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市場調查報告書
商品編碼
1554135

自然語言理解市場規模、佔有率、趨勢分析報告：按產品、按類型、按應用、按最終用途、按地區、細分市場預測，2024-2030 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
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10個工作天內

價格

市場規模及趨勢：

預計2023年全球自然語言理解市場規模將達到183.4億美元，預計2024年至2030年複合年成長率為20.2%。

對話式 AI 不斷成長的需求是 NLU 市場成長的主要動力。企業擴大採用聊天機器人和虛擬助理來簡化和增強客戶交互，並正在尋找有效的方法來提供 24/7 支援和個人化體驗。這些人工智慧主導的工具使企業能夠自動執行重複性任務，減少人工干預的需要，並提高整體業務效率。

隨著客戶越來越期望快速、準確的回應，對話式人工智慧對於維持高服務標準至關重要。透過整合先進的 NLU 技術，這些系統可以更準確地理解和處理自然語言，使互動更加直覺和有效。此外，聊天機器人和虛擬助理的可擴展性可以幫助各種規模的企業滿足不斷成長的客戶需求。因此，這些技術的廣泛採用正在推動 NLU 市場的快速擴張。

人工智慧和機器學習的進步正在推動 NLU 市場的成長。 GPT-4 和 BERT 等複雜演算法和模型的發展顯著提高了 NLU 系統的準確性和功能。這些先進的模型利用大量資料來更好地理解和產生類人語言，從而提高自然語言處理任務的整體表現。

增強的模型可以實現更細緻的上下文理解，從而在從聊天機器人到內容分析的應用程式中做出更準確和相關的回應。隨著這些技術的不斷發展，公司將能夠部署更有效、更智慧的 NLU 解決方案。人工智慧技術的不斷改進將使 NLU 系統能夠應對日益複雜的語言挑戰。因此，這些進步正在加速自然語言理解 (NLU) 市場的採用和創新。

可用資料的增加是 NLU 市場成長的主要驅動力。隨著各種平台產生的資料和文字資訊呈指數級成長，越來越需要有效的 NLU 解決方案來分析這些非結構化資料並從中提取有價值的見解。隨著企業和組織從社群媒體、客戶互動和文件等來源累積大量資料，傳統的資料處理方法變得越來越不夠用。

NLU 技術對於透過理解情境、情緒和關鍵主題將這些原始資料轉化為可操作的見解至關重要。處理和理解大量文字的能力使企業能夠做出資料主導的決策並獲得競爭優勢。隨著資料不斷增加，對能夠處理複雜多樣資訊的先進 NLU 系統的需求預計也會增加。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第 3 章自然語言理解 (NLU) 市場變數、趨勢與範圍

  • 市場體系展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 自然語言理解 (NLU) 市場分析工具
    • 產業分析-波特五力分析
    • PESTEL分析

第 4 章 自然語言理解 (NLU) 市場：產品評估與趨勢分析

  • 細分儀表板
  • 自然語言理解 (NLU) 市場：產品變化分析，百萬美元，2023 年和 2030 年
  • 解決方案
  • 服務

第5章自然語言理解（NLU）市場：類型估計和趨勢分析

  • 細分儀表板
  • 自然語言理解 (NLU) 市場：類型變異分析，百萬美元，2023-2030
  • 規則庫
  • 統計數據
  • 混合

第6章自然語言理解（NLU）市場：應用估算與趨勢分析

  • 細分儀表板
  • 自然語言理解 (NLU) 市場：應用變異分析，百萬美元，2023 年和 2030 年
  • 聊天機器人/虛擬助理
  • 情緒分析
  • 文字分析
  • 客戶體驗管理（CXM）
  • 資料擷取
  • 其他

第7章自然語言理解（NLU）市場：最終用途估計和趨勢分析

  • 細分儀表板
  • 自然語言理解 (NLU) 市場：最終用途變異分析，百萬美元，2023-2030 年
  • 零售/電子商務
  • 醫療保健/生命科學
  • BFSI
  • 資訊科技/通訊
  • 媒體娛樂
  • 其他

第8章自然語言理解（NLU）市場：區域估計和趨勢分析

  • 2023 年和 2030 年按地區分類的自然語言理解 (NLU)市場佔有率，百萬美元
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第9章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務表現
  • 提供基準
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介/名單
    • Google LLC
    • Microsoft
    • International Business Machines Corporation
    • Amazon.com, Inc.
    • Salesforce, Inc.
    • NVIDIA Corporation
    • OpenAI
    • SAP SE
    • Nuance Communications
    • Hugging Face, Inc.
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.

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