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多模式人工智慧全球市场规模、占有率、行业趋势分析报告：按产品、按类型、按技术、按资料模式、按行业、按地区、展望和预测，2023-2030
市场调查报告书
商品编码
1397718

多模式人工智慧全球市场规模、占有率、行业趋势分析报告：按产品、按类型、按技术、按资料模式、按行业、按地区、展望和预测，2023-2030

Global Multimodal Al Market Size, Share & Industry Trends Analysis Report By Offering, By Type (Generative, Translative, Interactive, and Explanatory), By Technology, By Data Modality, By Vertical, By Regional Outlook and Forecast, 2023 - 2030
出版日期: | 出版商: KBV Research | 英文 469 Pages | 订单完成后即时交付

价格

预计到 2030 年，多模式人工智慧市场规模将达到 84 亿美元，并预计在预测期内将以 32.3% 的复合年增长率成长。

根据KBV Cardinal矩阵中发布的分析，微软公司和Google有限责任公司是该市场的先驱。 2023 年 11 月，微软公司透过在生成式 AI 和传统 AI 功能中引进新功能，扩大了 Azure AI 产品的范围。借助可配置的工具和模型，开发人员可以利用 Azure AI Studio 设计创新的生成式 AI 应用程序，包括那些包含 Microsoft 生成式 AI 助理 Copilot 的应用程式。 Meta Platforms, Inc. 和 IBM Corporation 等公司是市场上的主要创新者。

市场成长要素

加速多模式生态系发展的生成式人工智慧技术

生成式人工智慧就像是人工智慧世界的创新动力来源，能够产生文字、图像甚至整个影片等新内容。您也可以建立结合多种资料格式的内容。例如，您可以产生图像的详细描述，根据文字描述创建逼真的图像，甚至创建能够理解内容细微差别的影片。透过以这种方式组合资料格式，生成式人工智慧和多模态人工智慧可以产生协同效应。生成式人工智慧的进步不仅增强了多方面人工智慧的创造性，也为更复杂的整合系统铺平了道路。此外，您可以自动建立多媒体简报，使其更具影响力和资讯量。这些方面可能会推动未来几年的市场成长。

对客製化产业解决方案的需求不断增长

不同的行业有不同的工作流程、法规和操作要求。客製化解决方案旨在满足这些特定需求并确保最佳功能。产业通常在特定的法律规范下运作。可以开发客製化的解决方案，以确保符合行业规范和法规，并最大限度地降低违规风险。自订解决方案可以无缝整合到现有工作流程、自动化流程并提高效率。这提高了生产力并降低了营运成本。与客户直接互动的行业受益于符合客户偏好并提高客户满意度的客製化解决方案。因此，对客製化和特定产业解决方案不断增长的需求正在促进市场成长。

市场抑制因素

多模式模型中容易出现偏差

多模态人工智慧模型与单模态模型一样，容易受到偏差的影响。由文字、图像、影片等组成的训练资料可能会无意中反映资料来源中的社会或文化偏见。这些偏见可以透过多种方式表现出来，包括影像识别中的性别和种族偏见，以及自然语言处理任务中的语言和上下文偏见。当多模态人工智慧模型接受此类资料的训练时，它们将不可避免地继承并延续这些偏见，这可能导致在做出预测和决策时出现不准确或不公平的结果。它还需要持续致力于道德人工智慧开发和负责任地使用这些技术，确保人工智慧系统技术熟练并符合道德和社会价值观。因此，上述方面可能会阻碍未来几年的市场成长。

发售展望

根据产品提供，市场分为解决方案和服务。 2022年，解决方案细分以最大的收益占有率主导市场。在智慧城市计画中实施多模式人工智慧的解决方案包括交通管理、公共应用以及使用来自各种感测器和摄影机的资料进行环境监测。此解决方案旨在分析结合 MRI、 电脑断层扫描和 X 光等模式的医学影像资料。这些解决方案有助于医疗诊断和治疗计划。专门处理和分析音讯和音讯资料的解决方案。这包括语音辨识、语音自然语言处理、语音生物辨识等。

解决方案展望

根据解决方案类型，市场进一步分为框架、平台和软体。 2022年，平台细分市场以最大的收益占有率主导市场。这类平台提供了一个整合环境，开发人员、资料科学家和企业可以利用各种人工智慧模式（文字、图像、音讯等）来建立先进的互连人工智慧系统。市场上的平台解决方案旨在简化开发过程，促进协作，并使企业能够利用不同资料类型的力量来实现更先进和上下文感知的人工智慧应用程式。

按类型分類的展望

依类型划分，市场分为生成型、翻译型、诠释型、互动式。 2022 年，转换型多模式人工智慧领域在市场中占据了显着的收益占有率。这个术语指的是翻译能力和多模态人工智慧的集成，表明系统不仅可以翻译文本，还可以理解和处理来自多种模态的资讯。翻译包含文字、图像和音讯组合的影片、简报和文件。

技术展望

依技术划分，市场分为机器学习、自然语言处理、电脑视觉、情境辨识和物联网。 2022年，自然语言处理领域的市场收益占有率最高。自然语言处理（NLP）是人工智慧的一个领域，专注于电脑和人类语言之间的互动。它涉及开发演算法和模型，使电脑能够理解、解释和生成类似人类的文本。 NLP 涵盖许多任务和应用，从语言翻译等简单任务到情绪分析和文字摘要等复杂任务。

资料形态展望

根据资料形态，市场分为文字资料、语音/音讯资料、图像资料、视讯资料和音讯资料。在2022年的市场中，影片资料细分市场将录得可观的收益占有率。影片由单独的帧组成，每个帧代表一个静态影像。快速连续的帧会产生运动的错觉。视讯资料模式对于各种应用至关重要，包括视讯内容分析、监控、娱乐、教育和医疗保健。随着技术的进步，人工智慧系统的视讯分析能力有望进一步提高，从而能够更深入地理解动态场景和人类活动。

产业展望

按行业划分，BFSI、零售/电子商务、通讯、政府/公共机构、医疗保健/生命科学、製造、汽车、交通/物流、媒体/娱乐等。 2022 年，零售和电子商务部门在市场中占据了重要的收益占有率。人工智慧驱动的虚拟试穿解决方案允许客户使用扩增实境(AR) 来视觉化服饰、配件和家具等产品在他们身上或在家里的样子。Masu。此解决方案分析客户行为，包括浏览历史记录、购买模式以及与各种媒体的互动。此资讯用于提供个人化的产品建议。增加交叉销售和提升销售机会，提高顾客满意度并提高转换率。

区域展望

从区域来看，我们对北美、欧洲、亚太地区和拉丁美洲地区的市场进行了分析。 2022年，北美地区占据市场收益占有率最高。北美市场是由美国和加拿大的创新和技术力所塑造的世界强国。该地区（尤其是硅谷）对创新的关注正在创造一个有利于多模式人工智慧进步的环境。北美公司处于开发和实施多模式人工智慧解决方案的前沿，反映出该地区致力于突破人工智慧的界限，以推动技术进步、增强用户参与度和解决问题的能力。

目录

第一章 市场范围与调查方法

  • 市场定义
  • 目的
  • 市场范围
  • 分割
  • 调查方法

第二章 市集名录

  • 主要亮点

第三章市场概况

  • 介绍
    • 概述
      • 市场构成和情景
  • 影响市场的主要因素
    • 市场驱动因素
    • 市场抑制因素

第四章竞争分析-世界

  • KBV Cardinal Matrix
  • 近期全产业策略发展
    • 伙伴关係、协作和协议
    • 产品发布和产品扩展
    • 收购和合併
    • 地理扩张
  • 市场占有率分析
  • 关键成功策略
    • 主要策略
    • 重大策略倡议
  • 波特五力分析

第五章全球多模式人工智慧市场：依产品分类

  • 全球解决方案市场：按地区
  • 全球多模式人工智慧市场：按解决方案部署类型
    • 全球云端市场：按地区划分
    • 全球本地部署市场：按地区
  • 全球多模式人工智慧市场：按解决方案类型
    • 全球平台市场：按地区
    • 全球软体市场：按地区
    • 全球框架市场：按地区
  • 全球服务市场：按地区

第六章全球多模式人工智慧市场：按类型

  • 全球发电市场：按地区划分
  • 全球翻译市场：按地区划分
  • 全球互动市场：按地区
  • 世界描述性市场：按地区

第七章 全球多模式人工智慧市场：依技术分类

  • 全球自然语言处理市场：按地区
  • 全球机器学习市场：按地区
  • 全球电脑视觉市场：按地区
  • 全球情境感知市场：按地区
  • 全球物联网市场：按地区

第八章全球多模态人工智慧市场：依资料模态分类

  • 全球图像资料市场：按地区划分
  • 全球视讯资料市场：按地区
  • 全球文字资料市场：按地区
  • 全球语音资料市场：按地区划分
  • 全球音讯资料市场：按地区

第九章全球多模式人工智慧市场：依产业分类

  • 全球 BFSI 市场：按地区
  • 全球政府与公共部门市场：按地区
  • 全球汽车、运输和物流市场：按地区
  • 全球医疗保健和生命科学市场：按地区
  • 全球媒体与娱乐市场：按地区
  • 全球製造业市场：按地区
  • 全球零售与电子商务市场：按地区
  • 全球通讯市场：按地区
  • 世界其他市场：按地区

