North America 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 Country and Growth Forecast, 2023 - 2030

The North America Multimodal Al Market would witness market growth of 31.4% CAGR during the forecast period (2023-2030).

Multimodal AI integrates various data sources and types to enable machines to process, analyze, and comprehend information like human perception. Unlike traditional unimodal AI systems, which specialize in a single data type, multimodal AI harnesses the power of multiple modalities to enhance the depth and accuracy of machine understanding. This comprehensive approach allows AI models to glean insights from diverse inputs, making it particularly effective in tasks that require a nuanced comprehension of real-world scenarios. As a fusion of multiple data modalities, including text, images, audio, and video, multimodal AI transcends the limitations of unimodal systems, offering a more holistic understanding of the complex information present in the diverse and dynamic surroundings.

The digital era has shown itself to be an age of unprecedented data generation. Multimodal AI thrives on this data abundance, leveraging diverse datasets encompassing images, text, audio, and video. The richness and variety of these datasets contribute to the robustness of multimodal models, enabling them to handle complex tasks with a higher degree of accuracy. Deep learning, a subset of machine learning, has played a crucial role in the success of multimodal AI. The advent of sophisticated neural network architectures, such as convolutional neural networks (CNNs) for images and recurrent neural networks (RNNs) for sequential data, has significantly improved the ability of AI models to process and extract features from multimodal inputs.

According to the National Institute of Standards and Technology, in 2021, manufacturing contributed $2.3 trillion to the US GDP, amounting to 12.0 % of the total US GDP. Including direct and indirect (i.e., purchases from other industries) value-added, manufacturing contributed an estimated 24 % of GDP. Multimodal AI, combining visual (image and video) data with other modalities, can enhance manufacturing quality control and inspection processes. The technology can identify defects, anomalies, and deviations more accurately, improving product quality. Multimodal AI can enhance workplace safety by monitoring and analyzing data from sensors and cameras to identify potential hazards or unsafe practices. This is critical in maintaining a safe working environment. These aspects will boost the market growth in the coming years.

The US market dominated the North America Multimodal AI Market by Country in 2022 and would continue to be a dominant market till 2030; thereby, achieving a market value of $2,196.1 million by 2030. The Canada market is capturing a CAGR of 34.4% during (2023 - 2030). Additionally, The Mexico market would experience a CAGR of 33.2% during (2023 - 2030).

Based on Offering, the market is segmented into Solution, and Services. Based on Solution Deployment Type, the market is segmented into Cloud, and On-premise. Based on Solution Type, the market is segmented into Platform, Software, and Framework. Based on Type, the market is segmented into Generative, Translative, Interactive, and Explanatory. Based on Technology, the market is segmented into Natural Language Processing, Machine Learning, Computer Vision, Context Awareness, and Internet of Things. Based on Data Modality, the market is segmented into Image Data, Video Data, Text Data, Speech & Voice Data, and Audio Data. Based on Vertical, the market is segmented into BFSI, Government & Public Sector, Automotive, Transportation & Logistics, Healthcare & Lifesciences, Media & Entertainment, Manufacturing, Retail & eCommerce, Telecommunications, and Others. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.

Free Valuable Insights: The Multimodal Al Market is Predict to reach $8.4 Billion by 2030, at a CAGR of 32.3%

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.

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 Country

• US
• Canada
• Mexico
• Rest of North America

Key Market Players

List of Companies Profiled in the Report:

• 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.

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Multimodal AI Market, by Offering
1.4.2 North America Multimodal AI Market, by Type
1.4.3 North America Multimodal AI Market, by Technology
1.4.4 North America Multimodal AI Market, by Data Modality
1.4.5 North America Multimodal AI Market, by Vertical
1.4.6 North America Multimodal AI Market, by Country
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. North America Multimodal AI Market by Offering
5.1 North America Solution Market by Region
5.2 North America Multimodal AI Market by Solution Deployment Type
5.2.1 North America Cloud Market by Region
5.2.2 North America On-premise Market by Region
5.3 North America Multimodal AI Market by Solution Type
5.3.1 North America Platform Market by Country
5.3.2 North America Software Market by Country
5.3.3 North America Framework Market by Country
5.4 North America Services Market by Region

