マルチモーダルAIの市場規模、シェア、動向分析レポート：コンポーネント別、データモダリティ別、最終用途別、企業規模別、地域別、セグメント予測、2025年～2030年

マルチモーダルAI市場の動向と成長

Grand View Research, Inc.の最新レポートによると、世界のマルチモーダルAI市場規模は2030年に108億9,000万米ドルに達すると推定され、2025年から2030年にかけて36.8%のCAGRで成長すると予測されています。画像、テキスト、音声、ビデオなど様々なタイプのデータのデジタル化が進むにつれ、これらの様々なソースから意味のある洞察を処理し抽出することができる高度な技術に対する需要が生じています。複数のモダリティを同時に理解・分析する能力を持つマルチモーダル人工知能（AI）AIは、このニーズに対応し、多くの産業での採用を後押ししています。さらに、自律走行車、バーチャルアシスタント、拡張現実などのデータが豊富なアプリケーションの普及が進んでいるため、マルチモーダルAIソリューションに新たな展望が生まれています。これらのアプリケーションでは、複雑なデータ入力を完全に理解する必要があり、マルチモーダルAIの特筆すべき強みとなっています。

ヘルスケアにおけるマルチモーダルAIアプリケーションは、医療画像解析の強化、疾病診断、個別化された治療計画の開発を通じて、変革的な利点をもたらします。医療画像を患者記録や遺伝子データと統合することで、ヘルスケアプロバイダーは個々の患者の健康状態をより正確に把握できるようになり、カスタマイズされた治療計画の作成が容易になります。その結果、患者の転帰が改善され、ヘルスケア分野の業務効率が向上します。2023年11月、Tempus Labs, Inc.は、ブリストル・マイヤーズスクイブ社との複数年にわたる戦略的研究提携を発表しました。この提携は、マルチモーダルデータセット、計算手法、患者由来の疾患モデルを活用することで、特定のがん疾患領域における新規ターゲットの同定と検証を加速し、より迅速で確実な検証プロセスを実現することを目的としています。

マルチモーダルAIは、クラウド・インフラでアクセス可能な多様なデータタイプと計算リソースの能力を活用します。クラウド展開において、マルチモーダルAIシステムはコンピューティングリソースとリモートサーバーを活用し、様々なソースからのデータを同時に処理・分析します。このアプローチでは、画像、テキスト、音声、ビデオなどのさまざまなデータモダリティを、集中化されたクラウド環境内でシームレスに統合します。クラウドベースのマルチモーダルAIの導入はスケーラビリティに優れており、企業は需要に応じて計算リソースを容易に調整することができます。さらに、クラウドプラットフォームは従量課金モデルで動作するため、マルチモーダルAIインフラストラクチャの展開と維持に伴う初期費用を削減できます。このコスト効率は、多額の初期投資をせずに高度なAI機能を活用できるため、あらゆる規模の企業に魅力的です。

マルチモーダルAI市場レポートのハイライト

• ソフトウェア分野が市場をリードし、2024年の世界売上高シェアは65.0％。
• テキストデータ分野は2024年に最大の収益シェアを占めました。
• メディア＆エンターテインメント分野は2024年に最大の収益シェアを占める。
• 大企業セグメントは2024年に最大の収益シェアを占めました。
• 北米のマルチモーダルAI市場が市場を独占し、2024年のシェアは48.0％でした。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 マルチモーダルAI市場の変数、動向、範囲

• 市場イントロダクション/系統展望
• 市場規模と成長見通し
• 業界バリューチェーン分析
• 市場力学
  • 市場促進要因分析
  • 市場抑制要因分析
  • 業界の機会
  • 業界の課題
• マルチモーダルAI市場分析ツール
  • ポーター分析
  • PESTEL分析

