Global Single-Modal Affective Computing and Multimodal Affective Computing Supply, Demand and Key Producers, 2024-2030

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Published Date: 10 Feb 2024

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Table of Contents
Table of Figures
Research Methodology
Companies Mentioned
Related Reports
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Description

The global Single-Modal Affective Computing and Multimodal Affective Computing market size is expected to reach $ million by 2030, rising at a market growth of % CAGR during the forecast period (2024-2030).

Affective computing can be roughly divided into single-modal affective computing and multi-modal affective computing. Single-modal affective computing mainly includes text, voice, vision,
Physiological signals and Others four modes.Multimodal Affective Computing can complement information between different modalities and use it for disambiguation, making emotional analysis more accurate and more in line with natural human expressions.

This report studies the global Single-Modal Affective Computing and Multimodal Affective Computing demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Single-Modal Affective Computing and Multimodal Affective Computing, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Single-Modal Affective Computing and Multimodal Affective Computing that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Single-Modal Affective Computing and Multimodal Affective Computing total market, 2019-2030, (USD Million)
Global Single-Modal Affective Computing and Multimodal Affective Computing total market by region & country, CAGR, 2019-2030, (USD Million)
U.S. VS China: Single-Modal Affective Computing and Multimodal Affective Computing total market, key domestic companies and share, (USD Million)
Global Single-Modal Affective Computing and Multimodal Affective Computing revenue by player and market share 2019-2024, (USD Million)
Global Single-Modal Affective Computing and Multimodal Affective Computing total market by Type, CAGR, 2019-2030, (USD Million)
Global Single-Modal Affective Computing and Multimodal Affective Computing total market by Application, CAGR, 2019-2030, (USD Million).

This reports profiles major players in the global Single-Modal Affective Computing and Multimodal Affective Computing market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include New Oriental Education & Technology Group, Hikvision, Baidu, Mohodata, Entertech, HiPhiGo, Emotibot, Cmcross and Meta, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Single-Modal Affective Computing and Multimodal Affective Computing market.

Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.

Global Single-Modal Affective Computing and Multimodal Affective Computing Market, By Region:
    United States
    China
    Europe
    Japan
    South Korea
    ASEAN
    India
    Rest of World

Global Single-Modal Affective Computing and Multimodal Affective Computing Market, Segmentation by Type
    Single-Modal Affective Computing
    Multimodal Affective Computing

Global Single-Modal Affective Computing and Multimodal Affective Computing Market, Segmentation by Application
    Education and Training
    Life and Health
    Business Services
    Industrial Design
    Technology Media
    Public Governance

Companies Profiled:
    New Oriental Education & Technology Group
    Hikvision
    Baidu
    Mohodata
    Entertech
    HiPhiGo
    Emotibot
    Cmcross
    Meta
    Emotiv
    Behavioral Signals
    SoftBank Robotics
    Expper Technologies
    Discern Science
    MorphCast
    Talkwalker
    audEERING
    Ningbo Alfa Eagle Security Technology Co. Ltd.
    UBTECH
    Midu
    Affectiva
    NVISO
    Robokind
    BrainCo
    Intel
    Intelligent Voice

Key Questions Answered
1. How big is the global Single-Modal Affective Computing and Multimodal Affective Computing market?
2. What is the demand of the global Single-Modal Affective Computing and Multimodal Affective Computing market?
3. What is the year over year growth of the global Single-Modal Affective Computing and Multimodal Affective Computing market?
4. What is the total value of the global Single-Modal Affective Computing and Multimodal Affective Computing market?
5. Who are the major players in the global Single-Modal Affective Computing and Multimodal Affective Computing market?

Table of Contents

1 Supply Summary
    1.1 Single-Modal Affective Computing and Multimodal Affective Computing Introduction
    1.2 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size & Forecast (2019 & 2023 & 2030)
    1.3 World Single-Modal Affective Computing and Multimodal Affective Computing Total Market by Region (by Headquarter Location)
        1.3.1 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Region (2019-2030), (by Headquarter Location)
        1.3.2 United States Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
        1.3.3 China Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
        1.3.4 Europe Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
        1.3.5 Japan Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
        1.3.6 South Korea Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
        1.3.7 ASEAN Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
        1.3.8 India Single-Modal Affective Computing and Multimodal Affective Computing Market Size (2019-2030)
    1.4 Market Drivers, Restraints and Trends
        1.4.1 Single-Modal Affective Computing and Multimodal Affective Computing Market Drivers
        1.4.2 Factors Affecting Demand
        1.4.3 Single-Modal Affective Computing and Multimodal Affective Computing Major Market Trends

