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市场调查报告书
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多模态人工智慧市场：按产品、按资料模式、按技术、按类型、按组织规模、按产业 - 2024-2030 年全球预测

Multimodal Al Market by Offering (Services, Solutions), Data Modality (Audio, Numerical Data, Speech), Technology, Type, Organization Size, Vertical - Global Forecast 2024-2030
出版日期: | 出版商: 360iResearch | 英文 190 Pages | 商品交期: 最快1-2个工作天内

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预计2023年多模态人工智慧市场规模为16.3亿美元，预计2024年将达18.8亿美元，2030年将达46.4亿美元，复合年增长率为16.10%。

多模态人工智慧（AI）处于技术创新的前沿，利用文字、图像、音讯和影片等多种输入来提高机器的理解和决策能力。透过交叉各种资料，我们试图简化与自动驾驶、医疗保健和安全等各领域的使用者之间的互动。深度学习的进步和运算能力的增强为该行业的快速发展奠定了基础，公司采用这些人工智慧系统来提高客户参与和业务效率。儘管多模态人工智慧已出现在市场上，但它仍面临着资料整合复杂性和隐私问题等挑战。但这些障碍也提供了成长和改进的机会。对先进的情境感知人工智慧系统的需求预计将增加，从而刺激该行业的经济扩张。市场格局中散布着各种主要参与者，从大型跨国公司到灵活的新兴企业，所有这些都促成了高度竞争的环境。这些参与者不断寻求创新技术并申请专利，以维持其市场地位或扰乱市场动态。学术机构、研究机构和产业参与者之间的合作正在帮助加快前沿多模态人工智慧应用商业化的创新步伐。

主要市场统计
基准年[2023] 16.3亿美元
预测年份 [2024] 18.8亿美元
预测年份 [2030] 46.4亿美元
复合年增长率（%） 16.10%

区域洞察

在美洲，特别是在美国，先进的技术基础设施和对人工智慧新兴企业的大力投资正在推动多模态人工智慧创新的领导地位。该地区正在积极采用该技术来改善医疗保健、汽车、零售和客户服务领域的流程和用户参与。欧洲的特点是注重人工智慧道德和 GDPR 下严格的资料保护。儘管如此，金融和医疗保健等行业越来越多地采用多模态技术。欧盟鼓励人工智慧的进步，重点是确保其可信度和透明度。在快速数位化和不断增长的精通技术的人口的推动下，亚太地区是成长最快的地区。中国、日本、韩国和印度处于领先地位，中国的目标是到 2030 年在人工智慧领域占据世界主导地位。该地区的投资范围从消费性电子产品延伸到城市发展和製造业。儘管处于早期阶段，拉丁美洲和中东/非洲在网路存取改善和企业数位转型的推动下显示出巨大的成长潜力。智慧城市计划和电子化政府作为多模态人工智慧的应用领域特别受关注，显示其适合应对区域挑战和增强公共服务。

FPNV定位矩阵

FPNV定位矩阵对于评估多模态Al市场供应商的市场定位至关重要。此矩阵提供了对供应商的全面评估，并检验了与业务策略和产品满意度相关的关键指标。这种详细的评估使用户能够根据自己的要求做出明智的决定。根据评估结果，供应商被分为代表其成功程度的四个像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市场占有率分析

市场占有率分析是一种综合工具，可对多模态人工智慧市场供应商的现状进行深入而详细的评估。透过仔细比较和分析供应商的贡献，您可以更深入地了解每个供应商的绩效以及他们在争夺市场占有率时面临的挑战。这些贡献包括整体收益、客户群和其他重要指标。此外，该分析还提供了对该领域竞争性质的宝贵见解，包括累积研究期、片段化优势和合併特征等因素。有了这些详细信息，供应商可以做出更明智的决策并製定有效的策略，以在市场竞争中保持领先地位。

