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세계의 자연어 처리 시장 - 규모, 점유율, 동향 분석 보고서 : 컴포넌트별, 전개별, 기업 규모별, 유형별, 용도별, 최종 용도별, 지역별, 부문 예측(2025-2030년)

Natural Language Processing Market Size, Share & Trends Analysis Report By Component, By Deployment, By Enterprise Size, By Type, By Application, By End-use, By Region, And Segment Forecasts, 2025 - 2030
발행일: | 리서치사: Grand View Research | 페이지 정보: 영문 100 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

세계의 자연어 처리 시장 성장과 동향 :

Grand View Research, Inc.의 새로운 조사에 따르면 세계의 자연어 처리 시장 규모는 2025년부터 2030년까지 연평균 복합 성장률(CAGR) 38.7%로 확대되어, 2030년에는 4,398억 5,000만 달러에 달할 것으로 추정되고 있습니다.

머신러닝은 AI의 진보에 따라 주로 텍스트 분석에서 자연어 처리(NLP) 기술에 중요한 역할을 할 것으로 예측됩니다. 미래에는 비지도 학습과 지도 학습을 통해 머신러닝 엔진이 보다 상세한 평가를 할 수 있게 될 것입니다. 진화를 계속하는 소셜 미디어 플랫폼은 비즈니스 의사 결정에 탁월한 역할을 할 것으로 기대됩니다. 예를 들어, 일부 기업은 소셜 미디어 플랫폼 및 분기 보고서 전후의 뉴스에서 자사 비즈니스에 대한 고객의 평가, 피드백 및 의견을 추적하기 위해 여러 NLP 도구를 활용할 수 있습니다.

스마트 환경을 촉진하기 위한 스마트 디바이스 이용 증가 등의 요인이 시장의 성장을 뒷받침하고 있습니다. 헬스케어 분야에 대한 투자 증가로 더욱 수익성이 높은 시장 확대의 가능성이 예상되고 있습니다.

엄청난 양의 음성 데이터와 구조화되지 않은 텍스트 데이터가 있는 기업은 NLP의 실용적인 응용이 진행됨에 따라 어두운 데이터 문제를 효과적으로 발견, 수집, 분석할 수 있게 됩니다. 자연 언어 기술의 풍부함은 인지 컴퓨팅의 커뮤니케이션 능력을 형성하고 심층 학습이나 비지도, 지도 머신러닝의 이용을 확대하기 위해 향후에도 계속될 것으로 예측됩니다.

자연어 처리는 대량의 환자 데이터를 검색, 분석 및 이해하기 위해 건강 관리 분야에서 인기를 얻고 있습니다. 헬스케어 미디어에서 NLP는 비정형화된 데이터에 효과적으로 음성을 제공할 수 있으며, 질 이해, 프로세스 강화, 환자 결과 향상에 대한 큰 통찰력을 제공합니다. 또한 의료 데이터에서 보다 구체적인 정보를 도출하기 위해 맞춤형 의료 자연 언어 모델을 개발하는 데 사용되어 의료 기록의 보다 본질적인 세부 사항을 이해하는 데 도움이 됩니다.

북미는 자연어 처리의 가장 중요한 시장 중 하나이며, 이 지역 국가에서는 첨단 기술이 일찍부터 채용되고 있습니다.

자연어 처리 시장 보고서 하이라이트

  • 2024년 자연어 처리 업계의 매출액 점유율은 71.5%로 솔루션 부문이 우세했습니다.
  • 2024년 On-Premise 부문이 자연어 처리 업계에서 가장 큰 점유율을 차지했습니다.
  • 대기업 부문이 2024년에 가장 큰 수익 점유율을 차지했습니다.
  • 통계적 NLP 분야이 2024년에 최대의 수익 점유율을 차지했습니다. 통계적 NLP는 시장에서 지배적인 지위를 차지했습니다.
  • 자동 요약 분야가 2024년에 최대의 수익 점유율을 차지했습니다.
  • 헬스케어 분야가 2024년에 자연어 처리 업계에서 최대의 수익 점유율을 차지했습니다.
  • 북미가 2024년에 30.1%의 최대 수익 점유율을 차지했습니다.

