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多模式人工智慧全球市場規模、佔有率、行業趨勢分析報告：按產品、按類型、按技術、按資料模式、按行業、按地區、展望和預測，2023-2030
市場調查報告書
商品編碼
1397718

多模式人工智慧全球市場規模、佔有率、行業趨勢分析報告：按產品、按類型、按技術、按資料模式、按行業、按地區、展望和預測，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 | 訂單完成後即時交付

價格

預計到 2030 年，多模式人工智慧市場規模將達到 84 億美元，並預計在預測期內將以 32.3% 的年複合成長率成長。

根據KBV Cardinal矩陣中發布的分析，微軟公司和Google有限責任公司是該市場的先驅。 2023 年 11 月，微軟公司透過在生成式 AI 和傳統 AI 功能中引進新功能，擴大了 Azure AI 產品的範圍。借助可配置的工具和模型，開發人員可以利用 Azure AI Studio 設計創新的生成式 AI 應用程式，包括那些包含 Microsoft 生成式 AI 助理 Copilot 的應用程式。 Meta Platforms, Inc. 和 IBM Corporation 等公司是市場上的主要創新者。

市場成長要素

加速多模式生態系發展的生成式人工智慧技術

生成式人工智慧就像是人工智慧世界的創新動力來源，能夠產生文字、圖像甚至整個影片等新內容。您也可以建立結合多種資料格式的內容。例如，您可以產生圖像的詳細描述，根據文字描述創建逼真的圖像，甚至創建能夠理解內容細微差別的影片。透過以這種方式組合資料格式，生成式人工智慧和多模態人工智慧可以產生協同效應。生成式人工智慧的進步不僅增強了多方面人工智慧的創造性，也為更複雜的整合系統鋪平了道路。此外，您可以自動建立多媒體簡報，使其更具影響力和資訊量。這些方面可能會推動未來幾年的市場成長。

對客製化產業解決方案的需求不斷成長

不同的行業有不同的工作流程、法規和操作要求。客製化解決方案旨在滿足這些特定需求並確保最佳功能。產業通常在特定的法律規範下運作。可以開發客製化的解決方案，以確保符合行業規範和法規，並最大限度地降低違規風險。自訂解決方案可以無縫整合到現有工作流程、自動化流程並提高效率。這提高了生產力並降低了營運成本。與客戶直接互動的行業受益於符合客戶偏好並提高客戶滿意度的客製化解決方案。因此，對客製化和特定產業解決方案不斷成長的需求正在促進市場成長。

市場抑制因素

多模式模型中容易出現偏差

多模態人工智慧模型與單模態模型一樣，容易受到偏差的影響。由文字、圖像、影片等組成的訓練資料可能會無意中反映資料來源中的社會或文化偏見。這些偏見可以透過多種方式表現出來，包括影像識別中的性別和種族偏見，以及自然語言處理任務中的語言和上下文偏見。當多模態人工智慧模型接受此類資料的訓練時，它們將不可避免地繼承並延續這些偏見，這可能導致在做出預測和決策時出現不準確或不公平的結果。它還需要持續致力於道德人工智慧開發和負責任地使用這些技術，確保人工智慧系統技術熟練並符合道德和社會價值觀。因此，上述方面可能會阻礙未來幾年的市場成長。

發售展望

根據產品提供，市場分為解決方案和服務。 2022年，解決方案細分以最大的收益佔有率主導市場。在智慧城市計畫中實施多模式人工智慧的解決方案包括交通管理、公共應用以及使用來自各種感測器和攝影機的資料進行環境監測。此解決方案旨在分析結合 MRI、 電腦斷層掃描和 X 光等模式的醫學影像資料。這些解決方案有助於醫療診斷和治療計劃。專門處理和分析音訊和音訊資料的解決方案。這包括語音辨識、語音自然語言處理、語音生物辨識等。

解決方案展望

根據解決方案類型，市場進一步分為框架、平台和軟體。 2022年，平台細分市場以最大的收益佔有率主導市場。這類平台提供了一個整合環境，開發人員、資料科學家和企業可以利用各種人工智慧模式（文字、圖像、音訊等）來建立先進的互連人工智慧系統。市場上的平台解決方案旨在簡化開發過程，促進協作，並使企業能夠利用不同資料類型的力量來實現更先進和上下文感知的人工智慧應用程式。

按類型分類的展望

依類型分類，市場分為生成型、翻譯型、詮釋型、互動式。 2022 年，轉換型多模式人工智慧領域在市場中佔據了顯著的收益佔有率。這個術語指的是翻譯能力和多模態人工智慧的整合，表明系統不僅可以翻譯文本，還可以理解和處理來自多種模態的資訊。翻譯包含文字、圖像和音訊組合的影片、簡報和文件。

技術展望

依技術分類，市場分為機器學習、自然語言處理、電腦視覺、情境辨識和物聯網。 2022年，自然語言處理領域的市場收益佔有率最高。自然語言處理（NLP）是人工智慧的一個領域，專注於電腦和人類語言之間的互動。它涉及開發演算法和模型，使電腦能夠理解、解釋和生成類似人類的文本。 NLP 涵蓋許多任務和應用，從語言翻譯等簡單任務到情緒分析和文字摘要等複雜任務。

