1.           Introduction

1.1       The Insight Partners Research Report Guidance

1.2       Market Segmentation

2.           Executive Summary

2.1       Key Insights

2.2       Market Attractiveness

3.           Research Methodology

3.1       Secondary Research

3.2       Primary Research

3.2.1         Hypothesis formulation:

3.2.2         Macro-economic factor analysis:

3.2.3         Developing base number:

3.2.4         Data Triangulation:

3.2.5         Country level data:

4.           North America Multimodal AI Market Landscape

4.1       Overview

4.2       Ecosystem Analysis

4.2.1         List of Vendors in the Value Chain

5.           North America Multimodal AI Market – Key Market Dynamics

5.1       North America Multimodal AI Market – Key Market Dynamics

5.2       Market Drivers

5.2.1         Rising Demand for Personalised User Experience

5.2.2         Surging Application in Healthcare Sector

5.3       Market Restraints

5.3.1         Ethical and Privacy Concerns

5.4       Market Opportunities

5.4.1         Application in Media and Entertainment

5.5       Future Trends

5.5.1         Ability to Improve Self-Driving Car Performance

5.6       Impact of Drivers and Restraints:

6.           Multimodal AI Market –North America Analysis

6.1       North America Multimodal AI Market Revenue (US$ Million), 2021–2031

6.2       North America Multimodal AI Market Forecast Analysis

7.           North America Multimodal AI Market Analysis – by Component

7.1       Solution

7.1.1         Overview

7.1.2         Solution: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

7.2       Service

7.2.1         Overview

7.2.2         Service: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

8.           North America Multimodal AI Market Analysis – by Organization Size

8.1       SMEs

8.1.1         Overview

8.1.2         SMEs: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

8.2       Large Enterprises

8.2.1         Overview

8.2.2         Large Enterprises: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

9.           North America Multimodal AI Market Analysis – by Data Type

9.1       Audio and Video

9.1.1         Overview

9.1.2         Audio and Video: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

9.2       Image

9.2.1         Overview

9.2.2         Image: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

9.3       Text

9.3.1         Overview

9.3.2         Text: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.        North America Multimodal AI Market Analysis – by End use