第4章 マルチモーダルAI市場：コンポーネント別推定・動向分析

• セグメントダッシュボード
• マルチモーダルAI市場：変動分析、2024年および2030年
• ソフトウェア
• サービス

第5章 マルチモーダルAI市場：データモダリティ別推定・動向分析

• セグメントダッシュボード
• マルチモーダルAI市場：変動分析、2024年および2030年
• 画像データ
• テキストデータ
• 音声データ
• ビデオとオーディオデータ

第6章 マルチモーダルAI市場：最終用途別推定・動向分析

• セグメントダッシュボード
• マルチモーダルAI市場：変動分析、2024年および2030年
• メディア＆エンターテインメント
• BFSI
• IT・通信
• ヘルスケア
• 自動車・輸送
• ゲーム
• その他

第7章 マルチモーダルAI市場：企業規模別推定・動向分析

• セグメントダッシュボード
• マルチモーダルAI市場：変動分析、2024年および2030年
• 大企業
• 中小企業

第8章 マルチモーダルAI市場：地域別推定・動向分析

• マルチモーダルAI市場シェア（地域別、2024年および2030年）
• 北米
  • 米国
  • カナダ
• 欧州
  • 英国
  • ドイツ
  • フランス
• アジア太平洋
  • 中国
  • 日本
  • インド
  • 韓国
  • オーストラリア
• ラテンアメリカ
  • ブラジル
  • メキシコ
• 中東およびアフリカ
  • サウジアラビア王国
  • アラブ首長国連邦
  • 南アフリカ

第9章 競合情勢

• 主要市場参入企業による最近の動向と影響分析
• 企業分類
• 企業の市場ポジショニング
• 企業の市場シェア分析
• 企業ヒートマップ分析
• 戦略マッピング
  • 拡大
  • 合併と買収
  • パートナーシップとコラボレーション
  • 新製品の発売
  • 研究開発
• 企業プロファイル
  • Aimesoft
  • Amazon Web Services, Inc.
  • Google LLC
  • IBM Corporation
  • Jina AI GmbH
  • Meta.
  • Microsoft
  • OpenAI, LLC
  • Twelve Labs Inc.
  • Uniphore Technologies Inc.

