멀티모달 AI 시장 규모는 향후 몇 년동안 급성장할 것으로 예상됩니다. 2028년까지 연평균 30.9%의 복합 성장률(CAGR)로 48억 8,000만 달러에 달할 것으로 예상됩니다. 예측 기간 동안 예상되는 성장은 스마트폰의 보급 확대, 고품질 데이터의 풍부함, 그리고 기계와 사용자 간의 보다 정교한 인간과 같은 대화에 대한 수요의 급증에 기인한 것으로 보입니다. 이 기간 동안 예상되는 주요 동향으로는 멀티모달 AI의 통합, 인간-기계 상호작용의 발전, 멀티모달 용도를 위한 엣지 AI의 등장, 헬스케어 및 생명과학 분야에서의 채택 증가, 멀티모달 AI 플랫폼 및 솔루션의 눈에 띄는 확장 등이 있습니다. 포함합니다.
스마트폰의 보급은 가까운 미래에 멀티모달 AI 시장의 확장을 촉진할 것으로 예상됩니다. 고도의 컴퓨팅 능력을 갖춘 휴대폰으로 정의되는 스마트폰은 향상된 기능을 제공함으로써 기존 휴대폰을 넘어섰습니다. 스마트폰에 멀티모달 AI를 통합하면 전반적인 사용자 경험이 향상되고, 디바이스가 보다 직관적이고 반응성이 뛰어나며 다양한 사용자 요구에 적응할 수 있게 됩니다. 2023년 2월에 발표된 Uswitch Limited의 보고서에 따르면, 2022년 영국의 모바일 연결 수가 3.8% 증가하여 7,180만 명에 달할 것이며, 2025년까지 영국 인구 6,830만 명 중 6,500만 명이 스마트폰을 소유할 것으로 예상되며, 그 비율은 95%를 나타낼 것으로 예상됩니다. 강조되고 있습니다. 스마트폰 보급 확대는 멀티모달 AI 시장 성장의 촉매제 역할을 할 것입니다.
멀티모달 AI 시장의 주요 기업들은 시장 수익을 촉진하기 위해 강화된 언어 모델과 같은 멀티모달 AI 기술을 전략적으로 발전시키고 있습니다. 2023년 11월에 출시된 OpenAI의 GPT-4 Turbo AI와 같은 슈퍼차저 언어 모델(SLM)은 GPT-3와 같은 기존 모델을 기반으로 구축되었으며, 그 능력과 다재다능함을 강화하는 진보를 통합하고 있습니다. 이를 통해 Chat Completions API에서 이미지를 입력으로 받아들여 이미지 캡션 생성, 실제 이미지 분석, 그림이 포함된 문서 처리 등 다양한 이용 사례를 확장할 수 있습니다. Open AI의 혁신은 Images API를 통해 DALL*E 3를 용도과 제품에 원활하게 통합함으로써 크리에이티브의 가능성을 확장하고, 멀티모달 AI 기능의 진화를 보여줍니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향과 전략
제4장 거시경제 시나리오
- 고인플레이션이 시장에 미치는 영향
- 우크라이나·러시아 전쟁이 시장에 미치는 영향
- 시장에 대한 COVID-19의 영향
제5장 세계 시장 규모와 성장
- 세계 시장 성장 촉진요인과 억제요인
- 세계 시장 규모 실적과 성장, 2018년-2023년
- 세계 시장 규모 예측과 성장, 2023년-2028년, 2033년
제6장 시장 세분화
- 세계의 멀티모달 AI 시장, 유형별 세분화, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
- 생성
- 번역
- 상호작용
- 개요
- 세계의 멀티모달 AI 시장, 제품별 세분화, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
- 솔루션
- 서비스
- 세계의 멀티모달 AI 시장, 데이터 모달리티별 세분화, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
- 텍스트 데이터
- 음성 데이터
- 영상 데이터
- 비디오 데이터
- 음성 데이터
- 세계의 멀티모달 AI 시장, 기술별 세분화, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
- 머신러닝
- 자연언어처리
- 컴퓨터 비전
- 상황 인식
- 사물인터넷(IoT)
- 세계의 멀티모달 AI 시장, 업계별 세분화, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
- 은행/금융서비스/보험(BFSI)
- 정부 및 공공 부문
- 자동차/운송/물류
- 헬스케어 및 생명과학
- 미디어 및 엔터테인먼트
- 제조업
- 소매 및 E-Commerce
- 통신
- 기타 업계
제7장 지역 및 국가별 분석
- 세계의 멀티모달 AI 시장, 지역별, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
- 세계의 멀티모달 AI 시장, 국가별, 분석 및 예측, 2018-2023년, 2023-2028년, 2033년
제8장 아시아태평양 시장
제9장 중국 시장
제10장 인도 시장
제11장 일본 시장
제12장 호주 시장
제13장 인도네시아 시장
제14장 한국 시장
제15장 서유럽 시장
제16장 영국 시장
제17장 독일 시장
제18장 프랑스 시장
제19장 이탈리아 시장
제20장 스페인 시장
제21장 동유럽 시장
제22장 러시아 시장
제23장 북미 시장
제24장 미국 시장
제25장 캐나다 시장
제26장 남미 시장
제27장 브라질 시장
제28장 중동 시장
제29장 아프리카 시장
제30장 경쟁 구도와 기업 개요
- 멀티모달 AI 시장 경쟁 구도
- 멀티모달 AI 시장 기업 개요
- Amazon.com Inc.
- Apple Inc.
- Alphabet Inc.
- Samsung Group
- Microsoft Corporation
제31장 기타 주요 기업 및 혁신 기업
- Meta Platforms Inc.
- Huawei Technologies Co. Ltd.
- Tencent Holdings Ltd.
- IBM corporation