목차

제1장 조사 방법과 범위

제2장 주요 요약

제3장 자연어 처리 시장의 변수, 동향, 범위

  • 세계의 자연어 처리 시장 전망
  • 업계 밸류체인 분석
  • 시장 역학
    • 시장 성장 촉진요인 분석
    • 시장 성장 억제요인 분석
    • 업계의 과제
  • Porter's Five Forces 분석
    • 공급자의 힘
    • 구매자의 힘
    • 대체 위협
    • 신규 참가자로부터의 위협
    • 경쟁 기업간 경쟁 관계
  • PESTEL 분석
    • 정치 상황
    • 경제 상황
    • 사회 상황
    • 기술적 상황
    • 환경 상황
    • 법적인 상황

제4장 자연어 처리 시장 : 컴포넌트 추정 및 예측

  • 자연어 처리 시장 : 컴포넌트 변동 분석, 2024년 및 2030년
  • 솔루션
  • 서비스

제5장 자연어 처리 시장 : 전개 추정 및 예측

  • 자연어 처리 시장 : 전개 변동 분석, 2024년 및 2030년
  • 클라우드
  • On-Premise

제6장 자연어 처리 시장 : 기업 규모별 추정과 예측

  • 자연어 처리 시장 : 기업 규모별 변동 분석, 2024년 및 2030년
  • 대기업
  • 중소기업

제7장 자연어 처리 시장 : 유형별 추정과 예측

  • 자연어 처리 시장 : 유형별 변동 분석, 2024년 및 2030년
    • 통계 NLP
    • 룰 베이스 NLP
    • 하이브리드 NLP

제8장 자연어 처리 시장 : 용도별 전망, 추정과 예측

  • 자연어 처리 시장 : 용도별 변동 분석, 2024년 및 2030년
    • 감정 분석
    • 데이터 추출
    • 위험 및 위협 검출
    • 자동 요약
    • 컨텐츠 관리
    • 언어 스코어링
    • 기타

제9장 자연어 처리 시장 : 최종 용도별 전망, 추정과 예측

  • 자연어 처리 시장 : 최종 용도별 변동 분석, 2024년 및 2030년
    • BFSI
    • IT 및 통신
    • 헬스케어
    • 교육
    • 미디어 및 엔터테인먼트
    • 소매 및 전자상거래
    • 기타

제10장 자연어 처리 시장 : 지역별 추정 및 동향 분석

  • 자연어 처리 시장 점유율 : 지역별, 2024년 및 2030년
  • 북미
    • 미국
    • 캐나다
    • 멕시코
  • 유럽
    • 영국
    • 독일
    • 프랑스
  • 아시아태평양
    • 중국
    • 일본
    • 인도
    • 호주
    • 한국
  • 라틴아메리카
    • 브라질
  • 중동 및 아프리카
    • 아랍에미리트(UAE)
    • 사우디아라비아
    • 남아프리카

제11장 경쟁 구도

  • 주요 시장 진출기업에 의한 최근의 동향과 영향 분석
  • 벤더 상황
    • 기업 분류
    • 주요 리셀러 및 채널 파트너 목록
    • 잠재적인 최종 용도/리스트 리스트
  • 경쟁 역학
    • 경쟁 벤치마킹
    • 전략 매핑
    • 히트맵 분석
  • 기업 프로파일/목록
    • 3M
    • Apple Inc.
    • Amazon Web Services, Inc.
    • Baidu Inc.
    • Crayon Data
    • Google LLC
    • Health Fidelity
    • IBM Corporation
    • Inbenta
    • IQVIA
    • Meta Platforms Inc.
    • Microsoft
    • Oracle
    • SAS Institute Inc.
JHS

Natural Language Processing Market Growth & Trends:

The global natural language processing market size is estimated to reach USD 439.85 billion by 2030, expanding at a CAGR of 38.7% from 2025 to 2030, according to a new study by Grand View Research, Inc. Machine learning is predicted to play a critical role in natural language processing (NLP) techniques, mostly in text analytics, as AI advances. In the future, unsupervised and supervised learning will enable machine-learning engines to undertake more in-depth assessments. According to their ongoing evolution, social media platforms are expected to play a superior role in business decisions. A company, for instance, can rely on several NLP tools to track customer evaluations, feedback, and comments about their business on social media platforms and in the news around the time of a quarterly report.

Factors such as increased usage of smart devices to facilitate smart environments boost market growth. Additionally, the demand for NLP technologies is expanding owing to the rising demand for sophisticated text analytics and increasing internet and connected device usage. In addition, NLP-based apps are increasingly being used across industries to enhance customer experience. Additional profitable market expansion potentials are anticipated due to rising healthcare sector investments. However, constraints in the development of NLP technology utilizing neural networks and complexity associated with the use of code-mixed language during the implementation of NLP solutions constrain the use of cloud-based services, which can create hindrances for market growth.