Chapter 6. North America Multimodal AI Market by Type
6.1 North America Generative Market by Country
6.2 North America Translative Market by Country
6.3 North America Interactive Market by Country
6.4 North America Explanatory Market by Country

Chapter 7. North America Multimodal AI Market by Technology
7.1 North America Natural Language Processing Market by Country
7.2 North America Machine Learning Market by Country
7.3 North America Computer Vision Market by Country
7.4 North America Context Awareness Market by Country
7.5 North America Internet of Things Market by Country

Chapter 8. North America Multimodal AI Market by Data Modality
8.1 North America Image Data Market by Country
8.2 North America Video Data Market by Country
8.3 North America Text Data Market by Country
8.4 North America Speech & Voice Data Market by Country
8.5 North America Audio Data Market by Country

Chapter 9. North America Multimodal AI Market by Vertical
9.1 North America BFSI Market by Country
9.2 North America Government & Public Sector Market by Country
9.3 North America Automotive, Transportation & Logistics Market by Country
9.4 North America Healthcare & Lifesciences Market by Country
9.5 North America Media & Entertainment Market by Country
9.6 North America Manufacturing Market by Country
9.7 North America Retail & eCommerce Market by Country
9.8 North America Telecommunications Market by Country
9.9 North America Others Market by Country

Chapter 10. North America Multimodal AI Market by Country
10.1 US Multimodal AI Market
10.1.1 US Multimodal AI Market by Offering
10.1.1.1 US Multimodal AI Market by Solution Deployment Type
10.1.1.2 US Multimodal AI Market by Solution Type
10.1.2 US Multimodal AI Market by Type
10.1.3 US Multimodal AI Market by Technology
10.1.4 US Multimodal AI Market by Data Modality
10.1.5 US Multimodal AI Market by Vertical
10.2 Canada Multimodal AI Market
10.2.1 Canada Multimodal AI Market by Offering
10.2.1.1 Canada Multimodal AI Market by Solution Deployment Type
10.2.1.2 Canada Multimodal AI Market by Solution Type
10.2.2 Canada Multimodal AI Market by Type
10.2.3 Canada Multimodal AI Market by Technology
10.2.4 Canada Multimodal AI Market by Data Modality
10.2.5 Canada Multimodal AI Market by Vertical
10.3 Mexico Multimodal AI Market
10.3.1 Mexico Multimodal AI Market by Offering
10.3.1.1 Mexico Multimodal AI Market by Solution Deployment Type
10.3.1.2 Mexico Multimodal AI Market by Solution Type
10.3.2 Mexico Multimodal AI Market by Type
10.3.3 Mexico Multimodal AI Market by Technology
10.3.4 Mexico Multimodal AI Market by Data Modality
10.3.5 Mexico Multimodal AI Market by Vertical
10.4 Rest of North America Multimodal AI Market
10.4.1 Rest of North America Multimodal AI Market by Offering
10.4.1.1 Rest of North America Multimodal AI Market by Solution Deployment Type
10.4.1.2 Rest of North America Multimodal AI Market by Solution Type
10.4.2 Rest of North America Multimodal AI Market by Type
10.4.3 Rest of North America Multimodal AI Market by Technology
10.4.4 Rest of North America Multimodal AI Market by Data Modality
10.4.5 Rest of North America 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