策略分析与建议

策略分析对于寻求在全球市场站稳脚跟的组织至关重要。对目前在多模态人工智慧市场中的地位进行全面评估，使公司能够做出符合其长期愿望的明智决策。此关键评估涉及对组织的资源、能力和整体绩效进行彻底分析，以确定核心优势和需要改进的领域。

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
      • 产生的资料日益复杂，提高了各行业对安全性的需求。
      • 了解客户和资料资料优化业务的需求不断增长
    • 抑制因素
      • 开发多模态人工智慧模型相关的技术困难
    • 机会
      • 提高多模态人工智慧效能的技术进步
      • 在医疗保健应用中采用多模态人工智慧来分析患者资料和临床记录
    • 任务
      • 对资料隐私和资料安全漏洞的担忧
  • 市场区隔分析
    • 我们提供什么：用于资料驱动决策的全面多模态人工智慧解决方案
    • 资料模式：将资料模式整合到多模态人工智慧系统中可以实现更准确和更复杂的处理能力。
    • 技术：先进技术的协同效应不仅增强了人工智慧模仿人类感知的能力，而且将其适用性扩展到各个领域。
    • 产业：探索跨不同产业的多模态人工智慧，以实现高度个人化的体验
  • 市场扰动分析
  • 波特五力分析
  • 价值炼和关键路径分析
  • 价格分析
  • 技术分析
  • 专利分析
  • 贸易分析
  • 法规结构分析

第六章多模态人工智慧市场：透过提供

  • 服务
  • 解决方案

第七章多模态市场资料模式

  • 音讯的
  • 数值资料
  • 演讲
  • 句子

第八章多模态市场：依技术分类

  • 电脑视觉
  • 机器学习
  • 自然语言处理

第九章多模态市场：按类型

  • 概括
  • 推动力
  • 交互作用
  • 翻译的

第 10 章多模态市场：依组织规模

  • 大公司
  • 中小企业

第十一章多模态人工智慧市场：依产业分类

  • 车
  • 家用电器
  • 卫生保健
  • 零售与电子商务
  • 安全和监视

第十二章美洲多模态市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十三章亚太地区多模态市场

  • 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

第十四章欧洲、中东和非洲多模态市场

  • 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

第十五章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • Tempus 与百时美施贵宝之间的创新合作伙伴关係透过多模态人工智慧方法加速癌症研究
    • SeamlessM4T 简介：革命性的多语言和多模态人工智慧翻译技术
    • Runway 拨出 1.41 亿美元用于多模态AI 扩展和创新
  • 战略分析和建议

第16章竞争组合

  • 主要企业简介
  • 主要产品系列
Product Code: MRR-894699F5E309

[190 Pages Report] The Multimodal Al Market size was estimated at USD 1.63 billion in 2023 and expected to reach USD 1.88 billion in 2024, at a CAGR 16.10% to reach USD 4.64 billion by 2030.

Multimodal Artificial Intelligence (AI) represents a forefront of innovation, utilizing diverse inputs such as text, images, audio, and video to enrich machine comprehension and decision-making capabilities. This intersection of various data forms seeks to streamline user interaction across a spectrum of sectors, including autonomous driving, healthcare, and security. Advancements in deep learning and an increase in computational prowess have set the stage for the industry's rapid advancement, with businesses adopting these AI systems to enhance customer engagement and operational efficiency. Despite its market presence, multimodal AI contends with challenges such as data integration complexity and privacy concerns. Yet, these obstacles also offer opportunities for growth and refinement. The demand for sophisticated, contextually aware AI systems is projected to increase, fueling economic expansion in the sector. The market landscape is dotted with a range of key players from large multinational corporations to nimble startups, all contributing to a highly competitive environment. These players are continuously seeking to innovate and patent novel technologies to hold their standing or disrupt the market dynamics. Collaboration between academic institutions, research labs, and industry players has been instrumental in driving the pace of innovation to commercialize cutting-edge multimodal AI applications.

