAIN ANALYSIS
FIGURE 34 VALUE CHAIN ANALYSIS
5.10 REGULATORY LANDSCAPE
  5.10.1 GENERAL DATA PROTECTION REGULATION
  5.10.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
  5.10.3 GOVERNANCE, RISK, AND COMPLIANCE
  5.10.4 EUROPEAN UNION DATA PROTECTION REGULATION
  5.10.5 CAN-SPAM ACT
  5.10.6 SARBANES-OXLEY ACT OF 2002
5.11 PRICING MODEL ANALYSIS
5.12 PORTER’S FIVE FORCES ANALYSIS
FIGURE 35 PORTER’S FIVE FORCES ANALYSIS
  5.12.1 THREAT OF NEW ENTRANTS
  5.12.2 THREAT OF SUBSTITUTES
  5.12.3 BARGAINING POWER OF SUPPLIERS
  5.12.4 BARGAINING POWER OF BUYERS
  5.12.5 INTENSITY OF COMPETITIVE RIVALRY
5.13 TECHNOLOGY ANALYSIS
  5.13.1 ARTIFICIAL INTELLIGENCE AND NATURAL LANGUAGE PROCESSING
  5.13.2 DEEP LEARNING AND NATURAL LANGUAGE PROCESSING
  5.13.3 BIG DATA AND NATURAL LANGUAGE PROCESSING

6 NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT

6.1 INTRODUCTION
  6.1.1 COMPONENTS: COVID-19 IMPACT
  6.1.2 COMPONENTS: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
FIGURE 36 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 6 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 7 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
6.2 SOLUTIONS
TABLE 8 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 9 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 10 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 11 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
  6.2.1 PLATFORM
TABLE 12 PLATFORM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 13 PLATFORM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
  6.2.2 SOFTWARE TOOLS
TABLE 14 SOFTWARE TOOLS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 15 SOFTWARE TOOLS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
6.3 SERVICES
FIGURE 37 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 16 SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 17 SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
  6.3.1 PROFESSIONAL SERVICES
FIGURE 38 CONSULTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 18 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 19 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 20 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 21 PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
    6.3.1.1 Consulting
TABLE 22 CONSULTING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 23 CONSULTING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
    6.3.1.2 System Integration and Implementation
TABLE 24 SYSTEM INTEGRATION AND IMPLEMENTATION: MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 25 SYSTEM INTEGRATION AND IMPLEMENTATION: MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
    6.3.1.3 Support and Maintenance
TABLE 26 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 27 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
  6.3.2 MANAGED SERVICES
TABLE 28 MANAGED SERVICES MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 29 MANAGED SERVICES MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)

7 NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE

7.1 INTRODUCTION
  7.1.1 DEPLOYMENT MODES: COVID-19 IMPACT
  7.1.2 DEPLOYMENT MODES: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
FIGURE 39 ON-PREMISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
TABLE 30 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 31 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
7.2 ON-PREMISES
TABLE 32 ON-PREMISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 33 ON-PREMISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
7.3 CLOUD
TABLE 34 CLOUD: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 35 CLOUD: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)

8 NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE

8.1 INTRODUCTION
  8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT
  8.1.2 ORGANIZATION SIZE: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
FIGURE 40 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 36 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 37 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
8.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 38 SMALL AND MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 39 SMALL AND MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
8.3 LARGE ENTERPRISES
TABLE 40 LARGE ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 41 LARGE ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)

9 NATURAL LANGUAGE PROCESSING MARKET, BY TYPE

9.1 INTRODUCTION
  9.1.1 TYPES: COVID-19 IMPACT
  9.1.2 TYPES: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
FIGURE 41 HYBRID SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
TABLE 42 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 43 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
9.2 RULE-BASED
TABLE 44 RULED-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 45 RULED-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
9.3 STATISTICAL
TABLE 46 STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 47 STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
9.4 HYBRID
TABLE 48 HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 49 HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)

10 NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION

10.1 INTRODUCTION
  10.1.1 APPLICATIONS: COVID-19 IMPACT
  10.1.2 APPLICATIONS: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
FIGURE 42 SENTIMENT ANALYSIS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 50 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 51 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
10.2 SENTIMENT ANALYSIS
TABLE 52 SENTIMENT ANALYSIS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 53 SENTIMENT ANALYSIS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
10.3 DATA EXTRACTION
TABLE 54 DATA EXTRACTION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 55 DATA EXTRACTION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
10.4 RISK AND THREAT DETECTION
TABLE 56 RISK AND THREAT DETECTION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 57 RISK AND THREAT DETECTION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
10.5 AUTOMATIC SUMMARIZATION
TABLE 58 AUTOMATIC SUMMARIZATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 59 AUTOMATIC SUMMARIZATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
10.6 CONTENT MANAGEMENT
TABLE 60 CONTENT MANAGEMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 61 CONTENT MANAGEMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
10.7 LANGUAGE SCORING
TABLE 62 LANGUAGE SCORING: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 63 LANGUAGE SCORING: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
10.8 OTHERS
TABLE 64 OTHERS APPLICATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 65 OTHERS APPLICATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)

11 NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL

11.1 INTRODUCTION
  11.1.1 VERTICALS: COVID-19 IMPACT
  11.1.2 VERTICALS: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
FIGURE 43 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 66 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 67 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 68 BANKING, FINANCIAL SERVICES AND INSURANCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 69 BFSI: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.3 IT AND TELECOM
TABLE 70 IT AND TELECOM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 71 IT AND TELECOM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.4 RETAIL AND ECOMMERCE
TABLE 72 RETAIL AND ECOMMERCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 73 RETAIL AND ECOMMERCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.5 HEALTHCARE AND LIFE SCIENCES
TABLE 74 HEALTHCARE AND LIFE SCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 75 HEALTHCARE AND LIFE SCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.6 TRANSPORTATION AND LOGISTICS
TABLE 76 TRANSPORTATION AND LOGISTICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 77 TRANSPORTATION AND LOGISTICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.7 GOVERNMENT AND PUBLIC SECTOR
TABLE 78 GOVERNMENT AND PUBLIC SECTOR: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 79 GOVERNMENT AND PUBLIC SECTOR: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.8 ENERGY AND UTILITIES
TABLE 80 ENERGY AND UTILITIES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 81 ENERGY AND UTILITIES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.9 MANUFACTURING
TABLE 82 MANUFACTURING: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 83 MANUFACTURING: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
11.10 OTHERS
TABLE 84 OTHERS VERTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 85 OTHERS VERTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)

12 NATURAL LANGUAGE PROCESSING MARKET, BY REGION

12.1 INTRODUCTION
FIGURE 44 INDIA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 45 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING
THE FORECAST PERIOD
TABLE 86 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)
TABLE 87 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)
12.2 NORTH AMERICA
  12.2.1 NORTH AMERICA: COVID-19 IMPACT
  12.2.2 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
  12.2.3 NORTH AMERICA: REGULATIONS
    12.2.3.1 Gramm–Leach–Bliley Act
    12.2.3.2 Federal Information Security Management Act
    12.2.3.3 Federal Information Processing Standards
FIGURE 46 NORTH AMERICA: MARKET SNAPSHOT
TABLE 88 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 89 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
TABLE 90 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION)
TABLE 91 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION)
TABLE 92 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)
TABLE 93 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)
TABLE 94 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 95 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
TABLE 96 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 97 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
TABLE 98 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 99 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 100 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 101 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
TABLE 102 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 103 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 104 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 105 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
  12.2.4 UNITED STATES
  12.2.5 CANADA
12.3 EUROPE
  12.3.1 EUROPE: COVID-19 IMPACT
  12.3.2 EUROPE: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
  12.3.3 EUROPE: REGULATIONS
    12.3.3.1 European Market Infrastructure Regulation
    12.3.3.2 General Data Protection Regulation
    12.3.3.3 European Committee for Standardization
    12.3.3.4 European Technical Standards Institute
TABLE 106 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 107 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
TABLE 108 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION)
TABLE 109 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION)
TABLE 110 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)
TABLE 111 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)
TABLE 112 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 113 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
TABLE 114 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 115 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
TABLE 116 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 117 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 118 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 119 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
TABLE 120 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 121 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 122 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 123 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
  12.3.4 UNITED KINGDOM
  12.3.5 GERMANY
  12.3.6 FRANCE
  12.3.7 REST OF EUROPE
12.4 ASIA PACIFIC
  12.4.1 ASIA PACIFIC: COVID-19 IMPACT
  12.4.2 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
  12.4.3 ASIA PACIFIC: REGULATIONS
    12.4.3.1 Privacy Commissioner for Personal Data
    12.4.3.2 Act on the Protection of Personal Information
    12.4.3.3 Critical Information Infrastructure
    12.4.3.4 International Organization for Standardization 27001
    12.4.3.5 Personal Data Protection Act
FIGURE 47 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 124 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 125 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
TABLE 126 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION)
TABLE 127 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION)
TABLE 128 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)
TABLE 129 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)
TABLE 130 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 131 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
TABLE 132 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 133 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
TABLE 134 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 135 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 136 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 137 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
TABLE 138 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 139 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 140 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 141 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
  12.4.4 CHINA
  12.4.5 INDIA
  12.4.6 JAPAN
  12.4.7 REST OF ASIA PACIFIC
12.5 MIDDLE EAST AND AFRICA
  12.5.1 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
  12.5.2 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
  12.5.3 MIDDLE EAST AND AFRICA: REGULATIONS
    12.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
    12.5.3.2 Cloud Computing Framework
    12.5.3.3 GDPR Applicability in the Kingdom of Saudi Arabia (KSA)
    12.5.3.4 Protection of Personal Information Act
    12.5.3.5 Protection of Personal Information (POPI) Act
TABLE 142 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 143 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
TABLE 144 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION)
TABLE 145 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION)
TABLE 146 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)
TABLE 147 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)
TABLE 148 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 149 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
TABLE 150 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 151 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
TABLE 152 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 153 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 154 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 155 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
TABLE 156 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 157 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 158 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 159 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
  12.5.4 KINGDOM OF SAUDI ARABIA
  12.5.5 UNITED ARAB EMIRATES
  12.5.6 SOUTH AFRICA
  12.5.7 REST OF MIDDLE EAST AND AFRICA
12.6 LATIN AMERICA
  12.6.1 LATIN AMERICA: COVID-19 IMPACT
  12.6.2 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
  12.6.3 LATIN AMERICA: REGULATIONS
    12.6.3.1 Brazil Data Protection Law
TABLE 160 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)
TABLE 161 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)
TABLE 162 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION)
TABLE 163 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION)
TABLE 164 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)
TABLE 165 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)
TABLE 166 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)
TABLE 167 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)
TABLE 168 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)
TABLE 169 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)
TABLE 170 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)
TABLE 171 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)
TABLE 172 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)
TABLE 173 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)
TABLE 174 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)
TABLE 175 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 176 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)
TABLE 177 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)
  12.6.4 BRAZIL
  12.6.5 MEXICO
  12.6.6 REST OF LATIN AMERICA

13 COMPETITIVE LANDSCAPE

13.1 OVERVIEW
13.2 MARKET EVALUATION FRAMEWORK
FIGURE 48 MARKET EVALUATION FRAMEWORK: PARTNERSHIPS AND EXPANSIONS FROM 2018 TO 2020
13.3 MARKET SHARE, 2020
FIGURE 49 IBM LED NATURAL LANGUAGE PROCESSING MARKET IN 2020
13.4 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS
FIGURE 50 REVENUE ANALYSIS OF KEY MARKET PLAYERS
13.5 KEY MARKET DEVELOPMENTS
  13.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
TABLE 178 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020
  13.5.2 BUSINESS EXPANSIONS
TABLE 179 BUSINESS EXPANSIONS, 2019-2020
  13.5.3 MERGERS AND ACQUISITIONS
TABLE 180 MERGERS AND ACQUISITIONS, 2018–2020
  13.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS
TABLE 181 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS, 2018–2020
13.6 COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY
FIGURE 51 RANKING OF KEY PLAYERS, 2020
13.7 COMPANY EVALUATION MATRIX, 2020
  13.7.1 STAR
  13.7.2 EMERGING LEADERS
  13.7.3 PERVASIVE
  13.7.4 PARTICIPANTS
FIGURE 52 NATURAL LANGUAGE PROCESSING MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020
  13.7.5 STRENGTH OF PRODUCT PORTFOLIO
FIGURE 53 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN NATURAL LANGUAGE PROCESSING MARKET
  13.7.6 BUSINESS STRATEGY EXCELLENCE
FIGURE 54 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN NATURAL LANGUAGE PROCESSING MARKET
13.8 STARTUP/SME EVALUATION MATRIX, 2020
  13.8.1 PROGRESSIVE COMPANIES
  13.8.2 RESPONSIVE COMPANIES
  13.8.3 DYNAMIC COMPANIES
  13.8.4 STARTING BLOCKS
FIGURE 55 NATURAL LANGUAGE PROCESSING MARKET (GLOBAL), STARTUP/SME EVALUATION MATRIX, 2020
  13.8.5 STRENGTH OF PRODUCT PORTFOLIO
FIGURE 56 PRODUCT PORTFOLIO ANALYSIS OF TOP STARTUPS IN NATURAL LANGUAGE PROCESSING MARKET
  13.8.6 BUSINESS STRATEGY EXCELLENCE
FIGURE 57 BUSINESS STRATEGY EXCELLENCE OF TOP STARTUPS IN NATURAL LANGUAGE PROCESSING MARKET

14 COMPANY PROFILES

14.1 INTRODUCTION
(Business Overview, Solutions & Services, Key Insights, Recent Developments, MnM View)*
14.2 IBM
FIGURE 58 IBM: COMPANY SNAPSHOT
14.3 MICROSOFT
FIGURE 59 MICROSOFT: COMPANY SNAPSHOT
14.4 GOOGLE
FIGURE 60 GOOGLE: COMPANY SNAPSHOT
14.5 AMAZON WEB SERVICES
FIGURE 61 AMAZON WEB SERVICES: COMPANY SNAPSHOT
14.6 FACEBOOK
FIGURE 62 FACEBOOK: COMPANY SNAPSHOT
14.7 APPLE
FIGURE 63 APPLE: COMPANY SNAPSHOT
14.8 3M
FIGURE 64 3M: COMPANY SNAPSHOT
14.9 INTEL
FIGURE 65 INTEL: COMPANY SNAPSHOT
14.10 BAIDU
FIGURE 66 BAIDU: COMPANY SNAPSHOT
14.11 SAS INSTITUTE
FIGURE 67 SAS INSTITUTE: COMPANY SNAPSHOT
14.12 LINGUAMATICS
14.13 INBENTA
14.14 HEALTH FIDELITY
14.15 VERITONE
14.16 DOLBEY
14.17 NARRATIVE SCIENCE
14.18 BITEXT
14.19 CONVERSICA
14.20 SPARKCOGNITION
14.21 AUTOMATED INSIGHTS
14.22 GNANI.AI
14.23 NIKI.AI
14.24 MIHUP
14.25 OBSERVE.AI
14.26 HYRO
14.27 JUST AI
14.28 RAGAVERA
*Details on Business Overview, Solutions & Services, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.

15 ADJACENT AND RELATED MARKETS

15.1 INTRODUCTION
15.2 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET - GLOBAL FORECAST TO 2025
  15.2.1 MARKET DEFINITION
  15.2.2 MARKET OVERVIEW
    15.2.2.1 NLP in healthcare and life sciences market size, by component
TABLE 182 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
    15.2.2.2 NLP in healthcare and life sciences market size, by type
TABLE 183 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
    15.2.2.3 NLP in healthcare and life sciences market size, by deployment mode
TABLE 184 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
    15.2.2.4 NLP in healthcare and life sciences market size, by organization size
TABLE 185 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
    15.2.2.5 NLP in healthcare and life sciences market size, by application
TABLE 186 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)
    15.2.2.6 NLP in healthcare and life sciences market size, by end user
TABLE 187 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY END USER, 2018–2025 (USD MILLION)
    15.2.2.7 NLP in healthcare and life sciences market size, by region
TABLE 188 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
15.3 CONVERSATIONAL AI MARKET- GLOBAL FORECAST TO 2025
  15.3.1 MARKET DEFINITION
  15.3.2 MARKET OVERVIEW
    15.3.2.1 Conversational AI market, by component
TABLE 189 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT, 2016–2019 (USD MILLION)
TABLE 190 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
    15.3.2.2 Conversational AI market, by type
TABLE 191 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2016–2019 (USD MILLION)
TABLE 192 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
    15.3.2.3 Conversational AI market, by technology
TABLE 193 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY, 2016–2019 (USD MILLION)
TABLE 194 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY, 2019–2025 (USD MILLION)
    15.3.2.4 Conversational AI market, by deployment mode
TABLE 195 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
TABLE 196 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
    15.3.2.5 Conversational AI market, by application
TABLE 197 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2016–2019 (USD MILLION)
TABLE 198 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
    15.3.2.6 Conversational AI market, by vertical
TABLE 199 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL, 2016–2019 (USD MILLION)
TABLE 200 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
    15.3.2.7 Conversational AI market, by region
TABLE 201 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2016–2019 (USD MILLION)
TABLE 202 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025(USD MILLION)

16 APPENDIX

16.1 INDUSTRY EXPERTS
16.2 DISCUSSION GUIDE
16.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
16.4 AVAILABLE CUSTOMIZATIONS
16.5 RELATED REPORTS
16.6 AUTHOR DETAILS

Abstract

In last few decades, we have observed the evolution in machine technologies. The usage of computers, smartphones and other connecting devices has revolutionized the communication modes and business processes. This increasing trend for machine usage also brought the need for reducing gap between human and machine interaction for better experience and enhanced applications. The big data phenomenon also created a rising demand for robust Natural Language Processing (NLP) technologies which can extract and process human lingo on real time basis. This demand was high in few of the industries, such as capital markets. Furthermore, the rising amounts of social media content having rich unstructured information about customer’s perception and brand value has further encouraged the usage of Natural Language Processing (NLP) technologies in various applications. There is a growing demand for sentiment analysis in many business organizations across the globe.

Currently, Rule based NLP, statistical NLP and hybrid NLP solutions are the leading forms of NLP technologies. These forms are fulfilling customer’s requirements in the NLP marketplace. There is ever growing need for innovation in this market. Organizations are not hesitant towards spending in building innovative NLP engines that can be used with new technologies, such as machine to machine communication and multimodal data receptions. In healthcare industry, the demand for NLP technologies is becoming much more prominent. Computer assisted coding is the leading form on NLP technology in the healthcare sector. Furthermore, the usage of NLP can be customized based on the functionality types, response requirements and business language followed by the industry. For instance, in the healthcare sector, there are standards such as ICD-9 and ICD-10. Moreover, there have been a good number of recent mergers and acquisitions in the NLP market. This shows that the influence of NLP technology is rapidly growing over the market leaders. Many emerging players are also entering into NLP market with unique capabilities and innovative products and solutions. Many players are also providing NLP solutions over cloud, as Software as Service (SaaS). The cloud form of NLP is one of the growing reasons for the easy adoption and acceptance of NLP technologies in the market.

MarketsandMarkets has segmented the NLP market by types: rule based NLP, statistical NLP and hybrid NLP; by type of technologies: recognition (Interactive Voice Response (IVR), Optical Character Recognition (OCR), and pattern and image recognition), operational (auto coding, and categorization and classification), and analytics (speech analytics, and text analytics); by type of services: installation and maintenance, training and certification, consulting, and other services; by types of applications: machine translation, information extraction, report generation, question answering, and other applications; by type of end users: enterprise NLP (BFSI, automobile, healthcare, IT and Telecommunication, legal and commercial offices, government, defense and aerospace, media and advertisement, academia and education, web and e-commerce, and other verticals), and consumer NLP; by deployment types: on-premise and on-demand; by type of regions: North America (NA), Asia Pacific (APAC), Europe, Middle East and Africa (MEA), and Latin America (LA).

The NLP market report analyzes global technologies trends, drivers and evolutions in this rapidly emerging market. The report aims at identifying and evaluating the current market size and future user insights, major players, and competitive trend in NLP market.

Overall Market Size

The NLP market is expected to grow from $XX million in 2013 to $XX million in 2018. This represents a CAGR of XX% from 2013 to 2018. The table below highlights NLP market size across various regions. The table below also highlights the overall market opportunity, in terms of absolute dollar value and Y-o-Y growth.

Enterprise NLP

The worldwide usage of NLP solution is extensive in the telecommunication sector. The table below highlights the market trend of NLP solutions across various verticals. BFSI vertical, in NLP market, is expected to grow from $XX million in 2013 to $XX million in 2018, at a CAGR of XX% from 2013 to 2018. The healthcare vertical, in NLP market, is expected to grow from $XX million in 2013 to $XX million in 2018, at a CAGR of XX% from 2013 to 2018.



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