List of Tables

• Table 1 Multimodal AI market 2017 - 2030 (USD Million)
• Table 2 Global market estimates and forecasts by region, 2017 - 2030 (USD Million)
• Table 3 Global market estimates and forecasts by component, 2017 - 2030 (USD Million)
• Table 4 Global market estimates and forecasts by data modality, 2017 - 2030 (USD Million)
• Table 5 Global market estimates and forecasts by end-use, 2017 - 2030 (USD Million)
• Table 6 Global market estimates and forecasts by enterprise size, 2017 - 2030 (USD Million)
• Table 7 Multimodal AI- M&A, collaborations & partnership scenario
• Table 8 Multimodal AI Software market by region, 2017 - 2030 (USD Million)
• Table 9 Multimodal AI Service market by region, 2017 - 2030 (USD Million)
• Table 10 Multimodal AI Image Data market by region, 2017 - 2030 (USD Million)
• Table 11 Multimodal AI Text Data market by region, 2017 - 2030 (USD Million)
• Table 12 Multimodal AI Speech & Voice Data market by region, 2017 - 2030 (USD Million)
• Table 13 Multimodal AI Video & Audia Data market by region, 2017 - 2030 (USD Million)
• Table 14 Multimodal AI Media & Entertainment market by region, 2017 - 2030 (USD Million)
• Table 15 Multimodal AI BFSI market by region, 2017 - 2030 (USD Million)
• Table 16 Multimodal AI IT & Telecommunication market by region, 2017 - 2030 (USD Million)
• Table 17 Multimodal AI Healthcare market by region, 2017 - 2030 (USD Million)
• Table 18 Multimodal AI Automotive & Transportation market by region, 2017 - 2030 (USD Million)
• Table 19 Multimodal AI Gaming market by region, 2017 - 2030 (USD Million)
• Table 20 Multimodal AI others market by region, 2017 - 2030 (USD Million)
• Table 21 Multimodal AI Large Enterprise market by region, 2017 - 2030 (USD Million)
• Table 22 Multimodal AI SMEs market by region, 2017 - 2030 (USD Million)
• Table 23 North America Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 24 North America Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 25 North America Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 26 North America Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 27 U.S. Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 28 U.S. Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 29 U.S. Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 30 U.S. Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 31 Canada Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 32 Canada Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 33 Canada Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 34 Canada Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 35 Europe Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 36 Europe Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 37 Europe Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 38 Europe Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 39 Germany Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 40 Germany Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 41 Germany Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 42 Germany Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 43 UK Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 44 UK Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 45 UK Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 46 UK Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 47 France Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 48 France Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 49 France Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 50 France Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 51 Asia Pacific Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 52 Asia Pacific Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 53 Asia Pacific Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 54 Asia Pacific Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 55 China Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 56 China Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 57 China Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 58 China Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 59 Japan Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 60 Japan Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 61 Japan Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 62 Japan Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 63 India Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 64 India Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 65 India Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 66 India Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 67 South Korea Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 68 South Korea Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 69 South Korea Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 70 South Korea Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 71 Australia Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 72 Australia Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 73 Australia Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 74 Australia Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 75 Latin America Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 76 Latin America Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 77 Latin America Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 78 Latin America Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 79 Brazil Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 80 Brazil Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 81 Brazil Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 82 Brazil Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 83 Mexico Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 84 Mexico Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 85 Mexico Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 86 Mexico Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 87 Middle East & Africa Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 88 Middle East & Africa Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 89 Middle East & Africa Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 90 Middle East & Africa Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 91 KSA Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 92 KSA Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 93 KSA Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 94 KSA Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 95 UAE Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 96 UAE Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 97 UAE Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 98 UAE Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)
• Table 99 South Africa Multimodal AI market by component, 2017 - 2030 (USD Million)
• Table 100 South Africa Multimodal AI market by data modality, 2017 - 2030 (USD Million)
• Table 101 South Africa Multimodal AI market by end-use, 2017 - 2030 (USD Million)
• Table 102 South Africa Multimodal AI market by enterprise size, 2017 - 2030 (USD Million)

List of Figures

• Fig. 1 Multimodal AI Market Segmentation
• Fig. 2 AI technology landscape
• Fig. 3 Information Procurement
• Fig. 4 Data Analysis Models
• Fig. 5 Market Formulation and Validation
• Fig. 6 Data Validating & Publishing
• Fig. 7 Market Snapshot
• Fig. 8 Segment Snapshot (1/2)
• Fig. 9 Segment Snapshot (2/2)
• Fig. 10 Competitive Landscape Snapshot
• Fig. 11 Multimodal AI - Market Size and Growth Prospects (USD Million)
• Fig. 12 Multimodal AI Market: Industry Value Chain Analysis
• Fig. 13 Multimodal AI Market: Market Dynamics
• Fig. 14 Multimodal AI Market: PORTER's Analysis
• Fig. 15 Multimodal AI Market: PESTEL Analysis
• Fig. 16 Multimodal AI Market Share by Component, 2024 & 2030 (USD Million)
• Fig. 17 Multimodal AI Market, by Component: Market Share, 2024 & 2030
• Fig. 18 Software Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 19 Service Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 20 Multimodal AI Market Share by Data Modality, 2024 & 2030 (USD Million)
• Fig. 21 Multimodal AI Market, by Data Modality: Market Share, 2024 & 2030
• Fig. 22 Image Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 23 Text Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 24 Speech & Voice Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 25 Video & Audio Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 26 Multimodal AI Market Share by End-Use, 2024 & 2030 (USD Million)
• Fig. 27 Multimodal AI Market, by End-Use: Market Share, 2024 & 2030
• Fig. 28 Media & Entertainment Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 29 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 30 IT & Telecommunication Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 31 Healthcare Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 32 Automotive & Transportation Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 33 Gaming Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 34 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 35 Multimodal AI Market Share by Enterprise Size, 2024 & 2030 (USD Million)
• Fig. 36 Multimodal AI Market, by Enterprise Size: Market Share, 2024 & 2030
• Fig. 37 Large Enterprise Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 38 SMEs Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 39 Multimodal AI Market Revenue, by Region, 2024 & 2030 (USD Million)
• Fig. 40 Regional Marketplace: Key Takeaways
• Fig. 41 Regional Marketplace: Key Takeaways
• Fig. 42 North America Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 43 U.S. Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 44 Canada Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 45 Europe Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 46 UK Multimodal AI Market Estimates and Forecasts, 2017 - 2030) (USD Million)
• Fig. 47 Germany Multimodal AI Market Estimates and Forecasts, (2017 - 2030) (USD Million)
• Fig. 48 France Multimodal AI Market Estimates and Forecasts, (2017 - 2030) (USD Million)
• Fig. 49 Asia Pacific Multimodal AI Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Fig. 50 China Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 51 Japan Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 52 India Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 53 South Korea Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 54 Australia Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 55 Latin America Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 56 Brazil Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 57 Mexico Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 58 MEA Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 59 KSA Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 60 UAE Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 61 South Africa Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 62 Key Company Categorization
• Fig. 63 Company Market Positioning
• Fig. 64 Key Company Market Share Analysis, 2024
• Fig. 65 Strategic Framework

