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市場調查報告書
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1601102

自然語言處理市場：按類型、技術、產業、部署、應用分類 - 2025-2030 年全球預測

Natural Language Processing Market by Type (Hybrid, Rule-Based, Statistical), Technology (Autocoding, Classification & Categorization, Interactive Voice Response), Industry, Deployment, Application - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 187 Pages | 商品交期: 最快1-2個工作天內

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2023年自然語言處理市場規模為218.4億美元，預計2024年將達到254.9億美元，複合年成長率為17.13%，到2030年將達到660.8億美元。

自然語言處理（NLP）是人工智慧的一個分支，它允許機器理解和解釋人類語言。這些範圍從基本的文字分析和語法檢查到複雜的應用程式，例如情緒分析、聊天機器人和即時翻譯。對 NLP 的需求源於非結構化資料的成長以及對有效工具將其轉化為可行見解的需求。 NLP 的應用範圍從語音助理和自動化客戶支援到管理大型資料集以預測市場趨勢。影響成長的關鍵因素包括機器學習演算法的進步、運算能力的提高以及對語言多功能人工智慧系統日益成長的需求。目前的市場洞察顯示了醫療保健等領域的潛在機會，其中 NLP 可用於患者照護的預測分析，而金融等領域的即時情緒分析可以為投資策略提供資訊。鑑於向數位轉型的轉變，將 NLP 納入經營模式可以顯著改善客戶體驗和業務效率。然而，它也存在一些限制和挑戰，例如資料隱私問題、高昂的實施成本以及可能導致不準確的複雜的語言細微差別。此外，NLP 技術的道德使用日益受到關注，可能會影響信任和監管接受度。為了克服這些挑戰，需要廣泛的創新和研究來開發更複雜的演算法，以提高準確性和可靠性，同時確保資料隱私。情緒檢測、情境理解和多語言處理等領域代表著重要的業務成長機會。展望未來，公司應專注於透過建立結合語言學、電腦科學和資料分析專業知識的跨職能團隊來充分發揮 NLP 的潛力。市場是動態的，新的進步不斷出現，並且對技術、道德和以用戶為中心的因素的平衡考慮表明了市場的上升趨勢。

主要市場統計
基準年[2023] 218.4億美元
預測年份 [2024] 254.9億美元
預測年份 [2030] 660.8億美元
複合年成長率（%） 17.13%

市場動態：揭示快速發展的自然語言處理市場的關鍵市場洞察

供需的動態交互作用正在改變自然語言處理市場。透過了解這些不斷變化的市場動態，公司可以準備好做出明智的投資決策、完善策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助企業了解消費行為及其對製造業的影響。

  • 市場促進因素
    • 智慧型設備的使用增加和大量數位資料的產生
    • 採用雲端基礎的解決方案並加強監管
    • 金融機構需求加速文字探勘、跨境付款、外匯
  • 市場限制因素
    • NLP 演算法不可靠，由於使用混合程式碼語言而增加了複雜性
  • 市場機會
    • 擴大醫療健康產業投資引進NLP
    • 採用基於 NLP 的應用程式來改善客戶服務
    • IT/通訊、汽車、國防/航太領域的潛在應用
  • 市場挑戰
    • 安全性問題和與小資料的對話

波特五力：駕馭自然語言處理市場的策略工具

波特的五力框架是理解市場競爭格局的重要工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解自然語言處理市場的外部影響

外部宏觀環境因素在塑造自然語言處理市場的績效動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並幫助他們做出積極主動的決策。

市場佔有率分析 了解自然語言處理市場的競爭狀況

對自然語言處理市場的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來發現自己的競爭定位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV定位矩陣自然語言處理市場供應商績效評估

FPNV 定位矩陣是評估自然語言處理市場供應商的重要工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。四個象限清楚且準確地分類供應商，幫助使用者辨識最能滿足其策略目標的合作夥伴和解決方案。