Companies with huge amounts of spoken or unstructured text data can effectively discover, collect, and analyze dark data issues to the growing pragmatic application of NLP. The usage of NLP is anticipated to increase in areas like semantic search and intelligent chatbots that need to comprehend user intent. The abundance of natural language technologies is expected to endure to shape the communication capability of cognitive computing and the expanding utilization of deep learning and unsupervised and supervised machine learning. Intelligent data for businesses to develop plans, NLP is essential for tracking and monitoring market intelligence reports.

Natural language processing is gaining popularity in the healthcare sector due to the search, analysis, and understanding of massive volumes of patient data. Machine learning in healthcare and NLP technology services can extract pertinent concepts and insights from data previously thought to be buried in text form using advanced medical algorithms. In healthcare media, NLP can effectively give voice to unstructured data, providing great insight into understanding quality, enhancing processes, and increasing patient outcomes. For Instance, In July 2022, Google released a free tool called AutoML Entity Extraction for Healthcare, which is also low-code for healthcare professionals with limited coding expertise. Moreover, it is used to develop Healthcare Natural Language models customized to derive more specific information from medical data, which helps understand more essential details in medical records.

North America is one of the most important marketplaces for natural language processing owing to the early adoption of advanced technologies in the countries from the region. The U.S. has an advantage in innovation because it is home to the majority of the key vendors in the industry. Additionally, the regional governments are promoting AI, ML, and NLP technologies, creating a favorable environment for market vendors to increase their presence in the region.

Natural Language Processing Market Report Highlights:

  • The solution segment dominated the natural language processing industry with a revenue share of 71.5% in 2024. This dominance shows a strong demand for comprehensive NLP solutions in the market.
  • The on-premises segment accounted for the largest share of the natural language industry in 2024. The on-premises NLP deployment offers full control, visibility, and authentication security controls over data.
  • The large enterprises segment held the largest revenue share in 2024. It is attributable to the strong demand for predictive approaches to maintain data security.
  • The statistical NLP segment held the largest revenue share in 2024. Statistical NLP held a dominant position in the market. It accounted for a major share due to its proven effectiveness.
  • The automatic summarization segment held the largest revenue share in 2024. It captured a significant share due to its wide-ranging applications.
  • The healthcare segment dominated the natural language processing industry with the largest revenue share in 2024. The sector accounted for a major share due to high data volumes and complex documentation needs.
  • North America held the largest revenue share of 30.1% in 2024. The natural language processing market in North America is expanding as organizations prioritize AI-driven communication tools.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Technologies
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. Natural Language Processing Market Variables, Trends & Scope

  • 3.1. Global Natural Language Processing Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrants
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. Natural Language Processing Market: Component Estimates & Forecasts

  • 4.1. Natural Language Processing Market: Component Movement Analysis, 2024 & 2030
    • 4.1.1. Solution
      • 4.1.1.1. Solution Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 4.1.2. Services
      • 4.1.2.1. Services Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 5. Natural Language Processing Market: Deployment Estimates & Forecasts

  • 5.1. Natural Language Processing Market: Deployment Movement Analysis, 2024 & 2030
    • 5.1.1. Cloud
      • 5.1.1.1. Cloud Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 5.1.2. On-Premise
      • 5.1.2.1. On-Premise Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 6. Natural Language Processing Market: Enterprise Size Estimates & Forecasts

  • 6.1. Natural Language Processing Market: Enterprise Size Movement Analysis, 2024 & 2030
    • 6.1.1. Large Enterprises
      • 6.1.1.1. Large Enterprises Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 6.1.2. Small and Medium Enterprises
      • 6.1.2.1. Small and Medium Enterprises Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 7. Natural Language Processing Market: Type Outlook Estimates & Forecasts

  • 7.1. Natural Language Processing Natural Language Processing Market: Type Movement Analysis, 2024 & 2030
    • 7.1.1. Statistical NLP
      • 7.1.1.1. Statistical NLP Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.2. Rule-Based NLP
      • 7.1.2.1. Rule-Based NLP Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.3. Hybrid NLP
      • 7.1.3.1. Hybrid NLP Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 8. Natural Language Processing Market: Application Outlook Estimates & Forecasts