KEY MARKET STATISTICS
Base Year [2023] USD 1.63 billion
Estimated Year [2024] USD 1.88 billion
Forecast Year [2030] USD 4.64 billion
CAGR (%) 16.10%

Regional Insights

In the Americas, particularly the US, advanced technological infrastructure and strong investment in AI startups facilitate leadership in multimodal AI innovations. This region demonstrates keen adoption in healthcare, automotive, retail, and customer service sectors to improve processes and user engagement. Europe distinguishes itself with a focus on AI ethics and strict data protections under the GDPR. Nonetheless, industries such as finance and healthcare are progressively deploying multimodal technologies. The EU encourages AI advancement with an emphasis on ensuring its trustworthiness and transparency. Experiencing the swiftest growth, the Asia-Pacific region is propelled by rapid digitalization and an increasingly tech-savvy population. China, Japan, South Korea, and India lead the charge, with China aiming for global AI supremacy by 2030. Investments in this region reach beyond consumer electronics, innovating in urban development and manufacturing. Although in earlier stages, Latin America and the Middle East & Africa indicate significant growth potential, driven by increased internet accessibility and the digital transformation of businesses. Smart city projects and e-governance are particularly notable areas for multimodal AI application, indicating its suitability to address regional challenges and enhance public services.

Market Insights

  • Market Dynamics

The market dynamics represent an ever-changing landscape of the Multimodal Al Market by providing actionable insights into factors, including supply and demand levels. Accounting for these factors helps design strategies, make investments, and formulate developments to capitalize on future opportunities. In addition, these factors assist in avoiding potential pitfalls related to political, geographical, technical, social, and economic conditions, highlighting consumer behaviors and influencing manufacturing costs and purchasing decisions.

    • Market Drivers
      • Rising complexity of data generated and the need for security across various industries
      • Growing demand for understanding customer and sales data to optimize business operations
    • Market Restraints
      • Technical difficulties associated with the development of multimodal AI models
    • Market Opportunities
      • Technical advancements to improve the performance of multimodal AI
      • Adoption of multimodal AI in healthcare applications to analyze patient data and clinical notes
    • Market Challenges
      • Concerns associated with data privacy and data security breach
  • Market Segmentation Analysis
    • Offering: Comprehensive multimodal AI solutions used for data-driven decision making
    • Data Modality: Integrating data modalities within a multimodal AI system leads to more accurate, and sophisticated processing capabilities
    • Technology: Synergizing advanced technologies heightens the ability of AI to emulate human perception but also expands its applicability across diverse sectors
    • Vertical: Exploring multimodal AI across diverse verticals for highly individualized experiences
  • Market Disruption Analysis
  • Porter's Five Forces Analysis
  • Value Chain & Critical Path Analysis
  • Pricing Analysis
  • Technology Analysis
  • Patent Analysis
  • Trade Analysis
  • Regulatory Framework Analysis

FPNV Positioning Matrix

The FPNV positioning matrix is essential in evaluating the market positioning of the vendors in the Multimodal Al Market. This matrix offers a comprehensive assessment of vendors, examining critical metrics related to business strategy and product satisfaction. This in-depth assessment empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success, namely Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The market share analysis is a comprehensive tool that provides an insightful and in-depth assessment of the current state of vendors in the Multimodal Al Market. By meticulously comparing and analyzing vendor contributions, companies are offered a greater understanding of their performance and the challenges they face when competing for market share. These contributions include overall revenue, customer base, and other vital metrics. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With these illustrative details, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Recent Developments

Innovative Partnership between Tempus and Bristol Myers Squibb to Accelerate Cancer Research by Multimodal AI Approaches

Tempus announced a multi-year research collaboration with Bristol Myers Squibb. The two companies aim to work together to identify new cancer targets and validate them faster and with higher confidence using multimodal datasets and patient-derived disease models in specific cancer disease areas. By combining Tempus' multimodal data, biological modeling, and machine learning approaches with Bristol Myers Squibb's discovery expertise and research and development capabilities, the collaboration aims to improve the lives of patients battling cancer. [Published On: 2023-11-08]