2 Demand Summary
    2.1 World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.2 World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value by Region
        2.2.1 World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value by Region (2019-2024)
        2.2.2 World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Forecast by Region (2025-2030)
    2.3 United States Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.4 China Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.5 Europe Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.6 Japan Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.7 South Korea Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.8 ASEAN Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)
    2.9 India Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030)

3 World Single-Modal Affective Computing and Multimodal Affective Computing Companies Competitive Analysis
    3.1 World Single-Modal Affective Computing and Multimodal Affective Computing Revenue by Player (2019-2024)
    3.2 Industry Rank and Concentration Rate (CR)
        3.2.1 Global Single-Modal Affective Computing and Multimodal Affective Computing Industry Rank of Major Players
        3.2.2 Global Concentration Ratios (CR4) for Single-Modal Affective Computing and Multimodal Affective Computing in 2023
        3.2.3 Global Concentration Ratios (CR8) for Single-Modal Affective Computing and Multimodal Affective Computing in 2023
    3.3 Single-Modal Affective Computing and Multimodal Affective Computing Company Evaluation Quadrant
    3.4 Single-Modal Affective Computing and Multimodal Affective Computing Market: Overall Company Footprint Analysis
        3.4.1 Single-Modal Affective Computing and Multimodal Affective Computing Market: Region Footprint
        3.4.2 Single-Modal Affective Computing and Multimodal Affective Computing Market: Company Product Type Footprint
        3.4.3 Single-Modal Affective Computing and Multimodal Affective Computing Market: Company Product Application Footprint
    3.5 Competitive Environment
        3.5.1 Historical Structure of the Industry
        3.5.2 Barriers of Market Entry
        3.5.3 Factors of Competition
    3.6 Mergers, Acquisitions Activity

4 United States VS China VS Rest of the World (by Headquarter Location)
    4.1 United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Revenue Comparison (by Headquarter Location)
        4.1.1 United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
        4.1.2 United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share Comparison (2019 & 2023 & 2030)
    4.2 United States Based Companies VS China Based Companies: Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Comparison
        4.2.1 United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Comparison (2019 & 2023 & 2030)
        4.2.2 United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Market Share Comparison (2019 & 2023 & 2030)
    4.3 United States Based Single-Modal Affective Computing and Multimodal Affective Computing Companies and Market Share, 2019-2024
        4.3.1 United States Based Single-Modal Affective Computing and Multimodal Affective Computing Companies, Headquarters (States, Country)
        4.3.2 United States Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, (2019-2024)
    4.4 China Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue and Market Share, 2019-2024
        4.4.1 China Based Single-Modal Affective Computing and Multimodal Affective Computing Companies, Company Headquarters (Province, Country)
        4.4.2 China Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, (2019-2024)
    4.5 Rest of World Based Single-Modal Affective Computing and Multimodal Affective Computing Companies and Market Share, 2019-2024
        4.5.1 Rest of World Based Single-Modal Affective Computing and Multimodal Affective Computing Companies, Headquarters (States, Country)
        4.5.2 Rest of World Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, (2019-2024)

5 Market Analysis by Type
    5.1 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size Overview by Type: 2019 VS 2023 VS 2030
    5.2 Segment Introduction by Type
        5.2.1 Single-Modal Affective Computing
        5.2.2 Multimodal Affective Computing
    5.3 Market Segment by Type
        5.3.1 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Type (2019-2024)
        5.3.2 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Type (2025-2030)
        5.3.3 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size Market Share by Type (2019-2030)

6 Market Analysis by Application
    6.1 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size Overview by Application: 2019 VS 2023 VS 2030
    6.2 Segment Introduction by Application
        6.2.1 Education and Training
        6.2.2 Life and Health
        6.2.3 Business Services
        6.2.4 Industrial Design
        6.2.5 Industrial Design
        6.2.6 Public Governance
    6.3 Market Segment by Application
        6.3.1 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application (2019-2024)
        6.3.2 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application (2025-2030)
        6.3.3 World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application (2019-2030)

