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多模式人工智慧市場規模和預測、全球和區域佔有率、趨勢和成長機會分析報告範圍：按組成部分、組織規模、資料類型、最終用途和地理位置
市場調查報告書
商品編碼
1509793

多模式人工智慧市場規模和預測、全球和區域佔有率、趨勢和成長機會分析報告範圍：按組成部分、組織規模、資料類型、最終用途和地理位置

Multimodal AI Market Size and Forecast, Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Component, Organization Size, Data Type, End Use, and Geography
出版日期: | 出版商: The Insight Partners | 英文 194 Pages | 訂單完成後即時交付

價格

多模式人工智慧市場規模預計將從 2023 年的 8.935 億美元增至 2031 年的 105.502 億美元，2023 年至 2031 年的複合年成長率預計為 36.2%。

多模式人工智慧市場報告的範圍主要分為北美（美國、加拿大和墨西哥）、歐洲（西班牙、英國、德國、法國、義大利和歐洲其他地區）、亞太地區（韓國、中國、印度） 、日本、澳大利亞和亞太地區其他地區）、中東和非洲（南非、沙烏地阿拉伯、阿拉伯聯合大公國以及中東和非洲其他地區）以及南美洲和中美洲（巴西、阿根廷以及南美洲和非洲其他地區）中美洲）。到 2023 年，亞太地區將佔據重要的市場佔有率。憑藉其強大的技術生態系統和支持性的政府政策，中國是自動駕駛汽車市場的關鍵參與者。騰訊、百度和阿里巴巴等公司正大力投資 AV 技術。此外，日本是自動駕駛市場的另一個重要參與者，擁有大量專利和創新。日本政府正在推廣自動駕駛技術，作為其未來行動策略的一部分，並採取措施加強支援自動駕駛部署的基礎設施和監管框架。亞太地區國家的多家公司正在推出新的自動駕駛汽車。例如，2024年2月，豐田汽車公司宣佈在東京台場啟動自動駕駛交通服務，在一定條件下使用4級自動駕駛系統，未來開啟無人駕駛機器人計程車業務。 Minus Zero 於 2023 年 6 月成為印度第一家生產完整 AV (AV) 的新創公司。 2024 年 5 月，日本設定了獲得全球軟體定義汽車市場 30% 佔有率的目標，該汽車旨在透過升級軟體來提高效能。日本也可能考慮成立一家公司來營運自動駕駛卡車並開始測試無人駕駛計程車。自動駕駛車輛配備了多種感測器，包括攝影機、LiDAR、雷達和超音波感測器。多模式人工智慧處理從這些感測器獲得的資料，以全面了解車輛周圍的環境。因此，自動駕駛汽車處理的資料的複雜性和數量不斷增加，凸顯了對多模式人工智慧技術的進步和投資的需求。據 Salesforce Inc. 稱，亞太地區有 12 個國家於 2023 年 9 月在其業務中部署了人工智慧技術，以簡化營運。新加坡、日本、中國和韓國等國家已經部署人工智慧技術來管理大量高品質資料，這進一步有利於該地區的多模式人工智慧市場。

多模式人工智慧市場分析是透過考慮以下細分市場進行的：組件、組織規模、資料類型和最終用途。

根據組件，多模式人工智慧市場佔有率分為解決方案和服務。解決方案部分包括多模式人工智慧平台、雲端平台、預先建置模型和工具等。醫療保健、自動駕駛汽車、IT 和電信等最終用戶產業對這些產品的需求顯著增加。此外，政府推動多模式解決方案發展的措施也促進了解決方案領域的市場成長。

此外，醫療保健領域的應用激增等因素推動了多模式人工智慧市場的成長。此外，提高自動駕駛汽車性能的能力預計將在未來幾年帶來新的多模式人工智慧市場趨勢。

根據組織規模，市場分為中小企業和大型企業。大型企業正在大力投資開發和採用生成式人工智慧，例如多模式人工智慧。多模態人工智慧是一個新興的、蓬勃發展的領域，生態系統中多家企業的參與推動了這項技術的進一步發展。谷歌、AWS和微軟等投資生成式人工智慧新創公司的大型企業在技術生態系統中佔有重要地位。 2024 年 4 月，蘋果研究人員為能夠處理文字和視覺圖像的大規模語言模型創建了新的訓練方法，在人工智慧領域實現了一個巨大的里程碑。隨著人工智慧投資的增加，蘋果打算利用多模式學習來與Google和微軟等其他科技巨頭進行有效競爭。 2024 年 4 月，人工智慧研究和產品公司 Reka 選擇 Oracle 雲端基礎設施 (OCI) 來進一步實現其推進科學發展和開發生成式人工智慧模式以造福人類和企業的目標。在與 Oracle 合作的過程中，Reka 預計還將建立支援 20 多種語言的多模式模型。它們在由 NVIDIA GPU 提供支援的 OCI AI 基礎架構上進行訓練。

Aimesoft Inc.、Alphabet Inc.、Amazon Web Services Inc.、IBM Corporation、Jina AI GmbH、Meta Platforms Inc.、微軟公司、OpenAI LLC、Twelve Labs Inc. 和Uniphore Technologies Inc. 均屬於該報告中介紹的主要參與者。