第10章全球多模式人工智慧市场：按地区

  • 北美洲
    • 北美多式联运人工智慧市场（按国家划分）
      • 美国
      • 加拿大
      • 墨西哥
      • 其他北美地区
  • 欧洲
    • 按国家分類的欧洲多式联运人工智慧市场
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 义大利
      • 其他欧洲国家地区
  • 亚太地区
    • 亚太地区多模式人工智慧市场（按国家划分）
      • 中国
      • 日本
      • 印度
      • 韩国
      • 新加坡
      • 马来西亚
      • 其他亚太地区
  • 拉丁美洲/中东/非洲
    • LAMEA 多式联运人工智慧市场（按国家）
      • 巴西
      • 阿根廷
      • 阿拉伯聯合大公国
      • 沙乌地阿拉伯
      • 南非
      • 奈及利亚
      • 其他拉丁美洲/中东/非洲地区

第十一章 公司简介

  • Twelve Labs Inc
  • Aimesoft
  • Jina AI GmbH
  • Uniphore Technologies Inc
  • Google LLC（Alphabet Inc）
  • Microsoft Corporation
  • OpenAI, LL.C
  • Meta Platforms, Inc（Meta）
  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • IBM Corporation

第十二章：市场成功的基本条件

The Global Multimodal Al Market size is expected to reach $8.4 billion by 2030, rising at a market growth of 32.3% CAGR during the forecast period.

Multimodal AI assists content creators in generating and editing media content by analyzing various modalities, including text, images, and audio. Therefore, the media & entertainment segment acquired $84.2 million in 2022. It assists content creators in generating and editing media content by analyzing various modalities, including text, images, and audio. It automatically analyzes audio, video, and image content to generate descriptive tags and metadata. This facilitates content organization, search, and recommendation systems. It interprets spoken language and voice inputs, enabling applications like voice-controlled interfaces, voice search, and voice-activated assistants. It improves the viewing experience, enables instant replay, and enhances sports analytics.

The major strategies followed by the market participants are Product Launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, In, December, 2023, Amazon Web Services, Inc. a company of Amazon, Inc. has launched Amazon Q. With 17 years of AWS experience under its belt, Amazon Q is well-equipped to help consumers navigate the AWS administration panel and other AWS features. Additionally, In, November, 2023, Microsoft corporation has unveiled new AI-powered copilots for AI assistant to transform your way of work. Copilot is going to provide assistance in the context and intelligence of the web, with your privacy and security at priority.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In, November, 2023, Microsoft Corporation has expanded its range of Azure AI products by introducing new features in both generative and traditional AI capabilities. Developers can leverage Azure AI Studio, equipped with configurable tooling and models, to design innovative generative AI applications, including those incorporating Microsoft's Copilot generative AI assistant. Companies such as Meta Platforms, Inc., IBM Corporation are some of the key innovators in Market.

Market Growth Factors

Generative AI techniques to accelerate multimodal ecosystem development

Generative AI is like the creative powerhouse of the AI world, capable of producing new content such as text, images, or even entire videos. It can create content that combines multiple data formats. For instance, it can generate detailed written descriptions for images, create realistic images from textual descriptions, or even produce videos with a nuanced understanding of the content. This blending of data formats is where Generative AI and multimodal AI synergize. As Generative AI advances, it not only enhances the creative aspects of multimodal AI but also paves the way for more sophisticated, integrated systems. Moreover, it can automate the creation of multimedia presentations, making them more impactful and informative. These aspects will boost market growth in the coming years.

Rising demand for customized and industry-specific solutions

Different industries have distinct workflows, regulations, and operational requirements. Customized solutions are designed to accommodate these specific needs, ensuring optimal functionality. Industries often operate under specific regulatory frameworks. Customized solutions can be developed to ensure compliance with industry norms and regulations, minimizing the risk of non-compliance. Custom solutions can be tailored to integrate seamlessly into existing workflows, automate processes, and enhance efficiency. This leads to increased productivity and reduces operational costs. The industries with direct customer interactions benefit from customized solutions that align with customer preferences, improving customer satisfaction. Thus, the rising demand for customized and industry-specific solutions expands the market growth.

Market Restraining Factors

Susceptibility to bias in multimodal models

Multimodal AI models, like their unimodal counterparts, are vulnerable to bias, which often originates from the data they are trained on. Training datasets, comprising text, images, videos, and more, may inadvertently reflect societal or cultural biases in the data sources. These biases can manifest in numerous ways, such as gender or racial bias in image recognition or linguistic and contextual bias in natural language processing tasks. When multimodal AI models are trained on such data, they inevitably inherit and perpetuate these biases, which can lead to inaccurate or unfair outcomes when making predictions or decisions. It also necessitates an ongoing commitment to ethical AI development and the responsible use of these technologies, ensuring that AI systems are technically proficient and aligned with ethical and societal values. Hence, the above aspects will hamper market growth in the coming years.

Offering Outlook

On the basis of offering, the market is segmented into solution and services. In 2022, the solution segment dominated the market with the maximum revenue share. Solutions for implementing multimodal AI in smart city initiatives include traffic management, public safety applications, and environmental monitoring using data from various sensors and cameras. Solutions are designed to analyze medical imaging data, incorporating modalities such as MRI, CT scans, and X-rays. These solutions assist in medical diagnosis and treatment planning. Solutions specifically designed for processing and analyzing speech and audio data. This includes speech recognition, natural language processing for audio, and voice biometrics.

Solution Outlook

Under solutions type, the market is further divided into framework, platform, and software. In 2022, the platform segment dominated the market with the maximum revenue share. Such platforms provide a unified environment where developers, data scientists, and businesses can leverage various AI modalities (text, image, speech, etc.) to create sophisticated and interconnected AI systems. Platform solutions in the market aim to simplify the development process, promote collaboration, and enable businesses to harness the power of diverse data types for more advanced and context-aware AI applications.

Type Outlook

On the basis of type, the market is classified into generative, translative, explanatory, and interactive. The translative multimodal AI segment recorded a remarkable revenue share in the market in 2022. This term could imply the integration of translation capabilities with multimodal AI, suggesting a system that not only translates text but also understands and processes information from multiple modalities. Translating videos, presentations, or documents that contain a combination of text, images, and audio.

Technology Outlook

By technology, the market is categorized into machine learning, natural language processing, computer vision, context awareness, and internet of things. In 2022, the natural language processing segment registered the highest revenue share in the market. Natural Language Processing (NLP) is a field of AI focusing on the interaction between computers and human language. It involves the development of algorithms and models that enable computers to understand, interpret, and generate human-like text. NLP encompasses many tasks and applications, from simple tasks like language translation to more complex ones like sentiment analysis and text summarization.

Data Modality Outlook

Based on data modality, the market is fragmented into text data, speech & voice data, image data, video data, and audio data. The video data segment recorded a remarkable revenue share in the market in 2022. Videos are composed of individual frames, each representing a still image. The rapid succession of frames creates the illusion of motion. Video data modality is integral to various applications, including video content analysis, surveillance, entertainment, education, and healthcare. As technology advances, video analysis capabilities in AI systems are expected to improve further, enabling a more sophisticated understanding of dynamic scenes and human activities.

Vertical Outlook

Based on vertical, the market is divided into BFSI, retail & eCommerce, telecommunications, government & public sector, healthcare & life sciences, manufacturing, automotive, transportation & logistics, media & entertainment, and others. The retail & eCommerce segment acquired a substantial revenue share in the market in 2022. AI-powered virtual try-on solutions enable customers to visualize how products like clothing, accessories, or even furniture will look on them or in their homes using augmented reality (AR). It analyzes customer behavior, including browsing history, purchase patterns, and interactions with different media types. This information is then used to provide personalized product recommendations. Increases cross-selling and upselling opportunities, improves customer satisfaction, and enhances conversion rates.

Regional Outlook

Region-wise, the market is analysed across North America, Europe, Asia Pacific, and LAMEA. In 2022, the North America region held the highest revenue share in the market. The market in North America stands as a global powerhouse, shaped by the innovation and technological ability of the US and Canada. The region's focus on innovation, particularly in Silicon Valley, fosters a conducive environment for multimodal AI advancements. North American companies are at the forefront of developing and implementing multimodal AI solutions, reflecting the region's commitment to driving technological advancements and pushing the boundaries of artificial intelligence for enhanced user engagement and problem-solving.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Google LLC (Alphabet, Inc.), Microsoft Corporation, OpenAI, L.L.C., Meta Platforms, Inc. (Meta), Amazon Web Services, Inc. (Amazon.com, Inc.), IBM Corporation, Twelve Labs Inc., Aimesoft Inc., Jina AI GmbH, and Uniphore Technologies Inc.

Recent Strategies Deployed in Multimodal AI Market

Partnerships, Collaborations & Agreements:

Nov-2023: IBM Corporation and NASA have joined forces to create a collaborative partnership. The focus of this collaboration is the development of a geospatial artificial intelligence (AI) model dedicated to climate and weather observation. Anticipated benefits of this collaboration include enhanced accessibility, improved accuracy, faster processing times, and a more diverse range of data when compared to existing AI models such as GraphCast and Fourcastnet. The aim is to elevate the capabilities of weather forecasting through the integration of advanced AI technology.