TABLE 1 North America Multimodal AI Market, 2019 - 2022, USD Million
TABLE 2 North America 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 North America Multimodal AI Market by Offering, 2019 - 2022, USD Million
TABLE 8 North America Multimodal AI Market by Offering, 2023 - 2030, USD Million
TABLE 9 North America Solution Market by Region, 2019 - 2022, USD Million
TABLE 10 North America Solution Market by Region, 2023 - 2030, USD Million
TABLE 11 North America Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
TABLE 12 North America Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
TABLE 13 North America Cloud Market by Region, 2019 - 2022, USD Million
TABLE 14 North America Cloud Market by Region, 2023 - 2030, USD Million
TABLE 15 North America On-premise Market by Region, 2019 - 2022, USD Million
TABLE 16 North America On-premise Market by Region, 2023 - 2030, USD Million
TABLE 17 North America Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
TABLE 18 North America Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
TABLE 19 North America Platform Market by Country, 2019 - 2022, USD Million
TABLE 20 North America Platform Market by Country, 2023 - 2030, USD Million
TABLE 21 North America Software Market by Country, 2019 - 2022, USD Million
TABLE 22 North America Software Market by Country, 2023 - 2030, USD Million
TABLE 23 North America Framework Market by Country, 2019 - 2022, USD Million
TABLE 24 North America Framework Market by Country, 2023 - 2030, USD Million
TABLE 25 North America Services Market by Region, 2019 - 2022, USD Million
TABLE 26 North America Services Market by Region, 2023 - 2030, USD Million
TABLE 27 North America Multimodal AI Market by Type, 2019 - 2022, USD Million
TABLE 28 North America Multimodal AI Market by Type, 2023 - 2030, USD Million
TABLE 29 North America Generative Market by Country, 2019 - 2022, USD Million
TABLE 30 North America Generative Market by Country, 2023 - 2030, USD Million
TABLE 31 North America Translative Market by Country, 2019 - 2022, USD Million
TABLE 32 North America Translative Market by Country, 2023 - 2030, USD Million
TABLE 33 North America Interactive Market by Country, 2019 - 2022, USD Million
TABLE 34 North America Interactive Market by Country, 2023 - 2030, USD Million
TABLE 35 North America Explanatory Market by Country, 2019 - 2022, USD Million
TABLE 36 North America Explanatory Market by Country, 2023 - 2030, USD Million
TABLE 37 North America Multimodal AI Market by Technology, 2019 - 2022, USD Million
TABLE 38 North America Multimodal AI Market by Technology, 2023 - 2030, USD Million
TABLE 39 North America Natural Language Processing Market by Country, 2019 - 2022, USD Million
TABLE 40 North America Natural Language Processing Market by Country, 2023 - 2030, USD Million
TABLE 41 North America Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 42 North America Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 43 North America Computer Vision Market by Country, 2019 - 2022, USD Million
TABLE 44 North America Computer Vision Market by Country, 2023 - 2030, USD Million
TABLE 45 North America Context Awareness Market by Country, 2019 - 2022, USD Million
TABLE 46 North America Context Awareness Market by Country, 2023 - 2030, USD Million
TABLE 47 North America Internet of Things Market by Country, 2019 - 2022, USD Million
TABLE 48 North America Internet of Things Market by Country, 2023 - 2030, USD Million
TABLE 49 North America Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
TABLE 50 North America Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
TABLE 51 North America Image Data Market by Country, 2019 - 2022, USD Million
TABLE 52 North America Image Data Market by Country, 2023 - 2030, USD Million
TABLE 53 North America Video Data Market by Country, 2019 - 2022, USD Million
TABLE 54 North America Video Data Market by Country, 2023 - 2030, USD Million
TABLE 55 North America Text Data Market by Country, 2019 - 2022, USD Million
TABLE 56 North America Text Data Market by Country, 2023 - 2030, USD Million
TABLE 57 North America Speech & Voice Data Market by Country, 2019 - 2022, USD Million
TABLE 58 North America Speech & Voice Data Market by Country, 2023 - 2030, USD Million
TABLE 59 North America Audio Data Market by Country, 2019 - 2022, USD Million
TABLE 60 North America Audio Data Market by Country, 2023 - 2030, USD Million
TABLE 61 North America Multimodal AI Market by Vertical, 2019 - 2022, USD Million
TABLE 62 North America Multimodal AI Market by Vertical, 2023 - 2030, USD Million
TABLE 63 North America BFSI Market by Country, 2019 - 2022, USD Million
TABLE 64 North America BFSI Market by Country, 2023 - 2030, USD Million
TABLE 65 North America Government & Public Sector Market by Country, 2019 - 2022, USD Million
TABLE 66 North America Government & Public Sector Market by Country, 2023 - 2030, USD Million
TABLE 67 North America Automotive, Transportation & Logistics Market by Country, 2019 - 2022, USD Million
TABLE 68 North America Automotive, Transportation & Logistics Market by Country, 2023 - 2030, USD Million
TABLE 69 North America Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
TABLE 70 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
TABLE 71 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 72 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 73 North America Manufacturing Market by Country, 2019 - 2022, USD Million
TABLE 74 North America Manufacturing Market by Country, 2023 - 2030, USD Million
TABLE 75 North America Retail & eCommerce Market by Country, 2019 - 2022, USD Million
TABLE 76 North America Retail & eCommerce Market by Country, 2023 - 2030, USD Million
TABLE 77 North America Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 78 North America Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 79 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 80 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 81 North America Multimodal AI Market by Country, 2019 - 2022, USD Million
TABLE 82 North America Multimodal AI Market by Country, 2023 - 2030, USD Million
TABLE 83 US Multimodal AI Market, 2019 - 2022, USD Million
TABLE 84 US Multimodal AI Market, 2023 - 2030, USD Million
TABLE 85 US Multimodal AI Market by Offering, 2019 - 2022, USD Million
TABLE 86 US Multimodal AI Market by Offering, 2023 - 2030, USD Million
TABLE 87 US Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
TABLE 88 US Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
TABLE 89 US Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
TABLE 90 US Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
TABLE 91 US Multimodal AI Market by Type, 2019 - 2022, USD Million
TABLE 92 US Multimodal AI Market by Type, 2023 - 2030, USD Million
TABLE 93 US Multimodal AI Market by Technology, 2019 - 2022, USD Million
TABLE 94 US Multimodal AI Market by Technology, 2023 - 2030, USD Million
TABLE 95 US Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
TABLE 96 US Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
TABLE 97 US Multimodal AI Market by Vertical, 2019 - 2022, USD Million
TABLE 98 US Multimodal AI Market by Vertical, 2023 - 2030, USD Million
TABLE 99 Canada Multimodal AI Market, 2019 - 2022, USD Million
TABLE 100 Canada Multimodal AI Market, 2023 - 2030, USD Million
TABLE 101 Canada Multimodal AI Market by Offering, 2019 - 2022, USD Million
TABLE 102 Canada Multimodal AI Market by Offering, 2023 - 2030, USD Million
TABLE 103 Canada Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
TABLE 104 Canada Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
TABLE 105 Canada Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
TABLE 106 Canada Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
TABLE 107 Canada Multimodal AI Market by Type, 2019 - 2022, USD Million
TABLE 108 Canada Multimodal AI Market by Type, 2023 - 2030, USD Million
TABLE 109 Canada Multimodal AI Market by Technology, 2019 - 2022, USD Million
TABLE 110 Canada Multimodal AI Market by Technology, 2023 - 2030, USD Million
TABLE 111 Canada Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
TABLE 112 Canada Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
TABLE 113 Canada Multimodal AI Market by Vertical, 2019 - 2022, USD Million
TABLE 114 Canada Multimodal AI Market by Vertical, 2023 - 2030, USD Million
TABLE 115 Mexico Multimodal AI Market, 2019 - 2022, USD Million
TABLE 116 Mexico Multimodal AI Market, 2023 - 2030, USD Million
TABLE 117 Mexico Multimodal AI Market by Offering, 2019 - 2022, USD Million
TABLE 118 Mexico Multimodal AI Market by Offering, 2023 - 2030, USD Million
TABLE 119 Mexico Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
TABLE 120 Mexico Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
TABLE 121 Mexico Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
TABLE 122 Mexico Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
TABLE 123 Mexico Multimodal AI Market by Type, 2019 - 2022, USD Million
TABLE 124 Mexico Multimodal AI Market by Type, 2023 - 2030, USD Million
TABLE 125 Mexico Multimodal AI Market by Technology, 2019 - 2022, USD Million
TABLE 126 Mexico Multimodal AI Market by Technology, 2023 - 2030, USD Million
TABLE 127 Mexico Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
TABLE 128 Mexico Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
TABLE 129 Mexico Multimodal AI Market by Vertical, 2019 - 2022, USD Million
TABLE 130 Mexico Multimodal AI Market by Vertical, 2023 - 2030, USD Million
TABLE 131 Rest of North America Multimodal AI Market, 2019 - 2022, USD Million
TABLE 132 Rest of North America Multimodal AI Market, 2023 - 2030, USD Million
TABLE 133 Rest of North America Multimodal AI Market by Offering, 2019 - 2022, USD Million
TABLE 134 Rest of North America Multimodal AI Market by Offering, 2023 - 2030, USD Million
TABLE 135 Rest of North America Multimodal AI Market by Solution Deployment Type, 2019 - 2022, USD Million
TABLE 136 Rest of North America Multimodal AI Market by Solution Deployment Type, 2023 - 2030, USD Million
TABLE 137 Rest of North America Multimodal AI Market by Solution Type, 2019 - 2022, USD Million
TABLE 138 Rest of North America Multimodal AI Market by Solution Type, 2023 - 2030, USD Million
TABLE 139 Rest of North America Multimodal AI Market by Type, 2019 - 2022, USD Million
TABLE 140 Rest of North America Multimodal AI Market by Type, 2023 - 2030, USD Million
TABLE 141 Rest of North America Multimodal AI Market by Technology, 2019 - 2022, USD Million
TABLE 142 Rest of North America Multimodal AI Market by Technology, 2023 - 2030, USD Million
TABLE 143 Rest of North America Multimodal AI Market by Data Modality, 2019 - 2022, USD Million
TABLE 144 Rest of North America Multimodal AI Market by Data Modality, 2023 - 2030, USD Million
TABLE 145 Rest of North America Multimodal AI Market by Vertical, 2019 - 2022, USD Million
TABLE 146 Rest of North America Multimodal AI Market by Vertical, 2023 - 2030, USD Million
TABLE 147 Key Information – Twelve Labs Inc.
TABLE 148 Key Information – Aimesoft
TABLE 149 Key Information – Jina AI GmbH
TABLE 150 Key Information – Uniphore Technologies Inc.
TABLE 151 Key Information – Google LLC
TABLE 152 Key Information – Microsoft Corporation
TABLE 153 Key Information – OpenAI, L.L.C.
TABLE 154 Key Information – Meta Platforms, Inc.
TABLE 155 Key Information – Amazon Web Services, Inc.
TABLE 156 Key Information – IBM Corporation