多模式人工智慧市場預測是根據各種二次和主要研究結果進行估計的，例如主要公司出版物、協會資料和資料庫。使用內部和外部來源進行了詳盡的次要研究，以獲得與多模式人工智慧市場成長相關的定性和定量資訊。該過程還有助於獲得所有細分市場的市場概況和預測。此外，我們還與業界參與者進行了多次初步訪談，以驗證資料並獲得分析見解。該流程包括副總裁、業務開發經理、市場情報經理和國家銷售經理等行業專家，以及專門研究多模式人工智慧市場的估值專家、研究分析師和關鍵意見領袖等外部顧問。

目錄

第 1 章：簡介

第 2 章：執行摘要

  • 重要見解
  • 市場吸引力

第 3 章：研究方法

  • 二次研究
  • 初步研究
    • 假設表述：
    • 宏觀經濟因素分析：
    • 顯影基數：
    • 數據三角測量：
    • 國家級資料：

第 4 章：多模式人工智慧市場格局

  • 概述
  • PEST分析
  • 生態系分析
    • 價值鏈供應商名單

第 5 章：多模式人工智慧市場 - 主要市場動態

  • 多模式人工智慧市場 - 主要市場動態
  • 市場促進因素
    • 對個人化使用者體驗的需求不斷成長
    • 醫療保健領域應用激增
  • 市場限制
    • 道德和隱私問題
  • 市場機會
    • 在媒體和娛樂的應用
  • 未來的趨勢
    • 提高自動駕駛汽車性能的能力
  • 促進因素和限制的影響：

第 6 章：多模式人工智慧市場 - 全球市場分析

  • 多模式人工智慧市場收入，2021-2031
  • 多模態人工智慧市場預測分析

第 7 章：多模式人工智慧市場分析 - 按組成部分

  • 解決方案
  • 服務

第 8 章：多模式人工智慧市場分析 - 按組織規模

  • 中小企業
  • 大型企業

第 9 章：多模式人工智慧市場分析 - 按資料類型

  • 音訊和視訊
  • 影像
  • 文字

第 10 章：多模式人工智慧市場分析 - 按最終用途

  • 汽車和交通
  • BFSI
  • 電子商務與零售
  • 衛生保健
  • 資訊科技和電信
  • 媒體與娛樂
  • 其他

第 11 章：多模式人工智慧市場 - 地理分析

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 法國
    • 義大利
    • 英國
    • 俄羅斯
    • 歐洲其他地區
  • 亞太地區
    • 澳洲
    • 中國
    • 印度
    • 日本
    • 韓國
    • 亞太地區其他地區
  • 中東和非洲
    • 南非
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 中東和非洲其他地區
  • 南美洲和中美洲
    • 巴西
    • 阿根廷
    • 南美洲和中美洲其他地區

第 12 章：競爭格局

  • 關鍵參與者的熱圖分析
  • 公司定位與專注

第 13 章：產業格局

  • 概述
  • 市場主動性
  • 產品新聞及公司新聞
  • 合作與併購

第 14 章：公司簡介

  • Alphabet Inc
  • Amazon Web Services Inc
  • International Business Machines Corp
  • NEC Corp
  • Microsoft Corp
  • Jiva.ai Ltd.
  • Aimesoft
  • Jina AI GmbH
  • Reka AI, Inc
  • Openstream Inc.

第 15 章：附錄

Product Code: TIPRE00038959

The Multimodal AI market size is expected to reach US$ 10,550.20 million by 2031 from 893.5 million in 2023, at an estimated CAGR of 36.2% from 2023 to 2031.

The scope of the Multimodal AI market report is primarily divided into North America (US, Canada, and Mexico), Europe (Spain, UK, Germany, France, Italy, and Rest of Europe), Asia Pacific (South Korea, China, India, Japan, Australia, and Rest of Asia Pacific), the Middle East & Africa (South Africa, Saudi Arabia, UAE, and Rest of Middle East & Africa), and South & Central America (Brazil, Argentina, and Rest of South & Central America). Asia Pacific held a significant market share in the year 2023. The automotive industry in APAC is undergoing a significant shift from conventional vehicles to autonomous vehicles (AV). China is a key player in the AVs market, leveraging its robust tech ecosystem and supportive government policies. Companies such as Tencent, Baidu, and Alibaba are heavily investing in AV technology. Also, Japan is another significant player in the market for AV, with a large number of patents and innovations. The Japanese government is promoting AV technology as part of its future mobility strategy, with initiatives to enhance infrastructure and regulatory frameworks supporting AV deployment. Various companies in APAC countries are launching new AVs. For instance, in February 2024, Toyota Motor Corp. announced the commencement of a self-driving transportation service in Odaiba, Tokyo, using the Level 4 autonomous driving systems under certain conditions to start a driverless robotaxi business in the future. Minus Zero became India's first startup that build full AVs (AVs) in June 2023. The firm has made significant developments in its operations since the launch of India's first fully AV-iPod. In May 2024, Japan set an aim to acquire a 30% share of the global market for software-defined vehicles designed to improve performance by upgrading software. Japan is also likely to consider establishing a company to both operate self-driving trucks and start testing driverless taxis. Autonomous vehicles are equipped with a multitude of sensors, including cameras, LIDAR, RADAR, and ultrasonic sensors. Multimodal AI processes data obtained from these sensors to create a comprehensive understanding of the vehicle's surroundings. Thus, the growing complexity and volume of data handled by AVs underline the need for advancements and investments in multimodal AI technologies. According to Salesforce Inc., 12 countries in APAC deployed AI technology in their business in September 2023 to streamline operations. Countries such as Singapore, Japan, China, and South Korea have already deployed AI technology for managing large volumes of high-quality data, which further benefits the multimodal AI market in the region.

