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市场调查报告书
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1581223

自然语言理解市场：按组件、部署模式、公司规模、应用程式、最终用户 - 2025-2030 年全球预测

Natural Language Understanding Market by Component (Services, Software), Deployment Mode (Cloud-Based, On-Premises), Enterprise Size, Application, End-User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 196 Pages | 商品交期: 最快1-2个工作天内

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2023年自然语言理解市场价值为18.6亿美元，预计到2024年将达到23.4亿美元，复合年增长率为26.98%，到2030年将达到99.3亿美元。

自然语言理解（NLU）是人工智慧的一个重要子集，专注于透过自然语言进行人机互动。其范围包括推广更直观的使用者介面、增强机器学习模型和改进资讯搜寻系统。对 NLU 的需求源于其将非结构化文字资料转换为有意义的见解的能力，这对于透过资料驱动的决策寻求竞争优势的企业至关重要。从虚拟助理和聊天机器人到情绪分析和自动化客户服务，其应用范围广泛，并提供无缝互动，从而改善用户体验。 NLU 的最终用途跨越多个行业，包括医疗保健、金融、电子商务和汽车，并且正在推动这些行业管理和解释语言资料方式的创新。市场成长受到深度学习等技术进步的影响，深度学习提高了 NLU 模型的准确性和效率。此外，对个人化客户体验的需求不断增长以及智慧型装置的加速采用也有助于增加对 NLU 技术的投资。潜在的商机包括扩展 NLU 解决方案以支援不太流行的语言和方言，开拓英语不太占主导地位的市场。然而，它受到资料隐私问题以及理解自然语言上下文和歧义性的复杂性等限制的挑战。继续研究提高情境理解和製定强有力的资料保护措施对于缓解这些问题至关重要。创新成熟的领域包括开发情境感知系统和跨语言 NLU 模型，以实现更全面和多样化的通讯管道。市场的本质是动态的，新兴企业和老牌高科技公司不断推出创新应用程序，因此敏捷性和整合能力对于希望利用 NLU 实现成长的公司至关重要。为了利用这个不断发展的领域，公司应专注于与学术机构的研究计画合作，并优先考虑 NLU 技术的道德使用。

主要市场统计
基准年[2023] 18.6亿美元
预测年份 [2024] 23.4亿美元
预测年份 [2030] 99.3亿美元
复合年增长率（%） 26.98%

市场动态：揭示快速发展的自然语言理解市场的关键市场洞察

供需的动态交互作用正在改变自然语言理解市场。了解这些不断变化的市场动态可以帮助企业做出明智的投资决策、策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，并了解消费行为及其对製造成本的影响，并更清楚地了解对采购趋势的影响。

  • 市场驱动因素
    • 数位通讯迅速增加，需要掌握重要讯息
    • 客户服务自动化在全球范围内受到越来越多的关注
    • 业务环境中资料产生的快速增加
  • 市场限制因素
    • 部署自然语言理解演算法的复杂性以及对熟练工程师的需求
  • 市场机会
    • 持续改进机器学习和AI技术，使NLU系统更加有效和高效
    • NLU系统与语音助理的集成
  • 市场挑战
    • NLU 隐私与资料安全问题

波特五力：驾驭自然语言理解市场的策略工具

波特的五力框架是理解市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解自然语言理解市场的外部影响

外部宏观环境因素在塑造自然语言理解市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并为他们做出积极主动的决策做好准备。

市场占有率分析 了解自然语言理解市场的竞争格局

对自然语言理解市场的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV定位矩阵自然语言理解市场供应商绩效评估

FPNV 定位矩阵是评估自然语言理解市场供应商的重要工具。此矩阵允许业务组织根据供应商的商务策略和产品满意度评估供应商，从而做出符合其目标的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议描绘了自然语言理解市场的成功之路

对于旨在加强其在全球市场的影响力的公司来说，自然语言理解市场的策略分析至关重要。透过审查关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机，并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：对当前市场环境的详细审查、主要企业的广泛资料、对其在市场中的影响力和整体影响力的评估。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 数位通讯的激增和了解关键资讯的需求
      • 专注于全球客户服务自动化
      • 业务环境中资料产生的激增
    • 抑制因素
      • 实现自然语言理解演算法的复杂性以及对熟练工程师的需求
    • 机会
      • 持续改进机器学习和AI技术，使NLU系统更加有效和高效
      • NLU系统与声控助手的集成
    • 任务
      • 对 NLU 隐私和资料安全的担忧
  • 市场区隔分析
    • 组件：不断创新软体元件，增强使用者特性和功能
    • 最终用户：快速部署 NLU 解决方案，分析通讯模式以进行诈欺侦测
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章自然语言理解市场：依组成部分