資料形態展望

根據資料形態，市場分為文字資料、語音/音訊資料、圖像資料、視訊資料和音訊資料。在2022年的市場中，影片資料細分市場將錄得可觀的收益佔有率。影片由單獨的幀組成，每個幀代表一個靜態影像。快速連續的幀會產生運動的錯覺。視訊資料模式對於各種應用至關重要，包括視訊內容分析、監控、娛樂、教育和醫療保健。隨著技術的進步，人工智慧系統的視訊分析能力有望進一步提高，從而能夠更深入地理解動態場景和人類活動。

產業展望

按行業分類，BFSI、零售/電子商務、通訊、政府/公共機構、醫療保健/生命科學、製造、汽車、交通/物流、媒體/娛樂等。 2022 年，零售和電子商務部門在市場中佔據了重要的收益佔有率。人工智慧驅動的虛擬試穿解決方案允許客戶使用擴增實境(AR) 來視覺化服飾、配件和家具等產品在他們身上或在家裡的樣子。Masu。此解決方案分析客戶行為，包括瀏覽歷史記錄、購買模式以及與各種媒體的互動。此資訊用於提供個人化的產品建議。增加交叉銷售和提升銷售機會，提高顧客滿意度並提高轉換率。

區域展望

從區域來看，我們對北美、歐洲、亞太地區和拉丁美洲地區的市場進行了分析。 2022年，北美地區佔據市場收益佔有率最高。北美市場是由美國和加拿大的創新和技術力所塑造的世界強國。該地區（尤其是矽谷）對創新的關注正在創造一個有利於多模式人工智慧進步的環境。北美公司處於開發和實施多模式人工智慧解決方案的前沿，反映出該地區致力於突破人工智慧的界限，以推動技術進步、增強用戶參與度和解決問題的能力。

目錄

第1章 市場範圍與調查方法

  • 市場定義
  • 目的
  • 市場範圍
  • 分割
  • 調查方法

第2章 市集名錄

  • 主要亮點

第3章市場概況

  • 介紹
    • 概述
      • 市場構成和情景
  • 影響市場的主要因素
    • 市場促進因素
    • 市場抑制因素

第4章競爭分析-世界

  • KBV Cardinal Matrix
  • 近期全產業策略發展
    • 夥伴關係、協作和協議
    • 產品發布和產品擴展
    • 收購和合併
    • 地理擴張
  • 市場佔有率分析
  • 關鍵成功策略
    • 主要策略
    • 重大策略舉措
  • 波特五力分析

第5章全球多模式人工智慧市場：依產品分類

  • 全球解決方案市場：按地區
  • 全球多模式人工智慧市場：按解決方案部署類型
    • 全球雲端市場：按地區分類
    • 全球本地部署市場：按地區
  • 全球多模式人工智慧市場：按解決方案類型
    • 全球平台市場：按地區
    • 全球軟體市場：按地區
    • 全球框架市場：按地區
  • 全球服務市場：按地區

第6章全球多模式人工智慧市場：按類型

  • 全球發電市場：按地區分類
  • 全球翻譯市場：按地區分類
  • 全球互動市場：按地區
  • 世界描述性市場：按地區

第7章 全球多模式人工智慧市場：依技術分類

  • 全球自然語言處理市場：按地區
  • 全球機器學習市場：按地區
  • 全球電腦視覺市場：按地區
  • 全球情境感知市場：按地區
  • 全球物聯網市場：按地區

第8章全球多模態人工智慧市場：依資料模態分類

  • 全球圖像資料市場：按地區分類
  • 全球視訊資料市場：按地區
  • 全球文字資料市場：按地區
  • 全球語音資料市場：按地區分類
  • 全球音訊資料市場：按地區

第9章全球多模式人工智慧市場：依產業分類

  • 全球 BFSI 市場：按地區
  • 全球政府與公共部門市場：按地區
  • 全球汽車、運輸和物流市場：按地區
  • 全球醫療保健和生命科學市場：按地區
  • 全球媒體與娛樂市場：按地區
  • 全球製造業市場：按地區
  • 全球零售與電子商務市場：按地區
  • 全球通訊市場：按地區
  • 世界其他市場：按地區

第10章全球多模式人工智慧市場：按地區

  • 北美洲
    • 北美多式聯運人工智慧市場（按國家分類）
      • 美國
      • 加拿大
      • 墨西哥
      • 其他北美地區
  • 歐洲
    • 按國家分類的歐洲多式聯運人工智慧市場
      • 德國
      • 英國
      • 法國
      • 俄羅斯
      • 西班牙
      • 義大利
      • 其他歐洲國家地區
  • 亞太地區
    • 亞太地區多模式人工智慧市場（按國家分類）
      • 中國
      • 日本
      • 印度
      • 韓國
      • 新加坡
      • 馬來西亞
      • 其他亞太地區
  • 拉丁美洲/中東/非洲
    • LAMEA 多式聯運人工智慧市場（按國家）
      • 巴西
      • 阿根廷
      • 阿拉伯聯合大公國
      • 沙烏地阿拉伯
      • 南非
      • 奈及利亞
      • 其他拉丁美洲/中東/非洲地區

第11章 公司簡介

  • 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12章：市場成功的基本條件

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