Multimodal AI Market Trends & Growth

The global multimodal AI market size is estimated to reach USD 10.89 billion in 2030 and is projected to grow at a CAGR of 36.8% from 2025 to 2030, according to a new report by Grand View Research, Inc. The increasing digitization of various data types, including images, text, audio, and video, has produced a demand for advanced technologies capable of processing and extracting meaningful insights from these varied sources. Multimodal artificial intelligence (AI) AI, with its ability to understand and analyze multiple modalities simultaneously, handles this need, boosting its adoption across numerous industries. In addition, the rising prevalence of data-rich applications, such as autonomous vehicles, virtual assistants, and augmented reality, have created new prospects for multimodal AI solutions as these applications require a complete understanding of complex data inputs, which is a notable strength of multimodal AI.

Multimodal AI applications in healthcare deliver transformative advantages through the enhancement of medical imaging analysis, disease diagnosis, and the development of personalized treatment plans. Integrating medical images with patient records and genetic data enables healthcare providers to attain a more accurate comprehension of individual patient health, facilitating the creation of customized treatment plans. This, in turn, results in improved patient outcomes and enhances operational efficiency within the healthcare sector. In November 2023, Tempus Labs, Inc. announced a strategic and multi-year research partnership with Bristol-Myers Squibb Company. This collaboration aims to accelerate the identification and validation of novel targets in specific cancer disease areas by leveraging multimodal datasets, computational methods, and patient-derived disease models, ensuring a faster and more confident validation process.

Multimodal AI harnesses the capabilities of diverse data types and computational resources accessible within cloud infrastructures. In cloud deployment, multimodal AI systems leverage computing resources and remote servers to process and analyze data from various sources concurrently. This approach seamlessly integrates different data modalities, including images, text, audio, and video, within a centralized cloud environment. The cloud-based deployment of multimodal AI offers scalability advantages, enabling organizations to adjust their computational resources according to demand effortlessly. In addition, cloud platforms operate on a pay-as-you-go model, reducing the upfront costs associated with deploying and maintaining multimodal AI infrastructure. This cost-efficiency appeals to companies of all sizes, as they can leverage advanced AI capabilities without substantial initial investments.

Multimodal AI Market Report Highlights:

• The software segment led the market and accounted for a 65.0% global revenue share in 2024
• The text data segment accounted for the largest revenue share in 2024
• The media & entertainment segment accounted for the largest revenue share in 2024
• The large enterprise segment accounted for the largest revenue share in 2024
• North America multimodal AI market dominated the market and accounted for a 48.0% share in 2024

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation and Scope
• 1.2. Market Definitions
• 1.3. Research Methodology
  • 1.3.1. Information Procurement
  • 1.3.2. Information or Data Analysis
  • 1.3.3. Market Formulation & Data Visualization
  • 1.3.4. Data Validation & Publishing
• 1.4. Research Scope and Assumptions
  • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