  • 服务
    • 整合部署
    • 支援与维护
    • 培训和咨询
  • 软体
    • 平台
    • 工具

第七章自然语言理解市场：依部署模式

  • 云端基础
  • 本地

第八章自然语言理解市场：依公司规模

  • 大公司
  • 小型企业

第九章自然语言理解市场：依应用分类

  • 聊天机器人和虚拟助理
  • 互动式语音应答（IVR）系统
  • 语言翻译
  • 情绪分析
  • 语音辨识
  • 文字分析

第10章自然语言理解市场：依最终用户划分

  • 银行、金融服务和保险 (BFSI)
  • 教育
  • 政府和公共部门
  • 医疗保健和生命科学
  • 资讯科技和通讯
  • 媒体和娱乐
  • 零售/电子商务
  • 旅游/酒店

第十一章美洲自然语言理解市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十二章亚太地区自然语言理解市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十三章欧洲、中东和非洲自然语言理解市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第14章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • DGTAL 推出 GRABBER：人工智慧工具简化文件处理并提高业务效率
    • MicroStrategy 推出人工智慧驱动的产品，旨在推进资料分析并在组织中培育资料驱动的文化
    • Kensho Technologies 发布 Kensho Classify：一种新工具，可简化跨学科的文本分析并提高内容的可发现性
  • 战略分析和建议

公司名单

  • Adobe Inc.
  • Amazon Web Services, Inc.
  • Amelia US LLC
  • Apple Inc.
  • Baidu, Inc.
  • ExpertAi SpA
  • Google LLC
  • H2O.ai, Inc.
  • IBM Corporation
  • Inbenta Holdings Inc
  • Kore.ai, Inc.
  • Lexalytics, Inc. by InMoment, Inc.
  • Lilt, Inc.
  • MaestroQA
  • Meta Platforms, Inc.
  • Microsoft Corporation
  • OpenAI Inc.
  • Oracle Corporation
  • Qualtrics, LLC
  • Rasa Technologies Inc.
  • Salesforce, Inc.
  • SAP SE
  • SoundHound AI, Inc.
  • Tencent Holdings Limited
  • Twilio Inc.
  • Veritone, Inc.
Product Code: MRR-C92ADB4B8173

The Natural Language Understanding Market was valued at USD 1.86 billion in 2023, expected to reach USD 2.34 billion in 2024, and is projected to grow at a CAGR of 26.98%, to USD 9.93 billion by 2030.

Natural Language Understanding (NLU) is an essential subset of artificial intelligence that focuses on the interaction between computers and humans through natural language. Its scope involves facilitating more intuitive user interfaces, enhancing machine learning models, and improving information retrieval systems. The necessity of NLU stems from its ability to transform data from unstructured text into meaningful insights, which is crucial for businesses seeking competitive advantages through data-driven decision-making. Its applications are vast, ranging from virtual assistants and chatbots to sentiment analysis and automated customer service, providing seamless interactions that enhance user experiences. The end-use scope of NLU spans various industries, including healthcare, finance, e-commerce, and automotive, driving innovation in how these sectors manage and interpret language data. Market growth is influenced by advancements in technologies such as deep learning, which have enhanced the accuracy and efficiency of NLU models. Furthermore, the rising demand for personalizing customer experiences and the escalating adoption of smart devices contribute to greater investments in NLU technologies. Potential opportunities include expanding NLU solutions to support under-represented languages and dialects, tapping into markets with less English language predominance. However, limitations such as data privacy concerns and the complexity of understanding context and ambiguity in natural language present challenges. To mitigate these, continued research into improving contextual comprehension and developing robust data protection measures is crucial. Areas ripe for innovation encompass the development of context-aware systems and cross-linguistic NLU models that allow for more inclusive and diverse communication pipelines. The nature of the market is dynamic, with startups and established tech companies continually launching innovative applications, making agility and integration capabilities key for businesses looking to harness NLU for growth. To capitalize on this evolving sector, businesses should focus on collaboration with academic institutions for research undertakings and prioritize the ethical use of NLU technologies.

