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自然言語理解の世界市場レポート 2024年

Natural Language Understanding Global Market Report 2024

出版日
ページ情報
英文 175 Pages
納期
2～10営業日
カスタマイズ可能
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=143.57円
自然言語理解の世界市場レポート 2024年
出版日: 2024年12月20日
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
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  • 概要
  • 目次
概要

自然言語理解（NLU）市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR31.9％で650億6,000万米ドルに成長します。予測期間中に予想される成長は、チャットボットの急速な採用、デジタルトランスフォーメーションへの取り組みの拡大、マルチモーダルNLUの需要増加、会話型AIの台頭に起因すると考えられます。この期間に予想される主要動向には、仮想現実（VR）と拡張現実（AR）の統合、センチメント分析の進歩、ニューラルネットワークアーキテクチャの進歩、モノのインターネット（IoT）の統合などがあります。

人工知能（AI）の採用が増加していることが、今後数年間の自然言語理解の成長を促進すると予想されます。AIとは、問題解決、データ駆動型学習、意思決定などのタスクを含め、機械が人間の知能を複製できるようにする幅広い技術とアルゴリズムを指します。AIの利用が拡大している背景には、コンピューティングパワーの向上、クラウド技術の進歩、アルゴリズムを学習するための大規模なデータセットへのアクセス、アルゴリズム開発の改善、AI研究開発への投資の増加などがあります。AIの自然言語理解は、システムが人間の言葉を解釈して応答することを可能にし、感情分析、チャットボット、自動顧客サービスなどのセグメントの能力を向上させる。例えば、2024年5月、ベルギーに本拠を置く管理機関であるEurostatは、AI技術を使用する大企業の割合が2021年の28.4％から2023年には30.4％に増加したと報告し、AI導入の著しい成長を反映しています。その結果、AIの採用拡大が自然言語理解市場の成長を後押ししています。

NLU市場の主要参入企業は、競争優位性を獲得するために、先進的大規模言語モデル機能を備えたデータプラットフォームの開発に注力しています。大規模言語モデルとは、人間のような言語を理解し生成するために、膨大なテキストデータで訓練された洗練されたAIシステムであり、翻訳、コンテンツ作成、その他のセグメントで応用可能です。例えば、2024年5月、International Business Machines Corporation（IBM）は、Salesforce Inc.と提携し、IBM Watsonx AIとデータプラットフォーム機能をSalesforce Einstein 1 Platformと統合しました。この提携は、AIとデータの展開において顧客の選択肢と柔軟性を高め、企業が少ないコードでAI搭載アプリを構築し、顧客関係管理（CRM）体験を強化できるようにすることを目的としています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界の自然言語理解市場：促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の自然言語理解市場の実績：規模と成長、2018～2023年
  • 世界の自然言語理解市場の予測：規模と成長、2023～2028年、2033年

第6章 市場セグメンテーション

  • 世界の自然言語理解市場：タイプ別、実績と予測、2018～2023年、2023～2028年、2033年
  • ルールベース
  • 統計
  • ハイブリッド
  • 世界の自然言語理解市場：オファリング別、実績と予測、2018～2023年、2023～2028年、2033年
  • ソリューション
  • サービス
  • 世界の自然言語理解市場：展開タイプ別、実績と予測、2018～2023年、2023～2028年、2033年
  • クラウドベース
  • オンプレミス
  • 世界の自然言語理解市場：用途別、実績と予測、2018～2023年、2023～2028年、2033年
  • チャットボットとバーチャルアシスタント
  • 顧客体験管理
  • テキスト分析
  • 感情分析
  • 対話型音声応答（IVR）とメッセージルーティング
  • データキャプチャ
  • 機械翻訳
  • その他
  • 世界の自然言語理解市場：産業別、実績と予測、2018～2023年、2023～2028年、2033年
  • 銀行、金融サービス、保険
  • 医療とライフサイエンス
  • 小売業とeコマース
  • 情報技術と情報技術対応サービス（ITとITeS）
  • 輸送と物流
  • 政府と公共部門
  • メディアとエンターテイメント
  • 製造業
  • 通信
  • その他

第7章 地域別・国別分析

  • 世界の自然言語理解市場：地域別、実績と予測、2018～2023年、2023～2028年、2033年
  • 世界の自然言語理解市場：国別、実績と予測、2018～2023年、2023～2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 自然言語理解市場：競合情勢
  • 自然言語理解市場：企業プロファイル
    • Amazon Web Services Inc.
    • Apple Inc.
    • Google LLC
    • Microsoft Corporation
    • Meta Platforms Inc.

第31章 その他の大手企業と革新的企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の展望と潜在的な分析

第36章 付録

目次
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