Multimodal AI Global Market Report 2024

Description

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.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
Measure the impact of high global inflation on market growth.
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Outperform competitors using forecast data and the drivers and trends shaping the market.
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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.

Product Code: r16499

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