本報告提供了涵蓋關鍵重點領域的全面市場分析：

1. 市場滲透率：對當前市場環境的詳細回顧，包括行業主要企業的大量資料。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監理核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 智慧型設備使用的增加產生大量數位資料
      • 採用支援法規和雲端基礎的解決方案
      • 金融機構需求加速文字探勘、跨境付款、外匯
    • 抑制因素
      • NLP 演算法的不可靠性以及由於使用混合程式碼語言而增加的複雜性
    • 機會
      • 加大對醫療產業NLP實施的投資
      • 部署基於 NLP 的應用程式以改善客戶服務
      • IT/通訊、汽車、國防/航太領域的應用可能性
    • 任務
      • 涉及安全問題和最少資料的對話
  • 市場區隔分析
    • 類型：混合NLP 利用基於規則的方法和統計方法的優勢來提供平衡的方法。
    • 產業：自然語言處理 (NLP) 在汽車、醫療保健和生命科學、高科技和電子、媒體和娛樂、研究和教育以及零售和消費品領域正在經歷顯著成長。
    • 部署：雲端上的 NLP 部署比本地部署的初始成本更低。

第 5 章 2.4. 應用：

  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境
  • 客戶客製化

第6章自然語言處理市場：依類型

  • 混合
  • 規則庫
  • 統計數據

第7章自然語言處理市場：依技術分類

  • 自動編碼
  • 分類與分類
  • 互動式語音應答
  • 光學字元辨識
  • 模式和影像識別
  • 語音分析
  • 文字分析

第8章自然語言處理市場：依產業分類

  • 車
  • BFSI
  • 政府
  • 醫療保健和生命科學
  • 高科技電子產品
  • 媒體和娛樂
  • 研究和教育
  • 零售/消費品

第9章自然語言處理市場：依發展分類

  • 在雲端
  • 本地

第10章自然語言處理市場：依應用分類

  • 資訊擷取
  • 機器翻譯
  • 問題解答
  • 報告生成
  • 文字處理

第11章美洲自然語言處理市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第12章亞太地區自然語言處理市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第13章歐洲、中東和非洲自然語言處理市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第14章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • NLPStart-UpsNuMind 籌集 3 美元種子資金
    • Kensho Technologies 推出自然語言處理解決方案，從概念上理解和分類文檔
    • Sesamm 利用自然語言處理為公司提供 ESG 見解，賺取 3,700 萬美元

公司名單

  • Intel Corporation
  • 3M Company
  • Meta Platforms, Inc.
  • OpenText Corporation
  • Health Fidelity, Inc.
  • SoundHound AI Inc.
  • SparkCognition, Inc.
  • MathWorks
  • Elise AI Technologies Corp.
  • NetBase Quid
  • Bitext Innovations, SL
  • Automated Insights, Inc.
  • International Business Machines Corporation
  • Amazon Web Services, Inc.
  • Apple, Inc.
  • Rosoka Software, Inc.
  • Fractal Analytics Inc.
  • Google LLC by Alphabet Inc.
  • Smartling, Inc.
  • Inbenta Technologies Inc.
  • Verint Systems Inc.
  • Linguamatics Ltd.
  • SAS Institute Inc.
  • Alphasense Inc.
  • ACCERN CORPORATION.
  • Verbit, Inc.
  • Microsoft Corporation
  • Dolbey Systems, Inc.
  • Kensho Technologies, LLC
  • Conversica, Inc.
Product Code: MRR-4358917D63C2

The Natural Language Processing Market was valued at USD 21.84 billion in 2023, expected to reach USD 25.49 billion in 2024, and is projected to grow at a CAGR of 17.13%, to USD 66.08 billion by 2030.

