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1787198

全球多模態人工智慧市場

Multimodal Artificial Intelligence
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 214 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

預計到 2030 年，全球多模態人工智慧市場規模將達到 110 億美元

全球多模態人工智慧市場規模預計在2024年為20億美元，到2030年將達到110億美元，2024年至2030年的複合年成長率為33.2%。多模態人工智慧軟體是本報告分析的細分市場之一，預計其複合年成長率將達到29.7%，到分析期結束時規模將達到67億美元。多模態人工智慧服務細分市場在分析期間的複合年成長率預計將達到40.4%。

美國市場規模估計為 5.165 億美元，中國市場預計複合年成長率為 31.7%

美國多模態人工智慧市場規模預計在2024年達到5.165億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到17億美元，在2024-2030年的分析期間內，複合年成長率為31.7%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為29.8%和29.1%。在歐洲，預計德國市場的複合年成長率約為23.4%。

全球多模態人工智慧市場—主要趨勢與促進因素摘要

多模態人工智慧將如何改變人工智慧？

多模態人工智慧 (AI) 正在徹底改變 AI 格局，它使系統能夠處理和整合多種資料來源，包括文字、語音、影像、視訊和感測器輸入。與依賴單一類型資料的單一模式AI 模型不同，多模態AI 透過合成多種資訊流來增強機器理解能力，使 AI 系統更具適應性、更智慧，並具備類似人類的感知能力。這項進步在自動駕駛汽車、醫療診斷和人機互動等應用中尤其重要，在這些應用中，結合多種感官輸入可以提高準確性並改善決策。基於 Transformer 的模型和卷積類神經網路等深度學習架構的快速發展顯著提高了多模態AI 系統的效率。多模態學習在自然語言處理 (NLP)、電腦視覺和機器人技術中的應用正在重塑產業格局，因為它支援更複雜的 AI 應用。隨著企業紛紛擁抱 AI主導的自動化，多模態AI 將成為下一代智慧型系統的關鍵推動者，增強情境理解，減少偏差，並提高跨多個領域的適應性。

技術創新將在多模態人工智慧的發展中發揮什麼作用？

多模態人工智慧的廣泛應用很大程度上得益於深度學習、邊緣運算和神經網路架構創新所帶來的技術進步。自監督學習模型的發展減少了對大型標註資料集的需求，使人工智慧系統能夠從海量非結構化資料中學習。多模態人工智慧也受益於翻譯模型的興起，例如 OpenAI 的 GPT 和谷歌的 BERT，它們可以同時處理文字、語音和圖像資料。此外，邊緣人工智慧透過支援設備端推理、降低延遲和增強資料隱私，增強了即時多模態處理能力。多模態人工智慧與擴增實境(AR) 和虛擬實境 (VR) 的融合正在徹底改變使用者體驗，尤其是在遊戲、零售和訓練模擬領域。此外，人工智慧驅動的多模態生物識別在安全性和身份驗證應用中越來越受歡迎。隨著運算能力和人工智慧框架的不斷發展，多模態人工智慧有望在醫療保健、金融和智慧城市等眾多產業中實現突破性創新。

市場趨勢和產業採用如何影響多模態人工智慧？

多模態人工智慧的應用受到強調個人化、自動化和即時決策的行業趨勢的推動。隨著聊天機器人和虛擬助理整合文字、語音和影像識別功能以實現更自然的互動，越來越多的公司正在利用人工智慧來改善客戶體驗。在醫療保健領域，多模態人工智慧在診斷中發揮關鍵作用，它結合醫學影像、病歷和臨床記錄來改善疾病檢測和治療計劃。包括自動駕駛汽車和機器人在內的自主系統依靠多模態人工智慧透過視覺、雷達和LiDAR數據來解讀複雜環境。金融部門也採用多模態人工智慧進行詐欺偵測和風險評估，利用交易模式、語音認證和行為分析。同時，內容推薦引擎（尤其是在串流媒體服務和電子商務中）正在使用多模態人工智慧來分析跨多個資料來源的使用者行為和偏好。對類人人工智慧互動和智慧自動化的日益成長的需求正在加速多模態人工智慧的應用，使其成為跨行業數位轉型的關鍵驅動力。