KEY MARKET STATISTICS
Base Year [2023] USD 1.86 billion
Estimated Year [2024] USD 2.34 billion
Forecast Year [2030] USD 9.93 billion
CAGR (%) 26.98%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Natural Language Understanding Market

The Natural Language Understanding Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Surge in digital communications and a need for understanding critical information
    • Increased focus on customer service automation across the world
    • Exponential increase in data generation in business settings
  • Market Restraints
    • Complexities in deploying natural language understanding algorithms and the need for skilled technical personnel
  • Market Opportunities
    • Ongoing improvements in machine learning and AI technologies to make NLU systems more effective and efficient
    • Integration of NLU systems with voice-activated assistants
  • Market Challenges
    • Privacy and data security concerns of NLU

Porter's Five Forces: A Strategic Tool for Navigating the Natural Language Understanding Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Natural Language Understanding Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Natural Language Understanding Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Natural Language Understanding Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Natural Language Understanding Market

A detailed market share analysis in the Natural Language Understanding Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Natural Language Understanding Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Natural Language Understanding Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Natural Language Understanding Market

A strategic analysis of the Natural Language Understanding Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Natural Language Understanding Market, highlighting leading vendors and their innovative profiles. These include Adobe Inc., Amazon Web Services, Inc., Amelia US LLC, Apple Inc., Baidu, Inc., ExpertAi SpA, Google LLC, H2O.ai, Inc., IBM Corporation, Inbenta Holdings Inc, Kore.ai, Inc., Lexalytics, Inc. by InMoment, Inc., Lilt, Inc., MaestroQA, Meta Platforms, Inc., Microsoft Corporation, OpenAI Inc., Oracle Corporation, Qualtrics, LLC, Rasa Technologies Inc., Salesforce, Inc., SAP SE, SoundHound AI, Inc., Tencent Holdings Limited, Twilio Inc., and Veritone, Inc..

Market Segmentation & Coverage

This research report categorizes the Natural Language Understanding Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Component, market is studied across Services and Software. The Services is further studied across Integration & Deployment, Support & Maintenance, and Training & Consulting. The Software is further studied across Platforms and Tools.
  • Based on Deployment Mode, market is studied across Cloud-Based and On-Premises.
  • Based on Enterprise Size, market is studied across Large Enterprises and Small and Medium-Sized Enterprises.
  • Based on Application, market is studied across Chatbots & Virtual Assistants, Interactive Voice Response (IVR) Systems, Language Translation, Sentiment Analysis, Speech Recognition, and Text Analysis.
  • Based on End-User, market is studied across Banking, Financial Services, & Insurance (BFSI), Education, Government & Public Sector, Healthcare & Life Sciences, IT & Telecom, Media & Entertainment, Retail & E-Commerce, and Travel & Hospitality.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Surge in digital communications and a need for understanding critical information
      • 5.1.1.2. Increased focus on customer service automation across the world
      • 5.1.1.3. Exponential increase in data generation in business settings
    • 5.1.2. Restraints
      • 5.1.2.1. Complexities in deploying natural language understanding algorithms and the need for skilled technical personnel
    • 5.1.3. Opportunities
      • 5.1.3.1. Ongoing improvements in machine learning and AI technologies to make NLU systems more effective and efficient
      • 5.1.3.2. Integration of NLU systems with voice-activated assistants
    • 5.1.4. Challenges
      • 5.1.4.1. Privacy and data security concerns of NLU
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Component: Ongoing innovations in software components to enable enhanced user features and functionalities
    • 5.2.2. End-User: Rapid adoption of NLU solutions to analyze communication patterns for the detection of fraudulent activities
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Natural Language Understanding Market, by Component

  • 6.1. Introduction
  • 6.2. Services
    • 6.2.1. Integration & Deployment
    • 6.2.2. Support & Maintenance
    • 6.2.3. Training & Consulting
  • 6.3. Software
    • 6.3.1. Platforms
    • 6.3.2. Tools