  • 8.1. Natural Language Processing Market: Application Movement Analysis, 2024 & 2030
    • 8.1.1. Sentiment Analysis
      • 8.1.1.1. Sentiment Analysis Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.2. Data Extraction
      • 8.1.2.1. Data Extraction Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.3. Risk and Threat Detection
      • 8.1.3.1. Risk and Threat Detection Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.4. Automatic Summarization
      • 8.1.4.1. Automatic Summarization Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.5. Content Management
      • 8.1.5.1. Content Management Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.6. Language Scoring
      • 8.1.6.1. Language Scoring Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.7. Others
      • 8.1.7.1. Others Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 9. Natural Language Processing Market: End Use Outlook Estimates & Forecasts

  • 9.1. Natural Language Processing Market: End Use Movement Analysis, 2024 & 2030
    • 9.1.1. BFSI
      • 9.1.1.1. BFSI Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.2. IT & Telecommunication
      • 9.1.2.1. IT & Telecommunication Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.3. Healthcare
      • 9.1.3.1. Healthcare Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.4. Education
      • 9.1.4.1. Education Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.5. Media & Entertainment
      • 9.1.5.1. Media & Entertainment Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.6. Retail & E-commerce
      • 9.1.6.1. Retail & E-commerce Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.7. Others
      • 9.1.7.1. Others Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 10. Natural Language Processing Natural Language Processing Market: Regional Estimates & Trend Analysis

  • 10.1. Natural Language Processing Market Share, By Region, 2024 & 2030 USD Billion
  • 10.2. North America
    • 10.2.1. North America Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.1.1. North America Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.2.1.2. North America Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.1.3. North America Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.1.4. North America Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.1.5. North America Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.1.6. North America Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.1.7. North America Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.2.2. U.S.
      • 10.2.2.1. U.S. Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.2.2. U.S. Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.2.3. U.S. Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.2.4. U.S. Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.2.5. U.S. Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.2.6. U.S. Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.2.7. U.S. Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.2.3. Canada
      • 10.2.3.1. Canada Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.3.2. Canada Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.3.3. Canada Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.3.4. Canada Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.3.5. Canada Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.3.6. Canada Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.3.7. Canada Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.2.4. Mexico
      • 10.2.4.1. Mexico Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.4.2. Mexico Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.4.3. Mexico Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.4.4. Mexico Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.4.5. Mexico Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.4.6. Mexico Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.4.7. Mexico Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.3. Europe
    • 10.3.1. Europe Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.1.1. Europe Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.3.1.2. Europe Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.1.3. Europe Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.1.4. Europe Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.1.5. Europe Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.1.6. Europe Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.1.7. Europe Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.3.2. UK
      • 10.3.2.1. UK Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.2.2. UK Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.2.3. UK Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.2.4. UK Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.2.5. UK Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.2.6. UK Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.2.7. UK Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.3.3. Germany
      • 10.3.3.1. Germany Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.3.2. Germany Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.3.3. Germany Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.3.4. Germany Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.3.5. Germany Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.3.6. Germany Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.3.7. Germany Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.3.4. France
      • 10.3.4.1. France Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.4.2. France Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.4.3. France Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.4.4. France Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.4.5. France Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.4.6. France Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.4.7. France Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.4. Asia Pacific
    • 10.4.1. Asia Pacific Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.1.1. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.4.1.2. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.1.3. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.1.4. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.1.5. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.1.6. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.1.7. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.2. China
      • 10.4.2.1. China Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.2.2. China Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.2.3. China Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.2.4. China Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.2.5. China Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.2.6. China Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.2.7. China Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.3. Japan
      • 10.4.3.1. Japan Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.3.2. Japan Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.3.3. Japan Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.3.4. Japan Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.3.5. Japan Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.3.6. Japan Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.3.7. Japan Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.4. India
      • 10.4.4.1. India Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.4.2. India Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.4.3. India Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.4.4. India Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.4.5. India Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.4.6. India Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.4.7. India Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.5. Australia
      • 10.4.5.1. Australia Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.5.2. Australia Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.5.3. Australia Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.5.4. Australia Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.5.5. Australia Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.5.6. Australia Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.5.7. Australia Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.6. South Korea
      • 10.4.6.1. South Korea Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.6.2. South Korea Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.6.3. South Korea Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.6.4. South Korea Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.6.5. South Korea Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.6.6. South Korea Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.6.7. South Korea Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.5. Latin America
    • 10.5.1. Latin America Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.5.1.1. Latin America Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.5.1.2. Latin America Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.5.1.3. Latin America Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.5.1.4. Latin America Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.5.1.5. Latin America Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.5.1.6. Latin America Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.5.1.7. Latin America Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.5.2. Brazil
      • 10.5.2.1. Brazil Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.5.2.2. Brazil Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.5.2.3. Brazil Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.5.2.4. Brazil Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.5.2.5. Brazil Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.5.2.6. Brazil Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.5.2.7. Brazil Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.6. Middle East and Africa
    • 10.6.1. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.1.1. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.6.1.2. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.1.3. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.1.4. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.1.5. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.1.6. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.1.7. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.6.2. UAE
      • 10.6.2.1. UAE Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.2.2. UAE Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.2.3. UAE Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.2.4. UAE Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.2.5. UAE Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.2.6. UAE Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.2.7. UAE Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.6.3. KSA
      • 10.6.3.1. KSA Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.3.2. KSA Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.3.3. KSA Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.3.4. KSA Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.3.5. KSA Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.3.6. KSA Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.3.7. KSA Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.6.4. South Africa
      • 10.6.4.1. South Africa Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.4.2. South Africa Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.4.3. South Africa Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.4.4. South Africa Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.4.5. South Africa Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.4.6. South Africa Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.4.7. South Africa Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)

