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市场调查报告书
商品编码
1711060

2025年自然语言理解全球市场报告

Natural Language Understanding Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 200 Pages | 商品交期: 2-10个工作天内

价格
简介目录

预计未来几年自然语言理解市场规模将呈指数级增长。到 2029 年，这一数字将成长至 856.4 亿美元，复合年增长率为 31.8%。预测期内的成长归因于聊天机器人的快速采用、不断增长的数位转型倡议、对多模态NLU 的需求以及对话式 AI 的成长。预测期内的关键趋势包括与虚拟实境 (VR) 和扩增实境(AR) 的融合、情绪分析的进步、神经网路架构的进步以及物联网融合。

预计未来几年人工智慧 (AI) 的普及将推动自然语言理解的成长。人工智慧是指使机器能够复製人类智慧的广泛技术和演算法，包括解决问题、数据驱动学习和决策等任务。人工智慧的使用日益增长，受到多种因素的推动，包括运算能力的提高、云端技术的进步、存取大型资料集来训练演算法、改进演算法开发以及对人工智慧研发的投资增加。人工智慧的自然语言理解使系统能够解释和回应人类语言，从而提高情绪分析、聊天机器人和自动客户服务等领域的能力。例如，2024年5月，比利时管理机构欧盟统计局报告称，大型企业使用人工智慧技术的比例将从2021年的28.4%增加到2023年的30.4%，反映出人工智慧采用率的显着增长。因此，人工智慧的日益普及正在推动自然语言理解市场的成长。

为了获得竞争优势，NLU 市场的关键参与者正专注于开发具有先进的大规模语言模型功能的资料平台。大规模语言模型是经过大量文字资料训练的复杂人工智慧系统，可以理解和产生类似人类的语言，并可应用于翻译、内容创作和其他领域。例如，2024 年 5 月，国际商业机器公司 (IBM) 与销售团队 Inc. 合作，将 IBM Watsonx AI 和资料平台功能与销售团队 Einstein1 平台整合。此次合作旨在为客户提供部署人工智慧和资料的更多选择和灵活性，使企业能够以低程式码建置人工智慧应用程式并增强客户关係管理 (CRM) 体验。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场 - 宏观经济情景，包括利率、感染疾病、地缘政治、新冠疫情、经济復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 世界自然语言理解PESTEL分析（政治、社会、科技、环境、法律因素、驱动因素与限制因素）
  • 最终用途产业分析
  • 全球自然语言理解市场：成长率分析
  • 全球自然语言理解市场表现：规模与成长，2019-2024
  • 全球自然语言理解市场预测：规模与成长，2024-2029 年，2034 年
  • 全球自然语言理解总目标市场（TAM）

第六章市场区隔

  • 全球自然语言理解市场：按类型、表现和预测，2019-2024 年、2024-2029 年、2034 年
  • 基于规则
  • 统计数据
  • 杂交种
  • 全球自然语言理解市场：依产品、表现与预测，2019-2024 年、2024-2029 年、2034 年
  • 解决方案
  • 服务
  • 全球自然语言理解市场：依部署类型、效能和预测，2019-2024 年、2024-2029 年、2034 年
  • 云端基础
  • 本地
  • 全球自然语言理解市场：按应用、效能和预测，2019-2024 年、2024-2029 年、2034 年
  • 聊天机器人和虚拟助手
  • 客户经验管理
  • 文字分析
  • 情绪分析
  • 互动式语音应答 (IVR) 和讯息路由
  • 资料撷取
  • 机器翻译
  • 其他用途
  • 全球自然语言理解市场：依产业、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 银行、金融服务和保险
  • 医疗保健和生命科学
  • 零售与电子商务
  • 资讯科技与资讯科技支援服务（IT 和 ITeS）
  • 运输和物流
  • 政府和公共部门
  • 媒体和娱乐
  • 製造业
  • 通讯
  • 其他行业
  • 全球自然语言理解市场，基于规则的细分，按类型、表现和预测，2019-2024 年、2024-2029 年、2034 年
  • 基于语法的解析
  • 基于语义的解析
  • 语法规则
  • 专家系统
  • 全球自然语言理解市场，按类型、绩效及预测的细分统计数据，2019-2024 年、2024-2029 年、2034 年
  • 机器学习
  • 机率模型
  • 深度学习演算法
  • 统计分析
  • 全球自然语言理解市场混合细分市场（按类型、绩效及预测），2019-2024 年、2024-2029 年、2034 年
  • 基于规则和机器学习的集成
  • 结合统计学和深度学习
  • 混合分析技术
  • 整合方法