Introducing SeamlessM4T: A Revolutionary Multilingual and Multimodal AI Translation Technology

Meta introduced SeamlessM4T, an all-in-one multimodal and multilingual AI translation model that allows people to communicate effortlessly through speech and text across different languages. SeamlessM4T supports speech recognition for nearly 100 languages, speech-to-text translation for nearly 100 input and output languages, text-to-text translation for nearly 100 languages, and text-to-speech translation supporting nearly 100 input languages and 35 (including English) output languages. [Published On: 2023-08-22]

Runway Secures USD 141 Million for Multi-Modal AI Expansion and Innovation

Runway announced it had raised a USD 141 million extension to its Series C from Google, NVIDIA, Salesforce Ventures, and other existing investors. The company will leverage the new financing to further expand and scale in-house research efforts to bring advanced multi-modal AI systems to end-users while building intuitive product experiences. [Published On: 2023-06-29]

Strategy Analysis & Recommendation

The strategic analysis is essential for organizations seeking a solid foothold in the global marketplace. Companies are better positioned to make informed decisions that align with their long-term aspirations by thoroughly evaluating their current standing in the Multimodal Al Market. This critical assessment involves a thorough analysis of the organization's resources, capabilities, and overall performance to identify its core strengths and areas for improvement.

Key Company Profiles

The report delves into recent significant developments in the Multimodal Al Market, highlighting leading vendors and their innovative profiles. These include Aimesoft, Amazon Web Services, Inc., Broadcom Inc., C3.ai, Inc., Cisco Systems, Inc., Emotech AI, Google LLC by Alphabet Inc., Habana Labs Ltd., Headroom, Inc., Intel Corporation, International Business Machines Corporation, Jina AI GmbH, Meta Platforms, Inc., Microsoft Corporation, Mobius Labs GmbH, NEC Corporation, Newsbridge SAS, NTT DATA Corporation, NVIDIA Corporation, OpenAI OpCo, LLC, Openstream Inc., Oracle Corporation, Owkin, Inc., Reka AI, Inc., Runway AI, Inc., Salesforce, Inc., SAP SE, SAS Institute Inc., Twelve Labs Inc., and Uniphore Technologies Inc..

Market Segmentation & Coverage

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

  • Offering
    • Services
    • Solutions
  • Data Modality
    • Audio
    • Numerical Data
    • Speech
    • Text
  • Technology
    • Computer Vision
    • Machine Learning
    • Natural Language Processing
  • Type
    • Explanatory
    • Generative
    • Interactive
    • Translative
  • Organization Size
    • Large Enterprises
    • Small & Medium Enterprises
  • Vertical
    • Automotive
    • Consumer Electronics
    • Healthcare
    • Retail & eCommerce
    • Security & Surveillance
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

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. Rising complexity of data generated and the need for security across various industries
      • 5.1.1.2. Growing demand for understanding customer and sales data to optimize business operations
    • 5.1.2. Restraints
      • 5.1.2.1. Technical difficulties associated with the development of multimodal AI models
    • 5.1.3. Opportunities
      • 5.1.3.1. Technical advancements to improve the performance of multimodal AI
      • 5.1.3.2. Adoption of multimodal AI in healthcare applications to analyze patient data and clinical notes
    • 5.1.4. Challenges
      • 5.1.4.1. Concerns associated with data privacy and data security breach
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Offering: Comprehensive multimodal AI solutions used for data-driven decision making
    • 5.2.2. Data Modality: Integrating data modalities within a multimodal AI system leads to more accurate, and sophisticated processing capabilities
    • 5.2.3. Technology: Synergizing advanced technologies heightens the ability of AI to emulate human perception but also expands its applicability across diverse sectors
    • 5.2.4. Vertical: Exploring multimodal AI across diverse verticals for highly individualized experiences
  • 5.3. Market Disruption Analysis
  • 5.4. Porter's Five Forces Analysis
    • 5.4.1. Threat of New Entrants
    • 5.4.2. Threat of Substitutes
    • 5.4.3. Bargaining Power of Customers
    • 5.4.4. Bargaining Power of Suppliers
    • 5.4.5. Industry Rivalry
  • 5.5. Value Chain & Critical Path Analysis
  • 5.6. Pricing Analysis
  • 5.7. Technology Analysis
  • 5.8. Patent Analysis
  • 5.9. Trade Analysis
  • 5.10. Regulatory Framework Analysis