7. Natural Language Understanding Market, by Deployment Mode

  • 7.1. Introduction
  • 7.2. Cloud-Based
  • 7.3. On-Premises

8. Natural Language Understanding Market, by Enterprise Size

  • 8.1. Introduction
  • 8.2. Large Enterprises
  • 8.3. Small and Medium-Sized Enterprises

9. Natural Language Understanding Market, by Application

  • 9.1. Introduction
  • 9.2. Chatbots & Virtual Assistants
  • 9.3. Interactive Voice Response (IVR) Systems
  • 9.4. Language Translation
  • 9.5. Sentiment Analysis
  • 9.6. Speech Recognition
  • 9.7. Text Analysis

10. Natural Language Understanding Market, by End-User

  • 10.1. Introduction
  • 10.2. Banking, Financial Services, & Insurance (BFSI)
  • 10.3. Education
  • 10.4. Government & Public Sector
  • 10.5. Healthcare & Life Sciences
  • 10.6. IT & Telecom
  • 10.7. Media & Entertainment
  • 10.8. Retail & E-Commerce
  • 10.9. Travel & Hospitality

11. Americas Natural Language Understanding Market

  • 11.1. Introduction
  • 11.2. Argentina
  • 11.3. Brazil
  • 11.4. Canada
  • 11.5. Mexico
  • 11.6. United States

12. Asia-Pacific Natural Language Understanding Market

  • 12.1. Introduction
  • 12.2. Australia
  • 12.3. China
  • 12.4. India
  • 12.5. Indonesia
  • 12.6. Japan
  • 12.7. Malaysia
  • 12.8. Philippines
  • 12.9. Singapore
  • 12.10. South Korea
  • 12.11. Taiwan
  • 12.12. Thailand
  • 12.13. Vietnam

13. Europe, Middle East & Africa Natural Language Understanding Market

  • 13.1. Introduction
  • 13.2. Denmark
  • 13.3. Egypt
  • 13.4. Finland
  • 13.5. France
  • 13.6. Germany
  • 13.7. Israel
  • 13.8. Italy
  • 13.9. Netherlands
  • 13.10. Nigeria
  • 13.11. Norway
  • 13.12. Poland
  • 13.13. Qatar
  • 13.14. Russia
  • 13.15. Saudi Arabia
  • 13.16. South Africa
  • 13.17. Spain
  • 13.18. Sweden
  • 13.19. Switzerland
  • 13.20. Turkey
  • 13.21. United Arab Emirates
  • 13.22. United Kingdom

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2023
  • 14.2. FPNV Positioning Matrix, 2023
  • 14.3. Competitive Scenario Analysis
    • 14.3.1. DGTAL Launches GRABBER: AI Tool Streamlines Document Processing and Enhances Business Efficiency
    • 14.3.2. MicroStrategy Launches AI-Powered Product to Advance Data Analysis and Foster Data-Driven Cultures in Organizations
    • 14.3.3. Kensho Technologies Launches Kensho Classify: A New Tool to Simplify Text Analysis and Enhance Content Discoverability for Various Professional Sectors
  • 14.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Adobe Inc.
  • 2. Amazon Web Services, Inc.
  • 3. Amelia US LLC
  • 4. Apple Inc.
  • 5. Baidu, Inc.
  • 6. ExpertAi SpA
  • 7. Google LLC
  • 8. H2O.ai, Inc.
  • 9. IBM Corporation
  • 10. Inbenta Holdings Inc
  • 11. Kore.ai, Inc.
  • 12. Lexalytics, Inc. by InMoment, Inc.
  • 13. Lilt, Inc.
  • 14. MaestroQA
  • 15. Meta Platforms, Inc.
  • 16. Microsoft Corporation
  • 17. OpenAI Inc.
  • 18. Oracle Corporation
  • 19. Qualtrics, LLC
  • 20. Rasa Technologies Inc.
  • 21. Salesforce, Inc.
  • 22. SAP SE
  • 23. SoundHound AI, Inc.
  • 24. Tencent Holdings Limited
  • 25. Twilio Inc.
  • 26. Veritone, Inc.