推動多模態人工智慧市場成長要素有哪些？

全球多模態人工智慧市場的成長受到多種因素的推動，包括對人工智慧自動化日益成長的需求、物聯網設備的普及以及運算能力的進步。多樣化資料集的可用性使人工智慧系統能夠從多模態資訊中學習，從而提高準確性和穩健性。科技巨頭和新興企業加大對人工智慧研發的投資，也刺激了多模態人工智慧應用的創新。 5G 網路的擴展進一步加速了即時多模態解決方案的部署，特別是在邊緣運算和智慧基礎設施領域。法規遵循和人工智慧道德考量正在塑造市場動態，公司在人工智慧主導的決策中優先考慮透明度、公平性和課責。此外，個人化醫療、自動駕駛汽車和互動式人工智慧系統對多模態人工智慧的需求正在為市場擴張創造新的機會。隨著人工智慧的不斷發展，多模態智慧有望重新定義人機交互，使系統更加直覺、具有情境感知能力，並能夠更全面地理解世界。

部分

組件類型（多模態AI 軟體、多模態AI 服務）；資料模態類型（文字資料、影像資料、語音/音訊資料、影片/音訊資料）；組織規模（大型企業、中小型企業）；最終使用者（媒體/娛樂最終使用者、BFSI 最終用戶、IT/通訊使用者、醫療保健最終用戶、汽車/運輸最終用戶、遊戲最終用戶、其他最終用戶、最終使用者、醫療保健最終用戶、汽車/運輸最終用戶、遊戲最終用戶、其他最終用戶、醫療保健最終用戶、汽車/運輸最終用戶、遊戲最終用戶、

受訪公司範例

  • Adept AI Labs
  • Aleph Alpha
  • Alibaba Group
  • Amazon Web Services（AWS）
  • Anthropic
  • Apple Inc.
  • Baidu, Inc.
  • Google DeepMind
  • Hugging Face
  • Hume AI
  • IBM Corporation
  • Meta Platforms, Inc.
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI
  • Reka AI
  • Runway ML
  • Synthesia
  • Tencent Holdings Ltd.
  • Twelve Labs

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 沒有查詢通用的 LLM 或特定產業的SLM，而是建立了一個從世界各地的專家收集的內容庫，其中包括影片錄像、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 比賽

簡介目錄
Product Code: MCP32252

Global Multimodal Artificial Intelligence Market to Reach US$11.0 Billion by 2030

The global market for Multimodal Artificial Intelligence estimated at US$2.0 Billion in the year 2024, is expected to reach US$11.0 Billion by 2030, growing at a CAGR of 33.2% over the analysis period 2024-2030. Multimodal Artificial Intelligence Software, one of the segments analyzed in the report, is expected to record a 29.7% CAGR and reach US$6.7 Billion by the end of the analysis period. Growth in the Multimodal Artificial Intelligence Service segment is estimated at 40.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$516.5 Million While China is Forecast to Grow at 31.7% CAGR

The Multimodal Artificial Intelligence market in the U.S. is estimated at US$516.5 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$1.7 Billion by the year 2030 trailing a CAGR of 31.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 29.8% and 29.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 23.4% CAGR.

Global Multimodal Artificial Intelligence Market - Key Trends & Drivers Summarized

How Is Multimodal Artificial Intelligence Transforming the AI Landscape?

Multimodal artificial intelligence (AI) is revolutionizing the AI landscape by enabling systems to process and integrate multiple data sources, including text, speech, images, video, and sensor inputs. Unlike unimodal AI models that rely on a single type of data, multimodal AI enhances machine understanding by synthesizing diverse information streams, making AI systems more adaptable, intelligent, and capable of human-like perception. This advancement is particularly critical in applications such as autonomous vehicles, healthcare diagnostics, and human-computer interaction, where combining multiple sensory inputs leads to higher accuracy and improved decision-making. The rapid evolution of deep learning architectures, such as transformer-based models and convolutional neural networks, has significantly improved the efficiency of multimodal AI systems. The adoption of multimodal learning in natural language processing (NLP), computer vision, and robotics is reshaping industries by enabling more sophisticated AI applications. As organizations embrace AI-driven automation, multimodal AI is set to become a key enabler of next-generation intelligent systems, providing enhanced contextual understanding, reduced bias, and improved adaptability across multiple domains.