- SAP SE
- Nvidia Corporation
- Baidu AI Cloud
- SenseTime
- SymphonyAI
- C3.ai Inc.
- OpenAI
- Shippeo
- SoundHound AI Inc.
- Charles River Analytics Inc.
- Smart Eye AB
제32장 경쟁 벤치마킹
제33장 경쟁 대시보드
제34장 주요 인수합병(M&A)
제35장 향후 전망과 가능성 분석
제36장 부록
LSH
Multimodal AI in a business context involves leveraging artificial intelligence technology that integrates diverse sensory inputs, including visual, auditory, and linguistic information, to enhance predictive capabilities, decision-making processes, and insights generation. Such systems are designed to seamlessly analyze and synthesize information from various modalities, enabling a more holistic understanding of a given situation, task, or context within the business landscape.
The primary categories of multimodal AI encompass generative, translative, interactive, and explanatory models. Translative multimodal AI involves systems capable of interpreting, translating, and generating outputs across diverse communication modes. Offerings within this domain include both solutions and services. Modalities of data encompass text, speech, voice, image, video, and audio data. Technologies utilized include machine learning, natural language processing, computer vision, context awareness, and Internet of Things. These technologies find applications across various sectors, including banking, financial services, insurance (BFSI), government and public sector, automotive, transportation, logistics, healthcare, life sciences, media and entertainment, manufacturing, retail, e-commerce, telecommunications, and other industries.
The multimodal AI market research report is one of a series of new reports from The Business Research Company that provides multimodal AI market statistics, including multimodal AI industry global market size, regional shares, competitors with a multimodal AI market share, detailed multimodal AI market segments, market trends and opportunities, and any further data you may need to thrive in the multimodal AI industry. This multimodal AI market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.
The multimodal AI market size has grown exponentially in recent years. It will grow from $1.27 billion in 2023 to $1.66 billion in 2024 at a compound annual growth rate (CAGR) of 31.2%. The growth observed in the historical period can be attributed to the heightened adoption of generative AI techniques, facilitating the rapid development of multimodal ecosystems. Additionally, there has been an increased demand for analyzing unstructured data in various formats, further driving the growth. The enhanced capability of multimodal AI to tackle intricate tasks and offer a comprehensive approach has also played a significant role in the overall expansion during this period.