LIST OF FIGURES

  • FIGURE 1. NATURAL LANGUAGE UNDERSTANDING MARKET RESEARCH PROCESS
  • FIGURE 2. NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 15. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 19. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 23. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 24. NATURAL LANGUAGE UNDERSTANDING MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 25. NATURAL LANGUAGE UNDERSTANDING MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. NATURAL LANGUAGE UNDERSTANDING MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. NATURAL LANGUAGE UNDERSTANDING MARKET DYNAMICS
  • TABLE 7. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY INTEGRATION & DEPLOYMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY TRAINING & CONSULTING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY TOOLS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY INTERACTIVE VOICE RESPONSE (IVR) SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY LANGUAGE TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SENTIMENT ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY TEXT ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY BANKING, FINANCIAL SERVICES, & INSURANCE (BFSI), BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY IT & TELECOM, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. GLOBAL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 40. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 41. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 42. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 43. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 44. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 45. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 46. AMERICAS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 47. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 48. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 49. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 50. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 51. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 52. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 53. ARGENTINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 54. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 55. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 56. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 57. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 58. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 59. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 60. BRAZIL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 61. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 62. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 63. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 64. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 65. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 66. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 67. CANADA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 68. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 69. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 70. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 71. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 72. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 73. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 74. MEXICO NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 75. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 76. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 77. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 78. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 79. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 80. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 81. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 82. UNITED STATES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 83. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 84. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 85. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 86. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 87. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 88. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 89. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 90. ASIA-PACIFIC NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 91. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 92. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 93. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 94. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 95. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 96. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 97. AUSTRALIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 98. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 99. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 100. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 101. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 102. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 103. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 104. CHINA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 105. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 106. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 107. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 108. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 109. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 110. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 111. INDIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 112. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 113. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 114. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 115. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 116. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 117. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 118. INDONESIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 119. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 120. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 121. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 122. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 123. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 124. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 125. JAPAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 126. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 127. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 128. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 129. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 130. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 131. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 132. MALAYSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 133. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 134. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 135. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 136. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 137. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 138. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 139. PHILIPPINES NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 140. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 141. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 142. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 143. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 144. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 145. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 146. SINGAPORE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 147. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 148. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 149. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 150. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 151. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 152. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 153. SOUTH KOREA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 154. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 155. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 156. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 157. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 158. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 159. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 160. TAIWAN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 161. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 162. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 163. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 164. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 165. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 166. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 167. THAILAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 168. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 169. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 170. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 171. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 172. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 173. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 174. VIETNAM NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 175. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 176. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 177. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 178. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 179. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 180. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 181. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 182. EUROPE, MIDDLE EAST & AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 183. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 184. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 185. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 186. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 187. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 188. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 189. DENMARK NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 190. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 191. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 192. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 193. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 194. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 195. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 196. EGYPT NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 197. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 198. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 199. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 200. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 201. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 202. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 203. FINLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 204. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 205. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 206. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 207. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 208. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 209. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 210. FRANCE NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 211. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 212. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 213. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 214. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 215. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 216. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 217. GERMANY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 218. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 219. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 220. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 221. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 222. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 223. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 224. ISRAEL NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 225. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 226. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 227. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 228. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 229. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 230. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 231. ITALY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 232. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 233. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 234. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 235. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 236. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 237. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 238. NETHERLANDS NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 239. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 240. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 241. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 242. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 243. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 244. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 245. NIGERIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 246. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 247. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 248. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 249. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 250. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 251. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 252. NORWAY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 253. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 254. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 255. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 256. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 257. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 258. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 259. POLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 260. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 261. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 262. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 263. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 264. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 265. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 266. QATAR NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 267. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 268. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 269. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 270. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 271. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 272. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 273. RUSSIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 274. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 275. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 276. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 277. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 278. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 279. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 280. SAUDI ARABIA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 281. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 282. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 283. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 284. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 285. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 286. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 287. SOUTH AFRICA NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 288. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 289. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 290. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 291. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 292. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 293. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 294. SPAIN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 295. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 296. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 297. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 298. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 299. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 300. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 301. SWEDEN NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 302. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 303. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 304. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 305. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 306. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 307. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 308. SWITZERLAND NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 309. TURKEY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 310. TURKEY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 311. TURKEY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 312. TURKEY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
  • TABLE 313. TURKEY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY ENTERPRISE SIZE, 2018-2030 (USD MILLION)
  • TABLE 314. TURKEY NATURAL LANGUAGE UNDERSTANDING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 315. TURKEY