The Multimodal AI market analysis has been carried out by considering the following segments: Component, Organization Size, Data Type, and End Use.

Based on components, the Multimodal AI market share is segmented into solutions and services. The solutions segment includes multimodal AI platforms, cloud platforms, prebuilt models and tools, and others. The demand for these offerings is increasing notably in end-user industries such as healthcare, autonomous vehicles, and IT and telecom. Moreover, government initiatives to boost the development of multimodal solutions are contributing to the market growth of the solutions segment.

Moreover, factors such as surging applications in the healthcare sector propel the Multimodal AI market growth. Also, the ability to improve self-driving car performance is expected to bring new Multimodal AI market trends in the coming years.

Based on organization size, the market is segmented into SMEs and large enterprises. Large enterprises are investing heavily in developing and adopting generative AI, such as multimodal AI. Multimodal AI is a new and booming field, and multiple enterprises are involved in the ecosystem to bring further developments in this technology. Large enterprises such as Google, AWS, and Microsoft investing in generative AI startups have a prominent presence in the technology ecosystem. In April 2024, Apple researchers reached a huge milestone in AI by creating new training methods for massive language models capable of processing both text and visuals. Amid the increased AI investments, Apple intends to use multimodal learning to compete effectively with other technology majors, such as Google and Microsoft. In April 2024, Reka, an AI research and product firm, chose the Oracle Cloud Infrastructure (OCI) to further its aim of advancing science and developing generative AI models for the benefit of humanity and businesses. While working with Oracle, Reka is also expected to create multimodal models that support over 20 languages. These are trained on OCI AI Infrastructure powered by NVIDIA GPUs.

Aimesoft Inc., Alphabet Inc., Amazon Web Services Inc., IBM Corporation, Jina AI GmbH, Meta Platforms Inc., Microsoft Corporation, OpenAI LLC, Twelve Labs Inc., and Uniphore Technologies Inc. are among the key players profiled in the Multimodal AI market report.

The Multimodal AI market forecast is estimated on the basis of various secondary and primary research findings, such as key company publications, association data, and databases. Exhaustive secondary research has been conducted using internal and external sources to obtain qualitative and quantitative information related to the Multimodal AI market growth. The process also helps obtain an overview and forecast of the market with respect to all the market segments. Also, multiple primary interviews have been conducted with industry participants to validate the data and gain analytical insights. This process includes industry experts such as VPs, business development managers, market intelligence managers, and national sales managers, along with external consultants such as valuation experts, research analysts, and key opinion leaders, specializing in the Multimodal AI market.

Table Of Contents

1. Introduction

  • 1.1 The Insight Partners Research Report Guidance
  • 1.2 Market Segmentation

2. Executive Summary

  • 2.1 Key Insights
  • 2.2 Market Attractiveness

3. Research Methodology

  • 3.1 Secondary Research
  • 3.2 Primary Research
    • 3.2.1 Hypothesis formulation:
    • 3.2.2 Macro-economic factor analysis:
    • 3.2.3 Developing base number:
    • 3.2.4 Data Triangulation:
    • 3.2.5 Country level data:

4. Multimodal AI Market Landscape

  • 4.1 Overview
  • 4.2 PEST Analysis
  • 4.3 Ecosystem Analysis
    • 4.3.1 List of Vendors in the Value Chain

5. Multimodal AI Market - Key Market Dynamics

  • 5.1 Multimodal AI Market - Key Market Dynamics
  • 5.2 Market Drivers
    • 5.2.1 Rising Demand for Personalised User Experience
    • 5.2.2 Surging Application in Healthcare Sector
  • 5.3 Market Restraints
    • 5.3.1 Ethical and Privacy Concerns
  • 5.4 Market Opportunities
    • 5.4.1 Application in Media and Entertainment
  • 5.5 Future Trends
    • 5.5.1 Ability to Improve Self-Driving Car Performance
  • 5.6 Impact of Drivers and Restraints:

6. Multimodal AI Market - Global Market Analysis

  • 6.1 Multimodal AI Market Revenue (US$ Million), 2021-2031
  • 6.2 Multimodal AI Market Forecast Analysis

7. Multimodal AI Market Analysis - by Component

  • 7.1 Solution
    • 7.1.1 Overview
    • 7.1.2 Solution: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 7.2 Service
    • 7.2.1 Overview
    • 7.2.2 Service: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)

8. Multimodal AI Market Analysis - by Organization Size

  • 8.1 SMEs
    • 8.1.1 Overview
    • 8.1.2 SMEs: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 8.2 Large Enterprises
    • 8.2.1 Overview
    • 8.2.2 Large Enterprises: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)

9. Multimodal AI Market Analysis - by Data Type

  • 9.1 Audio and Video
    • 9.1.1 Overview
    • 9.1.2 Audio and Video: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 9.2 Image
    • 9.2.1 Overview
    • 9.2.2 Image: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 9.3 Text
    • 9.3.1 Overview
    • 9.3.2 Text: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)

10. Multimodal AI Market Analysis - by End-use

  • 10.1 Automotive and Transportation
    • 10.1.1 Overview
    • 10.1.2 Automotive and Transportation: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 10.2 BFSI
    • 10.2.1 Overview
    • 10.2.2 BFSI: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 10.3 E-commerce and Retail
    • 10.3.1 Overview
    • 10.3.2 E-commerce and Retail: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 10.4 Healthcare
    • 10.4.1 Overview
    • 10.4.2 Healthcare: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 10.5 IT and Telecom
    • 10.5.1 Overview
    • 10.5.2 IT and Telecom: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 10.6 Media and Entertainment
    • 10.6.1 Overview
    • 10.6.2 Media and Entertainment: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • 10.7 Others
    • 10.7.1 Overview
    • 10.7.2 Others: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)

11. Multimodal AI Market - Geographical Analysis

  • 11.1 Overview
  • 11.2 North America
    • 11.2.1 North America Multimodal AI Market Overview
    • 11.2.2 North America: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
    • 11.2.3 North America: Multimodal AI Market Breakdown, by Component
      • 11.2.3.1 North America: Multimodal AI Market - Revenue and Forecast Analysis - by Component
    • 11.2.4 North America: Multimodal AI Market Breakdown, by Organization Size
      • 11.2.4.1 North America: Multimodal AI Market - Revenue and Forecast Analysis - by Organization Size
    • 11.2.5 North America: Multimodal AI Market Breakdown, by Data Type
      • 11.2.5.1 North America: Multimodal AI Market - Revenue and Forecast Analysis - by Data Type
    • 11.2.6 North America: Multimodal AI Market Breakdown, by End-use
      • 11.2.6.1 North America: Multimodal AI Market - Revenue and Forecast Analysis - by End-use
    • 11.2.7 North America: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.2.7.1 North America: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.2.7.2 United States: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.2.7.2.1 United States: Multimodal AI Market Breakdown, by Component
        • 11.2.7.2.2 United States: Multimodal AI Market Breakdown, by Organization Size
        • 11.2.7.2.3 United States: Multimodal AI Market Breakdown, by Data Type
        • 11.2.7.2.4 United States: Multimodal AI Market Breakdown, by End-use
      • 11.2.7.3 Canada: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.2.7.3.1 Canada: Multimodal AI Market Breakdown, by Component
        • 11.2.7.3.2 Canada: Multimodal AI Market Breakdown, by Organization Size
        • 11.2.7.3.3 Canada: Multimodal AI Market Breakdown, by Data Type
        • 11.2.7.3.4 Canada: Multimodal AI Market Breakdown, by End-use
      • 11.2.7.4 Mexico: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.2.7.4.1 Mexico: Multimodal AI Market Breakdown, by Component
        • 11.2.7.4.2 Mexico: Multimodal AI Market Breakdown, by Organization Size
        • 11.2.7.4.3 Mexico: Multimodal AI Market Breakdown, by Data Type
        • 11.2.7.4.4 Mexico: Multimodal AI Market Breakdown, by End-use
  • 11.3 Europe
    • 11.3.1 Europe Multimodal AI Market Overview
    • 11.3.2 Europe: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
    • 11.3.3 Europe: Multimodal AI Market Breakdown, by Component
      • 11.3.3.1 Europe: Multimodal AI Market - Revenue and Forecast Analysis - by Component
    • 11.3.4 Europe: Multimodal AI Market Breakdown, by Organization Size
      • 11.3.4.1 Europe: Multimodal AI Market - Revenue and Forecast Analysis - by Organization Size
    • 11.3.5 Europe: Multimodal AI Market Breakdown, by Data Type
      • 11.3.5.1 Europe: Multimodal AI Market - Revenue and Forecast Analysis - by Data Type
    • 11.3.6 Europe: Multimodal AI Market Breakdown, by End-use
      • 11.3.6.1 Europe: Multimodal AI Market - Revenue and Forecast Analysis - by End-use
    • 11.3.7 Europe: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.3.7.1 Europe: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.3.7.2 Germany: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.3.7.2.1 Germany: Multimodal AI Market Breakdown, by Component
        • 11.3.7.2.2 Germany: Multimodal AI Market Breakdown, by Organization Size
        • 11.3.7.2.3 Germany: Multimodal AI Market Breakdown, by Data Type
        • 11.3.7.2.4 Germany: Multimodal AI Market Breakdown, by End-use
      • 11.3.7.3 France: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.3.7.3.1 France: Multimodal AI Market Breakdown, by Component
        • 11.3.7.3.2 France: Multimodal AI Market Breakdown, by Organization Size
        • 11.3.7.3.3 France: Multimodal AI Market Breakdown, by Data Type
        • 11.3.7.3.4 France: Multimodal AI Market Breakdown, by End-use
      • 11.3.7.4 Italy: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.3.7.4.1 Italy: Multimodal AI Market Breakdown, by Component