What Role Do Technological Innovations Play in the Growth of Multimodal AI?

Technological advancements have been instrumental in the widespread adoption of multimodal AI, with innovations in deep learning, edge computing, and neural network architectures driving progress. The development of self-supervised learning models has reduced the need for extensive labeled datasets, allowing AI systems to learn from vast amounts of unstructured data. Multimodal AI is also benefiting from the rise of transformer models, such as OpenAI's GPT and Google's BERT, which can process text, audio, and image data simultaneously. Additionally, edge AI is enhancing real-time multimodal processing by enabling on-device inference, reducing latency, and improving data privacy. The integration of multimodal AI with augmented reality (AR) and virtual reality (VR) is revolutionizing user experiences, particularly in gaming, retail, and training simulations. Furthermore, AI-driven multimodal biometric authentication is gaining traction in security and identity verification applications. As computing power and AI frameworks continue to advance, multimodal AI is poised to deliver groundbreaking innovations across a broad range of industries, including healthcare, finance, and smart cities.

How Are Market Trends and Industry Adoption Shaping Multimodal AI?

The adoption of multimodal AI is being driven by industry trends that emphasize personalization, automation, and real-time decision-making. Businesses are increasingly leveraging AI to enhance customer experiences, with chatbots and virtual assistants integrating text, voice, and image recognition for more natural interactions. In healthcare, multimodal AI is playing a crucial role in diagnostics, where it combines medical imaging, patient history, and clinical notes to improve disease detection and treatment planning. Autonomous systems, including self-driving cars and robotics, rely on multimodal AI to interpret complex environments using vision, radar, and LiDAR data. The financial sector is also embracing multimodal AI for fraud detection and risk assessment, leveraging transactional patterns, voice authentication, and behavioral analytics. Meanwhile, content recommendation engines, particularly in streaming services and e-commerce, use multimodal AI to analyze user behavior and preferences across multiple data sources. The increasing demand for human-like AI interactions and intelligent automation is accelerating the adoption of multimodal AI, positioning it as a key driver of digital transformation across industries.

What Are the Key Growth Drivers Fueling the Multimodal AI Market?

The growth in the global multimodal AI market is driven by several factors, including the rising demand for AI-powered automation, the proliferation of IoT devices, and advancements in computational power. The increasing availability of diverse datasets has enabled AI systems to train on multimodal information, enhancing their accuracy and robustness. The growing investment in AI research and development by technology giants and startups is also fueling innovation in multimodal AI applications. The expansion of 5G networks has further accelerated the deployment of real-time multimodal AI solutions, particularly in edge computing and smart infrastructure. Regulatory compliance and ethical AI considerations are shaping market dynamics, with businesses prioritizing transparency, fairness, and accountability in AI-driven decision-making. Additionally, the demand for multimodal AI in personalized healthcare, autonomous vehicles, and interactive AI systems is creating new opportunities for market expansion. As AI continues to evolve, multimodal intelligence is expected to redefine human-AI interactions, making systems more intuitive, context-aware, and capable of understanding the world in a more holistic manner.

SCOPE OF STUDY:

The report analyzes the Multimodal Artificial Intelligence market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component Type (Multimodal Artificial Intelligence Software, Multimodal Artificial Intelligence Service); Data Modality Type (Text Data, Image Data, Speech & Voice Data, Video & Audio Data); Organization Size (Large Enterprises, SMEs); End-Use (Media & Entertainment End-Use, BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 44 Featured) -

  • Adept AI Labs
  • Aleph Alpha
  • Alibaba Group
  • Amazon Web Services (AWS)
  • Anthropic
  • Apple Inc.
  • Baidu, Inc.
  • Google DeepMind
  • Hugging Face
  • Hume AI
  • IBM Corporation
  • Meta Platforms, Inc.
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI
  • Reka AI
  • Runway ML
  • Synthesia
  • Tencent Holdings Ltd.
  • Twelve Labs