Natural Language Processing (NLP) is a field of artificial intelligence that enables machines to understand and interpret human language. Its scope extends from basic text analysis and grammar checking to complex applications like sentiment analysis, chatbots, and real-time translation. The necessity of NLP lies in the growing volume of unstructured data, which demands efficient tools for converting it into actionable insights, thereby benefiting numerous sectors such as healthcare, finance, customer service, and more. Applications of NLP range from voice-activated assistants and automated customer support to managing large datasets for predicting market trends. Key influencing growth factors include advancements in machine learning algorithms, increasing computational power, and the rising need for linguistically versatile AI systems. Current market insights signal potential opportunities in sectors like healthcare, where NLP can be used for predictive analytics in patient care, and finance, where real-time sentiment analysis can inform investment strategies. Given the shift towards digital transformation, integrating NLP into business models can significantly enhance customer experiences and operational efficiencies. However, limitations and challenges also exist, such as data privacy concerns, high implementation costs, and the complexity of language nuances that can lead to inaccuracies. Additionally, the ethical use of NLP technologies is a growing concern that could impact trust and regulatory acceptance. To navigate these challenges, there is a vast area for innovation and research in developing more sophisticated algorithms that increase accuracy and reliability while ensuring data privacy. Areas like emotion detection, contextual understanding, and multilingual processing present significant opportunities for business growth. Moving forward, businesses should focus on building cross-functional teams that combine expertise in linguistics, computer science, and data analytics to fully leverage the potential of NLP. The market is dynamic, with continuous emerging advancements, indicating an upward trajectory with balanced consideration of technological, ethical, and user-centric factors.

KEY MARKET STATISTICS
Base Year [2023] USD 21.84 billion
Estimated Year [2024] USD 25.49 billion
Forecast Year [2030] USD 66.08 billion
CAGR (%) 17.13%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Natural Language Processing Market

The Natural Language Processing Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Increase Use of Smart Devices and Generated Massive Digital Data
    • Supportive Regulations and Adoption of Cloud-Based Solutions
    • Accelerating Demand from Financial Institutions Text Mining, Cross-Border Payments, and Foreign Exchange
  • Market Restraints
    • Unreliability of NLP Algorithms and Increased Complications due to Use of Code-Mixed Language
  • Market Opportunities
    • Growing Investment in Healthcare Industry to Implement NLP
    • Adoption of NLP-Based Applications to Improve Customer Service
    • Potential Application in IT & Telecom, Automotive, and Defense & Aerospace
  • Market Challenges
    • Security Concerns and Conversation with Very Minimal Data

Porter's Five Forces: A Strategic Tool for Navigating the Natural Language Processing Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Natural Language Processing Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Natural Language Processing Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Natural Language Processing Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Natural Language Processing Market

A detailed market share analysis in the Natural Language Processing Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Natural Language Processing Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Natural Language Processing Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Key Company Profiles

The report delves into recent significant developments in the Natural Language Processing Market, highlighting leading vendors and their innovative profiles. These include Intel Corporation, 3M Company, Meta Platforms, Inc., OpenText Corporation, Health Fidelity, Inc., SoundHound AI Inc., SparkCognition, Inc., MathWorks, Elise A.I. Technologies Corp., NetBase Quid, Bitext Innovations, S.L, Automated Insights, Inc., International Business Machines Corporation, Amazon Web Services, Inc., Apple, Inc., Rosoka Software, Inc., Fractal Analytics Inc., Google LLC by Alphabet Inc., Smartling, Inc., Inbenta Technologies Inc., Verint Systems Inc., Linguamatics Ltd., SAS Institute Inc., Alphasense Inc., ACCERN CORPORATION., Verbit, Inc., Microsoft Corporation, Dolbey Systems, Inc., Kensho Technologies, LLC, and Conversica, Inc..

Market Segmentation & Coverage

This research report categorizes the Natural Language Processing Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Type, market is studied across Hybrid, Rule-Based, and Statistical.
  • Based on Technology, market is studied across Autocoding, Classification & Categorization, Interactive Voice Response, Optical Character Recognition, Pattern & Image Recognition, Speech Analytics, and Text Analytics.
  • Based on Industry, market is studied across Automotive, BFSI, Government, Healthcare & Life Sciences, High-Tech & Electronics, Media & Entertainment, Research & Education, and Retail & Consumer Goods.
  • Based on Deployment, market is studied across On-Cloud and On-Premise.
  • Based on Application, market is studied across Information Extraction, Machine Translation, Question Answering, Report Generation, and Text Processing.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increase Use of Smart Devices and Generated Massive Digital Data
      • 5.1.1.2. Supportive Regulations and Adoption of Cloud-Based Solutions
      • 5.1.1.3. Accelerating Demand from Financial Institutions Text Mining, Cross-Border Payments, and Foreign Exchange
    • 5.1.2. Restraints
      • 5.1.2.1. Unreliability of NLP Algorithms and Increased Complications due to Use of Code-Mixed Language
    • 5.1.3. Opportunities
      • 5.1.3.1. Growing Investment in Healthcare Industry to Implement NLP
      • 5.1.3.2. Adoption of NLP-Based Applications to Improve Customer Service
      • 5.1.3.3. Potential Application in IT & Telecom, Automotive, and Defense & Aerospace
    • 5.1.4. Challenges
      • 5.1.4.1. Security Concerns and Conversation with Very Minimal Data
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Type: Hybrid NLP offers a balanced approach by leveraging the strengths of both rule-based and statistical methodologies.
    • 5.2.2. Industry: Natural Language Processing (NLP) has experienced remarkable growth across Automotive, Healthcare & Life Sciences, High-Tech & Electronics, Media & Entertainment, Research & Education, and Retail & Consumer Goods.
    • 5.2.3. Deployment: On-Cloud NLP deployment has lower upfront costs than the On-Premise deployment

5.2.4. Application:

  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental
  • 5.5. Client Customization

6. Natural Language Processing Market, by Type

  • 6.1. Introduction
  • 6.2. Hybrid
  • 6.3. Rule-Based
  • 6.4. Statistical

7. Natural Language Processing Market, by Technology

  • 7.1. Introduction
  • 7.2. Autocoding
  • 7.3. Classification & Categorization
  • 7.4. Interactive Voice Response
  • 7.5. Optical Character Recognition
  • 7.6. Pattern & Image Recognition
  • 7.7. Speech Analytics
  • 7.8. Text Analytics

8. Natural Language Processing Market, by Industry

  • 8.1. Introduction
  • 8.2. Automotive
  • 8.3. BFSI
  • 8.4. Government
  • 8.5. Healthcare & Life Sciences
  • 8.6. High-Tech & Electronics
  • 8.7. Media & Entertainment
  • 8.8. Research & Education
  • 8.9. Retail & Consumer Goods

9. Natural Language Processing Market, by Deployment

  • 9.1. Introduction
  • 9.2. On-Cloud
  • 9.3. On-Premise

10. Natural Language Processing Market, by Application

  • 10.1. Introduction
  • 10.2. Information Extraction
  • 10.3. Machine Translation
  • 10.4. Question Answering
  • 10.5. Report Generation
  • 10.6. Text Processing

11. Americas Natural Language Processing Market

  • 11.1. Introduction
  • 11.2. Argentina
  • 11.3. Brazil
  • 11.4. Canada
  • 11.5. Mexico
  • 11.6. United States

12. Asia-Pacific Natural Language Processing Market

  • 12.1. Introduction
  • 12.2. Australia
  • 12.3. China
  • 12.4. India
  • 12.5. Indonesia
  • 12.6. Japan
  • 12.7. Malaysia
  • 12.8. Philippines
  • 12.9. Singapore
  • 12.10. South Korea
  • 12.11. Taiwan
  • 12.12. Thailand
  • 12.13. Vietnam

13. Europe, Middle East & Africa Natural Language Processing Market

  • 13.1. Introduction
  • 13.2. Denmark
  • 13.3. Egypt
  • 13.4. Finland
  • 13.5. France
  • 13.6. Germany
  • 13.7. Israel
  • 13.8. Italy
  • 13.9. Netherlands
  • 13.10. Nigeria
  • 13.11. Norway
  • 13.12. Poland
  • 13.13. Qatar
  • 13.14. Russia
  • 13.15. Saudi Arabia
  • 13.16. South Africa
  • 13.17. Spain
  • 13.18. Sweden
  • 13.19. Switzerland
  • 13.20. Turkey
  • 13.21. United Arab Emirates
  • 13.22. United Kingdom