List of Figures
FIG 1 Methodology for the research
FIG 2 North America Multimodal AI Market, 2019 - 2030, USD Million
FIG 3 Key Factors Impacting Multimodal AI Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2022
FIG 6 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 7 Key Strategic Move: (Product Launches and Product Expansions : 2021, Jun – 2023, dec Leading Players
FIG 8 Porter’s Five Forces Analysis – Multimodal ai market
FIG 9 North America Multimodal AI Market share by Offering, 2022
FIG 10 North America Multimodal AI Market share by Offering, 2030
FIG 11 North America Multimodal AI Market by Offering, 2019 - 2030, USD Million
FIG 12 North America Multimodal AI Market share by Type, 2022
FIG 13 North America Multimodal AI Market share by Type, 2030
FIG 14 North America Multimodal AI Market by Type, 2019 - 2030, USD Million
FIG 15 North America Multimodal AI Market share by Technology, 2022
FIG 16 North America Multimodal AI Market share by Technology, 2030
FIG 17 North America Multimodal AI Market by Technology, 2019 - 2030, USD Million
FIG 18 North America Multimodal AI Market share by Data Modality, 2022
FIG 19 North America Multimodal AI Market share by Data Modality, 2030
FIG 20 North America Multimodal AI Market by Data Modality, 2019 - 2030, USD Million
FIG 21 North America Multimodal AI Market share by Vertical, 2022
FIG 22 North America Multimodal AI Market share by Vertical, 2030
FIG 23 North America Multimodal AI Market by Vertical, 2019 - 2030, USD Million
FIG 24 North America Multimodal AI Market share by Country, 2022
FIG 25 North America Multimodal AI Market share by Country, 2030
FIG 26 North America Multimodal AI Market by Country, 2019 - 2030, USD Million
FIG 27 Recent strategies and developments: Aimesoft
FIG 28 Recent strategies and developments: Uniphore Technologies Inc.
FIG 29 Recent strategies and developments: Google LLC
FIG 30 SWOT Analysis: Google LLC
FIG 31 Recent strategies and developments: Microsoft Corporation
FIG 32 SWOT Analysis: Microsoft Corporation
FIG 33 SWOT Analysis: OpenAI, L.L.C.
FIG 34 Recent strategies and developments: Meta Platform Inc.
FIG 35 SWOT Analysis: Meta Platforms, Inc.
FIG 36 Recent strategies and developments: Amazon Web Services, Inc.
FIG 37 SWOT analysis: Amazon Web Services, Inc.
FIG 38 Recent strategies and developments: ibm Corporation
FIG 39 Swot Analysis: IBM Corporation