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Multimodal Artificial Intelligence - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Increasing Demand for Unified AI Systems Drives Growth in the Multimodal Artificial Intelligence Market
    • Surge in Data Availability and Integration Spells Growth for Multimodal AI in Cross-industry Applications
    • Advancements in Deep Learning and Neural Networks Propel Innovation in Multimodal AI Systems
    • The Shift Toward Automation in Various Industries Expands Market Opportunities for Multimodal AI Solutions
    • The Rise of Smart Cities and IoT Integration Strengthens the Case for Multimodal AI to Manage Complex Urban Systems
    • Growing Use of Multimodal AI in Healthcare for Diagnostics and Personalized Medicine Drives Market Expansion
    • Increased Focus on Autonomous Systems in Automotive and Transportation Industries Accelerates Demand for Multimodal AI Solutions
    • Rising Adoption of AI-powered Customer Service Platforms Expands the Market for Multimodal AI in Retail and E-commerce
    • The Need for Enhanced Security and Fraud Detection in Financial Services Drives Adoption of Multimodal AI Solutions
    • Regulatory Support for AI Development and Ethical Standards Expands Opportunities for Multimodal AI Technology
    • The Emergence of Natural Language Processing and Computer Vision Capabilities Drives the Growth of Multimodal AI Solutions
    • The Shift Toward Personalized Consumer Experiences in Marketing Drives Demand for Multimodal AI Platforms
    • The Growing Popularity of Voice and Visual Assistants Drives Adoption of Multimodal AI in Consumer Devices
    • Increasing Investment in AI Research and Development Strengthens Business Cases for Multimodal AI Innovations
    • Expansion of AI and Machine Learning Research in Academia Drives New Innovations and Applications for Multimodal AI
    • Integration of Multimodal AI with Edge Computing Enhances Real-time Decision-making and Drives Market Demand
    • The Need for Data-driven Insights in Industry 4.0 Applications Accelerates the Adoption of Multimodal AI
    • Rising Consumer Expectations for Seamless and Intuitive User Experiences Drives Adoption of Multimodal AI in Mobile Applications
    • Growing Concerns Around AI Bias and Ethical Challenges Prompts Innovation in Fair and Transparent Multimodal AI Models
    • The Increasing Use of Multimodal AI in Supply Chain and Logistics Optimization Expands Market Opportunities in Operations Management
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Multimodal Artificial Intelligence Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Multimodal Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Multimodal Artificial Intelligence Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence Service by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Multimodal Artificial Intelligence Service by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for BFSI End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for IT & Telecommunication End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for IT & Telecommunication End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Automotive & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Automotive & Transportation End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Gaming End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Gaming End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Media & Entertainment End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Media & Entertainment End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Text Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Text Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Image Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Image Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Speech & Voice Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Speech & Voice Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Video & Audio Data by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Video & Audio Data by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 34: USA Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 40: USA Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: USA 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • CANADA
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Canada 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • JAPAN
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Japan 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • CHINA
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 58: China Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 64: China Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: China 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • EUROPE
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Multimodal Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Europe 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • FRANCE
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 76: France Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 82: France Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: France 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • GERMANY
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 90: Germany Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Germany 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • ITALY
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Italy 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • UNITED KINGDOM
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 100: UK Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 104: UK Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 106: UK Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 107: UK 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Rest of Europe 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Multimodal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Component Type - Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Multimodal Artificial Intelligence by Component Type - Percentage Breakdown of Value Sales for Multimodal Artificial Intelligence Software and Multimodal Artificial Intelligence Service for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by End-Use - BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Multimodal Artificial Intelligence by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, IT & Telecommunication End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Gaming End-Use, Other End-Uses and Media & Entertainment End-Use for the Years 2025 & 2030
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Data Modality Type - Text Data, Image Data, Speech & Voice Data and Video & Audio Data - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Multimodal Artificial Intelligence by Data Modality Type - Percentage Breakdown of Value Sales for Text Data, Image Data, Speech & Voice Data and Video & Audio Data for the Years 2025 & 2030
    • TABLE 130: Rest of World Recent Past, Current & Future Analysis for Multimodal Artificial Intelligence by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 131: Rest of World 6-Year Perspective for Multimodal Artificial Intelligence by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030

IV. COMPETITION