第七章 区域和国家分析

  • 全球自然语言理解市场：依地区、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 全球自然语言理解市场：依国家、绩效及预测，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章竞争格局与公司概况

  • 自然语言理解市场：竞争格局
  • 自然语言理解市场：公司简介
    • Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Apple Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Meta Platforms Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型创新企业

  • International Business Machines Corporation
  • Oracle Corporation
  • Baidu Inc.
  • SAS Institute Inc.
  • OpenAI
  • DataBricks Inc
  • Teradata Corporation
  • Qualtrics
  • C3.ai Inc
  • H2O.ai
  • SoundHound Inc.
  • Iodine Software LLC
  • Inbenta
  • Crayon Data
  • Haptik Inc.

第 32 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第 35 章 高市场潜力国家、细分市场与策略

  • 2029 年自然语言理解市场：提供新机会的国家
  • 2029 年自然语言理解市场：细分领域带来新机会
  • 2029 自然语言理解市场：成长策略
    • 基于市场趋势的策略
    • 竞争对手的策略

第36章 附录

简介目录
Product Code: r32085

Natural Language Understanding (NLU) is a field of artificial intelligence (AI) that focuses on enabling computers to understand and interpret human language in a meaningful and useful manner. It involves creating algorithms and models that allow machines to grasp the subtleties of language, such as syntax, semantics, context, and intent.

The natural language understanding primarily encompasses rule-based, statistical, and hybrid approaches. Rule-based systems rely on predefined linguistic rules and patterns to interpret and analyze text. These systems differ from various solutions and services, and they can be deployed in cloud-based or on-premise environments. Their applications span chatbots and virtual assistants, customer experience management, text analysis, sentiment analysis, interactive voice response (IVR) and message routing, data capture, machine translation, and other areas. These applications serve multiple industries including banking, financial services and insurance, healthcare and life sciences, retail and e-commerce, IT and IT-enabled services (IT and ITes), transportation and logistics, government and public sector, media and entertainment, manufacturing, telecommunications, and more.

The natural language understanding market research report is one of a series of new reports from The Business Research Company that provides natural language understanding market statistics, including natural language understanding industry global market size, regional shares, competitors with an natural language understanding market share, detailed natural language understanding market segments, market trends, and opportunities, and any further data you may need to thrive in the natural language understanding industry. This natural language understanding market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The natural language understanding market size has grown exponentially in recent years. It will grow from $21.52 $ billion in 2024 to $28.42 $ billion in 2025 at a compound annual growth rate (CAGR) of 32.1%. The growth in the historic period can be attributed to demand for real-time insights, healthcare diagnostics, and monitoring, growth in semantic search, integration with business intelligence tools, and increasing data availability.

The natural language understanding market size is expected to see exponential growth in the next few years. It will grow to $85.64 $ billion in 2029 at a compound annual growth rate (CAGR) of 31.8%. The growth in the forecast period can be attributed to the rapid adoption of chatbots, expanding digital transformation initiatives, demand for multimodal NLU, and growth of conversational AI. Major trends in the forecast period include integration with virtual reality (VR) and augmented reality (AR), advancements in sentiment analysis, advancements in neural network architectures, and IoT integration.

The increasing adoption of artificial intelligence (AI) is expected to drive the growth of natural language understanding in the coming years. AI refers to a wide range of technologies and algorithms that enable machines to replicate human intelligence, including tasks such as problem-solving, data-driven learning, and decision-making. The growing use of AI is driven by factors such as advances in computing power, cloud technology, access to large datasets for training algorithms, improvements in algorithm development, and increased investment in AI research and development. Natural language understanding in AI allows systems to interpret and respond to human language, improving capabilities in areas like sentiment analysis, chatbots, and automated customer service. For example, in May 2024, Eurostat, a Belgium-based governing body, reported that the percentage of large enterprises using AI technologies increased to 30.4% in 2023, up from 28.4% in 2021, reflecting significant growth in AI adoption. As a result, the expanding adoption of AI is fueling the growth of the natural language understanding market.

