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Artificial Intelligence

PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1787198

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1787198

Multimodal Artificial Intelligence

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Table of Contents

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.

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Product Code: MCP32252

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

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