Apr-2023: Google cloud a division of Google LLC. formed a collaboration with Care AI Inc., an AI driven Smart Care Facility Platform in healthcare. Under this collaboration, the companies are intended to make it easier for users to access Care AI's Virtual Nursing Solution on Google Cloud Marketplace and revolutionize the healthcare industry.

Mar-2023: Amazon Web Services Inc., a subsidiary of Amazon.com, Inc., has partnered with NVIDIA Corporation, a technology company specializing in graphics processors and mobile technologies. In this collaborative effort, NVIDIA aims to create the world's most scalable AI infrastructure tailored for training complex large language models (LLMs). The collaboration involves the development of Amazon Elastic Compute Cloud (Amazon EC2) P5 instances, which are equipped with NVIDIA H100 Tensor Core GPUs and leverage AWS's advanced networking and scalability features. This collaboration is set to deliver an impressive computing power of up to 20 exaFLOPS, facilitating the construction and training of the most extensive deep learning models.

Feb-2023: Uniphore Technologies Inc. has successfully finalized the purchase of Hexagone AB, a prominent player in digital reality solutions that integrates sensor, software, and autonomous technologies to leverage data effectively. This strategic acquisition empowers Uniphore to incorporate significant improvements in behavioural science into its acclaimed X Platform. The integration ensures that customer interactions and inquiries are addressed with heightened accuracy and empathy.

Feb-2023: Uniphore Technologies Inc. has successfully acquired Red Box, a leading open corporate platform specializing in the recording of audio, video, and metadata from conversations. This strategic move allows Uniphore to integrate Red Box's established expertise in capturing and securing real-time and post-call voice and screen interactions into its portfolio. This enhancement will further strengthen the capabilities of the Uniphore X platform, a trusted solution for global enterprises seeking to derive value from every conversation.

Apr-2022: Uniphore Technologies Inc. has acquired Colabo, a software company known for its AI-powered knowledge automation solution, which focuses on extracting information from both structured and unstructured documents in real time. By integrating Colabo's solution into Uniphore's conversational automation platform, enterprises can now use AI to extract knowledge entities and graphs from various data types, ensuring more relevant content and improved customer interactions for IVAs and live agents.

Product Launches and Product Expansion:

Dec-2023: Amazon Web Services, Inc a Company of Amazon, Inc. has launched Amazon Q, a generative AI assistant. Based on inquiries from customers in real time, Amazon Q gives customer support representatives suggested answers and actions. With 17 years of AWS experience under its belt, Amazon Q is well-equipped to help consumers navigate the AWS administration panel and other AWS features.

Nov-2023: Microsoft corporation has unveiled new AI-powered copilots for their most used products like GitHub, Microsoft 365, Bing and Edge. Microsoft 365 Copilot will be available with AI assistant to transform your way of work. Copilot is going to provide assistance in the context and intelligence of the web, with your privacy and security at priority.

Nov-2023: Microsoft Corporation has expanded its range of Azure AI products by introducing new features in both generative and traditional AI capabilities. Developers can leverage Azure AI Studio, equipped with configurable tooling and models, to design innovative generative AI applications, including those incorporating Microsoft's Copilot generative AI assistant.

Aug-2023: IBM Corporation unveiled a new generative AI-assisted product called Watsonx Code Assistant for Z, which help in enable faster translation of COBOL to Java on IBM Z. through this product launch IBM aims to accelerate code development and increasing developer productivity, throughout the application modernization lifecycle.

Aug-2023: Meta Platform Inc. introduces SeamlessM4T, a cutting-edge AI translation model that excels in both multimodal and multilingual capabilities. The company has unveiled this groundbreaking product through a research license, enabling researchers and developers to leverage the platform and facilitate seamless communication through text and speech across different languages. SeamlessM4T boasts Speech-to-text translation functionality for nearly 100 input and output languages, along with Speech-to-speech translation support for 100 input and 30 output languages.

May-2023: Google LLC has introduced PaLM2, an advanced language model designed for diverse applications. PaLM2 serves as a versatile AI model capable of generating chatbots akin to ChatGPT, coding in multiple languages, language translation, and photo analysis with corresponding reactions. Users can employ PaLM2 to search for restaurants in Bulgaria in English, wherein the system will seek Bulgarian responses on the web, retrieve an answer, translate it into English, attach a location photo, and present the result to the user in English.

Apr-2023: Microsoft Corporation has launched JARVIS, a multimodal AI-powered platform. JARVIS is developed in such a way that it can collaborate and connect with multiple AI models, like ChatGPT and t5-base. Users can take demo of JARVIS on AI platform Huggingface. JARVIS adds multiple open-source LLMs for photos, videos, audio, and more, extending OpenAI's GPT-4 multimodal capabilities, as shown through text and image processing.

Mar-2023: OpenAI, LLC has launched a new GPT-4 language model for ChatGPT as part of extending its capabilities. As GPT-4 is working on multimodal AI now it can accept both text and image as input and gives output as text to user. With GPT-4's image processing capability now it can also help you generate a packing list for upcoming trip, with the help of photo of your closet.

Jun-2022: Aimesoft launched AimeFluent, a chatbot development library for the game engine Unity. AimeFluent gives non-player characters (NPCs) the ability to respond to user input text automatically. AimeFluent is an NLP based platform that works on rule-based, scenario-based, or information-retreival-based methods to understand and reply to user inputs.

Sep-2021: Aimesoft has unveiled AimeTalk, an AI automated slide presentation software tool. AimeTalk has the ability to read speaker's notes with the help of Text-to-Speech technology and creating a face animated video for presentation with the help of advance image processing and computer vision technology. AimeTalk can automatically give error free presentation by using Artificial Intelligence and Robotic Process Automation, thus saving lot of time.

June-2021: Aimesoft has launched AimeLytics, an AI based analytics platform. AimeLytics can be utilized for voice analytics (emotion identification from speech, speech summarization, etc.), text mining (document classification, sentiment analysis), and predictive analytics (revenue forecast, KPI prediction, stock prediction, etc.). Aimelytics can also be used for high precision combination of text, speech, image, and numerical data into one AI model.

Merger & Acquisitions:

Feb-2023: Uniphore Technologies Inc. has successfully finalized the purchase of Hexagone AB, a prominent player in digital reality solutions that integrates sensor, software, and autonomous technologies to leverage data effectively. This strategic acquisition empowers Uniphore to incorporate significant improvements in behavioural science into its acclaimed X Platform. The integration ensures that customer interactions and inquiries are addressed with heightened accuracy and empathy.

Feb-2023: Uniphore Technologies Inc. has successfully acquired Red Box, a leading open corporate platform specializing in the recording of audio, video, and metadata from conversations. This strategic move allows Uniphore to integrate Red Box's established expertise in capturing and securing real-time and post-call voice and screen interactions into its portfolio. This enhancement will further strengthen the capabilities of the Uniphore X platform, a trusted solution for global enterprises seeking to derive value from every conversation.

Apr-2022: Uniphore Technologies Inc. has acquired Colabo, a software company known for its AI-powered knowledge automation solution, which focuses on extracting information from both structured and unstructured documents in real time. By integrating Colabo's solution into Uniphore's conversational automation platform, enterprises can now use AI to extract knowledge entities and graphs from various data types, ensuring more relevant content and improved customer interactions for IVAs and live agents.

Geographical Expansions:

Jun-2020: Aimesoft has announced the expansion of its global footprints with opening of Aimesoft Japan. Under this expansion, the company want to increase its business in Japan and reach-out broad spectrum of customers.

Scope of the Study

Market Segments covered in the Report:

By Offering

  • Solution
    • Solution Deployment Type
  • Cloud
  • On-premise
    • Solution Type
  • Platform
  • Software
  • Framework
  • Services

By Type

  • Generative
  • Translative
  • Interactive
  • Explanatory

By Technology

  • Natural Language Processing
  • Machine Learning
  • Computer Vision
  • Context Awareness
  • Internet of Things

By Data Modality

  • Image Data
  • Video Data
  • Text Data
  • Speech & Voice Data
  • Audio Data

By Vertical

  • BFSI
  • Government & Public Sector
  • Automotive, Transportation & Logistics
  • Healthcare & Lifesciences
  • Media & Entertainment
  • Manufacturing
  • Retail & eCommerce
  • Telecommunications
  • Others

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Google LLC (Alphabet, Inc.)
  • Microsoft Corporation
  • OpenAI, L.L.C.
  • Meta Platforms, Inc. (Meta)
  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • IBM Corporation
  • Twelve Labs Inc.
  • Aimesoft Inc.
  • Jina AI GmbH
  • Uniphore Technologies Inc.