Key players in the NLU market are concentrating on developing data platforms with advanced large language model capabilities to gain a competitive edge. Large language models are sophisticated AI systems trained on extensive text data to understand and generate human-like language, applicable in translation, content creation, and other areas. For instance, in May 2024, International Business Machines Corporation (IBM) partnered with Salesforce Inc. to integrate IBM Watsonx AI and data platform capabilities with the Salesforce Einstein 1 Platform. This partnership aims to provide greater customer choice and flexibility in AI and data deployment, enabling businesses to build AI-powered apps with low code and enhance customer relationship management (CRM) experiences.

In July 2022, SAP SE, a Germany-based software company, acquired Askdata, a US-based provider of natural language understanding, for an undisclosed amount. This acquisition enhances SAP's capabilities in supporting organizations to make more informed decisions through AI-driven natural language searches.

Major companies operating in the natural language understanding market are Amazon Web Services Inc., Apple Inc., Google LLC, Microsoft Corporation, Meta Platforms Inc., International Business Machines Corporation, Oracle Corporation, Baidu Inc., SAS Institute Inc., OpenAI, DataBricks Inc, Teradata Corporation, Qualtrics, C3.ai Inc, H2O.ai, SoundHound Inc., Iodine Software LLC, Inbenta, Crayon Data, Haptik Inc.

North America was the largest region in the natural language understanding market in 2023. The regions covered in the natural language understanding market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the natural language understanding market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The natural language understanding market consists of revenues earned by entities by providing services such as language translation services, speech-to-text and text-to-speech services, and voice analytics. The market value includes the value of related goods sold by the service provider or included within the service offering. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Natural Language Understanding Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on natural language understanding market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for natural language understanding ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The natural language understanding market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Type: Rule-Based; Statistical; Hybrid
  • 2) By Offering: Solutions; Services
  • 3) By Deployment Type: Cloud-Based; On-Premise
  • 4) By Application: Chatbots And Virtual Assistants; Customer Experience Management; Text Analysis; Sentiment Analysis; Interactive Voice Response (IVR) And Message Routing; Data Capture; Machine Translation; Other Applications
  • 5) By Vertical: Banking, Financial Services And Insurance; Healthcare And Life Science; Retail And E-commerce; Information Technology And Information Technology Enabled Services (IT And ITeS); Transportation And Logistics; Government And Public Sector; Media And Entertainment; Manufacturing; Telecommunication; Other Verticals
  • Subsegments:
  • 1) By Rule-Based: Syntax-based Parsing; Semantic-based Parsing; Grammar Rules; Expert Systems
  • 2) By Statistical: Machine Learning; Probabilistic Models; Deep Learning Algorithms; Statistical Parsing
  • 3) By Hybrid: Rule-Based and Machine Learning Integration; Statistical and Deep Learning Combination; Hybrid Parsing Techniques; Ensemble Methods
  • Companies Mentioned: Amazon Web Services Inc.; Apple Inc.; Google LLC; Microsoft Corporation; Meta Platforms Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Natural Language Understanding Market Characteristics

3. Natural Language Understanding Market Trends And Strategies

4. Natural Language Understanding Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Natural Language Understanding Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Natural Language Understanding PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Natural Language Understanding Market Growth Rate Analysis
  • 5.4. Global Natural Language Understanding Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Natural Language Understanding Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Natural Language Understanding Total Addressable Market (TAM)