        • 11.3.7.4.2 Italy: Multimodal AI Market Breakdown, by Organization Size
        • 11.3.7.4.3 Italy: Multimodal AI Market Breakdown, by Data Type
        • 11.3.7.4.4 Italy: Multimodal AI Market Breakdown, by End-use
      • 11.3.7.5 United Kingdom: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.3.7.5.1 United Kingdom: Multimodal AI Market Breakdown, by Component
        • 11.3.7.5.2 United Kingdom: Multimodal AI Market Breakdown, by Organization Size
        • 11.3.7.5.3 United Kingdom: Multimodal AI Market Breakdown, by Data Type
        • 11.3.7.5.4 United Kingdom: Multimodal AI Market Breakdown, by End-use
      • 11.3.7.6 Russia: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.3.7.6.1 Russia: Multimodal AI Market Breakdown, by Component
        • 11.3.7.6.2 Russia: Multimodal AI Market Breakdown, by Organization Size
        • 11.3.7.6.3 Russia: Multimodal AI Market Breakdown, by Data Type
        • 11.3.7.6.4 Russia: Multimodal AI Market Breakdown, by End-use
      • 11.3.7.7 Rest of Europe: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.3.7.7.1 Rest of Europe: Multimodal AI Market Breakdown, by Component
        • 11.3.7.7.2 Rest of Europe: Multimodal AI Market Breakdown, by Organization Size
        • 11.3.7.7.3 Rest of Europe: Multimodal AI Market Breakdown, by Data Type
        • 11.3.7.7.4 Rest of Europe: Multimodal AI Market Breakdown, by End-use
  • 11.4 Asia Pacific
    • 11.4.1 Asia Pacific Multimodal AI Market Overview
    • 11.4.2 Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
    • 11.4.3 Asia Pacific: Multimodal AI Market Breakdown, by Component
      • 11.4.3.1 Asia Pacific: Multimodal AI Market - Revenue and Forecast Analysis - by Component
    • 11.4.4 Asia Pacific: Multimodal AI Market Breakdown, by Organization Size
      • 11.4.4.1 Asia Pacific: Multimodal AI Market - Revenue and Forecast Analysis - by Organization Size
    • 11.4.5 Asia Pacific: Multimodal AI Market Breakdown, by Data Type
      • 11.4.5.1 Asia Pacific: Multimodal AI Market - Revenue and Forecast Analysis - by Data Type
    • 11.4.6 Asia Pacific: Multimodal AI Market Breakdown, by End-use
      • 11.4.6.1 Asia Pacific: Multimodal AI Market - Revenue and Forecast Analysis - by End-use
    • 11.4.7 Asia Pacific: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.4.7.1 Asia Pacific: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.4.7.2 Australia: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.4.7.2.1 Australia: Multimodal AI Market Breakdown, by Component
        • 11.4.7.2.2 Australia: Multimodal AI Market Breakdown, by Organization Size
        • 11.4.7.2.3 Australia: Multimodal AI Market Breakdown, by Data Type
        • 11.4.7.2.4 Australia: Multimodal AI Market Breakdown, by End-use
      • 11.4.7.3 China: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.4.7.3.1 China: Multimodal AI Market Breakdown, by Component
        • 11.4.7.3.2 China: Multimodal AI Market Breakdown, by Organization Size
        • 11.4.7.3.3 China: Multimodal AI Market Breakdown, by Data Type
        • 11.4.7.3.4 China: Multimodal AI Market Breakdown, by End-use
      • 11.4.7.4 India: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.4.7.4.1 India: Multimodal AI Market Breakdown, by Component
        • 11.4.7.4.2 India: Multimodal AI Market Breakdown, by Organization Size
        • 11.4.7.4.3 India: Multimodal AI Market Breakdown, by Data Type
        • 11.4.7.4.4 India: Multimodal AI Market Breakdown, by End-use
      • 11.4.7.5 Japan: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.4.7.5.1 Japan: Multimodal AI Market Breakdown, by Component
        • 11.4.7.5.2 Japan: Multimodal AI Market Breakdown, by Organization Size
        • 11.4.7.5.3 Japan: Multimodal AI Market Breakdown, by Data Type
        • 11.4.7.5.4 Japan: Multimodal AI Market Breakdown, by End-use
      • 11.4.7.6 South Korea: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.4.7.6.1 South Korea: Multimodal AI Market Breakdown, by Component
        • 11.4.7.6.2 South Korea: Multimodal AI Market Breakdown, by Organization Size
        • 11.4.7.6.3 South Korea: Multimodal AI Market Breakdown, by Data Type
        • 11.4.7.6.4 South Korea: Multimodal AI Market Breakdown, by End-use
      • 11.4.7.7 Rest of APAC: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.4.7.7.1 Rest of APAC: Multimodal AI Market Breakdown, by Component
        • 11.4.7.7.2 Rest of APAC: Multimodal AI Market Breakdown, by Organization Size
        • 11.4.7.7.3 Rest of APAC: Multimodal AI Market Breakdown, by Data Type
        • 11.4.7.7.4 Rest of APAC: Multimodal AI Market Breakdown, by End-use
  • 11.5 Middle East and Africa
    • 11.5.1 Middle East and Africa Multimodal AI Market Overview
    • 11.5.2 Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
    • 11.5.3 Middle East and Africa: Multimodal AI Market Breakdown, by Component
      • 11.5.3.1 Middle East and Africa: Multimodal AI Market - Revenue and Forecast Analysis - by Component
    • 11.5.4 Middle East and Africa: Multimodal AI Market Breakdown, by Organization Size
      • 11.5.4.1 Middle East and Africa: Multimodal AI Market - Revenue and Forecast Analysis - by Organization Size
    • 11.5.5 Middle East and Africa: Multimodal AI Market Breakdown, by Data Type
      • 11.5.5.1 Middle East and Africa: Multimodal AI Market - Revenue and Forecast Analysis - by Data Type
    • 11.5.6 Middle East and Africa: Multimodal AI Market Breakdown, by End-use
      • 11.5.6.1 Middle East and Africa: Multimodal AI Market - Revenue and Forecast Analysis - by End-use
    • 11.5.7 Middle East and Africa: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.5.7.1 Middle East and Africa: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.5.7.2 South Africa: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.5.7.2.1 South Africa: Multimodal AI Market Breakdown, by Component
        • 11.5.7.2.2 South Africa: Multimodal AI Market Breakdown, by Organization Size
        • 11.5.7.2.3 South Africa: Multimodal AI Market Breakdown, by Data Type
        • 11.5.7.2.4 South Africa: Multimodal AI Market Breakdown, by End-use
      • 11.5.7.3 Saudi Arabia: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.5.7.3.1 Saudi Arabia: Multimodal AI Market Breakdown, by Component
        • 11.5.7.3.2 Saudi Arabia: Multimodal AI Market Breakdown, by Organization Size
        • 11.5.7.3.3 Saudi Arabia: Multimodal AI Market Breakdown, by Data Type
        • 11.5.7.3.4 Saudi Arabia: Multimodal AI Market Breakdown, by End-use
      • 11.5.7.4 United Arab Emirates: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.5.7.4.1 United Arab Emirates: Multimodal AI Market Breakdown, by Component
        • 11.5.7.4.2 United Arab Emirates: Multimodal AI Market Breakdown, by Organization Size
        • 11.5.7.4.3 United Arab Emirates: Multimodal AI Market Breakdown, by Data Type
        • 11.5.7.4.4 United Arab Emirates: Multimodal AI Market Breakdown, by End-use
      • 11.5.7.5 Rest of Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.5.7.5.1 Rest of Middle East and Africa: Multimodal AI Market Breakdown, by Component
        • 11.5.7.5.2 Rest of Middle East and Africa: Multimodal AI Market Breakdown, by Organization Size
        • 11.5.7.5.3 Rest of Middle East and Africa: Multimodal AI Market Breakdown, by Data Type
        • 11.5.7.5.4 Rest of Middle East and Africa: Multimodal AI Market Breakdown, by End-use
  • 11.6 South and Central America
    • 11.6.1 South and Central America Multimodal AI Market Overview
    • 11.6.2 South and Central America: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
    • 11.6.3 South and Central America: Multimodal AI Market Breakdown, by Component
      • 11.6.3.1 South and Central America: Multimodal AI Market - Revenue and Forecast Analysis - by Component
    • 11.6.4 South and Central America: Multimodal AI Market Breakdown, by Organization Size
      • 11.6.4.1 South and Central America: Multimodal AI Market - Revenue and Forecast Analysis - by Organization Size
    • 11.6.5 South and Central America: Multimodal AI Market Breakdown, by Data Type
      • 11.6.5.1 South and Central America: Multimodal AI Market - Revenue and Forecast Analysis - by Data Type
    • 11.6.6 South and Central America: Multimodal AI Market Breakdown, by End-use
      • 11.6.6.1 South and Central America: Multimodal AI Market - Revenue and Forecast Analysis - by End-use
    • 11.6.7 South and Central America: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.6.7.1 South and Central America: Multimodal AI Market - Revenue and Forecast Analysis - by Country
      • 11.6.7.2 Brazil: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.6.7.2.1 Brazil: Multimodal AI Market Breakdown, by Component
        • 11.6.7.2.2 Brazil: Multimodal AI Market Breakdown, by Organization Size
        • 11.6.7.2.3 Brazil: Multimodal AI Market Breakdown, by Data Type
        • 11.6.7.2.4 Brazil: Multimodal AI Market Breakdown, by End-use
      • 11.6.7.3 Argentina: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.6.7.3.1 Argentina: Multimodal AI Market Breakdown, by Component
        • 11.6.7.3.2 Argentina: Multimodal AI Market Breakdown, by Organization Size
        • 11.6.7.3.3 Argentina: Multimodal AI Market Breakdown, by Data Type
        • 11.6.7.3.4 Argentina: Multimodal AI Market Breakdown, by End-use
      • 11.6.7.4 Rest of South and Central America: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
        • 11.6.7.4.1 Rest of South and Central America: Multimodal AI Market Breakdown, by Component
        • 11.6.7.4.2 Rest of South and Central America: Multimodal AI Market Breakdown, by Organization Size
        • 11.6.7.4.3 Rest of South and Central America: Multimodal AI Market Breakdown, by Data Type
        • 11.6.7.4.4 Rest of South and Central America: Multimodal AI Market Breakdown, by End-use

12. Competitive Landscape

  • 12.1 Heat Map Analysis by Key Players
  • 12.2 Company Positioning & Concentration

13. Industry Landscape

  • 13.1 Overview
  • 13.2 Market Initiative
  • 13.3 Product News & Company News
  • 13.4 Collaboration and Mergers & Acquisitions

14. Company Profiles

  • 14.1 Alphabet Inc
    • 14.1.1 Key Facts
    • 14.1.2 Business Description
    • 14.1.3 Products and Services
    • 14.1.4 Financial Overview
    • 14.1.5 SWOT Analysis
    • 14.1.6 Key Developments
  • 14.2 Amazon Web Services Inc
    • 14.2.1 Key Facts
    • 14.2.2 Business Description
    • 14.2.3 Products and Services
    • 14.2.4 Financial Overview
    • 14.2.5 SWOT Analysis
    • 14.2.6 Key Developments
  • 14.3 International Business Machines Corp
    • 14.3.1 Key Facts
    • 14.3.2 Business Description
    • 14.3.3 Products and Services
    • 14.3.4 Financial Overview
    • 14.3.5 SWOT Analysis
    • 14.3.6 Key Developments
  • 14.4 NEC Corp
    • 14.4.1 Key Facts
    • 14.4.2 Business Description
    • 14.4.3 Products and Services
    • 14.4.4 Financial Overview
    • 14.4.5 SWOT Analysis
    • 14.4.6 Key Developments
  • 14.5 Microsoft Corp
    • 14.5.1 Key Facts
    • 14.5.2 Business Description
    • 14.5.3 Products and Services
    • 14.5.4 Financial Overview
    • 14.5.5 SWOT Analysis
    • 14.5.6 Key Developments
  • 14.6 Jiva.ai Ltd.
    • 14.6.1 Key Facts
    • 14.6.2 Business Description
    • 14.6.3 Products and Services
    • 14.6.4 Financial Overview
    • 14.6.5 SWOT Analysis
    • 14.6.6 Key Developments
  • 14.7 Aimesoft
    • 14.7.1 Key Facts
    • 14.7.2 Business Description
    • 14.7.3 Products and Services
    • 14.7.4 Financial Overview
    • 14.7.5 SWOT Analysis
    • 14.7.6 Key Developments
  • 14.8 Jina AI GmbH
    • 14.8.1 Key Facts
    • 14.8.2 Business Description
    • 14.8.3 Products and Services
    • 14.8.4 Financial Overview
    • 14.8.5 SWOT Analysis
    • 14.8.6 Key Developments
  • 14.9 Reka AI, Inc
    • 14.9.1 Key Facts
    • 14.9.2 Business Description
    • 14.9.3 Products and Services
    • 14.9.4 Financial Overview
    • 14.9.5 SWOT Analysis
    • 14.9.6 Key Developments
  • 14.10 Openstream Inc.
    • 14.10.1 Key Facts
    • 14.10.2 Business Description
    • 14.10.3 Products and Services
    • 14.10.4 Financial Overview
    • 14.10.5 SWOT Analysis
    • 14.10.6 Key Developments

15. Appendix

  • 15.1 About The Insight Partners
  • 15.2 Word Index

List Of Tables

  • Table 1. Multimodal AI Market Segmentation
  • Table 2. List of Vendors
  • Table 3. Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Table 4. Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million) - by Component
  • Table 5. Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million) - by Organization Size
  • Table 6. Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million) - by Data Type
  • Table 7. Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million) - by End-use
  • Table 8. North America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 9. North America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 10. North America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 11. North America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 12. North America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Country
  • Table 13. United States: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 14. United States: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 15. United States: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 16. United States: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 17. Canada: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 18. Canada: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 19. Canada: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 20. Canada: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 21. Mexico: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 22. Mexico: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 23. Mexico: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 24. Mexico: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 25. Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 26. Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 27. Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 28. Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 29. Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Country
  • Table 30. Germany: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 31. Germany: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 32. Germany: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 33. Germany: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 34. France: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 35. France: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 36. France: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 37. France: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 38. Italy: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 39. Italy: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 40. Italy: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 41. Italy: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 42. United Kingdom: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 43. United Kingdom: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 44. United Kingdom: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 45. United Kingdom: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 46. Russia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 47. Russia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 48. Russia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 49. Russia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 50. Rest of Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 51. Rest of Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 52. Rest of Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 53. Rest of Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 54. Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 55. Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 56. Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 57. Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 58. Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Country
  • Table 59. Australia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 60. Australia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 61. Australia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 62. Australia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 63. China: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 64. China: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 65. China: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 66. China: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 67. India: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 68. India: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 69. India: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 70. India: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 71. Japan: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 72. Japan: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 73. Japan: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 74. Japan: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 75. South Korea: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 76. South Korea: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 77. South Korea: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 78. South Korea: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 79. Rest of APAC: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 80. Rest of APAC: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 81. Rest of APAC: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 82. Rest of APAC: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 83. Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 84. Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 85. Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 86. Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 87. Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Country
  • Table 88. South Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 89. South Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 90. South Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 91. South Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 92. Saudi Arabia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 93. Saudi Arabia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 94. Saudi Arabia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 95. Saudi Arabia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 96. United Arab Emirates: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 97. United Arab Emirates: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 98. United Arab Emirates: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 99. United Arab Emirates: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 100. Rest of Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 101. Rest of Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 102. Rest of Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 103. Rest of Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 104. South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 105. South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 106. South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 107. South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 108. South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Country
  • Table 109. Brazil: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 110. Brazil: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 111. Brazil: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 112. Brazil: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 113. Argentina: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 114. Argentina: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 115. Argentina: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 116. Argentina: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 117. Rest of South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Component
  • Table 118. Rest of South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Organization Size
  • Table 119. Rest of South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by Data Type
  • Table 120. Rest of South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million) - by End-use
  • Table 121. List of Abbreviation

