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市场调查报告书
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1576460

自然语言处理市场规模、占有率、预测和趋势分析：提供内容、组织规模、应用、领域、地区 - 2031 年之前的全球预测

Natural Language Processing Market Size, Share, Forecast, & Trends Analysis Offering, Organization Size, Application, Sector, Geography - Global Forecast to 2031
出版日期: | 出版商: Meticulous Research | 英文 200 Pages | 商品交期: 5-7个工作天内

价格

自然语言处理市场：按提供内容（解决方案、服务）、按组织规模、按应用（情感分析、聊天机器人/虚拟助理等）、按领域（IT/通讯、BFSI、零售/电子商务） ）这份题为《按地区划分的自然语言处理(NLP) 市场- 到2031 年的预测》的研究报告对五个主要地区的自然语言处理(NLP) 市场进行了深入分析，包括当前的市场趋势、市场规模、市场占有率和近期情况 我们重点关注截至 2031 年的趋势和预测。

到 2031 年，自然语言处理市场预计将达到 1,649 亿美元，2024 年至 2031 年的复合年增长率为 29.2%。

该市场的成长是由智慧型装置的普及率不断提高、对基于 NLP 的客户支援应用程式的需求不断增加以及呼叫中心对 NLP 工具的需求不断增加等因素所推动的。然而，NLP技术的发展有其局限性，限制了市场的成长。

此外，基于云端的技术的快速采用以及 NLP 在医疗领域的广泛使用预计将为市场成长提供机会。此外，资料隐私和安全问题正在课题市场成长。

此外，虚拟助理/聊天机器人的采用以及对语音分析解决方案不断增长的需求是自然语言处理市场的显着趋势。

目录

第一章简介

第二章研究方法

第 3 章执行摘要

  • 市场概览
  • 市场分析：透过提供内容
  • 市场分析：依组织规模
  • 市场分析：依应用分类
  • 市场分析：依领域
  • 竞争对手分析

第 4 章市场洞察

  • 摘要
  • 影响市场成长的因素
    • 促进因素
      • 智慧型装置的普及
      • 客户支援中对基于 NLP 的应用程式的需求不断增加
      • 呼叫中心对 NLP 工具的需求不断增加
    • 阻碍因素
      • NLP技术发展的局限性
    • 机会
      • 云端技术的快速采用
      • 扩大自然语言处理在医疗领域的应用
    • 课题
      • 资料隐私与安全问题
  • 趋势
    • 越来越多采用虚拟助理和聊天机器人
    • 对语音分析解决方案的需求不断增加
  • 介绍范例
  • 供应商选择标准/影响购买决策的因素
  • 波特五力分析
  • 主要公司发展趋势及定价模式

第 5 章自然语言处理市场评估：透过提供内容

  • 摘要
  • 解决方案
    • 光学字元辨识 (OCR) 解决方案
    • 互动式语音应答 (IVR) 系统
    • 自动编码系统
    • 文件分析解决方案
    • 语音分析解决方案
    • 模拟/建模解决方案
    • 客户体验管理解决方案
    • 数位助理/聊天机器人
    • 其他 NLP 解决方案
  • 服务
    • 专业服务
    • 託管服务

第六章自然语言处理市场评估：依组织规模

  • 摘要
  • 大型公司
  • 中小企业

第七章自然语言处理市场评估：依应用程式

  • 摘要
  • 情感分析
  • 聊天机器人/虚拟助理
  • 机器翻译
  • 文字摘要
  • 市场情报
  • 语音识别
  • 其他用途

第八章自然语言处理市场评估：按领域

  • 摘要
  • IT/通信
  • BFSI
  • 零售/电子商务
  • 医疗/生命科学
  • 交通/物流
  • 政府/公营机构
  • 媒体娱乐
  • 製造业
  • 教育
  • 食品/饮料
  • 其他行业

