基于(关键地区、市场参与者、规模和份额)的多模式人工智能市场 - 到 2030 年的预测

Publication Month : Jan 2024

  • Report Code : TIPRE00038959
  • Category : Technology, Media and Telecommunications
  • Status : Data Released
  • No. of Pages : 150
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【研究报告】2022年多模态人工智能市场规模为8.9亿美元,预计到2030年将达到1055亿美元;预计 2022 年至 2030 年复合年增长率为 36.2%。
多模式人工智能市场分析师观点:
多模式人工智能市场预测是根据各种二次和主要研究结果(例如主要公司出版物)估计的、关联数据和数据库。另类数据在寻求非传统信息源以获得竞争优势的大型机构投资者和金融公司中广受欢迎。另类数据供应商通常依靠多模式人工智能 (AI) 技术从社交媒体平台、客户音频日志、卫星图像和文档中的结构化文本中获取信息,并将其提供给客户。利用替代数据有几个好处,但目前它确实面临一些挑战。使用多模式人工智能供应商提供的解决方案可以显着减少当前的困难。多模态人工智能无论是处理音频、图像、文本还是视频都无关紧要。它可以利用其内置的多语言识别功能来转录来自公司复杂物流链的音频,该公司的物流链各部分位于不同的地理位置。它还可以帮助公司的数据科学家利用转录的音频作为替代数据并优化操作。
多模态人工智能市场概述:
多模态人工智能是一种新的人工智能范例,其中图像、文本形式的各种数据类型、语音、数值数据与多种智能处理算法相结合,实现更高的性能。在许多现实问题中,多模态人工智能通常优于单模态人工智能。大多数人工智能系统都是单模态的。它们的设计和构建专门用于处理一种类型的数据,使用为该模式量身定制的算法。单模态人工智能系统使用自然语言处理(NLP)算法来识别文本内容并提取含义,并且聊天机器人只能产生文本输出。相比之下,可以同时集成和处理多种模式的多模式架构有可能产生不止一种类型的输出。如果此类系统的未来迭代是多模式的,那么使用生成式人工智能机器人创建基于文本的网页内容的营销人员可以提示机器人创建与其生成的文本相伴的图像。
多模式人工智能系统围绕三个基本要素构建——输入模块、融合模块、输出模块。输入模块是一组神经网络,可以接收和处理多种数据类型。由于每种数据类型均由其单独的神经网络处理,因此每个多模态 AI 输入模块都涉及大量单模态神经网络。融合模块集成并处理来自每种数据类型的相关数据,并利用每种数据类型的优势。输出模块生成有助于整体理解数据的输出。它负责创建多模态人工智能的输出。
战略见解
多模态人工智能市场驱动因素:
生成式人工智能的不断增长的应用推动多模态人工智能市场增长
生成式人工智能技术可以创建各种类型的内容以音频、图像、文本和合成数据的形式。最近生成式人工智能应用的兴起是由新用户界面的极简主义推动的,这些界面可以在几秒钟内创建高质量的图形、文本和视频。大语言模型 (LLM) 的快速进步进一步推动了生成式 AI 模型的采用,使它们能够创建有吸引力的文本并渲染逼真的图像等。此外,多模式人工智能的进步使企业能够跨多种类型的媒体(包括文本、视频和图形)创建内容。 Dall-E 等工具基于多模式人工智能,可以根据文本描述自动创建图像或从图像生成文本标题。这些因素推动了对多模式人工智能解决方案和服务的需求。
多模式人工智能市场细分分析:
多模式人工智能市场分析是通过考虑以下细分市场进行的:组件、组织规模、数据类型和最终用户。根据组件,市场分为解决方案和服务。多模式人工智能市场按组织规模分为中小企业和大型企业。从数据类型来看,市场分为音频和视频、图像和文本。根据最终用户,市场分为汽车和运输、BFSI、电子商务和零售、医疗保健、IT 和电信、媒体和娱乐等。
根据组件,多模式人工智能市场分为解决方案和服务。预计该解决方案领域将在预测期内引领多模式人工智能市场份额。多模式人工智能解决方案正在塑造一场深刻的技术变革,其影响力可能超越移动和网络革命。它极大地推动了创新和经济进步,提高了人类的知识、创造力和生产力。多模态人工智能模型可以展示一系列功能,特别是在多模态理解方面。因此,由于能够处理和无缝组合多变量信息(包括音频、代码、图像、文本和视频)的功能,解决方案领域的多模式人工智能市场增长得到了增强。
多模式人工智能市场区域分析:
北美、欧洲、亚太地区 (APAC)、中东和非洲 (MEA) 和南美洲 (SAM) 是推断多模式人工智能市场报告范围的主要分析区域。亚太地区国家的数字经济正在蓬勃发展。快速扩张的电子商务领域为多模式人工智能解决方案的应用提供了巨大的机遇。此外,不断增加的数据量需要使用先进的解决方案进行适当的分析,以加深理解并做出准确的预测。此外,越来越多的不同垂直行业的公司采用市场参与者提供的解决方案来做出更快、更好的决策,获得整个行业的竞争优势,并实时评估大数据集,这将提高多模式人工智能的市场份额在预测期内。中小企业对基于云的多模式人工智能解决方案不断增长的需求预计将在未来几年推动所研究的市场。
多模式人工智能市场主要参与者分析:
Aimesoft Inc、Alphabet Inc、Amazon Web Services Inc、IBM Corporation、Jina AI GmbH、Meta Platforms Inc、微软公司、OpenAI LLC、Twelve Labs Inc 和 Uniphore Technologies Inc 是多模式人工智能市场报告中介绍的主要参与者。在本研究中,还对其他几家主要公司进行了分析,以全面了解市场生态系统。
多模式人工智能市场最新发展:
多模式人工智能市场参与者高度采用无机和有机策略。以下是多模式人工智能市场的一些主要发展:
2023 年 12 月,Google 推出了其最先进、功能最强大的人工智能模型 Gemini,具有先进的多模式功能。该公司表示,新模型代表了人工智能技术的重大飞跃。与现有的大型语言模型 (LLM) 相比,它提供了最先进的性能。2023 年 12 月,Meta Platforms Inc 宣布开始对新的多模式 AI 模型进行小规模试验,该模型旨在在合作伙伴制造的智能眼镜上运行2023 年 11 月,开发医学影像 AI 解决方案的公司 HOPPR 宣布推出 Grace,这是一种多模态基础模型,可实现图像到图像和文本到跨所有医学成像模式的图像学习。 Grace 通过私人测试版提供给开发人员、放射学 PACS 和人工智能公司进行微调和应用程序开发。
Report Coverage
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
Segment Covered