6. Natural Language Understanding Market Segmentation

  • 6.1. Global Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Rule-Based
  • Statistical
  • Hybrid
  • 6.2. Global Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Solutions
  • Services
  • 6.3. Global Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud-Based
  • On-Premise
  • 6.4. Global Natural Language Understanding Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Chatbots And Virtual Assistants
  • Customer Experience Management
  • Text Analysis
  • Sentiment Analysis
  • Interactive Voice Response (IVR) And Message Routing
  • Data Capture
  • Machine Translation
  • Other Applications
  • 6.5. Global Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Banking, Financial Services And Insurance
  • Healthcare And Life Science
  • Retail And E-commerce
  • Information Technology And Information Technology Enabled Services (IT And ITeS)
  • Transportation And Logistics
  • Government And Public Sector
  • Media And Entertainment
  • Manufacturing
  • Telecommunication
  • Other Verticals
  • 6.6. Global Natural Language Understanding Market, Sub-Segmentation Of Rule-Based, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Syntax-based Parsing
  • Semantic-based Parsing
  • Grammar Rules
  • Expert Systems
  • 6.7. Global Natural Language Understanding Market, Sub-Segmentation Of Statistical, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Machine Learning
  • Probabilistic Models
  • Deep Learning Algorithms
  • Statistical Parsing
  • 6.8. Global Natural Language Understanding Market, Sub-Segmentation Of Hybrid, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Rule-Based and Machine Learning Integration
  • Statistical and Deep Learning Combination
  • Hybrid Parsing Techniques
  • Ensemble Methods

7. Natural Language Understanding Market Regional And Country Analysis

  • 7.1. Global Natural Language Understanding Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Natural Language Understanding Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Natural Language Understanding Market

  • 8.1. Asia-Pacific Natural Language Understanding Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Natural Language Understanding Market

  • 9.1. China Natural Language Understanding Market Overview
  • 9.2. China Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Natural Language Understanding Market

  • 10.1. India Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Natural Language Understanding Market

  • 11.1. Japan Natural Language Understanding Market Overview
  • 11.2. Japan Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Natural Language Understanding Market

  • 12.1. Australia Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Natural Language Understanding Market

  • 13.1. Indonesia Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Natural Language Understanding Market

  • 14.1. South Korea Natural Language Understanding Market Overview
  • 14.2. South Korea Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Natural Language Understanding Market

  • 15.1. Western Europe Natural Language Understanding Market Overview
  • 15.2. Western Europe Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Natural Language Understanding Market

  • 16.1. UK Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Natural Language Understanding Market

  • 17.1. Germany Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Natural Language Understanding Market

  • 18.1. France Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Natural Language Understanding Market

  • 19.1. Italy Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Natural Language Understanding Market

  • 20.1. Spain Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Natural Language Understanding Market

  • 21.1. Eastern Europe Natural Language Understanding Market Overview
  • 21.2. Eastern Europe Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Natural Language Understanding Market

  • 22.1. Russia Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Natural Language Understanding Market

  • 23.1. North America Natural Language Understanding Market Overview
  • 23.2. North America Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Natural Language Understanding Market

  • 24.1. USA Natural Language Understanding Market Overview
  • 24.2. USA Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Natural Language Understanding Market

  • 25.1. Canada Natural Language Understanding Market Overview
  • 25.2. Canada Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Natural Language Understanding Market

  • 26.1. South America Natural Language Understanding Market Overview
  • 26.2. South America Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Natural Language Understanding Market

  • 27.1. Brazil Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Natural Language Understanding Market

  • 28.1. Middle East Natural Language Understanding Market Overview
  • 28.2. Middle East Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Natural Language Understanding Market

  • 29.1. Africa Natural Language Understanding Market Overview
  • 29.2. Africa Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Natural Language Understanding Market Competitive Landscape And Company Profiles

  • 30.1. Natural Language Understanding Market Competitive Landscape
  • 30.2. Natural Language Understanding Market Company Profiles
    • 30.2.1. Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Apple Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Meta Platforms Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Natural Language Understanding Market Other Major And Innovative Companies

  • 31.1. International Business Machines Corporation
  • 31.2. Oracle Corporation
  • 31.3. Baidu Inc.
  • 31.4. SAS Institute Inc.
  • 31.5. OpenAI
  • 31.6. DataBricks Inc
  • 31.7. Teradata Corporation
  • 31.8. Qualtrics
  • 31.9. C3.ai Inc
  • 31.10. H2O.ai
  • 31.11. SoundHound Inc.
  • 31.12. Iodine Software LLC
  • 31.13. Inbenta
  • 31.14. Crayon Data
  • 31.15. Haptik Inc.

32. Global Natural Language Understanding Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Natural Language Understanding Market

34. Recent Developments In The Natural Language Understanding Market

35. Natural Language Understanding Market High Potential Countries, Segments and Strategies

  • 35.1 Natural Language Understanding Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Natural Language Understanding Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Natural Language Understanding Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer