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多模式人工智慧市场规模和预测、全球和区域份额、趋势和成长机会分析报告范围：按组成部分、组织规模、资料类型、最终用途和地理位置
市场调查报告书
商品编码
1509793

多模式人工智慧市场规模和预测、全球和区域份额、趋势和成长机会分析报告范围：按组成部分、组织规模、资料类型、最终用途和地理位置

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 | 订单完成后即时交付

价格

多模式人工智慧市场规模预计将从 2023 年的 8.935 亿美元增至 2031 年的 105.502 亿美元，2023 年至 2031 年的复合年增长率预计为 36.2%。

多模式人工智慧市场报告的范围主要分为北美（美国、加拿大和墨西哥）、欧洲（西班牙、英国、德国、法国、义大利和欧洲其他地区）、亚太地区（韩国、中国、印度） 、日本、澳大利亚和亚太地区其他地区）、中东和非洲（南非、沙乌地阿拉伯、阿联酋以及中东和非洲其他地区）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区）中美洲）。到 2023 年，亚太地区将占据重要的市场份额。凭藉其强大的技术生态系统和支持性的政府政策，中国是自动驾驶汽车市场的关键参与者。腾讯、百度和阿里巴巴等公司正大力投资 AV 技术。此外，日本是自动驾驶市场的另一个重要参与者，拥有大量专利和创新。日本政府正在推广自动驾驶技术，作为其未来行动策略的一部分，并采取措施加强支援自动驾驶部署的基础设施和监管框架。亚太地区国家的多家公司正在推出新的自动驾驶汽车。例如，2024年2月，丰田汽车公司宣布在东京台场启动自动驾驶交通服务，在一定条件下使用4级自动驾驶系统，未来开启无人驾驶机器人计程车业务。 Minus Zero 于 2023 年 6 月成为印度第一家生产完整 AV (AV) 的新创公司。 2024 年 5 月，日本设定了获得全球软体定义汽车市场 30% 份额的目标，该汽车旨在透过升级软体来提高效能。日本也可能考虑成立一家公司来营运自动驾驶卡车并开始测试无人驾驶计程车。自动驾驶车辆配备了多种感测器，包括摄影机、光达、雷达和超音波感测器。多模式人工智慧处理从这些感测器获得的资料，以全面了解车辆周围的环境。因此，自动驾驶汽车处理的资料的复杂性和数量不断增加，凸显了对多模式人工智慧技术的进步和投资的需求。据 Salesforce Inc. 称，亚太地区有 12 个国家于 2023 年 9 月在其业务中部署了人工智慧技术，以简化营运。新加坡、日本、中国和韩国等国家已经部署人工智慧技术来管理大量高品质资料，这进一步有利于该地区的多模式人工智慧市场。

多模式人工智慧市场分析是透过考虑以下细分市场进行的：组件、组织规模、资料类型和最终用途。

根据组件，多模式人工智慧市场份额分为解决方案和服务。解决方案部分包括多模式人工智慧平台、云端平台、预先建置模型和工具等。医疗保健、自动驾驶汽车、IT 和电信等最终用户产业对这些产品的需求显着增加。此外，政府推动多模式解决方案发展的措施也促进了解决方案领域的市场成长。

此外，医疗保健领域的应用激增等因素推动了多模式人工智慧市场的成长。此外，提高自动驾驶汽车性能的能力预计将在未来几年带来新的多模式人工智慧市场趋势。

根据组织规模，市场分为中小企业和大型企业。大型企业正在大力投资开发和采用生成式人工智慧，例如多模式人工智慧。多模态人工智慧是一个新兴的、蓬勃发展的领域，生态系统中多家企业的参与推动了这项技术的进一步发展。谷歌、AWS和微软等投资生成式人工智慧新创公司的大型企业在技术生态系统中占有重要地位。 2024 年 4 月，苹果研究人员为能够处理文字和视觉图像的大规模语言模型创建了新的训练方法，在人工智慧领域实现了一个巨大的里程碑。随着人工智慧投资的增加，苹果打算利用多模式学习来与Google和微软等其他科技巨头进行有效竞争。 2024 年 4 月，人工智慧研究和产品公司 Reka 选择 Oracle 云端基础设施 (OCI) 来进一步实现其推进科学发展和开发生成式人工智慧模式以造福人类和企业的目标。在与 Oracle 合作的过程中，Reka 预计还将建立支援 20 多种语言的多模式模型。它们在由 NVIDIA GPU 提供支援的 OCI AI 基础架构上进行训练。

Aimesoft Inc.、Alphabet Inc.、Amazon Web Services Inc.、IBM Corporation、Jina AI GmbH、Meta Platforms Inc.、微软公司、OpenAI LLC、Twelve Labs Inc. 和Uniphore Technologies Inc. 均属于该报告中介绍的主要参与者。

多模式人工智慧市场预测是根据各种二次和主要研究结果进行估计的，例如主要公司出版物、协会资料和资料库。使用内部和外部来源进行了详尽的次要研究，以获得与多模式人工智慧市场成长相关的定性和定量资讯。该过程还有助于获得所有细分市场的市场概况和预测。此外，我们还与业界参与者进行了多次初步访谈，以验证资料并获得分析见解。该流程包括副总裁、业务开发经理、市场情报经理和国家销售经理等行业专家，以及专门研究多模式人工智慧市场的估值专家、研究分析师和关键意见领袖等外部顾问。

目录

第 1 章：简介

第 2 章：执行摘要

  • 重要见解
  • 市场吸引力

第 3 章：研究方法

  • 二次研究
  • 初步研究
    • 假设表述：
    • 宏观经济因素分析：
    • 显影基数：
    • 数据三角测量：
    • 国家级资料：

第 4 章：多模式人工智慧市场格局

  • 概述
  • PEST分析
  • 生态系分析
    • 价值链供应商名单

第 5 章：多模式人工智慧市场 - 主要市场动态

  • 多模式人工智慧市场 - 主要市场动态
  • 市场驱动因素
    • 对个人化使用者体验的需求不断增长
    • 医疗保健领域应用激增
  • 市场限制
    • 道德和隐私问题
  • 市场机会
    • 在媒体和娱乐的应用
  • 未来的趋势
    • 提高自动驾驶汽车性能的能力
  • 驱动因素和限制的影响：

第 6 章：多模式人工智慧市场 - 全球市场分析

  • 多模式人工智慧市场收入，2021-2031
  • 多模态人工智慧市场预测分析

第 7 章：多模式人工智慧市场分析 - 按组成部分

  • 解决方案
  • 服务

第 8 章：多模式人工智慧市场分析 - 按组织规模

  • 中小企业
  • 大型企业

第 9 章：多模式人工智慧市场分析 - 按资料类型

  • 音讯和视讯
  • 影像
  • 文字

第 10 章：多模式人工智慧市场分析 - 按最终用途

  • 汽车和交通
  • BFSI
  • 电子商务与零售
  • 卫生保健
  • 资讯科技和电信
  • 媒体与娱乐
  • 其他的

第 11 章：多模式人工智慧市场 - 地理分析

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 法国
    • 义大利
    • 英国
    • 俄罗斯
    • 欧洲其他地区
  • 亚太地区
    • 澳洲
    • 中国
    • 印度
    • 日本
    • 韩国
    • 亚太地区其他地区
  • 中东和非洲
    • 南非
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 中东和非洲其他地区
  • 南美洲和中美洲
    • 巴西
    • 阿根廷
    • 南美洲和中美洲其他地区

第 12 章：竞争格局

  • 关键参与者的热图分析
  • 公司定位与专注

第 13 章：产业格局

  • 概述
  • 市场主动性
  • 产品新闻及公司新闻
  • 合作与併购

第 14 章：公司简介

  • 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：附录

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