The multimodal AI market size is expected to see exponential growth in the next few years. It will grow to $4.88 billion in 2028 at a compound annual growth rate (CAGR) of 30.9%. The anticipated growth in the forecast period can be ascribed to the escalating adoption of smartphones, a growing abundance of high-quality data, and a surge in demand for more refined, human-such as interactions between machines and users. Key trends expected in this period involve the integration of multimodal AI, advancements in human-machine interaction, the emergence of edge AI for multimodal applications, increased adoption in healthcare and life sciences, and a notable expansion in multimodal AI platforms and solutions.
The proliferation of smartphones is anticipated to fuel the expansion of the multimodal AI market in the foreseeable future. Defined as mobile phones with advanced computational capabilities, smartphones surpass traditional counterparts by offering enhanced features. The incorporation of multimodal AI into smartphones elevates the overall user experience, rendering devices more intuitive, responsive, and adaptable to diverse user needs. A report by Uswitch Limited in February 2023 highlighted a 3.8% increase in mobile connections in the UK in 2022, reaching 71.8 million, with an expected 95% smartphone ownership among the projected 65 million individuals in the UK population of 68.3 million by 2025. The escalating adoption of smartphones serves as a catalyst for the growth of the multimodal AI market.
Major players in the multimodal AI market are strategically advancing multimodal AI techniques, such as supercharged language models, to drive market revenues. Supercharged language models (SLMs), such as OpenAI's GPT-4 Turbo AI launched in November 2023, build upon existing models such as GPT-3, incorporating advancements that enhance their power and versatility. This enables the acceptance of images as inputs within the Chat Completions API, expanding use cases such as generating image captions, analyzing real-world images, and processing documents with figures. Open AI's innovation extends creative potential by seamlessly integrating DALL*E 3 into applications and products through the Images API, showcasing the evolution of multimodal AI capabilities.
Stability AI Ltd., a UK-based software company, completed the acquisition of Init ML in March 2023 for an undisclosed amount. This acquisition bolsters Stability AI's product portfolio with advanced multimodal generative AI models, aligning with the company's commitment to providing innovative AI solutions. Init ML, a France-based software company specializing in multimodal AI, is expected to contribute to Stability AI's mission of driving creativity and innovation in the AI landscape through this strategic acquisition.
Major companies operating in the multimodal AI market report are Amazon.com Inc., Apple Inc., Alphabet Inc., Samsung Group, Microsoft Corporation, Meta Platforms Inc., Huawei Technologies Co. Ltd., Tencent Holdings Ltd., IBM corporation, SAP SE, Nvidia Corporation, Baidu AI Cloud, SenseTime, SymphonyAI, C3.AI Inc., OpenAI, Shippeo, SoundHound AI Inc., Charles River Analytics Inc., Smart Eye AB, Sight Machine, Jina AI GmbH, ClarifAI Inc., Sensory Inc., Aleph Alpha GmbH, Aimesoft, Vokaturi B.V., Inworld AI, Unqork, Twelve Labs
North America was the largest region in the multimodal AI market in 2023. The regions covered in the multimodal AI market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the multimodal AI market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain
The multimodal AI market consists of revenues earned by entities by providing multimodal search, multimodal health monitoring, and multimodal social media analysis. The market value includes the value of related goods sold by the service provider or included within the service offering. The multimodal AI market also includes sales of central processing units (CPUs), graphics processing units (GPUs), and application-specific integrated circuits (ASICs) that are used in providing AI services. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
Multimodal AI Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on multimodal ai market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
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Where is the largest and fastest growing market for multimodal ai ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The multimodal ai market global report from the Business Research Company answers all these questions and many more.
The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.
- The market characteristics section of the report defines and explains the market.
- The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
- The forecasts are made after considering the major factors currently impacting the market. These include:
The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.
The impact of higher inflation in many countries and the resulting spike in interest rates.
The continued but declining impact of covid 19 on supply chains and consumption patterns.
- Market segmentations break down the market into sub markets.