• 2.1. Market Outlook
• 2.2. Segment Outlook
• 2.3. Competitive Insights

Chapter 3. Multimodal AI Market Variables, Trends, & Scope

• 3.1. Market Introduction/Lineage Outlook
• 3.2. Market Size and Growth Prospects (USD Billion)
• 3.3. Industry Value Chain Analysis
• 3.4. Market Dynamics
  • 3.4.1. Market Drivers Analysis
    • 3.4.1.1. The increasing need for more immersive and context-aware user experiences in applications such as virtual assistants, customer service, and content recommendation
    • 3.4.1.2. Growing integration of multimodal AI in industry-specific applications, such as healthcare diagnostics, autonomous vehicles, and security surveillance
  • 3.4.2. Market Restraints Analysis
    • 3.4.2.1. Data Privacy Concerns
  • 3.4.3. Industry Opportunities
  • 3.4.4. Industry Challenges
• 3.5. Multimodal AI Market Analysis Tools
  • 3.5.1. Porter's Analysis
    • 3.5.1.1. Bargaining power of the suppliers
    • 3.5.1.2. Bargaining power of the buyers
    • 3.5.1.3. Threats of substitution
    • 3.5.1.4. Threats from new entrants
    • 3.5.1.5. Competitive rivalry
  • 3.5.2. PESTEL Analysis
    • 3.5.2.1. Political landscape
    • 3.5.2.2. Economic and Social landscape
    • 3.5.2.3. Technological landscape
    • 3.5.2.4. Environmental landscape
    • 3.5.2.5. Legal landscape

Chapter 4. Multimodal AI Market: Component Estimates & Trend Analysis

• 4.1. Segment Dashboard
• 4.2. Multimodal AI Market: Component Movement Analysis, 2024 & 2030 (USD Million)
• 4.3. Software
  • 4.3.1. Software Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 4.4. Service
  • 4.4.1. Service Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Multimodal AI Market: Data Modality Estimates & Trend Analysis

• 5.1. Segment Dashboard
• 5.2. Multimodal AI Market: Data Modality Movement Analysis, 2024 & 2030 (USD Million)
• 5.3. Image Data
  • 5.3.1. Image Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 5.4. Text Data
  • 5.4.1. Text Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 5.5. Speech & Voice Data
  • 5.5.1. Speech & Voice Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 5.6. Video & Audio Data
  • 5.6.1. Video & Audio Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Multimodal AI Market: End-Use Estimates & Trend Analysis

• 6.1. Segment Dashboard
• 6.2. Multimodal AI Market: End-Use Movement Analysis, 2024 & 2030 (USD Million)
• 6.3. Media & Entertainment
  • 6.3.1. Image Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.4. BFSI
  • 6.4.1. Text Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.5. IT & Telecommunication
  • 6.5.1. IT & Telecommunication Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.6. Healthcare
  • 6.6.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.7. Automotive & Transportation
  • 6.7.1. Automotive & Transportation Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.8. Gaming
  • 6.8.1. Gaming Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.9. Others
  • 6.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Multimodal AI Market: Enterprise Size Estimates & Trend Analysis

• 7.1. Segment Dashboard
• 7.2. Multimodal AI Market: Enterprise Size Movement Analysis, 2024 & 2030 (USD Million)
• 7.3. Large Enterprise
  • 7.3.1. Large Enterprise Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.4. SMEs
  • 7.4.1. SMEs Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. Multimodal AI Market: Regional Estimates & Trend Analysis