6. Multimodal Al Market, by Offering

  • 6.1. Introduction
  • 6.2. Services
  • 6.3. Solutions

7. Multimodal Al Market, by Data Modality

  • 7.1. Introduction
  • 7.2. Audio
  • 7.3. Numerical Data
  • 7.4. Speech
  • 7.5. Text

8. Multimodal Al Market, by Technology

  • 8.1. Introduction
  • 8.2. Computer Vision
  • 8.3. Machine Learning
  • 8.4. Natural Language Processing

9. Multimodal Al Market, by Type

  • 9.1. Introduction
  • 9.2. Explanatory
  • 9.3. Generative
  • 9.4. Interactive
  • 9.5. Translative

10. Multimodal Al Market, by Organization Size

  • 10.1. Introduction
  • 10.2. Large Enterprises
  • 10.3. Small & Medium Enterprises

11. Multimodal Al Market, by Vertical

  • 11.1. Introduction
  • 11.2. Automotive
  • 11.3. Consumer Electronics
  • 11.4. Healthcare
  • 11.5. Retail & eCommerce
  • 11.6. Security & Surveillance

12. Americas Multimodal Al Market

  • 12.1. Introduction
  • 12.2. Argentina
  • 12.3. Brazil
  • 12.4. Canada
  • 12.5. Mexico
  • 12.6. United States

13. Asia-Pacific Multimodal Al Market

  • 13.1. Introduction
  • 13.2. Australia
  • 13.3. China
  • 13.4. India
  • 13.5. Indonesia
  • 13.6. Japan
  • 13.7. Malaysia
  • 13.8. Philippines
  • 13.9. Singapore
  • 13.10. South Korea
  • 13.11. Taiwan
  • 13.12. Thailand
  • 13.13. Vietnam

14. Europe, Middle East & Africa Multimodal Al Market

  • 14.1. Introduction
  • 14.2. Denmark
  • 14.3. Egypt
  • 14.4. Finland
  • 14.5. France
  • 14.6. Germany
  • 14.7. Israel
  • 14.8. Italy
  • 14.9. Netherlands
  • 14.10. Nigeria
  • 14.11. Norway
  • 14.12. Poland
  • 14.13. Qatar
  • 14.14. Russia
  • 14.15. Saudi Arabia
  • 14.16. South Africa
  • 14.17. Spain
  • 14.18. Sweden
  • 14.19. Switzerland
  • 14.20. Turkey
  • 14.21. United Arab Emirates
  • 14.22. United Kingdom

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2023
  • 15.2. FPNV Positioning Matrix, 2023
  • 15.3. Competitive Scenario Analysis
    • 15.3.1. Innovative Partnership between Tempus and Bristol Myers Squibb to Accelerate Cancer Research by Multimodal AI Approaches
    • 15.3.2. Introducing SeamlessM4T: A Revolutionary Multilingual and Multimodal AI Translation Technology
    • 15.3.3. Runway Secures USD 141 Million for Multi-Modal AI Expansion and Innovation
  • 15.4. Strategy Analysis & Recommendation