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2023
  • 14.2. FPNV Positioning Matrix, 2023
  • 14.3. Competitive Scenario Analysis
    • 14.3.1. NLP Startup NuMind Raises USD 3 in Seed Funding
    • 14.3.2. Kensho Technologies Launches a Natural Language Processing Solution that Conceptually Understands and Classifies Documents
    • 14.3.3. Sesamm bags USD 37 million to give corporates ESG insights using natural language processing

Companies Mentioned

  • 1. Intel Corporation
  • 2. 3M Company
  • 3. Meta Platforms, Inc.
  • 4. OpenText Corporation
  • 5. Health Fidelity, Inc.
  • 6. SoundHound AI Inc.
  • 7. SparkCognition, Inc.
  • 8. MathWorks
  • 9. Elise A.I. Technologies Corp.
  • 10. NetBase Quid
  • 11. Bitext Innovations, S.L
  • 12. Automated Insights, Inc.
  • 13. International Business Machines Corporation
  • 14. Amazon Web Services, Inc.
  • 15. Apple, Inc.
  • 16. Rosoka Software, Inc.
  • 17. Fractal Analytics Inc.
  • 18. Google LLC by Alphabet Inc.
  • 19. Smartling, Inc.
  • 20. Inbenta Technologies Inc.
  • 21. Verint Systems Inc.
  • 22. Linguamatics Ltd.
  • 23. SAS Institute Inc.
  • 24. Alphasense Inc.
  • 25. ACCERN CORPORATION.
  • 26. Verbit, Inc.
  • 27. Microsoft Corporation
  • 28. Dolbey Systems, Inc.
  • 29. Kensho Technologies, LLC
  • 30. Conversica, Inc.