• 8.1. Multimodal AI Market Share, By Region, 2024 & 2030 (USD Million)
• 8.2. North America
  • 8.2.1. North America Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.2.2. U.S.
    • 8.2.2.1. U.S. Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.2.3. Canada
    • 8.2.3.1. Canada Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• 8.3. Europe
  • 8.3.1. Europe Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.3.2. UK
    • 8.3.2.1. UK Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.3.3. Germany
    • 8.3.3.1. Germany Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.3.4. France
    • 8.3.4.1. France Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• 8.4. Asia Pacific
  • 8.4.1. Asia Pacific Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4.2. China
    • 8.4.2.1. China Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4.3. Japan
    • 8.4.3.1. Japan Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4.4. India
    • 8.4.4.1. India Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4.5. South Korea
    • 8.4.5.1. South Korea Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4.6. Australia
    • 8.4.6.1. Australia Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• 8.5. Latin America
  • 8.5.1. Latin America Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5.2. Brazil
    • 8.5.2.1. Brazil Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5.3. Mexico
    • 8.5.3.1. Mexico Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• 8.6. Middle East and Africa
  • 8.6.1. Middle East and Africa Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6.2. Kingdom of Saudi Arabia
    • 8.6.2.1. Kingdom of Saudi Arabia Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6.3. UAE
    • 8.6.3.1. UAE Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6.4. South Africa
    • 8.6.4.1. South Africa Multimodal AI Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 9. Competitive Landscape

• 9.1. Recent Developments & Impact Analysis by Key Market Participants
• 9.2. Company Categorization
• 9.3. Company Market Positioning
• 9.4. Company Market Share Analysis
• 9.5. Company Heat Map Analysis
• 9.6. Strategy Mapping
  • 9.6.1. Expansion
  • 9.6.2. Mergers & Acquisition
  • 9.6.3. Partnerships & Collaborations
  • 9.6.4. New Product Launches
  • 9.6.5. Research And Development
• 9.7. Company Profiles
  • 9.7.1. Aimesoft
    • 9.7.1.1. Participant's Overview
    • 9.7.1.2. Financial Performance
    • 9.7.1.3. Product Benchmarking
    • 9.7.1.4. Recent Developments
  • 9.7.2. Amazon Web Services, Inc.
    • 9.7.2.1. Participant's Overview
    • 9.7.2.2. Financial Performance
    • 9.7.2.3. Product Benchmarking
    • 9.7.2.4. Recent Developments
  • 9.7.3. Google LLC
    • 9.7.3.1. Participant's Overview
    • 9.7.3.2. Financial Performance
    • 9.7.3.3. Product Benchmarking
    • 9.7.3.4. Recent Developments
  • 9.7.4. IBM Corporation
    • 9.7.4.1. Participant's Overview
    • 9.7.4.2. Financial Performance
    • 9.7.4.3. Product Benchmarking
    • 9.7.4.4. Recent Developments
  • 9.7.5. Jina AI GmbH
    • 9.7.5.1. Participant's Overview
    • 9.7.5.2. Financial Performance
    • 9.7.5.3. Product Benchmarking
    • 9.7.5.4. Recent Developments
  • 9.7.6. Meta.
    • 9.7.6.1. Participant's Overview
    • 9.7.6.2. Financial Performance
    • 9.7.6.3. Product Benchmarking
    • 9.7.6.4. Recent Developments
  • 9.7.7. Microsoft
    • 9.7.7.1. Participant's Overview
    • 9.7.7.2. Financial Performance
    • 9.7.7.3. Product Benchmarking
    • 9.7.7.4. Recent Developments
  • 9.7.8. OpenAI, L.L.C.
    • 9.7.8.1. Participant's Overview
    • 9.7.8.2. Financial Performance
    • 9.7.8.3. Product Benchmarking
    • 9.7.8.4. Recent Developments
  • 9.7.9. Twelve Labs Inc.
    • 9.7.9.1. Participant's Overview
    • 9.7.9.2. Financial Performance
    • 9.7.9.3. Product Benchmarking
    • 9.7.9.4. Recent Developments
  • 9.7.10. Uniphore Technologies Inc.
    • 9.7.10.1. Participant's Overview
    • 9.7.10.2. Financial Performance
    • 9.7.10.3. Product Benchmarking
    • 9.7.10.4. Recent Developments