第 9 章自然语言处理市场评估：按地区

  • 北美
    • 美国
    • 加拿大
  • 欧洲
    • 德国
    • 英国
    • 法国
    • 义大利
    • 西班牙
    • 瑞士
    • 荷兰
    • 欧洲其他地区
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 韩国
    • 新加坡
    • 马来西亚
    • 亚太地区其他地区
  • 拉丁美洲
    • 墨西哥
    • 巴西
    • 其他拉丁美洲地区
  • 中东/非洲
    • 阿拉伯联合大公国
    • 以色列
    • 其他中东/非洲

第10章自然语言处理市场评估：竞争分析

  • 摘要
  • 主要成长策略
  • 竞争对手仪表板
    • 行业领导者
    • 市场差异化因素
    • 前卫公司
    • 当今领先的公司
  • 供应商市场定位
  • 主要公司的市占率/排名

第十一章公司简介

  • Google LLC
  • Microsoft Corporation
  • Amazon Web Services, Inc.（a subsidiary of Amazon.com, Inc.）
  • Oracle Corporation
  • IBM Corporation
  • NVIDIA Corporation
  • QUALCOMM Incorporated
  • Baidu, Inc.
  • Verint Systems Inc.
  • SAP SE
  • INTEL CORPORATION
  • Adobe Inc.
  • Genpact Limited
  • SAS Institute Inc.
  • NetBase Solutions, Inc.

第12章附录

Product Code: MRICT - 104821

Natural Language Processing Market by Offering (Solutions, Services), Organization Size, Application (Sentiment Analysis, Chatbots & Virtual Assistant, Others), Sector (IT & Telecom, BFSI, Retail & E-commerce, Others), Geography-Forecasts to 2031.

The research report titled 'Natural Language Processing Market by Offering (Solutions, Services), Organization Size, Application (Sentiment Analysis, Chatbots & Virtual Assistant, Others), Sector (IT & Telecom, BFSI, Retail & E-commerce, Others), Geography-Forecasts to 2031', provides an in-depth analysis of the natural language processing market across five major geographies and emphasizes on the current market trends, market sizes, market shares, recent developments, and forecasts till 2031.

The natural language processing market is projected to reach $164.9 billion by 2031, at a CAGR of 29.2% from 2024 to 2031.

The growth of the market is driven by factors such as the rising adoption of smart devices, the growing demand for NLP-based applications for customer support, and the rising demand for NLP tools in call centers. However, the limitations in the development of NLP technology restrain the market's growth.

Moreover, the rapid adoption of cloud-based technologies and increasing applications of NLP in the healthcare sector are expected to offer market growth opportunities. Additionally, data privacy & security concerns pose challenges to the market's growth.

Additionally, the adoption of virtual assistants & chatbots and the growing demand for speech analytics solutions are prominent trends in the natural language processing market.

The natural language processing market is segmented based on offering (solutions (optical character recognition solutions, interactive voice response systems, autocoding systems, document analytics solutions, speech analytics solutions, simulation & modeling solutions, customer experience management solutions, digital assistants and chatbots and other solutions), services (professional services, managed services)), organization size (large enterprises, small & medium-sized enterprises), application (sentiment analysis, chatbots & virtual assistants, text classification, text extraction, machine translation, text summarization, market intelligence, speech recognition and other applications), sector (IT & telecommunications, BFSI, retail & e-commerce, healthcare & life sciences, transportation & logistics, government & public sector, media & entertainment, manufacturing, education, food & beverages and other sectors). The study also evaluates industry competitors and analyses the market at the regional and country levels.

Based on offering, the natural language processing market is broadly segmented into solutions and services. In 2024, the solutions segment is expected to account for the larger share of 74.0% of the global natural language processing market. The large market share of this segment is attributed to the rising adoption of NLP among enterprises to analyze data and discover insights, automate time-consuming processes, and help them gain a competitive advantage.