LIST OF FIGURES

  • FIGURE 1. NATURAL LANGUAGE PROCESSING MARKET RESEARCH PROCESS
  • FIGURE 2. NATURAL LANGUAGE PROCESSING MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 15. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 19. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 23. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 24. NATURAL LANGUAGE PROCESSING MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 25. NATURAL LANGUAGE PROCESSING MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. NATURAL LANGUAGE PROCESSING MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. NATURAL LANGUAGE PROCESSING MARKET DYNAMICS
  • TABLE 7. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY HYBRID, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY RULE-BASED, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY STATISTICAL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY AUTOCODING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY CLASSIFICATION & CATEGORIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INTERACTIVE VOICE RESPONSE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY OPTICAL CHARACTER RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY PATTERN & IMAGE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SPEECH ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TEXT ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY HIGH-TECH & ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY RESEARCH & EDUCATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY RETAIL & CONSUMER GOODS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INFORMATION EXTRACTION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY MACHINE TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY QUESTION ANSWERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REPORT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TEXT PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 38. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 39. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 40. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 41. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 42. AMERICAS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 43. ARGENTINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 44. ARGENTINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 45. ARGENTINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 46. ARGENTINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 47. ARGENTINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 48. BRAZIL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 49. BRAZIL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 50. BRAZIL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 51. BRAZIL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 52. BRAZIL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 53. CANADA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 54. CANADA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 55. CANADA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 56. CANADA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 57. CANADA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 58. MEXICO NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 59. MEXICO NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 60. MEXICO NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 61. MEXICO NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 62. MEXICO NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 63. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 64. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 65. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 66. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 67. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 68. UNITED STATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 69. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 70. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 71. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 72. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 73. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 74. ASIA-PACIFIC NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 75. AUSTRALIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 76. AUSTRALIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 77. AUSTRALIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 78. AUSTRALIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 79. AUSTRALIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 80. CHINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 81. CHINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 82. CHINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 83. CHINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 84. CHINA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 85. INDIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 86. INDIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 87. INDIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 88. INDIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 89. INDIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 90. INDONESIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 91. INDONESIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 92. INDONESIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 93. INDONESIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 94. INDONESIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 95. JAPAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 96. JAPAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 97. JAPAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 98. JAPAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 99. JAPAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 100. MALAYSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 101. MALAYSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 102. MALAYSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 103. MALAYSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 104. MALAYSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 105. PHILIPPINES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 106. PHILIPPINES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 107. PHILIPPINES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 108. PHILIPPINES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 109. PHILIPPINES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 110. SINGAPORE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 111. SINGAPORE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 112. SINGAPORE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 113. SINGAPORE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 114. SINGAPORE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. SOUTH KOREA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 116. SOUTH KOREA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 117. SOUTH KOREA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 118. SOUTH KOREA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 119. SOUTH KOREA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 120. TAIWAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 121. TAIWAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 122. TAIWAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 123. TAIWAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 124. TAIWAN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 125. THAILAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 126. THAILAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 127. THAILAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 128. THAILAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 129. THAILAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 130. VIETNAM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 131. VIETNAM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 132. VIETNAM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 133. VIETNAM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 134. VIETNAM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 135. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 136. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 137. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 138. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 139. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 140. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 141. DENMARK NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 142. DENMARK NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 143. DENMARK NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 144. DENMARK NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 145. DENMARK NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 146. EGYPT NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 147. EGYPT NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 148. EGYPT NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 149. EGYPT NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 150. EGYPT NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 151. FINLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 152. FINLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 153. FINLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 154. FINLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 155. FINLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 156. FRANCE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 157. FRANCE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 158. FRANCE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 159. FRANCE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 160. FRANCE NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 161. GERMANY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 162. GERMANY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 163. GERMANY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 164. GERMANY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 165. GERMANY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 166. ISRAEL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 167. ISRAEL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 168. ISRAEL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 169. ISRAEL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 170. ISRAEL NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 171. ITALY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 172. ITALY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 173. ITALY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 174. ITALY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 175. ITALY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 176. NETHERLANDS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 177. NETHERLANDS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 178. NETHERLANDS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 179. NETHERLANDS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 180. NETHERLANDS NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 181. NIGERIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 182. NIGERIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 183. NIGERIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 184. NIGERIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 185. NIGERIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 186. NORWAY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 187. NORWAY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 188. NORWAY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 189. NORWAY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 190. NORWAY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 191. POLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 192. POLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 193. POLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 194. POLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 195. POLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 196. QATAR NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 197. QATAR NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 198. QATAR NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 199. QATAR NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 200. QATAR NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 201. RUSSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 202. RUSSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 203. RUSSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 204. RUSSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 205. RUSSIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 206. SAUDI ARABIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 207. SAUDI ARABIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 208. SAUDI ARABIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 209. SAUDI ARABIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 210. SAUDI ARABIA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 211. SOUTH AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 212. SOUTH AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 213. SOUTH AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 214. SOUTH AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 215. SOUTH AFRICA NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 216. SPAIN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 217. SPAIN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 218. SPAIN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 219. SPAIN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 220. SPAIN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 221. SWEDEN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 222. SWEDEN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 223. SWEDEN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 224. SWEDEN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 225. SWEDEN NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 226. SWITZERLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 227. SWITZERLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 228. SWITZERLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 229. SWITZERLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 230. SWITZERLAND NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 231. TURKEY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 232. TURKEY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 233. TURKEY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 234. TURKEY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 235. TURKEY NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 236. UNITED ARAB EMIRATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 237. UNITED ARAB EMIRATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 238. UNITED ARAB EMIRATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 239. UNITED ARAB EMIRATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 240. UNITED ARAB EMIRATES NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 241. UNITED KINGDOM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 242. UNITED KINGDOM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 243. UNITED KINGDOM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 244. UNITED KINGDOM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 245. UNITED KINGDOM NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 246. NATURAL LANGUAGE PROCESSING MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 247. NATURAL LANGUAGE PROCESSING MARKET, FPNV POSITIONING MATRIX, 2023