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自然言語理解の市場規模、シェア、動向分析レポート：オファリング別、タイプ別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年

Natural Language Understanding Market Size, Share & Trends Analysis Report By Offering, By Type, By Application, By End-use, By Region, And Segment Forecasts, 2024 - 2030

出版日
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英文 150 Pages
納期
2～10営業日
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自然言語理解の市場規模、シェア、動向分析レポート：オファリング別、タイプ別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年
出版日: 2024年08月20日
発行: Grand View Research
ページ情報: 英文 150 Pages
納期: 2～10営業日
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  • 概要
  • 図表
  • 目次
概要

市場規模と動向：

世界の自然言語理解の市場規模は、2023年に183億4,000万米ドルと推計され、2024年から2030年にかけてCAGR20.2%で成長すると予測されています。

会話型AIへの需要の高まりが、NLU市場の成長の大きな原動力となっています。企業は顧客とのやり取りを合理化し強化するためにチャットボットやバーチャルアシスタントの採用を増やしており、24時間365日のサポートやパーソナライズされた体験を提供する効率的な方法を模索しています。これらのAI主導型ツールにより、企業は反復作業を自動化し、人的介入の必要性を減らし、全体的な業務効率を向上させることができます。

迅速かつ正確な対応に対する顧客の期待が高まる中、会話型AIは高いサービス水準を維持するために不可欠となっています。高度なNLUテクノロジーを統合することで、これらのシステムは自然言語をより高い精度で理解・処理し、対話をより直感的で効果的なものにすることができます。さらに、チャットボットとバーチャルアシスタントのスケーラビリティは、あらゆる規模の企業が増大する顧客の要求に対応できるようサポートします。その結果、これらの技術の広範な採用がNLU市場の急速な拡大に拍車をかけています。

AIと機械学習の進歩がNLU市場の成長を促進しています。GPT-4やBERTなどの洗練されたアルゴリズムやモデルの開発により、NLUシステムの精度と能力が大幅に向上しています。これらの高度なモデルは、膨大な量のデータを活用してよりよく理解し、人間のような言語を生成することで、自然言語処理タスクの全体的なパフォーマンスを向上させます。

強化されたモデルは、よりニュアンスのある理解や文脈理解を可能にし、チャットボットからコンテンツ分析に至るまで、さまざまなアプリケーションにおいて、より正確で適切な応答へと導きます。これらの技術が進化し続けることで、企業はより効果的でインテリジェントなNLUソリューションを展開できるようになります。AI技術の継続的な改良により、NLUシステムはますます複雑化する言語課題に対応できるようになります。その結果、これらの進歩は自然言語理解（NLU）市場での採用と技術革新を加速させています。

利用可能なデータの増加は、NLU市場の成長の主な促進要因です。さまざまなプラットフォームで生成されるデータやテキスト情報の急激な増加に伴い、この非構造化データから貴重な洞察を分析・抽出するための効果的なNLUソリューションに対するニーズが高まっています。企業や組織がソーシャルメディア、顧客とのやり取り、文書などのソースから膨大な量のデータを蓄積するにつれ、従来のデータ処理方法では不十分になっています。

NLUテクノロジーは、コンテキスト、センチメント、主要テーマを理解することで、この生データを実用的な洞察に変換するために不可欠です。大量のテキストを処理し、理解する能力によって、企業はデータ主導の意思決定を行い、競争上の優位性を得ることができます。データが増え続ける中、複雑で多様な情報を扱える高度なNLUシステムの需要はますます高まると思われます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 自然言語理解（NLU）市場の変数、動向、範囲

  • 市場系統の見通し
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • 自然言語理解（NLU）市場分析ツール
    • 業界分析 - ポーターのファイブフォース分析
    • PESTEL分析

第4章 自然言語理解（NLU）市場：オファリングの推定・動向分析

  • セグメントダッシュボード
  • 自然言語理解（NLU）市場：オファリングの変動分析、百万米ドル、2023年・2030年
  • ソリューション
  • サービス

第5章 自然言語理解（NLU）市場：タイプの推定・動向分析

  • セグメントダッシュボード
  • 自然言語理解（NLU）市場：タイプの変動分析、百万米ドル、2023年・2030年
  • ルールベース
  • 統計
  • ハイブリッド

第6章 自然言語理解（NLU）市場：用途の推定・動向分析

  • セグメントダッシュボード
  • 自然言語理解（NLU）市場：用途の変動分析、百万米ドル、2023年・2030年
  • チャットボット・バーチャルアシスタント
  • 感情分析
  • テキスト分析
  • 顧客体験管理（CXM）
  • データキャプチャ
  • その他

第7章 自然言語理解（NLU）市場：最終用途の推定・動向分析

  • セグメントダッシュボード
  • 自然言語理解（NLU）市場：最終用途の変動分析、百万米ドル、2023年・2030年
  • 小売・eコマース
  • ヘルスケア・ライフサイエンス
  • BFSI
  • IT・通信
  • メディア・エンターテイメント
  • その他

第8章 自然言語理解（NLU）市場：地域の推定・動向分析

  • 自然言語理解（NLU）市場シェア、地域別、2023年・2030年、百万米ドル
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第9章 競合情勢

  • 企業分類
  • 企業の市場ポジショニング
  • 参入企業の概要
  • 財務実績
  • ベンチマークの提供
  • 企業ヒートマップ分析
  • 戦略マッピング
  • 企業プロファイル / 一覧
    • Google LLC
    • Microsoft
    • International Business Machines Corporation
    • Amazon.com, Inc.
    • Salesforce, Inc.
    • NVIDIA Corporation
    • OpenAI
    • SAP SE
    • Nuance Communications
    • Hugging Face, Inc.
図表

List of Tables

  • Table 1 Global Natural Language Understanding (NLU) market by Offering, 2018 - 2030 (USD Million)
  • Table 2 Global Natural Language Understanding (NLU) market by Type, 2018 - 2030 (USD Million)
  • Table 3 Global Natural Language Understanding (NLU) market by Application, 2018 - 2030 (USD Million)
  • Table 4 Global Natural Language Understanding (NLU) market by End Use, 2018 - 2030 (USD Million)
  • Table 5 Global Natural Language Understanding (NLU) market by region, 2018 - 2030 (USD Million)
  • Table 6 North America Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
  • Table 7 Europe Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
  • Table 8 Asia Pacific Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
  • Table 9 Latin America Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
  • Table 10 MEA Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
  • Table 11 Key companies launching new products/services.
  • Table 12 Key companies engaged in mergers & acquisition.
  • Table 13 Key companies engaged in Research & development.
  • Table 14 Key Companies engaged in expansion.

List of Figures

  • Fig. 1 Information procurement
  • Fig. 2 Primary research pattern
  • Fig. 3 Market research approaches
  • Fig. 4 Value chain-based sizing & forecasting
  • Fig. 5 Market formulation & validation
  • Fig. 6 Natural Language Understanding (NLU) market snapshot
  • Fig. 7 Natural Language Understanding (NLU) market segment snapshot
  • Fig. 8 Natural Language Understanding (NLU) market competitive landscape snapshot
  • Fig. 9 Market research process
  • Fig. 10 Market driver relevance analysis (Current & future impact)
  • Fig. 11 Market restraint relevance analysis (Current & future impact)
  • Fig. 12 Natural Language Understanding (NLU) Market, Offering outlook key takeaways (USD Million)
  • Fig. 13 Natural Language Understanding (NLU) Market: Offering movement analysis (USD Million), 2023 & 2030
  • Fig. 14 Solutions Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Services Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Natural Language Understanding (NLU) Market: Type outlook key takeaways (USD Million)
  • Fig. 17 Natural Language Understanding (NLU) Market: Type movement analysis (USD Million), 2023 & 2030
  • Fig. 18 Rule-Based Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Statistical Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Hybrid Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 Natural Language Understanding (NLU) Market: Application outlook key takeaways (USD Million)
  • Fig. 22 Natural Language Understanding (NLU) Market: Application movement analysis (USD Million), 2023 & 2030
  • Fig. 23 Chatbots & Virtual Assistants Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Sentiment Analysis Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Text Analysis Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Customer Experience Management (CXM) Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Data Capture Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Others Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Retail & E-commerce Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Healthcare & Life Sciences Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 BFSI Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 IT & Telecommunications Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Media & Entertainment Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Others Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Regional marketplace: Key takeaways
  • Fig. 36 Natural Language Understanding (NLU) Market: Regional outlook, 2023 & 2030, USD Million
  • Fig. 37 North America Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 U.S. Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Canada Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Mexico Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 Europe Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 UK Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Germany Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 France Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Asia Pacific Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Japan Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 China Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 India Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 South Korea Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Australia Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 Latin America Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Brazil Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 MEA Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 KSA Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 UAE Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 56 South Africa Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 57 Strategy framework
  • Fig. 58 Company Categorization
目次
Product Code: GVR-4-68040-416-3

Market Size & Trends:

The global natural language understanding market size was estimated at USD 18.34 billion in 2023 and is projected to grow at a CAGR of 20.2% from 2024 to 2030. The increasing demand for conversational AI is a significant driver of growth in the NLU market. Businesses are increasingly adopting chatbots and virtual assistants to streamline and enhance customer interactions, seeking efficient ways to provide 24/7 support and personalized experiences. These AI-driven tools enable companies to automate repetitive tasks, reducing the need for human intervention and improving overall operational efficiency.

As customer expectations for immediate and accurate responses rise, conversational AI becomes essential for maintaining high service standards. The integration of advanced NLU technologies allows these systems to understand and process natural language with greater accuracy, making interactions more intuitive and effective. Moreover, the scalability of chatbots and virtual assistants supports businesses of all sizes in managing growing customer demands. Consequently, the widespread adoption of these technologies is fueling the rapid expansion of the NLU market.

Advancements in AI and machine learning driving the growth of the NLU market. The development of sophisticated algorithms and models, such as GPT-4 and BERT, has significantly enhanced the accuracy and capabilities of NLU systems. These advanced models utilize vast amounts of data to understand better and generate human-like language, improving the overall performance of natural language processing tasks.

Enhanced models enable more nuanced comprehension and contextual understanding, leading to more precise and relevant responses in applications ranging from chatbots to content analysis. As these technologies continue to evolve, they empower businesses to deploy more effective and intelligent NLU solutions. The ongoing refinement of AI techniques ensures that NLU systems can handle increasingly complex language challenges. Consequently, these advancements are accelerating the adoption and innovation within the Natural Language Understanding (NLU) market.

The rise in data availability is a major driver of growth in the NLU market. With the exponential increase in data and textual information generated across various platforms, there is a growing need for effective NLU solutions to analyze and extract valuable insights from this unstructured data. As businesses and organizations accumulate vast amounts of data from sources such as social media, customer interactions, and documents, traditional methods of data processing become inadequate.

NLU technologies are crucial for transforming this raw data into actionable insights by understanding context, sentiment, and key themes. The ability to process and make sense of large volumes of text enables businesses to make data-driven decisions and gain competitive advantages. As data continues to increase, the demand for advanced NLU systems capable of handling complex and diverse information will only intensify.

Global Natural Language Understanding (NLU) Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global natural language understanding market report based on offering, type, application, end-use, and region:

  • Offering Outlook (Revenue, USD Million, 2018 - 2030)
  • Solutions
  • Services
  • Type Outlook (Revenue, USD Million, 2018 - 2030)
  • Rule-Based
  • Statistical
  • Hybrid
  • Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Chatbots & Virtual Assistants
  • Sentiment Analysis
  • Text Analysis
  • Customer Experience Management (CXM)
  • Data Capture
  • Others
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • Retail & E-commerce
  • Healthcare & Life Sciences
  • BFSI
  • IT & Telecommunications
  • Media & Entertainment
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Natural Language Understanding (NLU) market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Natural Language Understanding (NLU) market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's Five Forces
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. Natural Language Understanding (NLU) market: Offering Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Natural Language Understanding (NLU) market: Offering Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Solutions
    • 4.3.1. Solutions Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Natural Language Understanding (NLU) market: Type Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Natural Language Understanding (NLU) market: Type Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Rule-Based
    • 5.3.1. Rule-Based Natural Language Understanding (NLU) market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Statistical
    • 5.4.1. Statistical Natural Language Understanding (NLU) market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Hybrid
    • 5.5.1. Hybrid Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Natural Language Understanding (NLU) market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Natural Language Understanding (NLU) market: Application Movement Analysis, USD Million, 2023 & 2030
  • 6.3. Chatbots & Virtual Assistants
    • 6.3.1. Chatbots & Virtual Assistants Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Sentiment Analysis
    • 6.4.1. Sentiment Analysis Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Text Analysis
    • 6.5.1. Text Analysis Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Customer Experience Management (CXM)
    • 6.6.1. Customer Experience Management (CXM) Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Data Capture
    • 6.7.1. Data Capture Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Others
    • 6.8.1. Others Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Natural Language Understanding (NLU) market: End Use Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. Natural Language Understanding (NLU) market: End Use Movement Analysis, USD Million, 2023 & 2030
  • 7.3. Retail & E-commerce
    • 7.3.1. Retail & E-commerce Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Healthcare & Life Sciences
    • 7.4.1. Healthcare & Life Sciences Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. BFSI
    • 7.5.1. BFSI Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. IT & Telecommunications
    • 7.6.1. IT & Telecommunications Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.7. Media & Entertainment
    • 7.7.1. Media & Entertainment Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.8. Others
    • 7.8.1. Others Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Natural Language Understanding (NLU) market: Regional Estimates & Trend Analysis

  • 8.1. Natural Language Understanding (NLU) Market Share, By Region, 2023 & 2030, USD Million
  • 8.2. North America
    • 8.2.1. North America Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. Natural Language Understanding (NLU) market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.2.3. Canada
      • 8.2.3.1. Canada Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.2.4. Mexico
      • 8.2.4.1. Mexico Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
  • 8.3. Europe
    • 8.3.1. Europe Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.3.2. UK
      • 8.3.2.1. UK Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.3.3. Germany
      • 8.3.3.1. Germany Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.3.4. France
      • 8.3.4.1. France Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.4.2. China
      • 8.4.2.1. China Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.4.3. Japan
      • 8.4.3.1. Japan Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.4.4. India
      • 8.4.4.1. India Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.4.5. South Korea
      • 8.4.5.1. South Korea Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.4.6. Australia
      • 8.4.6.1. Australia Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
  • 8.5. Latin America
    • 8.5.1. Latin America Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.6.2. KSA
      • 8.6.2.1. KSA Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.6.3. UAE
      • 8.6.3.1. UAE Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
    • 8.6.4. South Africa
      • 8.6.4.1. South Africa Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)

Chapter 9. Competitive Landscape

  • 9.1. Company Categorization
  • 9.2. Company Market Positioning
  • 9.3. Participant's Overview
  • 9.4. Financial Performance
  • 9.5. Offering Benchmarking
  • 9.6. Company Heat Map Analysis
  • 9.7. Strategy Mapping
  • 9.8. Company Profiles/Listing
    • 9.8.1. Google LLC
    • 9.8.2. Microsoft
    • 9.8.3. International Business Machines Corporation
    • 9.8.4. Amazon.com, Inc.
    • 9.8.5. Salesforce, Inc.
    • 9.8.6. NVIDIA Corporation
    • 9.8.7. OpenAI
    • 9.8.8. SAP SE
    • 9.8.9. Nuance Communications
    • 9.8.10. Hugging Face, Inc.