Unique Offerings from KBV Research

  • Exhaustive coverage
  • Highest number of market tables and figures
  • Subscription based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Multimodal AI Market, by Offering
    • 1.4.2 Global Multimodal AI Market, by Type
    • 1.4.3 Global Multimodal AI Market, by Technology
    • 1.4.4 Global Multimodal AI Market, by Data Modality
    • 1.4.5 Global Multimodal AI Market, by Vertical
    • 1.4.6 Global Multimodal AI Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
    • 4.2.4 Geographical Expansion
  • 4.3 Market Share Analysis, 2022
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
    • 4.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2021, Jun - 2023, Dec) Leading Players
  • 4.5 Porter's Five Forces Analysis

Chapter 5. Global Multimodal AI Market by Offering

  • 5.1 Global Solution Market by Region
  • 5.2 Global Multimodal AI Market by Solution Deployment Type
    • 5.2.1 Global Cloud Market by Region
    • 5.2.2 Global On-premise Market by Region
  • 5.3 Global Multimodal AI Market by Solution Type
    • 5.3.1 Global Platform Market by Region
    • 5.3.2 Global Software Market by Region
    • 5.3.3 Global Framework Market by Region
  • 5.4 Global Services Market by Region

Chapter 6. Global Multimodal AI Market by Type

  • 6.1 Global Generative Market by Region
  • 6.2 Global Translative Market by Region
  • 6.3 Global Interactive Market by Region
  • 6.4 Global Explanatory Market by Region

Chapter 7. Global Multimodal AI Market by Technology

  • 7.1 Global Natural Language Processing Market by Region
  • 7.2 Global Machine Learning Market by Region
  • 7.3 Global Computer Vision Market by Region
  • 7.4 Global Context Awareness Market by Region
  • 7.5 Global Internet of Things Market by Region

Chapter 8. Global Multimodal AI Market by Data Modality

  • 8.1 Global Image Data Market by Region
  • 8.2 Global Video Data Market by Region
  • 8.3 Global Text Data Market by Region
  • 8.4 Global Speech & Voice Data Market by Region
  • 8.5 Global Audio Data Market by Region

Chapter 9. Global Multimodal AI Market by Vertical

  • 9.1 Global BFSI Market by Region
  • 9.2 Global Government & Public Sector Market by Region
  • 9.3 Global Automotive, Transportation & Logistics Market by Region
  • 9.4 Global Healthcare & Lifesciences Market by Region
  • 9.5 Global Media & Entertainment Market by Region
  • 9.6 Global Manufacturing Market by Region
  • 9.7 Global Retail & eCommerce Market by Region
  • 9.8 Global Telecommunications Market by Region
  • 9.9 Global Others Market by Region

