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市場調查報告書

商品編碼

1619777

2024 年自然語言理解全球市場報告

Natural Language Understanding Global Market Report 2024

出版日期: 2024年12月20日 | 出版商:

The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄

自然語言理解（NLU）市場規模預計在未來幾年將呈指數級成長。 2028年，將以31.9%的複合年成長率成長至650.6億美元。預測期內的預期成長可歸因於聊天機器人的快速採用、數位轉型工作的不斷成長、對多模態NLU 的需求不斷增加以及對話式人工智慧的興起。這段時期的主要趨勢包括虛擬實境 (VR) 和擴增實境(AR) 的整合、情緒分析的進步、神經網路架構的進步以及物聯網 (IoT) 的整合。

人工智慧 (AI) 的日益普及預計將在未來幾年推動自然語言理解的成長。人工智慧是指使機器能夠複製人類智慧的一系列技術和演算法，包括解決問題、資料驅動學習和決策等任務。人工智慧的使用不斷成長，是由運算能力的提高、雲端技術的進步、存取大型資料集來訓練演算法、改進演算法開發以及人工智慧研發投資的增加等推動的。人工智慧的自然語言理解能力使系統能夠解釋和回應人類語言，從而提高情感分析、聊天機器人和自動化客戶服務等領域的能力。例如，2024年5月，總部位於比利時的管理機構歐盟統計局報告稱，使用人工智慧技術的大公司比例從2021年的28.4%增加到2023年的30.4%，這表明人工智慧的實施反映了人工智慧技術的顯著成長。因此，人工智慧的日益普及正在推動自然語言理解市場的成長。

NLU 市場的主要參與企業正在專注於開發具有先進的大規模語言建模功能的資料平台，以獲得競爭優勢。大規模語言模型是複雜的人工智慧系統，經過大量文字資料的訓練，可以理解和產生類人語言，可應用於翻譯、內容創建和其他領域。例如，2024 年 5 月，國際商業機器公司 (IBM) 與 Salesforce Inc. 合作，將 IBM Watsonx AI 和資料平台功能與 Salesforce Einstein 1 平台整合。此次合作旨在增加客戶在部署人工智慧和資料的選擇和靈活性，使企業能夠用更少的程式碼建立人工智慧驅動的應用程式，並增強客戶關係管理（CRM）體驗。

全球自然語言理解市場：按類型、實際和預測分類，2018-2023、2023-2028、2033
規則庫
統計數據
混合
全球自然語言理解市場：依產品分類的表現與預測，2018-2023、2023-2028、2033
解決方案
服務
全球自然語言理解市場：按部署類型分類的實際情況和預測，2018-2023、2023-2028、2033
雲端基礎
本地
全球自然語言理解市場：依應用、效能和預測分類，2018-2023、2023-2028、2033
聊天機器人和虛擬助理
客戶體驗管理
文字分析
情緒分析
互動式語音應答 (IVR) 和訊息路由
資料擷取
機器翻譯
其他
全球自然語言理解市場：依產業、表現與預測，2018-2023、2023-2028、2033
銀行、金融服務和保險
醫學與生命科學
零售與電子商務
資訊科技與資訊科技支援的服務（IT 和 ITeS）
運輸和物流
政府和公共部門
媒體和娛樂
製造業
通訊
其他

第 7 章區域/國家分析

全球自然語言理解市場：按地區、表現和預測，2018-2023、2023-2028、2033
全球自然語言理解市場：依國家、表現與預測，2018-2023、2023-2028、2033

第8章亞太市場

第9章中國市場

第10章印度市場

第11章日本市場

第12章澳洲市場

第13章印尼市場

第14章韓國市場

第15章西歐市場

第16章英國市場

第17章德國市場

第18章法國市場

第19章義大利市場

第20章西班牙市場

第21章東歐市場

第22章俄羅斯市場

第23章北美市場

第24章美國市場

第25章加拿大市場

第26章南美洲市場

第27章巴西市場

第28章中東市場

第29章非洲市場

第30章競爭格局及公司概況

自然語言理解市場：競爭格局
自然語言理解市場：公司簡介
- Amazon Web Services Inc.
- Apple Inc.
- Google LLC
- Microsoft Corporation
- Meta Platforms Inc.

第31章其他大型創新企業

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章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章重大併購

第35章未來展望與潛力分析

第36章附錄

簡介目錄

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.

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