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市场调查报告书
商品编码
1554135

自然语言理解市场规模、份额、趋势分析报告：按产品、按类型、按应用、按最终用途、按地区、细分市场预测，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个工作天内

价格

市场规模及趋势：

预计2023年全球自然语言理解市场规模将达到183.4亿美元，预计2024年至2030年复合年增长率为20.2%。

对话式 AI 不断增长的需求是 NLU 市场成长的主要动力。企业越来越多地采用聊天机器人和虚拟助理来简化和增强客户交互，并正在寻找有效的方法来提供 24/7 支援和个人化体验。这些人工智慧主导的工具使企业能够自动执行重复性任务，减少人工干预的需要，并提高整体业务效率。

随着客户越来越期望快速、准确的回应，对话式人工智慧对于维持高服务标准至关重要。透过整合先进的 NLU 技术，这些系统可以更准确地理解和处理自然语言，使互动更加直观和有效。此外，聊天机器人和虚拟助理的可扩展性可以帮助各种规模的企业满足不断增长的客户需求。因此，这些技术的广泛采用正在推动 NLU 市场的快速扩张。

人工智慧和机器学习的进步正在推动 NLU 市场的成长。 GPT-4 和 BERT 等复杂演算法和模型的发展显着提高了 NLU 系统的准确性和功能。这些先进的模型利用大量资料来更好地理解和产生类人语言，从而提高自然语言处理任务的整体表现。

增强的模型可以实现更细緻的上下文理解，从而在从聊天机器人到内容分析的应用程式中做出更准确和相关的回应。随着这些技术的不断发展，公司将能够部署更有效、更智慧的 NLU 解决方案。人工智慧技术的不断改进将使 NLU 系统能够应对日益复杂的语言挑战。因此，这些进步正在加速自然语言理解 (NLU) 市场的采用和创新。

可用资料的增加是 NLU 市场成长的主要驱动力。随着各种平台产生的资料和文字资讯呈指数级增长，越来越需要有效的 NLU 解决方案来分析这些非结构化资料并从中提取有价值的见解。随着企业和组织从社群媒体、客户互动和文件等来源累积大量资料，传统的资料处理方法变得越来越不够用。

NLU 技术对于透过理解情境、情绪和关键主题将这些原始资料转化为可操作的见解至关重要。处理和理解大量文字的能力使企业能够做出资料主导的决策并获得竞争优势。随着资料不断增加，对能够处理复杂多样资讯的先进 NLU 系统的需求预计也会增加。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章自然语言理解 (NLU) 市场变数、趋势与范围

  • 市场体系展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 自然语言理解 (NLU) 市场分析工具
    • 产业分析-波特五力分析
    • PESTEL分析

第 4 章 自然语言理解 (NLU) 市场：产品评估与趋势分析

  • 细分仪表板
  • 自然语言理解 (NLU) 市场：产品变化分析，百万美元，2023 年和 2030 年
  • 解决方案
  • 服务

第五章自然语言理解（NLU）市场：类型估计和趋势分析

  • 细分仪表板
  • 自然语言理解 (NLU) 市场：类型变异分析，百万美元，2023-2030
  • 规则库
  • 统计数据
  • 混合

第六章自然语言理解（NLU）市场：应用估算与趋势分析

  • 细分仪表板
  • 自然语言理解 (NLU) 市场：应用变异分析，百万美元，2023 年和 2030 年
  • 聊天机器人/虚拟助理
  • 情绪分析
  • 文字分析
  • 客户体验管理（CXM）
  • 资料撷取
  • 其他的

第七章自然语言理解（NLU）市场：最终用途估计和趋势分析

  • 细分仪表板
  • 自然语言理解 (NLU) 市场：最终用途变异分析，百万美元，2023-2030 年
  • 零售/电子商务
  • 医疗保健/生命科学
  • BFSI
  • 资讯科技/通讯
  • 媒体娱乐
  • 其他的

第八章自然语言理解（NLU）市场：区域估计和趋势分析

  • 2023 年和 2030 年按地区分類的自然语言理解 (NLU)市场占有率，百万美元
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第9章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务表现
  • 提供基准
  • 企业热力图分析
  • 策略规划
  • 公司简介/名单
    • 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