Chapter 10. Global Multimodal AI Market by Region

  • 10.1 North America Multimodal AI Market
    • 10.1.1 North America Multimodal AI Market by Offering
      • 10.1.1.1 North America Solution Market by Region
      • 10.1.1.2 North America Multimodal AI Market by Solution Deployment Type
        • 10.1.1.2.1 North America Cloud Market by Region
        • 10.1.1.2.2 North America On-premise Market by Region
      • 10.1.1.3 North America Multimodal AI Market by Solution Type
        • 10.1.1.3.1 North America Platform Market by Country
        • 10.1.1.3.2 North America Software Market by Country
        • 10.1.1.3.3 North America Framework Market by Country
      • 10.1.1.4 North America Services Market by Region
    • 10.1.2 North America Multimodal AI Market by Type
      • 10.1.2.1 North America Generative Market by Country
      • 10.1.2.2 North America Translative Market by Country
      • 10.1.2.3 North America Interactive Market by Country
      • 10.1.2.4 North America Explanatory Market by Country
    • 10.1.3 North America Multimodal AI Market by Technology
      • 10.1.3.1 North America Natural Language Processing Market by Country
      • 10.1.3.2 North America Machine Learning Market by Country
      • 10.1.3.3 North America Computer Vision Market by Country
      • 10.1.3.4 North America Context Awareness Market by Country
      • 10.1.3.5 North America Internet of Things Market by Country
    • 10.1.4 North America Multimodal AI Market by Data Modality
      • 10.1.4.1 North America Image Data Market by Country
      • 10.1.4.2 North America Video Data Market by Country
      • 10.1.4.3 North America Text Data Market by Country
      • 10.1.4.4 North America Speech & Voice Data Market by Country
      • 10.1.4.5 North America Audio Data Market by Country
    • 10.1.5 North America Multimodal AI Market by Vertical
      • 10.1.5.1 North America BFSI Market by Country
      • 10.1.5.2 North America Government & Public Sector Market by Country
      • 10.1.5.3 North America Automotive, Transportation & Logistics Market by Country
      • 10.1.5.4 North America Healthcare & Lifesciences Market by Country
      • 10.1.5.5 North America Media & Entertainment Market by Country
      • 10.1.5.6 North America Manufacturing Market by Country
      • 10.1.5.7 North America Retail & eCommerce Market by Country
      • 10.1.5.8 North America Telecommunications Market by Country
      • 10.1.5.9 North America Others Market by Country
    • 10.1.6 North America Multimodal AI Market by Country
      • 10.1.6.1 US Multimodal AI Market
        • 10.1.6.1.1 US Multimodal AI Market by Offering
        • 10.1.6.1.2 US Multimodal AI Market by Type
        • 10.1.6.1.3 US Multimodal AI Market by Technology
        • 10.1.6.1.4 US Multimodal AI Market by Data Modality
        • 10.1.6.1.5 US Multimodal AI Market by Vertical
      • 10.1.6.2 Canada Multimodal AI Market
        • 10.1.6.2.1 Canada Multimodal AI Market by Offering
        • 10.1.6.2.2 Canada Multimodal AI Market by Type
        • 10.1.6.2.3 Canada Multimodal AI Market by Technology
        • 10.1.6.2.4 Canada Multimodal AI Market by Data Modality
        • 10.1.6.2.5 Canada Multimodal AI Market by Vertical
      • 10.1.6.3 Mexico Multimodal AI Market
        • 10.1.6.3.1 Mexico Multimodal AI Market by Offering
        • 10.1.6.3.2 Mexico Multimodal AI Market by Type
        • 10.1.6.3.3 Mexico Multimodal AI Market by Technology
        • 10.1.6.3.4 Mexico Multimodal AI Market by Data Modality
        • 10.1.6.3.5 Mexico Multimodal AI Market by Vertical
      • 10.1.6.4 Rest of North America Multimodal AI Market
        • 10.1.6.4.1 Rest of North America Multimodal AI Market by Offering
        • 10.1.6.4.2 Rest of North America Multimodal AI Market by Type
        • 10.1.6.4.3 Rest of North America Multimodal AI Market by Technology
        • 10.1.6.4.4 Rest of North America Multimodal AI Market by Data Modality
        • 10.1.6.4.5 Rest of North America Multimodal AI Market by Vertical
  • 10.2 Europe Multimodal AI Market
    • 10.2.1 Europe Multimodal AI Market by Offering
      • 10.2.1.1 Europe Solution Market by Country
      • 10.2.1.2 Europe Multimodal AI Market by Solution Deployment Type
        • 10.2.1.2.1 Europe Cloud Market by Country
        • 10.2.1.2.2 Europe On-premise Market by Country
      • 10.2.1.3 Europe Multimodal AI Market by Solution Type
        • 10.2.1.3.1 Europe Platform Market by Country
        • 10.2.1.3.2 Europe Software Market by Country
        • 10.2.1.3.3 Europe Framework Market by Country
      • 10.2.1.4 Europe Services Market by Country
    • 10.2.2 Europe Multimodal AI Market by Type
      • 10.2.2.1 Europe Generative Market by Country
      • 10.2.2.2 Europe Translative Market by Country
      • 10.2.2.3 Europe Interactive Market by Country
      • 10.2.2.4 Europe Explanatory Market by Country
    • 10.2.3 Europe Multimodal AI Market by Technology
      • 10.2.3.1 Europe Natural Language Processing Market by Country
      • 10.2.3.2 Europe Machine Learning Market by Country
      • 10.2.3.3 Europe Computer Vision Market by Country
      • 10.2.3.4 Europe Context Awareness Market by Country
      • 10.2.3.5 Europe Internet of Things Market by Country
    • 10.2.4 Europe Multimodal AI Market by Data Modality
      • 10.2.4.1 Europe Image Data Market by Country
      • 10.2.4.2 Europe Video Data Market by Country
      • 10.2.4.3 Europe Text Data Market by Country
      • 10.2.4.4 Europe Speech & Voice Data Market by Country
      • 10.2.4.5 Europe Audio Data Market by Country
    • 10.2.5 Europe Multimodal AI Market by Vertical
      • 10.2.5.1 Europe BFSI Market by Country
      • 10.2.5.2 Europe Government & Public Sector Market by Country
      • 10.2.5.3 Europe Automotive, Transportation & Logistics Market by Country
      • 10.2.5.4 Europe Healthcare & Lifesciences Market by Country
      • 10.2.5.5 Europe Media & Entertainment Market by Country
      • 10.2.5.6 Europe Manufacturing Market by Country
      • 10.2.5.7 Europe Retail & eCommerce Market by Country
      • 10.2.5.8 Europe Telecommunications Market by Country
      • 10.2.5.9 Europe Others Market by Country
    • 10.2.6 Europe Multimodal AI Market by Country
      • 10.2.6.1 Germany Multimodal AI Market
        • 10.2.6.1.1 Germany Multimodal AI Market by Offering
        • 10.2.6.1.2 Germany Multimodal AI Market by Type
        • 10.2.6.1.3 Germany Multimodal AI Market by Technology
        • 10.2.6.1.4 Germany Multimodal AI Market by Data Modality
        • 10.2.6.1.5 Germany Multimodal AI Market by Vertical
      • 10.2.6.2 UK Multimodal AI Market
        • 10.2.6.2.1 UK Multimodal AI Market by Offering
        • 10.2.6.2.2 UK Multimodal AI Market by Type
        • 10.2.6.2.3 UK Multimodal AI Market by Technology
        • 10.2.6.2.4 UK Multimodal AI Market by Data Modality
        • 10.2.6.2.5 UK Multimodal AI Market by Vertical
      • 10.2.6.3 France Multimodal AI Market
        • 10.2.6.3.1 France Multimodal AI Market by Offering
        • 10.2.6.3.2 France Multimodal AI Market by Type
        • 10.2.6.3.3 France Multimodal AI Market by Technology
        • 10.2.6.3.4 France Multimodal AI Market by Data Modality
        • 10.2.6.3.5 France Multimodal AI Market by Vertical
      • 10.2.6.4 Russia Multimodal AI Market
        • 10.2.6.4.1 Russia Multimodal AI Market by Offering
        • 10.2.6.4.2 Russia Multimodal AI Market by Type
        • 10.2.6.4.3 Russia Multimodal AI Market by Technology
        • 10.2.6.4.4 Russia Multimodal AI Market by Data Modality
        • 10.2.6.4.5 Russia Multimodal AI Market by Vertical
      • 10.2.6.5 Spain Multimodal AI Market
        • 10.2.6.5.1 Spain Multimodal AI Market by Offering
        • 10.2.6.5.2 Spain Multimodal AI Market by Type
        • 10.2.6.5.3 Spain Multimodal AI Market by Technology
        • 10.2.6.5.4 Spain Multimodal AI Market by Data Modality
        • 10.2.6.5.5 Spain Multimodal AI Market by Vertical
      • 10.2.6.6 Italy Multimodal AI Market
        • 10.2.6.6.1 Italy Multimodal AI Market by Offering
        • 10.2.6.6.2 Italy Multimodal AI Market by Type
        • 10.2.6.6.3 Italy Multimodal AI Market by Technology
        • 10.2.6.6.4 Italy Multimodal AI Market by Data Modality
        • 10.2.6.6.5 Italy Multimodal AI Market by Vertical
      • 10.2.6.7 Rest of Europe Multimodal AI Market
        • 10.2.6.7.1 Rest of Europe Multimodal AI Market by Offering
        • 10.2.6.7.2 Rest of Europe Multimodal AI Market by Type
        • 10.2.6.7.3 Rest of Europe Multimodal AI Market by Technology
        • 10.2.6.7.4 Rest of Europe Multimodal AI Market by Data Modality
        • 10.2.6.7.5 Rest of Europe Multimodal AI Market by Vertical
  • 10.3 Asia Pacific Multimodal AI Market
    • 10.3.1 Asia Pacific Multimodal AI Market by Offering
      • 10.3.1.1 Asia Pacific Solution Market by Country
      • 10.3.1.2 Asia Pacific Multimodal AI Market by Solution Deployment Type
        • 10.3.1.2.1 Asia Pacific Cloud Market by Country
        • 10.3.1.2.2 Asia Pacific On-premise Market by Country
      • 10.3.1.3 Asia Pacific Multimodal AI Market by Solution Type
        • 10.3.1.3.1 Asia Pacific Platform Market by Country
        • 10.3.1.3.2 Asia Pacific Software Market by Country