However, the solutions segment is projected to register the higher CAGR during the forecast period. The rising focus of market players on product development and enhancement is expected to drive the growth of this segment. For instance, in December 2022, Kaleyra, Inc. (U.S.) launched a new lineup of chatbots for WhatsApp Business that will allow businesses to create advanced conversational experiences on the platform. With a daily volume of over 100 billion messages, WhatsApp provides a convenient and efficient way for businesses to connect with their customers in real time.

Based on organization size, the natural language processing market is segmented into large enterprises and small & medium-sized enterprises. In 2024, the large enterprises segment is expected to account for the larger share of 62.0% of the global natural language processing market. The large market share of this segment is attributed to factors such as the increasing need to manage large volumes of customer-level data, the early adoption of advanced technologies across retail, manufacturing, healthcare, and automotive sectors, and the rising need for improved insights into customer responses.

However, the small & medium-sized enterprises segment is expected to register the higher CAGR during the forecast period. The growth of this segment is driven by the increasing need for contact center analytics solutions among small organizations and the growing adoption of cloud-based NLP solutions & services among these enterprises.

Based on application, the natural language processing market is broadly segmented into sentiment analysis, chatbots & virtual assistants, machine translation, text summarization, market intelligence, speech recognition, and other applications. In 2024, the speech recognition segment is expected to account for the largest share of 40.0% of the global natural language processing market. The segment's large market share can be attributed to the rising use of NLP for improving the accuracy, robustness, and features of speech recognition systems.

However, the chatbots & virtual assistants segment is expected to register the highest CAGR during the forecast period. The increasing need to capture valuable customer data & insights, provide brands with actionable feedback to optimize their products, services, and marketing strategies, and deliver personalized recommendations, content, and offers tailored to individual preferences and behavior are expected to drive growth in this segment.

Based on sector, the natural language processing market is broadly segmented into IT & telecommunications, BFSI, retail & e-commerce, healthcare & life sciences, transportation & logistics, government & public sector, media & entertainment, manufacturing, education, food & beverages, and other sectors. In 2024, the IT & telecommunications segment is expected to account for the largest share of 23.0% of the global natural language processing market. The segment's large market share can be attributed to the rising adoption of speech analytics and sentiment analysis solutions in IT & telecom call centers to analyze business conversations, the increasing need to gather actionable information, and the increasing demand for NLP-based network solutions in the telecommunications sector.

However, the healthcare & life sciences segment is expected to register the highest CAGR during the forecast period. The growth of this segment is driven by the rising applications of NLP in healthcare, including areas such as clinical trial matching and clinical documentation, the widespread adoption of AI chatbots and virtual scribes, and initiatives by governments and companies to deploy chatbot solutions for providing healthcare data.

Based on geography, the natural language processing market is segmented into North America, Asia-Pacific, Europe, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of 35.0% of the natural language processing market. North America's significant market share can be attributed to the growing adoption of digital assistants and chatbots in the BFSI, retail, and IT & telecommunications sectors, the rising demand for cloud-based NLP solutions & services, the presence of well-established NLP solution providers, and the growing demand for speech analytics solutions across businesses in the region.

However, the market in Asia-Pacific is projected to register the highest CAGR of 31.0% during the forecast period. The growth of this regional market is driven by government initiatives aimed at increasing the adoption of digital assistants, chatbots, sentiment analytics solutions, OCR solutions, and IVR systems, coupled with market players' efforts to launch NLP solutions such as chatbots and emotional intelligence solutions. Furthermore, the growing popularity of cloud-based NLP solutions and NLP-based applications across the region contributes to the growth of this market. For instance, in May 2021, Pluszero Inc. (Japan) launched "Nekonote," a data creation service to improve its accuracy in Japanese natural language processing. Additionally, in February 2021, ITOCHU Techno-Solutions Corporation (Japan) launched SmartBERT, an AI natural language processing engine, utilizing the deep learning technology of Intumit Inc. (Taiwan).

