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市场调查报告书
商品编码
1619777

2024 年自然语言理解全球市场报告

Natural Language Understanding Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

自然语言理解（NLU）市场规模预计在未来几年将呈指数级增长。 2028年，将以31.9%的复合年增长率成长至650.6亿美元。预测期内的预期成长可归因于聊天机器人的快速采用、数位转型工作的不断增长、对多模态NLU 的需求不断增加以及对话式人工智慧的兴起。这段时期的主要趋势包括虚拟实境 (VR) 和扩增实境(AR) 的整合、情绪分析的进步、神经网路架构的进步以及物联网 (IoT) 的整合。

人工智慧 (AI) 的日益普及预计将在未来几年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一系列技术和演算法，包括解决问题、资料驱动学习和决策等任务。人工智慧的使用不断增长，是由运算能力的提高、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人工智慧研发投资的增加等推动的。人工智慧的自然语言理解能力使系统能够解释和回应人类语言，从而提高情感分析、聊天机器人和自动化客户服务等领域的能力。例如，2024年5月，总部位于比利时的管理机构欧盟统计局报告称，使用人工智慧技术的大公司比例从2021年的28.4%增加到2023年的30.4%，这表明人工智慧的实施反映了人工智能技术的显着成长。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。

NLU 市场的主要参与企业正在专注于开发具有先进的大规模语言建模功能的资料平台，以获得竞争优势。大规模语言模型是复杂的人工智慧系统，经过大量文字资料的训练，可以理解和产生类人语言，可应用于翻译、内容创建和其他领域。例如，2024 年 5 月，国际商业机器公司 (IBM) 与 Salesforce Inc. 合作，将 IBM Watsonx AI 和资料平台功能与 Salesforce Einstein 1 平台整合。此次合作旨在增加客户在部署人工智慧和资料的选择和灵活性，使企业能够用更少的程式码建立人工智慧驱动的应用程序，并增强客户关係管理（CRM）体验。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球自然语言理解市场：驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球自然语言理解市场表现：规模与成长，2018-2023 年
  • 全球自然语言理解市场预测：规模与成长，2023-2028、2033

第六章 市场细分

  • 全球自然语言理解市场：按类型、实际和预测划分，2018-2023、2023-2028、2033
  • 规则库
  • 统计数据
  • 杂交种
  • 全球自然语言理解市场：依产品分類的表现与预测，2018-2023、2023-2028、2033
  • 解决方案
  • 服务
  • 全球自然语言理解市场：按部署类型分類的实际情况和预测，2018-2023、2023-2028、2033
  • 云端基础
  • 本地
  • 全球自然语言理解市场：依应用、效能和预测划分，2018-2023、2023-2028、2033
  • 聊天机器人和虚拟助理
  • 客户体验管理
  • 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
  • 其他的
  • 全球自然语言理解市场：依产业、表现与预测，2018-2023、2023-2028、2033
  • 银行、金融服务和保险
  • 医学与生命科​​学
  • 零售与电子商务
  • 资讯科技与资讯科技支援的服务（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
  • 其他的

第 7 章 区域/国家分析

  • 全球自然语言理解市场：按地区、表现和预测，2018-2023、2023-2028、2033
  • 全球自然语言理解市场：依国家、表现与预测，2018-2023、2023-2028、2033

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14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

第三十章 竞争格局及公司概况

  • 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.
    • Apple Inc.
    • Google LLC
    • Microsoft Corporation
    • Meta Platforms Inc.

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章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章 未来展望与潜力分析

第36章附录

简介目录
Product Code: r20764

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 $16.34 billion in 2023 to $21.52 billion in 2024 at a compound annual growth rate (CAGR) of 31.8%. The growth observed during the historic period can be attributed to several factors such as the demand for real-time insights, advancements in healthcare diagnostics and monitoring, the rise in semantic search, integration with business intelligence tools, and the increasing availability of data.

The natural language understanding market size is expected to see exponential growth in the next few years. It will grow to $65.06 billion in 2028 at a compound annual growth rate (CAGR) of 31.9%. The anticipated growth during the forecast period can be attributed to the rapid adoption of chatbots, expanding digital transformation efforts, increasing demand for multimodal NLU, and the rise of conversational AI. Key trends expected in this period include the integration of virtual reality (VR) and augmented reality (AR), advancements in sentiment analysis, progress in neural network architectures, and the integration of the Internet of Things (IoT).

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 2024 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.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

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 impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • 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
  • 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

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Natural Language Understanding Market Size and Growth

  • 5.1. Global Natural Language Understanding Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Natural Language Understanding Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Natural Language Understanding Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Natural Language Understanding Market Segmentation

  • 6.1. Global Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Rule-Based
  • Statistical
  • Hybrid
  • 6.2. Global Natural Language Understanding Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solutions
  • Services
  • 6.3. Global Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud-Based
  • On-Premise
  • 6.4. Global Natural Language Understanding Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ 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

7. Natural Language Understanding Market Regional And Country Analysis

  • 7.1. Global Natural Language Understanding Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Natural Language Understanding Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Natural Language Understanding Market

  • 8.1. Asia-Pacific Natural Language Understanding Market Overview
  • Region Information, Impact Of COVID-19, 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Natural Language Understanding Market

  • 10.1. India Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Natural Language Understanding Market

  • 12.1. Australia Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Natural Language Understanding Market

  • 13.1. Indonesia Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Natural Language Understanding Market

  • 16.1. UK Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Natural Language Understanding Market

  • 17.1. Germany Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Natural Language Understanding Market

  • 18.1. France Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Natural Language Understanding Market

  • 19.1. Italy Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Natural Language Understanding Market

  • 20.1. Spain Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Natural Language Understanding Market

  • 22.1. Russia Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Natural Language Understanding Market

  • 27.1. Brazil Natural Language Understanding Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Natural Language Understanding Market, Segmentation By Deployment Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Natural Language Understanding Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Apple Inc.
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Google LLC
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Microsoft Corporation
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Meta Platforms Inc.
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

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

33. Global Natural Language Understanding Market Competitive Dashboard

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

35. Natural Language Understanding Market Future Outlook and Potential Analysis

  • 35.1 Natural Language Understanding Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Natural Language Understanding Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Natural Language Understanding Market In 2028 - 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