表紙
市場調查報告書
商品編碼
990230

自然語言處理 (NLP)的全球市場 (∼2026年):各組件、類型 (統計型、混合型)、用途 (自動摘要、感情分析與風險&威脅檢測)、展開區分、組織規模、產業、地區

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

出版日期: | 出版商: MarketsandMarkets | 英文 273 Pages | 訂單完成後即時交付

價格
  • 全貌
  • 簡介
  • 目錄
簡介

全球自然語言處理 (NLP)的市場規模在預測期間內預計以20.3%的年複合成長率發展,從2020年的116億美元,2026年351億美元的規模成長。

以降低成本和提高擴充性為目的的雲端基礎的NLP解決方案的需求高漲,為了促進智慧環境對智慧裝置利用增加等要素促進該市場的成長。

本報告提供全球自然語言處理 (NLP)的市場調查,市場定義和概要,價值鏈,新型冠狀病毒感染疾病 (COVID-19) 以及其他的市場影響因素分析,法律制度,技術、專利趨勢,案例研究,市場規模的變化、預測,組件、展開區分、組織規模、類型、用途、產業、地區/主要國家等各種區分的明細,競爭環境,主要企業簡介等彙整資訊。

第1章 簡介

第2章 調查手法

第3章 摘要整理

第4章 重要考察

第5章 市場概要

  • 市場演進
  • 架構
  • 市場動態
    • 促進因素
    • 阻礙因素
    • 市場機會
    • 課題
    • 累積成長分析
  • 案例研究
  • COVID-19的影響
  • 專利分析
  • 供應鏈分析
  • 價值鏈分析
  • 法規情形
  • 價格設定模式分析
  • 波特的五力分析
  • 技術分析

第6章 市場分析、預測:各零件

  • 解決方案
    • 月台
    • 軟體工具
  • 服務
    • 專業服務
    • 管理服務

第7章 市場分析、預測:各部署種類

  • 內部部署
  • 雲端

第8章 市場分析、預測:各組織規模

  • 中小企業
  • 大企業

第9章 市場分析、預測:各類型

  • 規則型
  • 統計型
  • 混合型

第10章 市場分析、預測:各用途

  • 感情分析
  • 資料開採
  • 風險、威脅檢測
  • 自動摘要
  • 內容管理
  • 語言評分
  • 其他

第11章 市場分析、預測:各產業

  • 銀行、金融服務、保險
  • IT、通訊
  • 零售、電子商務
  • 醫療保健、生命科學
  • 運輸、物流
  • 政府、公共部門
  • 能源、公共事業
  • 製造
  • 其他

第12章 市場分析、預測:各地區、主要國家

  • 北美
  • 歐洲
  • 亞太地區
  • 中東、非洲
  • 南美

第13章 競爭情形

  • 概要
  • 市場評估架構
  • 市場佔有率
  • 主要企業的收益變化
  • 主要市場展開
  • 企業評估矩陣
  • Start-Ups、SME:評估矩陣

第14章 企業簡介

  • IBM
  • MICROSOFT
  • GOOGLE
  • AMAZON WEB SERVICES
  • FACEBOOK
  • APPLE
  • 3M
  • INTEL
  • BAIDU
  • SAS INSTITUTE
  • LINGUAMATICS
  • INBENTA
  • HEALTH FIDELITY
  • VERITONE
  • DOLBEY
  • NARRATIVE SCIENCE
  • BITEXT
  • CONVERSICA
  • SPARKCOGNITION
  • AUTOMATED INSIGHTS
  • GNANI.AI
  • NIKI.AI
  • MIHUP
  • OBSERVE.AI
  • HYRO
  • JUST AI
  • RAGAVERA

第15章 鄰近市場、相關市場

第16章 附錄

目錄
Product Code: TC 3492

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

TABLE OF CONTENTS

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) 138

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 271