        • 10.3.1.3.3 Asia Pacific Framework Market by Country
      • 10.3.1.4 Asia Pacific Services Market by Country
    • 10.3.2 Asia Pacific Multimodal AI Market by Type
      • 10.3.2.1 Asia Pacific Generative Market by Country
      • 10.3.2.2 Asia Pacific Translative Market by Country
      • 10.3.2.3 Asia Pacific Interactive Market by Country
      • 10.3.2.4 Asia Pacific Explanatory Market by Country
    • 10.3.3 Asia Pacific Multimodal AI Market by Technology
      • 10.3.3.1 Asia Pacific Natural Language Processing Market by Country
      • 10.3.3.2 Asia Pacific Machine Learning Market by Country
      • 10.3.3.3 Asia Pacific Computer Vision Market by Country
      • 10.3.3.4 Asia Pacific Context Awareness Market by Country
      • 10.3.3.5 Asia Pacific Internet of Things Market by Country
    • 10.3.4 Asia Pacific Multimodal AI Market by Data Modality
      • 10.3.4.1 Asia Pacific Image Data Market by Country
      • 10.3.4.2 Asia Pacific Video Data Market by Country
      • 10.3.4.3 Asia Pacific Text Data Market by Country
      • 10.3.4.4 Asia Pacific Speech & Voice Data Market by Country
      • 10.3.4.5 Asia Pacific Audio Data Market by Country
    • 10.3.5 Asia Pacific Multimodal AI Market by Vertical
      • 10.3.5.1 Asia Pacific BFSI Market by Country
      • 10.3.5.2 Asia Pacific Government & Public Sector Market by Country
      • 10.3.5.3 Asia Pacific Automotive, Transportation & Logistics Market by Country
      • 10.3.5.4 Asia Pacific Healthcare & Lifesciences Market by Country
      • 10.3.5.5 Asia Pacific Media & Entertainment Market by Country
      • 10.3.5.6 Asia Pacific Manufacturing Market by Country
      • 10.3.5.7 Asia Pacific Retail & eCommerce Market by Country
      • 10.3.5.8 Asia Pacific Telecommunications Market by Country
      • 10.3.5.9 Asia Pacific Others Market by Country
    • 10.3.6 Asia Pacific Multimodal AI Market by Country
      • 10.3.6.1 China Multimodal AI Market
        • 10.3.6.1.1 China Multimodal AI Market by Offering
        • 10.3.6.1.2 China Multimodal AI Market by Type
        • 10.3.6.1.3 China Multimodal AI Market by Technology
        • 10.3.6.1.4 China Multimodal AI Market by Data Modality
        • 10.3.6.1.5 China Multimodal AI Market by Vertical
      • 10.3.6.2 Japan Multimodal AI Market
        • 10.3.6.2.1 Japan Multimodal AI Market by Offering
        • 10.3.6.2.2 Japan Multimodal AI Market by Type
        • 10.3.6.2.3 Japan Multimodal AI Market by Technology
        • 10.3.6.2.4 Japan Multimodal AI Market by Data Modality
        • 10.3.6.2.5 Japan Multimodal AI Market by Vertical
      • 10.3.6.3 India Multimodal AI Market
        • 10.3.6.3.1 India Multimodal AI Market by Offering
        • 10.3.6.3.2 India Multimodal AI Market by Type
        • 10.3.6.3.3 India Multimodal AI Market by Technology
        • 10.3.6.3.4 India Multimodal AI Market by Data Modality
        • 10.3.6.3.5 India Multimodal AI Market by Vertical
      • 10.3.6.4 South Korea Multimodal AI Market
        • 10.3.6.4.1 South Korea Multimodal AI Market by Offering
        • 10.3.6.4.2 South Korea Multimodal AI Market by Type
        • 10.3.6.4.3 South Korea Multimodal AI Market by Technology
        • 10.3.6.4.4 South Korea Multimodal AI Market by Data Modality
        • 10.3.6.4.5 South Korea Multimodal AI Market by Vertical
      • 10.3.6.5 Singapore Multimodal AI Market
        • 10.3.6.5.1 Singapore Multimodal AI Market by Offering
        • 10.3.6.5.2 Singapore Multimodal AI Market by Type
        • 10.3.6.5.3 Singapore Multimodal AI Market by Technology
        • 10.3.6.5.4 Singapore Multimodal AI Market by Data Modality
        • 10.3.6.5.5 Singapore Multimodal AI Market by Vertical
      • 10.3.6.6 Malaysia Multimodal AI Market
        • 10.3.6.6.1 Malaysia Multimodal AI Market by Offering
        • 10.3.6.6.2 Malaysia Multimodal AI Market by Type
        • 10.3.6.6.3 Malaysia Multimodal AI Market by Technology
        • 10.3.6.6.4 Malaysia Multimodal AI Market by Data Modality
        • 10.3.6.6.5 Malaysia Multimodal AI Market by Vertical
      • 10.3.6.7 Rest of Asia Pacific Multimodal AI Market
        • 10.3.6.7.1 Rest of Asia Pacific Multimodal AI Market by Offering
        • 10.3.6.7.2 Rest of Asia Pacific Multimodal AI Market by Type
        • 10.3.6.7.3 Rest of Asia Pacific Multimodal AI Market by Technology
        • 10.3.6.7.4 Rest of Asia Pacific Multimodal AI Market by Data Modality
        • 10.3.6.7.5 Rest of Asia Pacific Multimodal AI Market by Vertical
  • 10.4 LAMEA Multimodal AI Market
    • 10.4.1 LAMEA Multimodal AI Market by Offering
      • 10.4.1.1 LAMEA Solution Market by Country
      • 10.4.1.2 LAMEA Multimodal AI Market by Solution Deployment Type
        • 10.4.1.2.1 LAMEA Cloud Market by Country
        • 10.4.1.2.2 LAMEA On-premise Market by Country
      • 10.4.1.3 LAMEA Multimodal AI Market by Solution Type
        • 10.4.1.3.1 LAMEA Platform Market by Country
        • 10.4.1.3.2 LAMEA Software Market by Country
        • 10.4.1.3.3 LAMEA Framework Market by Country
      • 10.4.1.4 LAMEA Services Market by Country
    • 10.4.2 LAMEA Multimodal AI Market by Type
      • 10.4.2.1 LAMEA Generative Market by Country
      • 10.4.2.2 LAMEA Translative Market by Country
      • 10.4.2.3 LAMEA Interactive Market by Country
      • 10.4.2.4 LAMEA Explanatory Market by Country
    • 10.4.3 LAMEA Multimodal AI Market by Technology
      • 10.4.3.1 LAMEA Natural Language Processing Market by Country
      • 10.4.3.2 LAMEA Machine Learning Market by Country
      • 10.4.3.3 LAMEA Computer Vision Market by Country
      • 10.4.3.4 LAMEA Context Awareness Market by Country
      • 10.4.3.5 LAMEA Internet of Things Market by Country
    • 10.4.4 LAMEA Multimodal AI Market by Data Modality
      • 10.4.4.1 LAMEA Image Data Market by Country
      • 10.4.4.2 LAMEA Video Data Market by Country
      • 10.4.4.3 LAMEA Text Data Market by Country
      • 10.4.4.4 LAMEA Speech & Voice Data Market by Country
      • 10.4.4.5 LAMEA Audio Data Market by Country
    • 10.4.5 LAMEA Multimodal AI Market by Vertical
      • 10.4.5.1 LAMEA BFSI Market by Country
      • 10.4.5.2 LAMEA Government & Public Sector Market by Country
      • 10.4.5.3 LAMEA Automotive, Transportation & Logistics Market by Country
      • 10.4.5.4 LAMEA Healthcare & Lifesciences Market by Country
      • 10.4.5.5 LAMEA Media & Entertainment Market by Country
      • 10.4.5.6 LAMEA Manufacturing Market by Country
      • 10.4.5.7 LAMEA Retail & eCommerce Market by Country
      • 10.4.5.8 LAMEA Telecommunications Market by Country
      • 10.4.5.9 LAMEA Others Market by Country
    • 10.4.6 LAMEA Multimodal AI Market by Country
      • 10.4.6.1 Brazil Multimodal AI Market
        • 10.4.6.1.1 Brazil Multimodal AI Market by Offering
        • 10.4.6.1.2 Brazil Multimodal AI Market by Type
        • 10.4.6.1.3 Brazil Multimodal AI Market by Technology
        • 10.4.6.1.4 Brazil Multimodal AI Market by Data Modality
        • 10.4.6.1.5 Brazil Multimodal AI Market by Vertical
      • 10.4.6.2 Argentina Multimodal AI Market
        • 10.4.6.2.1 Argentina Multimodal AI Market by Offering
        • 10.4.6.2.2 Argentina Multimodal AI Market by Type
        • 10.4.6.2.3 Argentina Multimodal AI Market by Technology
        • 10.4.6.2.4 Argentina Multimodal AI Market by Data Modality
        • 10.4.6.2.5 Argentina Multimodal AI Market by Vertical
      • 10.4.6.3 UAE Multimodal AI Market
        • 10.4.6.3.1 UAE Multimodal AI Market by Offering
        • 10.4.6.3.2 UAE Multimodal AI Market by Type
        • 10.4.6.3.3 UAE Multimodal AI Market by Technology
        • 10.4.6.3.4 UAE Multimodal AI Market by Data Modality
        • 10.4.6.3.5 UAE Multimodal AI Market by Vertical
      • 10.4.6.4 Saudi Arabia Multimodal AI Market
        • 10.4.6.4.1 Saudi Arabia Multimodal AI Market by Offering
        • 10.4.6.4.2 Saudi Arabia Multimodal AI Market by Type
        • 10.4.6.4.3 Saudi Arabia Multimodal AI Market by Technology
        • 10.4.6.4.4 Saudi Arabia Multimodal AI Market by Data Modality
        • 10.4.6.4.5 Saudi Arabia Multimodal AI Market by Vertical
      • 10.4.6.5 South Africa Multimodal AI Market
        • 10.4.6.5.1 South Africa Multimodal AI Market by Offering
        • 10.4.6.5.2 South Africa Multimodal AI Market by Type
        • 10.4.6.5.3 South Africa Multimodal AI Market by Technology
        • 10.4.6.5.4 South Africa Multimodal AI Market by Data Modality
        • 10.4.6.5.5 South Africa Multimodal AI Market by Vertical
      • 10.4.6.6 Nigeria Multimodal AI Market
        • 10.4.6.6.1 Nigeria Multimodal AI Market by Offering
        • 10.4.6.6.2 Nigeria Multimodal AI Market by Type
        • 10.4.6.6.3 Nigeria Multimodal AI Market by Technology
        • 10.4.6.6.4 Nigeria Multimodal AI Market by Data Modality
        • 10.4.6.6.5 Nigeria Multimodal AI Market by Vertical
      • 10.4.6.7 Rest of LAMEA Multimodal AI Market
        • 10.4.6.7.1 Rest of LAMEA Multimodal AI Market by Offering
        • 10.4.6.7.2 Rest of LAMEA Multimodal AI Market by Type
        • 10.4.6.7.3 Rest of LAMEA Multimodal AI Market by Technology
        • 10.4.6.7.4 Rest of LAMEA Multimodal AI Market by Data Modality
        • 10.4.6.7.5 Rest of LAMEA Multimodal AI Market by Vertical