16. Competitive Portfolio

  • 16.1. Key Company Profiles
  • 16.2. Key Product Portfolio

LIST OF FIGURES

  • FIGURE 1. MULTIMODAL AL MARKET RESEARCH PROCESS
  • FIGURE 2. MULTIMODAL AL MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL MULTIMODAL AL MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL MULTIMODAL AL MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. GLOBAL MULTIMODAL AL MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. MULTIMODAL AL MARKET DYNAMICS
  • FIGURE 7. GLOBAL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 8. GLOBAL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2023 VS 2030 (%)
  • FIGURE 10. GLOBAL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 12. GLOBAL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. GLOBAL MULTIMODAL AL MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 14. GLOBAL MULTIMODAL AL MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. GLOBAL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
  • FIGURE 16. GLOBAL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. GLOBAL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
  • FIGURE 18. GLOBAL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 22. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 24. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 25. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 26. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 27. MULTIMODAL AL MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 28. MULTIMODAL AL MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. MULTIMODAL AL MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL MULTIMODAL AL MARKET SIZE, 2018-2023 (USD MILLION)
  • TABLE 4. GLOBAL MULTIMODAL AL MARKET SIZE, 2024-2030 (USD MILLION)
  • TABLE 5. GLOBAL MULTIMODAL AL MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 6. GLOBAL MULTIMODAL AL MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 7. GLOBAL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 8. GLOBAL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 9. GLOBAL MULTIMODAL AL MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 10. GLOBAL MULTIMODAL AL MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 11. GLOBAL MULTIMODAL AL MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 12. GLOBAL MULTIMODAL AL MARKET SIZE, BY SOLUTIONS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 13. GLOBAL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 14. GLOBAL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 15. GLOBAL MULTIMODAL AL MARKET SIZE, BY AUDIO, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 16. GLOBAL MULTIMODAL AL MARKET SIZE, BY AUDIO, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 17. GLOBAL MULTIMODAL AL MARKET SIZE, BY NUMERICAL DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 18. GLOBAL MULTIMODAL AL MARKET SIZE, BY NUMERICAL DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 19. GLOBAL MULTIMODAL AL MARKET SIZE, BY SPEECH, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 20. GLOBAL MULTIMODAL AL MARKET SIZE, BY SPEECH, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 21. GLOBAL MULTIMODAL AL MARKET SIZE, BY TEXT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 22. GLOBAL MULTIMODAL AL MARKET SIZE, BY TEXT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 23. GLOBAL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 24. GLOBAL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 25. GLOBAL MULTIMODAL AL MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 26. GLOBAL MULTIMODAL AL MARKET SIZE, BY COMPUTER VISION, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 27. GLOBAL MULTIMODAL AL MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 28. GLOBAL MULTIMODAL AL MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 29. GLOBAL MULTIMODAL AL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 30. GLOBAL MULTIMODAL AL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 31. GLOBAL MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 32. GLOBAL MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 33. GLOBAL MULTIMODAL AL MARKET SIZE, BY EXPLANATORY, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 34. GLOBAL MULTIMODAL AL MARKET SIZE, BY EXPLANATORY, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 35. GLOBAL MULTIMODAL AL MARKET SIZE, BY GENERATIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 36. GLOBAL MULTIMODAL AL MARKET SIZE, BY GENERATIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 37. GLOBAL MULTIMODAL AL MARKET SIZE, BY INTERACTIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 38. GLOBAL MULTIMODAL AL MARKET SIZE, BY INTERACTIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 39. GLOBAL MULTIMODAL AL MARKET SIZE, BY TRANSLATIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 40. GLOBAL MULTIMODAL AL MARKET SIZE, BY TRANSLATIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 41. GLOBAL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 42. GLOBAL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 43. GLOBAL MULTIMODAL AL MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 44. GLOBAL MULTIMODAL AL MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 45. GLOBAL MULTIMODAL AL MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 46. GLOBAL MULTIMODAL AL MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 47. GLOBAL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 48. GLOBAL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 49. GLOBAL MULTIMODAL AL MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 50. GLOBAL MULTIMODAL AL MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 51. GLOBAL MULTIMODAL AL MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 52. GLOBAL MULTIMODAL AL MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 53. GLOBAL MULTIMODAL AL MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 54. GLOBAL MULTIMODAL AL MARKET SIZE, BY HEALTHCARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 55. GLOBAL MULTIMODAL AL MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 56. GLOBAL MULTIMODAL AL MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 57. GLOBAL MULTIMODAL AL MARKET SIZE, BY SECURITY & SURVEILLANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 58. GLOBAL MULTIMODAL AL MARKET SIZE, BY SECURITY & SURVEILLANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 59. AMERICAS MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 60. AMERICAS MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 61. AMERICAS MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 62. AMERICAS MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 63. AMERICAS MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 64. AMERICAS MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 65. AMERICAS MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 66. AMERICAS MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 67. AMERICAS MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 68. AMERICAS MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 69. AMERICAS MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 70. AMERICAS MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 71. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 72. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 73. ARGENTINA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 74. ARGENTINA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 75. ARGENTINA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 76. ARGENTINA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 77. ARGENTINA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 78. ARGENTINA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 79. ARGENTINA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 80. ARGENTINA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 81. ARGENTINA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 82. ARGENTINA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 83. ARGENTINA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 84. ARGENTINA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 85. BRAZIL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 86. BRAZIL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 87. BRAZIL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 88. BRAZIL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 89. BRAZIL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 90. BRAZIL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 91. BRAZIL MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 92. BRAZIL MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 93. BRAZIL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 94. BRAZIL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 95. BRAZIL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 96. BRAZIL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 97. CANADA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 98. CANADA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 