List Of Figures

  • Figure 1. Multimodal AI Market Segmentation, by Geography
  • Figure 2. PEST Analysis
  • Figure 3. Ecosystem: Multimodal AI Market
  • Figure 4. Impact Analysis of Drivers and Restraints
  • Figure 5. Multimodal AI Market Breakdown by Geography, 2023 and 2031 (%)
  • Figure 6. Multimodal AI Market Revenue (US$ Million), 2021-2031
  • Figure 7. Multimodal AI Market Share (%) - by Component (2023 and 2031)
  • Figure 8. Solution: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 9. Service: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 10. Multimodal AI Market Share (%) - by Organization Size (2023 and 2031)
  • Figure 11. SMEs: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 12. Large Enterprises: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 13. Multimodal AI Market Share (%) - by Data Type (2023 and 2031)
  • Figure 14. Audio and Video: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 15. Image: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 16. Text: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 17. Multimodal AI Market Share (%) - by End-use (2023 and 2031)
  • Figure 18. Automotive and Transportation: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 19. BFSI: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 20. E-commerce and Retail: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 21. Healthcare: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 22. IT and Telecom: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 23. Media and Entertainment: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 24. Others: Multimodal AI Market - Revenue and Forecast to 2031 (US$ Million)
  • Figure 25. Multimodal AI Market Breakdown by Region, 2023 and 2031 (%)
  • Figure 26. North America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 27. North America: Multimodal AI Market Breakdown, by Component (2023 and 2031)
  • Figure 28. North America: Multimodal AI Market Breakdown, by Organization Size (2023 and 2031)
  • Figure 29. North America: Multimodal AI Market Breakdown, by Data Type (2023 and 2031)
  • Figure 30. North America: Multimodal AI Market Breakdown, by End-use (2023 and 2031)
  • Figure 31. North America: Multimodal AI Market Breakdown, by Key Countries, 2023 and 2031 (%)
  • Figure 32. United States: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 33. Canada: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 34. Mexico: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 35. Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 36. Europe: Multimodal AI Market Breakdown, by Component (2023 and 2031)
  • Figure 37. Europe: Multimodal AI Market Breakdown, by Organization Size (2023 and 2031)
  • Figure 38. Europe: Multimodal AI Market Breakdown, by Data Type (2023 and 2031)
  • Figure 39. Europe: Multimodal AI Market Breakdown, by End-use (2023 and 2031)
  • Figure 40. Europe: Multimodal AI Market Breakdown, by Key Countries, 2023 and 2031 (%)
  • Figure 41. Germany: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 42. France: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 43. Italy: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 44. United Kingdom: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 45. Russia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 46. Rest of Europe: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 47. Asia Pacific: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 48. Asia Pacific: Multimodal AI Market Breakdown, by Component (2023 and 2031)
  • Figure 49. Asia Pacific: Multimodal AI Market Breakdown, by Organization Size (2023 and 2031)
  • Figure 50. Asia Pacific: Multimodal AI Market Breakdown, by Data Type (2023 and 2031)
  • Figure 51. Asia Pacific: Multimodal AI Market Breakdown, by End-use (2023 and 2031)
  • Figure 52. Asia Pacific: Multimodal AI Market Breakdown, by Key Countries, 2023 and 2031 (%)
  • Figure 53. Australia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 54. China: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 55. India: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 56. Japan: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 57. South Korea: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 58. Rest of APAC: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 59. Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 60. Middle East and Africa: Multimodal AI Market Breakdown, by Component (2023 and 2031)
  • Figure 61. Middle East and Africa: Multimodal AI Market Breakdown, by Organization Size (2023 and 2031)
  • Figure 62. Middle East and Africa: Multimodal AI Market Breakdown, by Data Type (2023 and 2031)
  • Figure 63. Middle East and Africa: Multimodal AI Market Breakdown, by End-use (2023 and 2031)
  • Figure 64. Middle East and Africa: Multimodal AI Market Breakdown, by Key Countries, 2023 and 2031 (%)
  • Figure 65. South Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 66. Saudi Arabia: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 67. United Arab Emirates: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 68. Rest of Middle East and Africa: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 69. South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 70. South and Central America: Multimodal AI Market Breakdown, by Component (2023 and 2031)
  • Figure 71. South and Central America: Multimodal AI Market Breakdown, by Organization Size (2023 and 2031)
  • Figure 72. South and Central America: Multimodal AI Market Breakdown, by Data Type (2023 and 2031)
  • Figure 73. South and Central America: Multimodal AI Market Breakdown, by End-use (2023 and 2031)
  • Figure 74. South and Central America: Multimodal AI Market Breakdown, by Key Countries, 2023 and 2031 (%)
  • Figure 75. Brazil: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 76. Argentina: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 77. Rest of South and Central America: Multimodal AI Market - Revenue and Forecast to 2031(US$ Million)
  • Figure 78. Heat Map Analysis by Key Players
  • Figure 79. Company Positioning & Concentration