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to segments covered.

Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
Country Scope

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to country scope.

Frequently Asked Questions


What is the estimated market size for the global multimodal AI market in 2022?

The global multimodal AI market was estimated to be US$ 0.89 billion in 2022 and is expected to grow at a CAGR of 36.2% during the forecast period 2023 - 2030.

What are the driving factors impacting the global multimodal AI market?

Rising applications of generative AI fuel multimodal ai market growth.

What will be the market size of the global multimodal AI market by 2030?

The global multimodal AI market is expected to reach US$ 105.50 billion by 2030.

Which are the key players holding the major market share of the global multimodal AI market?

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

What is the incremental growth of the global multimodal AI market during the forecast period?

The incremental growth expected to be recorded for the global multimodal AI market during the forecast period is US$ 104.43 billion.

The List of Companies - Multimodal AI Market

  • Aimesoft Inc
  • Alphabet Inc
  • Amazon Web Services Inc
  • IBM Corporation
  • Jina AI GmbH
  • Meta Platforms Inc
  • Microsoft Corporation
  • OpenAI LLC
  • Twelve Labs Inc
  • Uniphore Technologies Inc

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.

  1. Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

  • Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
  • Validates and strengthens in-house secondary research findings
  • Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  • Industry participants: VPs, business development managers, market intelligence managers and national sales managers
  • Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

  1. Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

  • Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

  • Country Level Data:

Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.

  • Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

  • Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

  1. Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.

We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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