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1500355

多模態人工智慧市場：按產品、按資料模式、按技術、按類型、按組織規模、按產業 - 2024-2030 年全球預測

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個工作天內

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預計2023年多模態人工智慧市場規模為16.3億美元，預計2024年將達18.8億美元，2030年將達46.4億美元，複合年成長率為16.10%。

多模態人工智慧（AI）處於技術創新的前沿，利用文字、圖像、音訊和影片等多種輸入來提高機器的理解和決策能力。透過交叉各種資料，我們試圖簡化與自動駕駛、醫療保健和安全等各領域的使用者之間的互動。深度學習的進步和運算能力的增強為該行業的快速發展奠定了基礎，公司採用這些人工智慧系統來提高客戶參與和業務效率。儘管多模態人工智慧已出現在市場上，但它仍面臨著資料整合複雜性和隱私問題等挑戰。但這些障礙也提供了成長和改進的機會。對先進的情境感知人工智慧系統的需求預計將增加，從而刺激該行業的經濟擴張。市場格局中散佈著各種主要參與者，從大型跨國公司到靈活的新興企業，所有這些都促成了高度競爭的環境。這些參與者不斷尋求創新技術並申請專利，以維持其市場地位或擾亂市場動態。學術機構、研究機構和產業參與者之間的合作正在幫助加快前沿多模態人工智慧應用商業化的創新步伐。

主要市場統計
基準年[2023] 16.3億美元
預測年份 [2024] 18.8億美元
預測年份 [2030] 46.4億美元
複合年成長率（%） 16.10%

區域洞察

在美洲，特別是在美國，先進的技術基礎設施和對人工智慧新興企業的大力投資正在推動多模態人工智慧創新的領導地位。該地區正在積極採用該技術來改善醫療保健、汽車、零售和客戶服務領域的流程和用戶參與。歐洲的特點是注重人工智慧道德和 GDPR 下嚴格的資料保護。儘管如此，金融和醫療保健等行業擴大採用多模態技術。歐盟鼓勵人工智慧的進步，重點是確保其可信度和透明度。在快速數位化和不斷成長的精通技術的人口的推動下，亞太地區是成長最快的地區。中國、日本、韓國和印度處於領先地位，中國的目標是到 2030 年在人工智慧領域佔據世界主導地位。該地區的投資範圍從消費性電子產品延伸到城市發展和製造業。儘管處於早期階段，拉丁美洲和中東/非洲在網路存取改善和企業數位轉型的推動下顯示出巨大的成長潛力。智慧城市計劃和電子化政府作為多模態人工智慧的應用領域特別受關注，顯示其適合應對區域挑戰和增強公共服務。

FPNV定位矩陣

FPNV定位矩陣對於評估多模態Al市場供應商的市場定位至關重要。此矩陣提供了對供應商的全面評估，並檢驗了與業務策略和產品滿意度相關的關鍵指標。這種詳細的評估使用戶能夠根據自己的要求做出明智的決定。根據評估結果，供應商被分為代表其成功程度的四個像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市場佔有率分析

市場佔有率分析是一種綜合工具，可對多模態人工智慧市場供應商的現狀進行深入而詳細的評估。透過仔細比較和分析供應商的貢獻，您可以更深入地了解每個供應商的績效以及他們在爭奪市場佔有率時面臨的挑戰。這些貢獻包括整體收益、客戶群和其他重要指標。此外，該分析還提供了對該領域競爭性質的寶貴見解，包括累積研究期、片段化優勢和合併特徵等因素。有了這些詳細資訊，供應商可以做出更明智的決策並製定有效的策略，以在市場競爭中保持領先地位。

策略分析與建議

策略分析對於尋求在全球市場站穩腳跟的組織至關重要。對目前在多模態人工智慧市場中的地位進行全面評估，使公司能夠做出符合其長期願望的明智決策。此關鍵評估涉及對組織的資源、能力和整體績效進行徹底分析，以確定核心優勢和需要改進的領域。

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 產生的資料日益複雜，提高了各行業對安全性的需求。
      • 了解客戶和資料資料最佳化業務的需求不斷成長
    • 抑制因素
      • 開發多模態人工智慧模型相關的技術困難
    • 機會
      • 提高多模態人工智慧效能的技術進步
      • 在醫療保健應用中採用多模態人工智慧來分析患者資料和臨床記錄
    • 任務
      • 對資料隱私和資料安全漏洞的擔憂
  • 市場區隔分析
    • 我們提供什麼：用於資料驅動決策的全面多模態人工智慧解決方案
    • 資料模式：將資料模式整合到多模態人工智慧系統中可以實現更準確和更複雜的處理能力。
    • 技術：先進技術的協同效應不僅增強了人工智慧模仿人類感知的能力，而且將其適用性擴展到各個領域。
    • 產業：探索跨不同產業的多模態人工智慧，以實現高度個人化的體驗
  • 市場擾動分析
  • 波特五力分析
  • 價值鍊和關鍵路徑分析
  • 價格分析
  • 技術分析
  • 專利分析
  • 貿易分析
  • 法規結構分析

第6章多模態人工智慧市場：透過提供

  • 服務
  • 解決方案

第7章多模態市場資料模式

  • 音訊的
  • 數值資料
  • 演講
  • 句子

第8章多模態市場：依技術分類

  • 電腦視覺
  • 機器學習
  • 自然語言處理

第9章多模態市場：按類型

  • 概括
  • 推動力
  • 交互作用
  • 翻譯的

第 10 章多模態市場：依組織規模

  • 主要企業
  • 中小企業

第11章多模態人工智慧市場：依產業分類

  • 車
  • 家用電器
  • 衛生保健
  • 零售與電子商務
  • 安全和監視

第12章美洲多模態市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第13章亞太地區多模態市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第14章歐洲、中東和非洲多模態市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第15章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • Tempus 與百時美施貴寶之間的創新合作夥伴關係透過多模態人工智慧方法加速癌症研究
    • SeamlessM4T 簡介：革命性的多語言和多模態人工智慧翻譯技術
    • Runway 撥出 1.41 億美元用於多模態AI 擴展和創新
  • 戰略分析和建議

第16章競爭組合

  • 主要企業簡介
  • 主要產品系列
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