- The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
- The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
- The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
Markets Covered:
- 1) By Type: Generative; Translative; Interactive; Explanatory
- 2) By Offering: Solutions; Services
- 3) By Data Modality: Text Data; Speech and Voice Data; Image Data; Video Data; Audio Data
- 4) By Technology: Machine Learning; Natural Language Processing; Computer Vision; Context Awareness; Internet Of Things
- 5) By Vertical: Banking, Financial Services And Insurance(BFSI); Government And Public Sector; Automotive, Transportation And Logistics; Healthcare And Lifesciences; Media And Entertainment; Manufacturing; Retail And E-Commerce; Telecommunications; Other Verticals
- Companies Mentioned: Amazon.com Inc.; Apple Inc.; Alphabet Inc.; Samsung Group; Microsoft Corporation
- Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
- Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
- Time series: Five years historic and ten years forecast.
- Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
- Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
- Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
- Delivery format: PDF, Word and Excel Data Dashboard.
Table of Contents
1. Executive Summary
2. Multimodal AI Market Characteristics
3. Multimodal AI Market Trends And Strategies
4. Multimodal AI Market - Macro Economic Scenario
- 4.1. Impact Of High Inflation On The Market
- 4.2. Ukraine-Russia War Impact On The Market
- 4.3. COVID-19 Impact On The Market
5. Global Multimodal AI Market Size and Growth
- 5.1. Global Multimodal AI Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
- 5.2. Global Multimodal AI Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
- 5.3. Global Multimodal AI Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)
6. Multimodal AI Market Segmentation
- 6.1. Global Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Generative
- Translative
- Interactive
- Explanatory
- 6.2. Global Multimodal AI Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Solutions
- Services
- 6.3. Global Multimodal AI Market, Segmentation By Data Modality, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Text Data
- Speech and Voice Data
- Image Data
- Video Data
- Audio Data
- 6.4. Global Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Machine Learning
- Natural Language Processing
- Computer Vision
- Context Awareness
- Internet Of Things
- 6.5. Global Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Banking, Financial Services And Insurance(BFSI)
- Government And Public Sector
- Automotive, Transportation And Logistics
- Healthcare And Lifesciences
- Media And Entertainment
- Manufacturing
- Retail And E-Commerce
- Telecommunications
- Other Verticals
7. Multimodal AI Market Regional And Country Analysis
- 7.1. Global Multimodal AI Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 7.2. Global Multimodal AI Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8. Asia-Pacific Multimodal AI Market
- 8.1. Asia-Pacific Multimodal AI Market Overview
- Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
- 8.2. Asia-Pacific Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 8.3. Asia-Pacific Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 8.4. Asia-Pacific Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
9. China Multimodal AI Market
- 9.1. China Multimodal AI Market Overview
- 9.2. China Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
- 9.3. China Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
- 9.4. China Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
10. India Multimodal AI Market
- 10.1. India Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 10.2. India Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 10.3. India Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11. Japan Multimodal AI Market
- 11.1. Japan Multimodal AI Market Overview
- 11.2. Japan Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 11.3. Japan Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 11.4. Japan Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12. Australia Multimodal AI Market
- 12.1. Australia Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 12.2. Australia Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 12.3. Australia Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13. Indonesia Multimodal AI Market
- 13.1. Indonesia Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 13.2. Indonesia Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 13.3. Indonesia Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14. South Korea Multimodal AI Market
- 14.1. South Korea Multimodal AI Market Overview
- 14.2. South Korea Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 14.3. South Korea Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 14.4. South Korea Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15. Western Europe Multimodal AI Market
- 15.1. Western Europe Multimodal AI Market Overview
- 15.2. Western Europe Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 15.3. Western Europe Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 15.4. Western Europe Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16. UK Multimodal AI Market
- 16.1. UK Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 16.2. UK Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 16.3. UK Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17. Germany Multimodal AI Market
- 17.1. Germany Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 17.2. Germany Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 17.3. Germany Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18. France Multimodal AI Market
- 18.1. France Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 18.2. France Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 18.3. France Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19. Italy Multimodal AI Market
- 19.1. Italy Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 19.2. Italy Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 19.3. Italy Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20. Spain Multimodal AI Market
- 20.1. Spain Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 20.2. Spain Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 20.3. Spain Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21. Eastern Europe Multimodal AI Market
- 21.1. Eastern Europe Multimodal AI Market Overview
- 21.2. Eastern Europe Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 21.3. Eastern Europe Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 21.4. Eastern Europe Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22. Russia Multimodal AI Market
- 22.1. Russia Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 22.2. Russia Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 22.3. Russia Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23. North America Multimodal AI Market
- 23.1. North America Multimodal AI Market Overview
- 23.2. North America Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 23.3. North America Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 23.4. North America Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24. USA Multimodal AI Market
- 24.1. USA Multimodal AI Market Overview
- 24.2. USA Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 24.3. USA Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 24.4. USA Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25. Canada Multimodal AI Market
- 25.1. Canada Multimodal AI Market Overview
- 25.2. Canada Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 25.3. Canada Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 25.4. Canada Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26. South America Multimodal AI Market
- 26.1. South America Multimodal AI Market Overview
- 26.2. South America Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 26.3. South America Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 26.4. South America Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27. Brazil Multimodal AI Market
- 27.1. Brazil Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 27.2. Brazil Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 27.3. Brazil Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28. Middle East Multimodal AI Market
- 28.1. Middle East Multimodal AI Market Overview
- 28.2. Middle East Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 28.3. Middle East Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 28.4. Middle East Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29. Africa Multimodal AI Market
- 29.1. Africa Multimodal AI Market Overview
- 29.2. Africa Multimodal AI Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 29.3. Africa Multimodal AI Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 29.4. Africa Multimodal AI Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
30. Multimodal AI Market Competitive Landscape And Company Profiles
- 30.1. Multimodal AI Market Competitive Landscape
- 30.2. Multimodal AI Market Company Profiles
- 30.2.1. Amazon.com Inc.
- 30.2.1.1. Overview
- 30.2.1.2. Products and Services
- 30.2.1.3. Strategy
- 30.2.1.4. Financial Performance
- 30.2.2. Apple Inc.
- 30.2.2.1. Overview
- 30.2.2.2. Products and Services
- 30.2.2.3. Strategy
- 30.2.2.4. Financial Performance
- 30.2.3. Alphabet Inc.
- 30.2.3.1. Overview
- 30.2.3.2. Products and Services
- 30.2.3.3. Strategy
- 30.2.3.4. Financial Performance
- 30.2.4. Samsung Group
- 30.2.4.1. Overview
- 30.2.4.2. Products and Services
- 30.2.4.3. Strategy
- 30.2.4.4. Financial Performance
- 30.2.5. Microsoft Corporation
- 30.2.5.1. Overview
- 30.2.5.2. Products and Services
- 30.2.5.3. Strategy
- 30.2.5.4. Financial Performance
31. Multimodal AI Market Other Major And Innovative Companies
- 31.1. Meta Platforms Inc.
- 31.2. Huawei Technologies Co. Ltd.
- 31.3. Tencent Holdings Ltd.
- 31.4. IBM corporation
- 31.5. SAP SE
- 31.6. Nvidia Corporation
- 31.7. Baidu AI Cloud
- 31.8. SenseTime
- 31.9. SymphonyAI
- 31.10. C3.ai Inc.
- 31.11. OpenAI
- 31.12. Shippeo
- 31.13. SoundHound AI Inc.
- 31.14. Charles River Analytics Inc.
- 31.15. Smart Eye AB
32. Global Multimodal AI Market Competitive Benchmarking
33. Global Multimodal AI Market Competitive Dashboard
34. Key Mergers And Acquisitions In The Multimodal AI Market
35. Multimodal AI Market Future Outlook and Potential Analysis
- 35.1 Multimodal AI Market In 2028 - Countries Offering Most New Opportunities
- 35.2 Multimodal AI Market In 2028 - Segments Offering Most New Opportunities
- 35.3 Multimodal AI Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies
36. Appendix
- 36.1. Abbreviations
- 36.2. Currencies
- 36.3. Historic And Forecast Inflation Rates
- 36.4. Research Inquiries
- 36.5. The Business Research Company
- 36.6. Copyright And Disclaimer