Key Players:

The key players operating in the natural language processing market are Google LLC (U.S.), Microsoft Corporation (U.S.), Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.) (U.S.), Oracle Corporation (U.S.), IBM Corporation (U.S.), NVIDIA Corporation (U.S.), QUALCOMM Incorporated (U.S.), Baidu, Inc. (China), Verint Systems Inc. (U.S.), SAP SE (Germany), Intel Corporation (U.S.), Adobe Inc. (U.S.), Genpact Limited (U.S.), SAS Institute Inc. (U.S.), and NetBase Solutions, Inc. (U.S.).

Key questions answered in the report-

  • Which are the high-growth market segments based on offering, organization size, application, and sector?
  • What was the historical market for natural language processing?
  • What are the market forecasts and estimates for the period 2024-2031?
  • What are the major drivers, restraints, and opportunities in the natural language processing market?
  • Who are the major players in the natural language processing market, and what are their market shares?
  • What is the competitive landscape like?
  • What are the recent developments in the natural language processing market?
  • What are the different strategies adopted by the major players in the natural language processing market?
  • What are the key geographic trends, and which are the high-growth countries?
  • Who are the emerging players in the global natural language processing market, and how do they compete with the other players?

Scope of the Report:

Natural Language Processing Market Assessment-by Offering

  • Solutions
    • Optical Character Recognition Solutions
    • Interactive Voice Response Systems
    • Autocoding Systems
    • Document Analytics Solutions
    • Speech Analytics Solutions
    • Simulation & Modeling Solutions
    • Customer Experience Management Solutions
    • Digital Assistants and Chatbots
    • Other NLP Solutions
  • Services
    • Professional Services
    • Managed Services

Natural Language Processing Market Assessment-by Organization Size

  • Large Enterprises
  • Small & Medium-sized Enterprises

Natural Language Processing Market Assessment-by Application

  • Sentiment Analysis
  • Chatbots & Virtual Assistants
  • Text Classification
  • Text Extraction
  • Machine Translation
  • Text Summarization
  • Market Intelligence
  • Speech Recognition
  • Other Applications

Natural Language Processing Market Assessment-by Sector

  • IT & Telecommunications
  • BFSI
  • Retail & E-commerce
  • Healthcare & Life Sciences
  • Transportation & Logistics
  • Government & Public Sector
  • Media & Entertainment
  • Manufacturing
  • Education
  • Food & Beverages
  • Other Sectors

Natural Language Processing Market Assessment-by Geography

  • North America
    • U.S.
    • Canada
  • Europe
    • U.K.
    • Germany
    • France
    • Italy
    • Spain
    • Switzerland
    • Netherlands
    • Rest of Europe
  • Asia-Pacific
    • China
    • India
    • Japan
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia-Pacific
  • Latin America
    • Mexico
    • Brazil
    • Rest of Latin America
  • Middle East & Africa
    • UAE
    • Israel
    • Rest of Middle East & Africa

TABLE OF CONTENTS

1. Introduction

  • 1.1. Market Definition
  • 1.2. Currency & Limitations
    • 1.2.1. Currency
    • 1.2.2. Limitations

2. Research Methodology

  • 2.1. Research Approach
  • 2.2. Process of Data Collection and Validation
    • 2.2.1. Secondary Research
    • 2.2.2. Primary Research/Interviews with Key Opinion Leaders of the Industry
  • 2.3. Market Sizing and Forecast
    • 2.3.1. Market Size Estimation Approach
    • 2.3.2. Growth Forecast Approach
  • 2.4. Assumption for the Study

3. Executive Summary

  • 3.1. Market Overview
  • 3.2. Market Analysis, by Offering
  • 3.3. Market Analysis, by Organization Size
  • 3.4. Market Analysis, by Application
  • 3.5. Market Analysis, by Sector
  • 3.6. Competitive Analysis

