自然言語理解の世界市場レポート 2025

自然言語理解市場規模は、今後数年で飛躍的な成長が見込まれます。2029年にはCAGR31.8％で856億4,000万米ドルに成長します。予測期間の成長は、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イニシアチブの拡大、マルチモーダルNLUの需要、会話型AIの成長に起因しています。予測期間における主な動向には、仮想現実（VR）や拡張現実（AR）との統合、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、IoT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分野の能力を向上させる。例えば、2024年5月、ベルギーを拠点とする管理機関であるユーロスタットは、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、AI導入の大幅な伸びを反映していると報告しました。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市場の主なプレーヤーは、競争優位性を獲得するために、高度な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、その他の分野で応用可能です。例えば、2024年5月、インターナショナル・ビジネス・マシーンズ・コーポレーション（IBM）は、セールスフォース・インクと提携し、IBM Watsonx AIおよびデータプラットフォーム機能をセールスフォース・アインシュタイン1プラットフォームと統合しました。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 市場- 金利、インフレ、地政学、新型コロナウイルス感染症、そして景気回復が市場に与える影響を含むマクロ経済シナリオ

第5章 世界の成長分析と戦略分析フレームワーク

• 世界自然言語理解PESTEL分析（政治、社会、技術、環境、法的要因、促進要因と抑制要因）
• 最終用途産業の分析
• 世界の自然言語理解市場：成長率分析
• 世界の自然言語理解市場の実績：規模と成長, 2019-2024
• 世界の自然言語理解市場の予測：規模と成長, 2024-2029, 2034F
• 世界自然言語理解総アドレス可能市場（TAM）

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, 2019-2024, 2024-2029F, 2034F
• 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：提供別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 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, 2019-2024, 2024-2029F, 2034F
• 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, 2019-2024, 2024-2029F, 2034F
• チャットボットとバーチャルアシスタント
• カスタマーエクスペリエンスマネジメント
• 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
• その他の用途
• 世界の自然言語理解市場：業界別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 銀行、金融サービス、保険
• ヘルスケア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）
• 運輸・物流
• 政府および公共部門
• メディアとエンターテイメント
• 製造業
• 通信
• その他の業種
• 世界の自然言語理解市場、ルールベースのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 構文ベースの解析
• 意味ベースの解析
• 文法規則
• エキスパートシステム
• 世界の自然言語理解市場、統計のサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 機械学習
• 確率モデル
• ディープラーニングアルゴリズム
• 統計解析
• 世界の自然言語理解市場ハイブリッドのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• ルールベースと機械学習の統合
• 統計とディープラーニングの組み合わせ
• ハイブリッド解析技術
• アンサンブル法

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, 2019-2024, 2024-2029F, 2034F
• 世界の自然言語理解市場：国別、実績と予測, 2019-2024, 2024-2029F, 2034F

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. Overview, Products and Services, Strategy and Financial Analysis
  • Apple Inc. Overview, Products and Services, Strategy and Financial Analysis
  • Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Meta Platforms Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章 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 世界の市場競合ベンチマーキングとダッシュボード

第33章 主要な合併と買収

第34章 最近の市場動向

第35章 市場の潜在力が高い国、セグメント、戦略

• 自然言語理解市場2029：新たな機会を提供する国
• 自然言語理解市場2029：新たな機会を提供するセグメント
• 自然言語理解市場2029：成長戦略
  • 市場動向に基づく戦略
  • 競合の戦略

第36章 付録

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Scope

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

Table of Contents

1. Executive Summary

2. Natural Language Understanding Market Characteristics

3. Natural Language Understanding Market Trends And Strategies

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

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

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

6. Natural Language Understanding Market Segmentation

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

7. Natural Language Understanding Market Regional And Country Analysis

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

8. Asia-Pacific Natural Language Understanding Market

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

9. China Natural Language Understanding Market

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

10. India Natural Language Understanding Market

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

11. Japan Natural Language Understanding Market

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

12. Australia Natural Language Understanding Market

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

13. Indonesia Natural Language Understanding Market

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

14. South Korea Natural Language Understanding Market

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

15. Western Europe Natural Language Understanding Market

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

16. UK Natural Language Understanding Market

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

17. Germany Natural Language Understanding Market

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

18. France Natural Language Understanding Market

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

19. Italy Natural Language Understanding Market

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

20. Spain Natural Language Understanding Market

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

21. Eastern Europe Natural Language Understanding Market

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

22. Russia Natural Language Understanding Market

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

23. North America Natural Language Understanding Market

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

24. USA Natural Language Understanding Market

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

25. Canada Natural Language Understanding Market

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

26. South America Natural Language Understanding Market

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

27. Brazil Natural Language Understanding Market

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

28. Middle East Natural Language Understanding Market

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

29. Africa Natural Language Understanding Market

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

30. Natural Language Understanding Market Competitive Landscape And Company Profiles

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

31. Natural Language Understanding Market Other Major And Innovative Companies

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

32. Global Natural Language Understanding Market Competitive Benchmarking And Dashboard

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

34. Recent Developments In The Natural Language Understanding Market

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

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

36. Appendix

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