10.1     Automotive and Transportation

10.1.1       Overview

10.1.2       Automotive and Transportation: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.2     BFSI

10.2.1       Overview

10.2.2       BFSI: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.3     E-commerce and Retail

10.3.1       Overview

10.3.2       E-commerce and Retail: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.4     Healthcare

10.4.1       Overview

10.4.2       Healthcare: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.5     IT and Telecom

10.5.1       Overview

10.5.2       IT and Telecom: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.6     Media and Entertainment

10.6.1       Overview

10.6.2       Media and Entertainment: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

10.7     Others

10.7.1       Overview

10.7.2       Others: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

11.        North America Multimodal AI Market – Country Analysis

11.1     North America

11.1.1       North America Multimodal AI Market Overview

11.1.2       North America: Multimodal AI Market – Revenue and Forecast Analysis – by Country

11.1.2.1          North America: Multimodal AI Market – Revenue and Forecast Analysis – by Country

11.1.2.2          United States: Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

11.1.2.2.1        United States: Multimodal AI Market Breakdown, by Component

11.1.2.2.2        United States: Multimodal AI Market Breakdown, by Organization Size

11.1.2.2.3        United States: Multimodal AI Market Breakdown, by Data Type

11.1.2.2.4        United States: Multimodal AI Market Breakdown, by End use

11.1.2.3          Canada: Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

11.1.2.3.1        Canada: Multimodal AI Market Breakdown, by Component

11.1.2.3.2        Canada: Multimodal AI Market Breakdown, by Organization Size

11.1.2.3.3        Canada: Multimodal AI Market Breakdown, by Data Type

11.1.2.3.4        Canada: Multimodal AI Market Breakdown, by End use

11.1.2.4          Mexico: Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

11.1.2.4.1        Mexico: Multimodal AI Market Breakdown, by Component

11.1.2.4.2        Mexico: Multimodal AI Market Breakdown, by Organization Size

11.1.2.4.3        Mexico: Multimodal AI Market Breakdown, by Data Type

11.1.2.4.4        Mexico: Multimodal AI Market Breakdown, by End use

12.        Competitive Landscape

12.1     Heat Map Analysis by Key Players

12.2     Company Positioning & Concentration

13.        Industry Landscape

13.1     Overview

13.2     Market Initiative

13.3     Product News & Company News

13.4     Collaboration and Mergers & Acquisitions

14.        Company Profiles

14.1     Alphabet Inc

14.1.1       Key Facts

14.1.2       Business Description

14.1.3       Products and Services

14.1.4       Financial Overview

14.1.5       SWOT Analysis

14.1.6       Key Developments

14.2     Amazon Web Services Inc

14.2.1       Key Facts

14.2.2       Business Description

14.2.3       Products and Services

14.2.4       Financial Overview

14.2.5       SWOT Analysis

14.2.6       Key Developments

14.3     International Business Machines Corp

14.3.1       Key Facts

14.3.2       Business Description

14.3.3       Products and Services

14.3.4       Financial Overview

14.3.5       SWOT Analysis

14.3.6       Key Developments

14.4     NEC Corp

14.4.1       Key Facts

14.4.2       Business Description

14.4.3       Products and Services

14.4.4       Financial Overview

14.4.5       SWOT Analysis

14.4.6       Key Developments

14.5     Microsoft Corp

14.5.1       Key Facts

14.5.2       Business Description

14.5.3       Products and Services

14.5.4       Financial Overview

14.5.5       SWOT Analysis

14.5.6       Key Developments

14.6     Aimesoft

14.6.1       Key Facts

14.6.2       Business Description

14.6.3       Products and Services

14.6.4       Financial Overview

14.6.5       SWOT Analysis

14.6.6       Key Developments

14.7     Reka AI, Inc

14.7.1       Key Facts

14.7.2       Business Description

14.7.3       Products and Services

14.7.4       Financial Overview

14.7.5       SWOT Analysis

14.7.6       Key Developments

14.8     Openstream Inc.

14.8.1       Key Facts

14.8.2       Business Description

14.8.3       Products and Services

14.8.4       Financial Overview

14.8.5       SWOT Analysis

14.8.6       Key Developments

15.        Appendix

15.1     About The Insight Partners

15.2     Word Index

List of Tables

Table 1.             North America Multimodal AI Market Segmentation

Table 2.             List of Vendors

Table 3.             North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Table 4.             North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million) – by Component

Table 5.             North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million) – by Organization Size

Table 6.             North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million) – by Data Type

Table 7.             North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million) – by End use

Table 8.             North America: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Country

Table 9.             United States: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Component

Table 10.          United States: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Organization Size

Table 11.          United States: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Data Type

Table 12.          United States: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by End use

Table 13.          Canada: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Component

Table 14.          Canada: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Organization Size

Table 15.          Canada: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Data Type

Table 16.          Canada: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by End use

Table 17.          Mexico: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Component

Table 18.          Mexico: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Organization Size

Table 19.          Mexico: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by Data Type

Table 20.          Mexico: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million) – by End use

Table 21.          List of Abbreviation

List of Figures

Figure 1.           North America Multimodal AI Market Segmentation, by Country

Figure 2.           Ecosystem: Multimodal AI Market

Figure 3.           Impact Analysis of Drivers and Restraints

Figure 4.           North America Multimodal AI Market Revenue (US$ Million), 2021–2031

Figure 5.           North America Multimodal AI Market Share (%) – by Component (2023 and 2031)

Figure 6.           Solution: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 7.           Service: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 8.           North America Multimodal AI Market Share (%) – by Organization Size (2023 and 2031)

Figure 9.           SMEs: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 10.        Large Enterprises: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 11.        North America Multimodal AI Market Share (%) – by Data Type (2023 and 2031)

Figure 12.        Audio and Video: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 13.        Image: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 14.        Text: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 15.        North America Multimodal AI Market Share (%) – by End use (2023 and 2031)

Figure 16.        Automotive and Transportation: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 17.        BFSI: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 18.        E-commerce and Retail: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 19.        Healthcare: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 20.        IT and Telecom: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 21.        Media and Entertainment: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 22.        Others: North America Multimodal AI Market – Revenue and Forecast to 2031 (US$ Million)

Figure 23.        North America: Multimodal AI Market by Key Countries – Revenue (2023) US$ Million

Figure 24.        North America: Multimodal AI Market Breakdown, by Key Countries, 2023 and 2031 (%)

Figure 25.        United States: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million)

Figure 26.        Canada: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million)

Figure 27.        Mexico: Multimodal AI Market – Revenue and Forecast to 2031(US$ Million)

Figure 28.        Heat Map Analysis by Key Players

Figure 29.        Company Positioning & Concentration