4. Market Insights

  • 4.1. Overview
  • 4.2. Factors Affecting Market Growth
    • 4.2.1. Drivers
      • 4.2.1.1. Rising Adoption of Smart Devices
      • 4.2.1.2. Growing Demand for NLP-Based Applications for Customer Support
      • 4.2.1.3. Rising Demand for NLP Tools in Call Centers
    • 4.2.2. Restraints
      • 4.2.2.1. Limitations in Developing NLP Technology
    • 4.2.3. Opportunities
      • 4.2.3.1. Rapid Adoption of Cloud-based Technologies
      • 4.2.3.2. Increasing Applications of NLP in the Healthcare Sector
    • 4.2.4. Challenges
      • 4.2.4.1. Data Privacy & Security Concerns
  • 4.3. Trends
    • 4.3.1. Rising Adoption of Virtual Assistants & Chatbots
    • 4.3.2. Growing Demand for Speech Analytics Solutions
  • 4.4. Case Studies
  • 4.5. Vendor Selection Criteria / Factors Affecting Buying Decision
  • 4.6. Porter's Five Forces Analysis
  • 4.7. Deployment and Pricing Models of Key Market Players

5. Natural Language Processing Market Assessment-by Offering

  • 5.1. Overview
  • 5.2. Solutions
    • 5.2.1. Optical Character Recognition Solutions
    • 5.2.2. Interactive Voice Response Systems
    • 5.2.3. Autocoding Systems
    • 5.2.4. Document Analytics Solutions
    • 5.2.5. Speech Analytics Solutions
    • 5.2.6. Simulation & Modeling Solutions
    • 5.2.7. Customer Experience Management Solutions
    • 5.2.8. Digital Assistants and Chatbots
    • 5.2.9. Other NLP Solutions
  • 5.3. Services
    • 5.3.1. Professional Services
    • 5.3.2. Managed Services

6. Natural Language Processing Market Assessment-by Organization Size

  • 6.1. Overview
  • 6.2. Large Enterprises
  • 6.3. Small & Medium-sized Enterprises

7. Natural Language Processing Market Assessment-by Application

  • 7.1. Overview
  • 7.2. Sentiment Analysis
  • 7.3. Chatbots & Virtual Assistants
  • 7.4. Machine Translation
  • 7.5. Text Summarization
  • 7.6. Market Intelligence
  • 7.7. Speech Recognition
  • 7.8. Other Applications

8. Natural Language Processing Market Assessment-by Sector

  • 8.1. Overview
  • 8.2. IT & Telecommunications
  • 8.3. BFSI
  • 8.4. Retail & E-commerce
  • 8.5. Healthcare & Life Sciences
  • 8.6. Transportation & Logistics
  • 8.7. Government & Public Sector
  • 8.8. Media & Entertainment
  • 8.9. Manufacturing
  • 8.10. Education
  • 8.11. Food & Beverages
  • 8.12. Other Sectors

9. Natural Language Processing Market Assessment-by Geography

  • 9.1. North America
    • 9.1.1. U.S.
    • 9.1.2. Canada
  • 9.2. Europe
    • 9.2.1. Germany
    • 9.2.2. U.K.
    • 9.2.3. France
    • 9.2.4. Italy
    • 9.2.5. Spain
    • 9.2.6. Switzerland
    • 9.2.7. Netherlands
    • 9.2.8. Rest of Europe
  • 9.3. Asia-Pacific
    • 9.3.1. Japan
    • 9.3.2. China
    • 9.3.3. India
    • 9.3.4. South Korea
    • 9.3.5. Singapore
    • 9.3.6. Malaysia
    • 9.3.7. Rest of Asia-Pacific
  • 9.4. Latin America
    • 9.4.1. Mexico
    • 9.4.2. Brazil
    • 9.4.3. Rest of Latin America
  • 9.5. Middle East & Africa
    • 9.5.1. UAE
    • 9.5.2. Israel
    • 9.5.3. Rest of Middle East & Africa

10. Natural Language Processing Market Assessment-Competitive Analysis

  • 10.1. Overview
  • 10.2. Key Growth Strategies
  • 10.3. Competitive Dashboard
    • 10.3.1. Industry Leaders
    • 10.3.2. Market differentiators
    • 10.3.3. Vanguards
    • 10.3.4. Contemporary Stalwarts
  • 10.4. Vendor Market Positioning
  • 10.5. Market Share/Ranking by the Key Players