Chapter 11. Competitive Landscape

  • 11.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 11.2. Vendor Landscape
    • 11.2.1. Company categorization
    • 11.2.2. List of Key Distributors and Channel Partners
    • 11.2.3. List of Potential End Use/Listings
  • 11.3. Competitive Dynamics
    • 11.3.1. Competitive Benchmarking
    • 11.3.2. Strategy Mapping
    • 11.3.3. Heat Map Analysis
  • 11.4. Company Profiles/Listing
    • 11.4.1. 3M
      • 11.4.1.1. Participant's overview
      • 11.4.1.2. Financial performance
      • 11.4.1.3. Deployment benchmarking
      • 11.4.1.4. Strategic initiatives
    • 11.4.2. Apple Inc.
      • 11.4.2.1. Participant's overview
      • 11.4.2.2. Financial performance
      • 11.4.2.3. Deployment benchmarking
      • 11.4.2.4. Strategic initiatives
    • 11.4.3. Amazon Web Services, Inc.
      • 11.4.3.1. Participant's overview
      • 11.4.3.2. Financial performance
      • 11.4.3.3. Deployment benchmarking
      • 11.4.3.4. Strategic initiatives
    • 11.4.4. Baidu Inc.
      • 11.4.4.1. Participant's overview
      • 11.4.4.2. Financial performance
      • 11.4.4.3. Deployment benchmarking
      • 11.4.4.4. Strategic initiatives
    • 11.4.5. Crayon Data
      • 11.4.5.1. Participant's overview
      • 11.4.5.2. Financial performance
      • 11.4.5.3. Deployment benchmarking
      • 11.4.5.4. Strategic initiatives
    • 11.4.6. Google LLC
      • 11.4.6.1. Participant's overview
      • 11.4.6.2. Financial performance
      • 11.4.6.3. Deployment benchmarking
      • 11.4.6.4. Strategic initiatives
    • 11.4.7. Health Fidelity
      • 11.4.7.1. Participant's overview
      • 11.4.7.2. Financial performance
      • 11.4.7.3. Deployment benchmarking
      • 11.4.7.4. Strategic initiatives
    • 11.4.8. IBM Corporation
      • 11.4.8.1. Participant's overview
      • 11.4.8.2. Financial performance
      • 11.4.8.3. Deployment benchmarking
      • 11.4.8.4. Strategic initiatives
    • 11.4.9. Inbenta
      • 11.4.9.1. Participant's overview
      • 11.4.9.2. Financial performance
      • 11.4.9.3. Deployment benchmarking
      • 11.4.9.4. Strategic initiatives
    • 11.4.10. IQVIA
      • 11.4.10.1. Participant's overview
      • 11.4.10.2. Financial performance
      • 11.4.10.3. Deployment benchmarking
      • 11.4.10.4. Strategic initiatives
    • 11.4.11. Meta Platforms Inc.
      • 11.4.11.1. Participant's overview
      • 11.4.11.2. Financial performance
      • 11.4.11.3. Deployment benchmarking
      • 11.4.11.4. Strategic initiatives
    • 11.4.12. Microsoft
      • 11.4.12.1. Participant's overview
      • 11.4.12.2. Financial performance
      • 11.4.12.3. Deployment benchmarking
      • 11.4.12.4. Strategic initiatives
    • 11.4.13. Oracle
      • 11.4.13.1. Participant's overview
      • 11.4.13.2. Financial performance
      • 11.4.13.3. Deployment benchmarking
      • 11.4.13.4. Strategic initiatives
    • 11.4.14. SAS Institute Inc.
      • 11.4.14.1. Participant's overview
      • 11.4.14.2. Financial performance
      • 11.4.14.3. Deployment benchmarking
      • 11.4.14.4. Strategic initiatives
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