99. CANADA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 100. CANADA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 101. CANADA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 102. CANADA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 103. CANADA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 104. CANADA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 105. CANADA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 106. CANADA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 107. CANADA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 108. CANADA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 109. MEXICO MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 110. MEXICO MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 111. MEXICO MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 112. MEXICO MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 113. MEXICO MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 114. MEXICO MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 115. MEXICO MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 116. MEXICO MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 117. MEXICO MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 118. MEXICO MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 119. MEXICO MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 120. MEXICO MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 121. UNITED STATES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 122. UNITED STATES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 123. UNITED STATES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 124. UNITED STATES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 125. UNITED STATES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 126. UNITED STATES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 127. UNITED STATES MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 128. UNITED STATES MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 129. UNITED STATES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 130. UNITED STATES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 131. UNITED STATES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 132. UNITED STATES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 133. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
  • TABLE 134. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
  • TABLE 135. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 136. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 137. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 138. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 139. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 140. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 141. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 142. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 143. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 144. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 145. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 146. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 147. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 148. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 149. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 150. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 151. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 152. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 153. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 154. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 155. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 156. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 157. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 158. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 159. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 160. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 161. CHINA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 162. CHINA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 163. CHINA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 164. CHINA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 165. CHINA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 166. CHINA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 167. CHINA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 168. CHINA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 169. CHINA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 170. CHINA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 171. CHINA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 172. CHINA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 173. INDIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 174. INDIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 175. INDIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 176. INDIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 177. INDIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 178. INDIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 179. INDIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 180. INDIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 181. INDIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 182. INDIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 183. INDIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 184. INDIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 185. INDONESIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 186. INDONESIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 187. INDONESIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 188. INDONESIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 189. INDONESIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 190. INDONESIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 191. INDONESIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 192. INDONESIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 193. INDONESIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 194. INDONESIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 195. INDONESIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 196. INDONESIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 197. JAPAN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 198. JAPAN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 199. JAPAN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 200. JAPAN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 201. JAPAN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 202. JAPAN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 203. JAPAN MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 204. JAPAN MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 205. JAPAN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 206. JAPAN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 207. JAPAN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 208. JAPAN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 209. MALAYSIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 210. MALAYSIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 211. MALAYSIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 212. MALAYSIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 213. MALAYSIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 214. MALAYSIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 215. MALAYSIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 216. MALAYSIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 217. MALAYSIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 218. MALAYSIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 219. MALAYSIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 220. MALAYSIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 221. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 222. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 223. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 224. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 225. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 226. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 227. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 228. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 229. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 230. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 231. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 232. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 233. SINGAPORE MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 234. SINGAPORE MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 235. SINGAPORE MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 236. SINGAPORE MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 237. SINGAPORE MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 238. SINGAPORE MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 239. SINGAPORE MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 240. SINGAPORE MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 241. SINGAPORE MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 242. SINGAPORE MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 243. SINGAPORE MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 244. SINGAPORE MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 245. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 246. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 247. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 248. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 249. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 250. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 251. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 252. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 253. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 254. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 255. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 256. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 257. TAIWAN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 258. TAIWAN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 259. TAIWAN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 260. TAIWAN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 261. TAIWAN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 262. TAIWAN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 263. TAIWAN MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 264. TAIWAN MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 265. TAIWAN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 266. TAIWAN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 267. TAIWAN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 268. TAIWAN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 269. THAILAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 270. THAILAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 271. THAILAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 272. THAILAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 273. THAILAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 274. THAILAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 275. THAILAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 276. THAILAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 277. THAILAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 278. THAILAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 279. THAILAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 280. THAILAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 281. VIETNAM MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 282. VIETNAM MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 283. VIETNAM MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 284. VIETNAM MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 285. VIETNAM MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 286. VIETNAM MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 287. VIETNAM MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 288. VIETNAM MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 289. VIETNAM MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 290. VIETNAM MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 291. VIETNAM MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 292. VIETNAM MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 293. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 294. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 295. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 296. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 297. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 298. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 299. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 300. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 301. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 302. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 303. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 304. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 305. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 306. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 307. DENMARK MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 308. DENMARK MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 309. DENMARK MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 310. DENMARK MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 311. DENMARK MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 312. DENMARK MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 313. DENMARK MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 314. DENMARK MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 315. DENMARK MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 316. DENMARK MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 317. DENMARK MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 318. DENMARK MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 319. EGYPT MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 320. EGYPT MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 321. EGYPT MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 322. EGYPT MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 323. EGYPT MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 324. EGYPT MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 325. EGYPT MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 326. EGYPT MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 327. EGYPT MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 328. EGYPT MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 329. EGYPT MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 330. EGYPT MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 331. FINLAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 332. FINLAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 333. FINLAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 334. FINLAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 335. FINLAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 336. FINLAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 337. FINLAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 338. FINLAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 339. FINLAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 340. FINLAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 341. FINLAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 342. FINLAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 343. FRANCE MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 344. FRANCE MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 345. FRANCE MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 346. FRANCE MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 347. FRANCE MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 348. FRANCE MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 349. FRANCE MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 350. FRANCE MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 351. FRANCE MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 352. FRANCE MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 353. FRANCE MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 354. FRANCE MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 355. GERMANY MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 356. GERMANY MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 357. GERMANY MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 358. GERMANY MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 359. GERMANY MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 360. GERMANY MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 361. GERMANY MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 362. GERMANY MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 363. GERMANY MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 364. GERMANY MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • TABLE 365. GERMANY MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
  • TABLE 366. GERMANY MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
  • TABLE 367. ISRAEL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 368. ISRAEL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 369. ISRAEL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2023 (USD MILLION)
  • TABLE 370. ISRAEL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2024-2030 (USD MILLION)
  • TABLE 371. ISRAEL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 372. ISRAEL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 373. ISRAEL MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 374. ISRAEL MULTIMODAL AL MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 375. ISRAEL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
  • TABLE 376. ISRAEL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2024-2030 (USD MIL