11. Company Profiles

  • 11.1. Google LLC
  • 11.2. Microsoft Corporation
  • 11.3. Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.)
  • 11.4. Oracle Corporation
  • 11.5. IBM Corporation
  • 11.6. NVIDIA Corporation
  • 11.7. QUALCOMM Incorporated
  • 11.8. Baidu, Inc.
  • 11.9. Verint Systems Inc.
  • 11.10. SAP SE
  • 11.11. INTEL CORPORATION
  • 11.12. Adobe Inc.
  • 11.13. Genpact Limited
  • 11.14. SAS Institute Inc.
  • 11.15. NetBase Solutions, Inc.

12. Appendix

  • 12.1. Available Customizations
  • 12.2. Related Reports

LIST OF TABLES

  • Table 1 Currency Conversion Rates (2022-2024)
  • Table 2 Global Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 3 Global Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 4 Global Optical Character Recognition Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 5 Global Interactive Voice Response Systems Market, by Country/Region, 2022-2031 (USD Million)
  • Table 6 Global Autocoding Systems Market, by Country/Region, 2022-2031 (USD Million)
  • Table 7 Global Document Analytics Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 8 Global Speech Analytics Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 9 Global Simulation & Modeling Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 10 Global Customer Experience Management Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 11 Global Digital Assistants and Chatbots Market, by Country/Region, 2022-2031 (USD Million)
  • Table 12 Global Other NLP Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 13 Global Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 14 Global Natural Language Processing Market for Professional Services, by Country/Region, 2022-2031 (USD Million)
  • Table 15 Global Natural Language Processing Market for Managed Services, by Country/Region, 2022-2031 (USD Million)
  • Table 16 Global Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 17 Global Natural Language Processing Market for Large Enterprises, by Country/Region, 2022-2031 (USD Million)
  • Table 18 Global Natural Language Processing Market for Small & Medium-sized Enterprises, by Country/Region, 2022-2031 (USD Million)
  • Table 19 Global Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 20 Global Natural Language Processing Market for Sentiment Analysis, by Country/Region, 2022-2031 (USD Million)
  • Table 21 Global Natural Language Processing Market for Chatbots & Virtual Assistants, by Country/Region, 2022-2031 (USD Million)
  • Table 22 Global Natural Language Processing Market for Machine Translation, by Country/Region, 2022-2031 (USD Million)
  • Table 23 Global Natural Language Processing Market for Text Summarization, by Country/Region, 2022-2031 (USD Million)
  • Table 24 Global Natural Language Processing Market for Market Intelligence, by Country/Region, 2022-2031 (USD Million)
  • Table 25 Global Natural Language Processing Market for Speech Recognition, by Country/Region, 2022-2031 (USD Million)
  • Table 26 Global Natural Language Processing Market for Other Applications, by Country/Region, 2022-2031 (USD Million)
  • Table 27 Global Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 28 Global Natural Language Processing Market for IT & Telecommunications, by Country/Region, 2022-2031 (USD Million)
  • Table 29 Global Natural Language Processing Market for BFSI, by Country/Region, 2022-2031 (USD Million)
  • Table 30 Global Natural Language Processing Market for Retail & E-commerce, by Country/Region, 2022-2031 (USD Million)
  • Table 31 Global Natural Language Processing Market for Healthcare & Life Sciences, by Country/Region, 2022-2031 (USD Million)
  • Table 32 Global Natural Language Processing Market for Transportation & Logistics, by Country/Region, 2022-2031 (USD Million)
  • Table 33 Global Natural Language Processing Market for Government & Public Sector, by Country/Region, 2022-2031 (USD Million)
  • Table 34 Global Natural Language Processing Market for Media & Entertainment, by Country/Region, 2022-2031 (USD Million)
  • Table 35 Global Natural Language Processing Market for Manufacturing, by Country/Region, 2022-2031 (USD Million)
  • Table 36 Global Natural Language Processing Market for Education, by Country/Region, 2022-2031 (USD Million)
  • Table 37 Global Natural Language Processing Market for Food & Beverages, by Country/Region, 2022-2031 (USD Million)
  • Table 38 Global Natural Language Processing Market for Other Sectors, by Country/Region, 2022-2031 (USD Million)
  • Table 39 North America: Natural Language Processing Market, by Country, 2022-2031 (USD Million)
  • Table 40 North America: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 41 North America: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 42 North America: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 43 North America: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 44 North America: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 45 North America: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 46 U.S.: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 47 U.S.: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 48 U.S.: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 49 U.S.: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 50 U.S.: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 51 U.S.: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 52 Canada: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 53 Canada: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 54 Canada: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 55 Canada: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 56 Canada: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 57 Canada: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 58 Europe: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
  • Table 59 Europe: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 60 Europe: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 61 Europe: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 62 Europe: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 63 Europe: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 64 Europe: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 65 Germany: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 66 Germany: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 67 Germany: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 68 Germany: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 69 Germany: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 70 Germany: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 71 U.K.: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 72 U.K.: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 73 U.K.: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 74 U.K.: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 75 U.K.: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 76 U.K.: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 77 France: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 78 France: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 79 France: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 80 France: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 81 France: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 82 France: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 83 Italy: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 84 Italy: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 85 Italy: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 86 Italy: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 87 Italy: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 88 Italy: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 89 Spain: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 90 Spain: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 91 Spain: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 92 Spain: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 93 Spain: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 94 Spain: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 95 Switzerland: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 96 Switzerland: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 97 Switzerland: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 98 Switzerland: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 99 Switzerland: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 100 Switzerland: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 101 Netherlands: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 102 Netherlands: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 103 Netherlands: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 104 Netherlands: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 105 Netherlands: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 106 Netherlands: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 107 Rest of Europe: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 108 Rest of Europe: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 109 Rest of Europe: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 110 Rest of Europe: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 111 Rest of Europe: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 112 Rest of Europe: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 113 Asia-Pacific: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