Chapter 11. Company Profiles

  • 11.1 Twelve Labs Inc.
    • 11.1.1 Company Overview
  • 11.2 Aimesoft
    • 11.2.1 Company Overview
    • 11.2.2 Recent strategies and developments:
      • 11.2.2.1 Product Launches and Product Expansions:
      • 11.2.2.2 Geographical Expansions:
  • 11.3 Jina AI GmbH
    • 11.3.1 Company Overview
  • 11.4 Uniphore Technologies Inc.
    • 11.4.1 Company Overview
    • 11.4.2 Recent strategies and developments:
      • 11.4.2.1 Partnerships, Collaborations, and Agreements:
      • 11.4.2.2 Acquisition and Mergers:
  • 11.5 Google LLC (Alphabet Inc.)
    • 11.5.1 Company Overview
    • 11.5.2 Financial Analysis
    • 11.5.3 Segmental and Regional Analysis
    • 11.5.4 Research & Development Expense
    • 11.5.5 Recent strategies and developments:
      • 11.5.5.1 Partnerships, Collaborations, and Agreements:
      • 11.5.5.2 Product Launches and Product Expansions:
    • 11.5.6 SWOT Analysis
  • 11.6 Microsoft Corporation
    • 11.6.1 Company Overview
    • 11.6.2 Financial Analysis
    • 11.6.3 Segmental and Regional Analysis
    • 11.6.4 Research & Development Expenses
    • 11.6.5 Recent strategies and developments:
      • 11.6.5.1 Partnerships, Collaborations, and Agreements:
      • 11.6.5.2 Product Launches and Product Expansions:
    • 11.6.6 SWOT Analysis
  • 11.7 OpenAI, L.L.C.
    • 11.7.1 Company Overview
    • 11.7.2 Recent strategies and developments:
      • 11.7.2.1 Partnerships, Collaborations, and Agreements:
    • 11.7.3 SWOT Analysis
  • 11.8 Meta Platforms, Inc. (Meta)
    • 11.8.1 Company Overview
    • 11.8.2 Financial Analysis
    • 11.8.3 Segment and Regional Analysis
    • 11.8.4 Research & Development Expense
    • 11.8.5 Recent strategies and developments:
      • 11.8.5.1 Partnerships, Collaborations, and Agreements:
      • 11.8.5.2 Product Launches and Product Expansions:
    • 11.8.6 SWOT Analysis
  • 11.9 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 11.9.1 Company Overview
    • 11.9.2 Financial Analysis
    • 11.9.3 Segmental Analysis
    • 11.9.4 Recent strategies and developments:
      • 11.9.4.1 Partnerships, Collaborations, and Agreements:
      • 11.9.4.2 Product Launches and Product Expansions:
    • 11.9.5 SWOT Analysis
  • 11.10. IBM Corporation
    • 11.10.1 Company Overview
    • 11.10.2 Financial Analysis
    • 11.10.3 Regional & Segmental Analysis
    • 11.10.4 Research & Development Expenses
    • 11.10.5 Recent strategies and developments:
      • 11.10.5.1 Partnerships, Collaborations, and Agreements:
      • 11.10.5.2 Product Launches and Product Expansions:
    • 11.10.6 SWOT Analysis

