查看购物车
  • Traditional Chinese
  • English
  • Japanese
封面
市场调查报告书
商品编码
1787198

全球多模态人工智慧市场

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个工作天内

价格

※ 本网页内容可能与最新版本有所差异。详细情况请与我们联繫。

简介目录

预计到 2030 年，全球多模态人工智慧市场规模将达到 110 亿美元

全球多模态人工智慧市场规模预计在2024年为20亿美元，到2030年将达到110亿美元，2024年至2030年的复合年增长率为33.2%。多模态人工智慧软体是本报告分析的细分市场之一，预计其复合年增长率将达到29.7%，到分析期结束时规模将达到67亿美元。多模态人工智慧服务细分市场在分析期间的复合年增长率预计将达到40.4%。

美国市场规模估计为 5.165 亿美元，中国市场预计复合年增长率为 31.7%

美国多模态人工智慧市场规模预计在2024年达到5.165亿美元。作为世界第二大经济体，中国预计到2030年市场规模将达到17亿美元，在2024-2030年的分析期间内，复合年增长率为31.7%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为29.8%和29.1%。在欧洲，预计德国市场的复合年增长率约为23.4%。

全球多模态人工智慧市场—主要趋势与驱动因素摘要

多模态人工智慧将如何改变人工智慧？

多模态人工智慧 (AI) 正在彻底改变 AI 格局，它使系统能够处理和整合多种资料来源，包括文字、语音、影像、视讯和感测器输入。与依赖单一类型资料的单一模式AI 模型不同，多模态AI 透过合成多种资讯流来增强机器理解能力，使 AI 系统更具适应性、更智能，并具备类似人类的感知能力。这项进步在自动驾驶汽车、医疗诊断和人机互动等应用中尤其重要，在这些应用中，结合多种感官输入可以提高准确性并改善决策。基于 Transformer 的模型和卷积类神经网路等深度学习架构的快速发展显着提高了多模态AI 系统的效率。多模态学习在自然语言处理 (NLP)、电脑视觉和机器人技术中的应用正在重塑产业格局，因为它支援更复杂的 AI 应用。随着企业纷纷拥抱 AI主导的自动化，多模态AI 将成为下一代智慧型系统的关键推动者，增强情境理解，减少偏差，并提高跨多个领域的适应性。

技术创新将在多模态人工智慧的发展中发挥什么作用？

多模态人工智慧的广泛应用很大程度上得益于深度学习、边缘运算和神经网路架构创新所带来的技术进步。自监督学习模型的发展减少了对大型标註资料集的需求，使人工智慧系统能够从海量非结构化资料中学习。多模态人工智慧也受益于翻译模型的兴起，例如 OpenAI 的 GPT 和谷歌的 BERT，它们可以同时处理文字、语音和图像资料。此外，边缘人工智慧透过支援设备端推理、降低延迟和增强资料隐私，增强了即时多模态处理能力。多模态人工智慧与扩增实境(AR) 和虚拟实境 (VR) 的融合正在彻底改变使用者体验，尤其是在游戏、零售和训练模拟领域。此外，人工智慧驱动的多模态生物识别在安全性和身份验证应用中越来越受欢迎。随着运算能力和人工智慧框架的不断发展，多模态人工智慧有望在医疗保健、金融和智慧城市等众多产业中实现突破性创新。

市场趋势和产业采用如何影响多模态人工智慧？

多模态人工智慧的应用受到强调个人化、自动化和即时决策的行业趋势的推动。随着聊天机器人和虚拟助理整合文字、语音和影像识别功能以实现更自然的互动，越来越多的公司正在利用人工智慧来改善客户体验。在医疗保健领域，多模态人工智慧在诊断中发挥关键作用，它结合医学影像、病历和临床记录来改善疾病检测和治疗计划。包括自动驾驶汽车和机器人在内的自主系统依靠多模态人工智慧透过视觉、雷达和光达数据来解读复杂环境。金融部门也采用多模态人工智慧进行诈欺侦测和风险评估，利用交易模式、语音认证和行为分析。同时，内容推荐引擎（尤其是在串流媒体服务和电子商务中）正在使用多模态人工智慧来分析跨多个资料来源的使用者行为和偏好。对类人人工智慧互动和智慧自动化的日益增长的需求正在加速多模态人工智慧的应用，使其成为跨行业数位转型的关键驱动力。

推动多模态人工智慧市场成长要素有哪些？

全球多模态人工智慧市场的成长受到多种因素的推动，包括对人工智慧自动化日益增长的需求、物联网设备的普及以及运算能力的进步。多样化资料集的可用性使人工智慧系统能够从多模态资讯中学习，从而提高准确性和稳健性。科技巨头和新兴企业加大对人工智慧研发的投资，也刺激了多模态人工智慧应用的创新。 5G 网路的扩展进一步加速了即时多模态解决方案的部署，特别是在边缘运算和智慧基础设施领域。法规遵循和人工智慧道德考量正在塑造市场动态，公司在人工智慧主导的决策中优先考虑透明度、公平性和课责。此外，个人化医疗、自动驾驶汽车和互动式人工智慧系统对多模态人工智慧的需求正在为市场扩张创造新的机会。随着人工智慧的不断发展，多模态智慧有望重新定义人机交互，使系统更加直观、具有情境感知能力，并能够更全面地理解世界。

部分

组件类型（多模态AI 软体、多模态AI 服务）；资料模态类型（文字资料、影像资料、语音/音讯资料、影片/音讯资料）；组织规模（大型企业、中小型企业）；最终使用者（媒体/娱乐最终使用者、BFSI 最终用户、IT/通讯使用者、医疗保健最终用户、汽车/运输最终用户、游戏最终用户、其他最终用户、最终使用者、医疗保健最终用户、汽车/运输最终用户、游戏最终用户、其他最终用户、医疗保健最终用户、汽车/运输最终用户、游戏最终用户、

受访公司范例

  • 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

人工智慧集成

全球产业分析师利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global Industry Analysts 没有查询通用的 LLM 或特定产业的SLM，而是建立了一个从世界各地的专家收集的内容库，其中包括视频录像、博客、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口（成品和原始设备製造商）情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手，包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 比赛

简介目录
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