  • Table 114 Asia-Pacific: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 115 Asia-Pacific: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 116 Asia-Pacific: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 117 Asia-Pacific: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 118 Asia-Pacific: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 119 Asia-Pacific: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 120 China: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 121 China: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 122 China: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 123 China: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 124 China: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 125 China: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 126 Japan: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 127 Japan: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 128 Japan: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 129 Japan: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 130 Japan: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 131 Japan: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 132 India: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 133 India: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 134 India: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 135 India: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 136 India: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 137 India: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 138 South Korea: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 139 South Korea: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 140 South Korea: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 141 South Korea: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 142 South Korea: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 143 South Korea: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 144 Singapore: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 145 Singapore: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 146 Singapore: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 147 Singapore: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 148 Singapore: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 149 Singapore: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 150 Malaysia: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 151 Malaysia: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 152 Malaysia: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 153 Malaysia: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 154 Malaysia: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 155 Malaysia: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 156 Rest of Asia-Pacific: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 157 Rest of Asia-Pacific: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 158 Rest of Asia-Pacific: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 159 Rest of Asia-Pacific: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 160 Rest of Asia-Pacific: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 161 Rest of Asia-Pacific: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 162 Latin America: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
  • Table 163 Latin America: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 164 Latin America: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 165 Latin America: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 166 Latin America: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 167 Latin America: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 168 Latin America: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 169 Brazil: Natural Language Processing Market, by Offering, 2022-2031 (USD Million
  • Table 170 Brazil: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 171 Brazil: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 172 Brazil: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 173 Brazil: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 174 Brazil: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 175 Mexico: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 176 Mexico: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 177 Mexico: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 178 Mexico: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 179 Mexico: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 180 Mexico: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 181 Rest of Latin America: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 182 Rest of Latin America: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 183 Rest of Latin America: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 184 Rest of Latin America: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 185 Rest of Latin America: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 186 Rest of Latin America: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 187 Middle East & Africa: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
  • Table 188 Middle East & Africa: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 189 Middle East & Africa: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 190 Middle East & Africa: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 191 Middle East & Africa: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 192 Middle East & Africa: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 193 Middle East & Africa: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 194 UAE: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 195 UAE: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 196 UAE: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 197 UAE: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 198 UAE: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 199 UAE: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 200 Israel: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 201 Israel: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 202 Israel: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 203 Israel: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 204 Israel: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 205 Israel: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 206 Rest of Middle East & Africa: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
  • Table 207 Rest of Middle East & Africa: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
  • Table 208 Rest of Middle East & Africa: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
  • Table 209 Rest of Middle East & Africa: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
  • Table 210 Rest of Middle East & Africa: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
  • Table 211 Rest of Middle East & Africa: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
  • Table 212 Recent Developments by the Major Market Players (2022-2024)