Chapter 12. Winning Strategies of Multimodal AI Market

LIST OF TABLES

  • TABLE 1 Global Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 2 Global Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Multimodal AI MARKET
  • TABLE 4 Product Launches And Product Expansions- Multimodal AI Market
  • TABLE 5 Acquisition and Mergers- Multimodal AI Market
  • TABLE 6 Geographical Exxpansion - Multimodal AI Market
  • TABLE 7 Global Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 8 Global Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 9 Global Solution Market by Region, 2019 - 2022, USD Million
  • TABLE 10 Global Solution Market by Region, 2023 - 2030, USD Million
  • TABLE 11 Global Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 12 Global Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 13 Global Cloud Market by Region, 2019 - 2022, USD Million
  • TABLE 14 Global Cloud Market by Region, 2023 - 2030, USD Million
  • TABLE 15 Global On-premise Market by Region, 2019 - 2022, USD Million
  • TABLE 16 Global On-premise Market by Region, 2023 - 2030, USD Million
  • TABLE 17 Global Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 18 Global Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 19 Global Platform Market by Region, 2019 - 2022, USD Million
  • TABLE 20 Global Platform Market by Region, 2023 - 2030, USD Million
  • TABLE 21 Global Software Market by Region, 2019 - 2022, USD Million
  • TABLE 22 Global Software Market by Region, 2023 - 2030, USD Million
  • TABLE 23 Global Framework Market by Region, 2019 - 2022, USD Million
  • TABLE 24 Global Framework Market by Region, 2023 - 2030, USD Million
  • TABLE 25 Global Services Market by Region, 2019 - 2022, USD Million
  • TABLE 26 Global Services Market by Region, 2023 - 2030, USD Million
  • TABLE 27 Global Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 28 Global Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 29 Global Generative Market by Region, 2019 - 2022, USD Million
  • TABLE 30 Global Generative Market by Region, 2023 - 2030, USD Million
  • TABLE 31 Global Translative Market by Region, 2019 - 2022, USD Million
  • TABLE 32 Global Translative Market by Region, 2023 - 2030, USD Million
  • TABLE 33 Global Interactive Market by Region, 2019 - 2022, USD Million
  • TABLE 34 Global Interactive Market by Region, 2023 - 2030, USD Million
  • TABLE 35 Global Explanatory Market by Region, 2019 - 2022, USD Million
  • TABLE 36 Global Explanatory Market by Region, 2023 - 2030, USD Million
  • TABLE 37 Global Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 38 Global Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 39 Global Natural Language Processing Market by Region, 2019 - 2022, USD Million
  • TABLE 40 Global Natural Language Processing Market by Region, 2023 - 2030, USD Million
  • TABLE 41 Global Machine Learning Market by Region, 2019 - 2022, USD Million
  • TABLE 42 Global Machine Learning Market by Region, 2023 - 2030, USD Million
  • TABLE 43 Global Computer Vision Market by Region, 2019 - 2022, USD Million
  • TABLE 44 Global Computer Vision Market by Region, 2023 - 2030, USD Million
  • TABLE 45 Global Context Awareness Market by Region, 2019 - 2022, USD Million
  • TABLE 46 Global Context Awareness Market by Region, 2023 - 2030, USD Million
  • TABLE 47 Global Internet of Things Market by Region, 2019 - 2022, USD Million
  • TABLE 48 Global Internet of Things Market by Region, 2023 - 2030, USD Million
  • TABLE 49 Global Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 50 Global Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 51 Global Image Data Market by Region, 2019 - 2022, USD Million
  • TABLE 52 Global Image Data Market by Region, 2023 - 2030, USD Million
  • TABLE 53 Global Video Data Market by Region, 2019 - 2022, USD Million
  • TABLE 54 Global Video Data Market by Region, 2023 - 2030, USD Million
  • TABLE 55 Global Text Data Market by Region, 2019 - 2022, USD Million
  • TABLE 56 Global Text Data Market by Region, 2023 - 2030, USD Million
  • TABLE 57 Global Speech & Voice Data Market by Region, 2019 - 2022, USD Million
  • TABLE 58 Global Speech & Voice Data Market by Region, 2023 - 2030, USD Million
  • TABLE 59 Global Audio Data Market by Region, 2019 - 2022, USD Million
  • TABLE 60 Global Audio Data Market by Region, 2023 - 2030, USD Million
  • TABLE 61 Global Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 62 Global Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 63 Global BFSI Market by Region, 2019 - 2022, USD Million
  • TABLE 64 Global BFSI Market by Region, 2023 - 2030, USD Million
  • TABLE 65 Global Government & Public Sector Market by Region, 2019 - 2022, USD Million
  • TABLE 66 Global Government & Public Sector Market by Region, 2023 - 2030, USD Million
  • TABLE 67 Global Automotive, Transportation & Logistics Market by Region, 2019 - 2022, USD Million
  • TABLE 68 Global Automotive, Transportation & Logistics Market by Region, 2023 - 2030, USD Million
  • TABLE 69 Global Healthcare & Lifesciences Market by Region, 2019 - 2022, USD Million
  • TABLE 70 Global Healthcare & Lifesciences Market by Region, 2023 - 2030, USD Million
  • TABLE 71 Global Media & Entertainment Market by Region, 2019 - 2022, USD Million
  • TABLE 72 Global Media & Entertainment Market by Region, 2023 - 2030, USD Million
  • TABLE 73 Global Manufacturing Market by Region, 2019 - 2022, USD Million
  • TABLE 74 Global Manufacturing Market by Region, 2023 - 2030, USD Million
  • TABLE 75 Global Retail & eCommerce Market by Region, 2019 - 2022, USD Million
  • TABLE 76 Global Retail & eCommerce Market by Region, 2023 - 2030, USD Million
  • TABLE 77 Global Telecommunications Market by Region, 2019 - 2022, USD Million
  • TABLE 78 Global Telecommunications Market by Region, 2023 - 2030, USD Million
  • TABLE 79 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 80 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 81 Global Multimodal AI Market by Region, 2019 - 2022, USD Million
  • TABLE 82 Global Multimodal AI Market by Region, 2023 - 2030, USD Million
  • TABLE 83 North America Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 84 North America Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 85 North America Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 86 North America Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 87 North America Solution Market by Region, 2019 - 2022, USD Million
  • TABLE 88 North America Solution Market by Region, 2023 - 2030, USD Million
  • TABLE 89 North America Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 90 North America Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 91 North America Cloud Market by Region, 2019 - 2022, USD Million
  • TABLE 92 North America Cloud Market by Region, 2023 - 2030, USD Million
  • TABLE 93 North America On-premise Market by Region, 2019 - 2022, USD Million
  • TABLE 94 North America On-premise Market by Region, 2023 - 2030, USD Million
  • TABLE 95 North America Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 96 North America Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 97 North America Platform Market by Country, 2019 - 2022, USD Million
  • TABLE 98 North America Platform Market by Country, 2023 - 2030, USD Million
  • TABLE 99 North America Software Market by Country, 2019 - 2022, USD Million
  • TABLE 100 North America Software Market by Country, 2023 - 2030, USD Million
  • TABLE 101 North America Framework Market by Country, 2019 - 2022, USD Million
  • TABLE 102 North America Framework Market by Country, 2023 - 2030, USD Million
  • TABLE 103 North America Services Market by Region, 2019 - 2022, USD Million
  • TABLE 104 North America Services Market by Region, 2023 - 2030, USD Million
  • TABLE 105 North America Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 106 North America Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 107 North America Generative Market by Country, 2019 - 2022, USD Million
  • TABLE 108 North America Generative Market by Country, 2023 - 2030, USD Million
  • TABLE 109 North America Translative Market by Country, 2019 - 2022, USD Million
  • TABLE 110 North America Translative Market by Country, 2023 - 2030, USD Million
  • TABLE 111 North America Interactive Market by Country, 2019 - 2022, USD Million
  • TABLE 112 North America Interactive Market by Country, 2023 - 2030, USD Million
  • TABLE 113 North America Explanatory Market by Country, 2019 - 2022, USD Million
  • TABLE 114 North America Explanatory Market by Country, 2023 - 2030, USD Million
  • TABLE 115 North America Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 116 North America Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 117 North America Natural Language Processing Market by Country, 2019 - 2022, USD Million
  • TABLE 118 North America Natural Language Processing Market by Country, 2023 - 2030, USD Million
  • TABLE 119 North America Machine Learning Market by Country, 2019 - 2022, USD Million
  • TABLE 120 North America Machine Learning Market by Country, 2023 - 2030, USD Million
  • TABLE 121 North America Computer Vision Market by Country, 2019 - 2022, USD Million
  • TABLE 122 North America Computer Vision Market by Country, 2023 - 2030, USD Million
  • TABLE 123 North America Context Awareness Market by Country, 2019 - 2022, USD Million
  • TABLE 124 North America Context Awareness Market by Country, 2023 - 2030, USD Million
  • TABLE 125 North America Internet of Things Market by Country, 2019 - 2022, USD Million
  • TABLE 126 North America Internet of Things Market by Country, 2023 - 2030, USD Million
  • TABLE 127 North America Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 128 North America Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 129 North America Image Data Market by Country, 2019 - 2022, USD Million
  • TABLE 130 North America Image Data Market by Country, 2023 - 2030, USD Million
  • TABLE 131 North America Video Data Market by Country, 2019 - 2022, USD Million
  • TABLE 132 North America Video Data Market by Country, 2023 - 2030, USD Million
  • TABLE 133 North America Text Data Market by Country, 2019 - 2022, USD Million
  • TABLE 134 North America Text Data Market by Country, 2023 - 2030, USD Million
  • TABLE 135 North America Speech & Voice Data Market by Country, 2019 - 2022, USD Million
  • TABLE 136 North America Speech & Voice Data Market by Country, 2023 - 2030, USD Million
  • TABLE 137 North America Audio Data Market by Country, 2019 - 2022, USD Million
  • TABLE 138 North America Audio Data Market by Country, 2023 - 2030, USD Million
  • TABLE 139 North America Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 140 North America Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 141 North America BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 142 North America BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 143 North America Government & Public Sector Market by Country, 2019 - 2022, USD Million
  • TABLE 144 North America Government & Public Sector Market by Country, 2023 - 2030, USD Million
  • TABLE 145 North America Automotive, Transportation & Logistics Market by Country, 2019 - 2022, USD Million
  • TABLE 146 North America Automotive, Transportation & Logistics Market by Country, 2023 - 2030, USD Million
  • TABLE 147 North America Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 148 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 149 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
  • TABLE 150 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 151 North America Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 152 North America Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 153 North America Retail & eCommerce Market by Country, 2019 - 2022, USD Million
  • TABLE 154 North America Retail & eCommerce Market by Country, 2023 - 2030, USD Million
  • TABLE 155 North America Telecommunications Market by Country, 2019 - 2022, USD Million
  • TABLE 156 North America Telecommunications Market by Country, 2023 - 2030, USD Million
  • TABLE 157 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 158 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 159 North America Multimodal AI Market by Country, 2019 - 2022, USD Million
  • TABLE 160 North America Multimodal AI Market by Country, 2023 - 2030, USD Million
  • TABLE 161 US Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 162 US Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 163 US Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 164 US Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 165 US Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 166 US Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 167 US Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 168 US Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 169 US Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 170 US Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 171 US Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 172 US Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 173 US Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 174 US Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 175 US Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 176 US Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 177 Canada Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 178 Canada Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 179 Canada Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 180 Canada Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 181 Canada Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 182 Canada Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 183 Canada Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 184 Canada Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 185 Canada Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 186 Canada Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 187 Canada Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 188 Canada Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 189 Canada Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 190 Canada Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 191 Canada Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 192 Canada Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 193 Mexico Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 194 Mexico Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 195 Mexico Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 196 Mexico Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 197 Mexico Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 198 Mexico Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 199 Mexico Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 200 Mexico Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 201 Mexico Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 202 Mexico Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 203 Mexico Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 204 Mexico Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 205 Mexico Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 206 Mexico Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 207 Mexico Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 208 Mexico Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 209 Rest of North America Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 210 Rest of North America Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 211 Rest of North America Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 212 Rest of North America Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 213 Rest of North America Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 214 Rest of North America Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 215 Rest of North America Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 216 Rest of North America Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 217 Rest of North America Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 218 Rest of North America Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 219 Rest of North America Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 220 Rest of North America Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 221 Rest of North America Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 222 Rest of North America Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 223 Rest of North America Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 224 Rest of North America Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 225 Europe Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 226 Europe Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 227 Europe Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 228 Europe Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 229 Europe Solution Market by Country, 2019 - 2022, USD Million
  • TABLE 230 Europe Solution Market by Country, 2023 - 2030, USD Million
  • TABLE 231 Europe Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 232 Europe Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 233 Europe Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 234 Europe Cloud Market by Country, 2023 - 2030, USD Million
  • TABLE 235 Europe On-premise Market by Country, 2019 - 2022, USD Million
  • TABLE 236 Europe On-premise Market by Country, 2023 - 2030, USD Million
  • TABLE 237 Europe Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 238 Europe Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 239 Europe Platform Market by Country, 2019 - 2022, USD Million
  • TABLE 240 Europe Platform Market by Country, 2023 - 2030, USD Million
  • TABLE 241 Europe Software Market by Country, 2019 - 2022, USD Million
  • TABLE 242 Europe Software Market by Country, 2023 - 2030, USD Million
  • TABLE 243 Europe Framework Market by Country, 2019 - 2022, USD Million
  • TABLE 244 Europe Framework Market by Country, 2023 - 2030, USD Million
  • TABLE 245 Europe Services Market by Country, 2019 - 2022, USD Million
  • TABLE 246 Europe Services Market by Country, 2023 - 2030, USD Million
  • TABLE 247 Europe Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 248 Europe Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 249 Europe Generative Market by Country, 2019 - 2022, USD Million
  • TABLE 250 Europe Generative Market by Country, 2023 - 2030, USD Million
  • TABLE 251 Europe Translative Market by Country, 2019 - 2022, USD Million
  • TABLE 252 Europe Translative Market by Country, 2023 - 2030, USD Million
  • TABLE 253 Europe Interactive Market by Country, 2019 - 2022, USD Million
  • TABLE 254 Europe Interactive Market by Country, 2023 - 2030, USD Million
  • TABLE 255 Europe Explanatory Market by Country, 2019 - 2022, USD Million
  • TABLE 256 Europe Explanatory Market by Country, 2023 - 2030, USD Million
  • TABLE 257 Europe Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 258 Europe Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 259 Europe Natural Language Processing Market by Country, 2019 - 2022, USD Million
  • TABLE 260 Europe Natural Language Processing Market by Country, 2023 - 2030, USD Million
  • TABLE 261 Europe Machine Learning Market by Country, 2019 - 2022, USD Million
  • TABLE 262 Europe Machine Learning Market by Country, 2023 - 2030, USD Million
  • TABLE 263 Europe Computer Vision Market by Country, 2019 - 2022, USD Million
  • TABLE 264 Europe Computer Vision Market by Country, 2023 - 2030, USD Million
  • TABLE 265 Europe Context Awareness Market by Country, 2019 - 2022, USD Million
  • TABLE 266 Europe Context Awareness Market by Country, 2023 - 2030, USD Million
  • TABLE 267 Europe Internet of Things Market by Country, 2019 - 2022, USD Million
  • TABLE 268 Europe Internet of Things Market by Country, 2023 - 2030, USD Million
  • TABLE 269 Europe Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 270 Europe Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 271 Europe Image Data Market by Country, 2019 - 2022, USD Million
  • TABLE 272 Europe Image Data Market by Country, 2023 - 2030, USD Million
  • TABLE 273 Europe Video Data Market by Country, 2019 - 2022, USD Million
  • TABLE 274 Europe Video Data Market by Country, 2023 - 2030, USD Million
  • TABLE 275 Europe Text Data Market by Country, 2019 - 2022, USD Million
  • TABLE 276 Europe Text Data Market by Country, 2023 - 2030, USD Million
  • TABLE 277 Europe Speech & Voice Data Market by Country, 2019 - 2022, USD Million
  • TABLE 278 Europe Speech & Voice Data Market by Country, 2023 - 2030, USD Million
  • TABLE 279 Europe Audio Data Market by Country, 2019 - 2022, USD Million
  • TABLE 280 Europe Audio Data Market by Country, 2023 - 2030, USD Million
  • TABLE 281 Europe Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 282 Europe Multimodal AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 283 Europe BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 284 Europe BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 285 Europe Government & Public Sector Market by Country, 2019 - 2022, USD Million
  • TABLE 286 Europe Government & Public Sector Market by Country, 2023 - 2030, USD Million
  • TABLE 287 Europe Automotive, Transportation & Logistics Market by Country, 2019 - 2022, USD Million
  • TABLE 288 Europe Automotive, Transportation & Logistics Market by Country, 2023 - 2030, USD Million
  • TABLE 289 Europe Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 290 Europe Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 291 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Million
  • TABLE 292 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 293 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 294 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 295 Europe Retail & eCommerce Market by Country, 2019 - 2022, USD Million
  • TABLE 296 Europe Retail & eCommerce Market by Country, 2023 - 2030, USD Million
  • TABLE 297 Europe Telecommunications Market by Country, 2019 - 2022, USD Million
  • TABLE 298 Europe Telecommunications Market by Country, 2023 - 2030, USD Million
  • TABLE 299 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 300 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 301 Europe Multimodal AI Market by Country, 2019 - 2022, USD Million
  • TABLE 302 Europe Multimodal AI Market by Country, 2023 - 2030, USD Million
  • TABLE 303 Germany Multimodal AI Market, 2019 - 2022, USD Million
  • TABLE 304 Germany Multimodal AI Market, 2023 - 2030, USD Million
  • TABLE 305 Germany Multimodal AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 306 Germany Multimodal AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 307 Germany Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
  • TABLE 308 Germany Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
  • TABLE 309 Germany Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
  • TABLE 310 Germany Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
  • TABLE 311 Germany Multimodal AI Market by Type, 2019 - 2022, USD Million
  • TABLE 312 Germany Multimodal AI Market by Type, 2023 - 2030, USD Million
  • TABLE 313 Germany Multimodal AI Market by Technology, 2019 - 2022, USD Million
  • TABLE 314 Germany Multimodal AI Market by Technology, 2023 - 2030, USD Million
  • TABLE 315 Germany Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
  • TABLE 316 Germany Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
  • TABLE 317 Germany Multimodal AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 318 Germany Multimodal AI Market by Vertical, 2023 - 2030, USD Million