LIST OF FIGURES

  • Figure 1 Research Process
  • Figure 2 Secondary Sources Referenced for this Study
  • Figure 3 Primary Research Techniques
  • Figure 4 Key Executives Interviewed
  • Figure 5 Breakdown of Primary Interviews (Supply Side & Demand Side)
  • Figure 6 Market Sizing and Growth Forecast Approach
  • Figure 7 Key Insights
  • Figure 8 Global Natural Language Processing Market, by Offering, 2024 Vs. 2031 (USD Million)
  • Figure 9 Global Natural Language Processing Market, by Organization Size, 2024 Vs. 2031 (USD Million)
  • Figure 10 Global Natural Language Processing Market, by Application, 2024 Vs. 2031 (USD Million)
  • Figure 11 Global Natural Language Processing Market, by Sector, 2024 Vs. 2031 (USD Million)
  • Figure 12 Geographic Snapshot: Natural Language Processing Market
  • Figure 13 Impact Analysis of Market Drivers, Restraints, Opportunities, and Challenges
  • Figure 14 Global Natural Language Processing Market, by Offering, 2024 Vs. 2031 (USD Million)
  • Figure 15 Global Natural Language Processing Market, by Organization Size, 2024 Vs. 2031 (USD Million)
  • Figure 16 Global Natural Language Processing Market, by Application, 2024 Vs. 2031 (USD Million)
  • Figure 17 Global Natural Language Processing Market, by Sector, 2024 Vs. 2031 (USD Million)
  • Figure 18 Geographic Snapshot: North America Natural Language Processing Market
  • Figure 19 Geographic Snapshot: Europe Natural Language Processing Market
  • Figure 20 Geographic Snapshot: Asia-Pacific Natural Language Processing Market
  • Figure 21 Geographic Snapshot: Latin America Natural Language Processing Market
  • Figure 22 Geographic Snapshot: Middle East & Africa Natural Language Processing Market
  • Figure 23 Growth Strategies Adopted by Leading Market Players (2022-2024)
  • Figure 24 Competitive Dashboard: Natural Language Processing Market
  • Figure 25 Vendor Market Positioning Analysis (2022-2024)
  • Figure 26 Google LLC: Financial Overview
  • Figure 27 Microsoft Corporation: Financial Overview
  • Figure 28 Amazon.Com, Inc.: Financial Overview
  • Figure 29 Oracle Corporation: Financial Overview
  • Figure 30 IBM Corporation.: Financial Overview
  • Figure 31 Verint Systems Inc.: Financial Overview
  • Figure 32 NVIDIA Corporation: Financial Overview
  • Figure 33 QUALCOMM Incorporated: Financial Overview
  • Figure 34 Baidu, Inc.: Financial Overview
  • Figure 35 SAP SE: Financial Overview
  • Figure 36 Intel Corporation: Financial Overview
  • Figure 37 Adobe Inc.: Financial Overview
  • Figure 38 Genpact Limited: Financial Overview