7 Company Profiles
    7.1 New Oriental Education & Technology Group
        7.1.1 New Oriental Education & Technology Group Details
        7.1.2 New Oriental Education & Technology Group Major Business
        7.1.3 New Oriental Education & Technology Group Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.1.4 New Oriental Education & Technology Group Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.1.5 New Oriental Education & Technology Group Recent Developments/Updates
        7.1.6 New Oriental Education & Technology Group Competitive Strengths & Weaknesses
    7.2 Hikvision
        7.2.1 Hikvision Details
        7.2.2 Hikvision Major Business
        7.2.3 Hikvision Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.2.4 Hikvision Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.2.5 Hikvision Recent Developments/Updates
        7.2.6 Hikvision Competitive Strengths & Weaknesses
    7.3 Baidu
        7.3.1 Baidu Details
        7.3.2 Baidu Major Business
        7.3.3 Baidu Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.3.4 Baidu Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.3.5 Baidu Recent Developments/Updates
        7.3.6 Baidu Competitive Strengths & Weaknesses
    7.4 Mohodata
        7.4.1 Mohodata Details
        7.4.2 Mohodata Major Business
        7.4.3 Mohodata Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.4.4 Mohodata Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.4.5 Mohodata Recent Developments/Updates
        7.4.6 Mohodata Competitive Strengths & Weaknesses
    7.5 Entertech
        7.5.1 Entertech Details
        7.5.2 Entertech Major Business
        7.5.3 Entertech Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.5.4 Entertech Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.5.5 Entertech Recent Developments/Updates
        7.5.6 Entertech Competitive Strengths & Weaknesses
    7.6 HiPhiGo
        7.6.1 HiPhiGo Details
        7.6.2 HiPhiGo Major Business
        7.6.3 HiPhiGo Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.6.4 HiPhiGo Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.6.5 HiPhiGo Recent Developments/Updates
        7.6.6 HiPhiGo Competitive Strengths & Weaknesses
    7.7 Emotibot
        7.7.1 Emotibot Details
        7.7.2 Emotibot Major Business
        7.7.3 Emotibot Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.7.4 Emotibot Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.7.5 Emotibot Recent Developments/Updates
        7.7.6 Emotibot Competitive Strengths & Weaknesses
    7.8 Cmcross
        7.8.1 Cmcross Details
        7.8.2 Cmcross Major Business
        7.8.3 Cmcross Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.8.4 Cmcross Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.8.5 Cmcross Recent Developments/Updates
        7.8.6 Cmcross Competitive Strengths & Weaknesses
    7.9 Meta
        7.9.1 Meta Details
        7.9.2 Meta Major Business
        7.9.3 Meta Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.9.4 Meta Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.9.5 Meta Recent Developments/Updates
        7.9.6 Meta Competitive Strengths & Weaknesses
    7.10 Emotiv
        7.10.1 Emotiv Details
        7.10.2 Emotiv Major Business
        7.10.3 Emotiv Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.10.4 Emotiv Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.10.5 Emotiv Recent Developments/Updates
        7.10.6 Emotiv Competitive Strengths & Weaknesses
    7.11 Behavioral Signals
        7.11.1 Behavioral Signals Details
        7.11.2 Behavioral Signals Major Business
        7.11.3 Behavioral Signals Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.11.4 Behavioral Signals Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.11.5 Behavioral Signals Recent Developments/Updates
        7.11.6 Behavioral Signals Competitive Strengths & Weaknesses
    7.12 SoftBank Robotics
        7.12.1 SoftBank Robotics Details
        7.12.2 SoftBank Robotics Major Business
        7.12.3 SoftBank Robotics Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.12.4 SoftBank Robotics Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.12.5 SoftBank Robotics Recent Developments/Updates
        7.12.6 SoftBank Robotics Competitive Strengths & Weaknesses
    7.13 Expper Technologies
        7.13.1 Expper Technologies Details
        7.13.2 Expper Technologies Major Business
        7.13.3 Expper Technologies Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.13.4 Expper Technologies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.13.5 Expper Technologies Recent Developments/Updates
        7.13.6 Expper Technologies Competitive Strengths & Weaknesses
    7.14 Discern Science
        7.14.1 Discern Science Details
        7.14.2 Discern Science Major Business
        7.14.3 Discern Science Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.14.4 Discern Science Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.14.5 Discern Science Recent Developments/Updates
        7.14.6 Discern Science Competitive Strengths & Weaknesses
    7.15 MorphCast
        7.15.1 MorphCast Details
        7.15.2 MorphCast Major Business
        7.15.3 MorphCast Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.15.4 MorphCast Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.15.5 MorphCast Recent Developments/Updates
        7.15.6 MorphCast Competitive Strengths & Weaknesses
    7.16 Talkwalker
        7.16.1 Talkwalker Details
        7.16.2 Talkwalker Major Business
        7.16.3 Talkwalker Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.16.4 Talkwalker Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.16.5 Talkwalker Recent Developments/Updates
        7.16.6 Talkwalker Competitive Strengths & Weaknesses
    7.17 audEERING
        7.17.1 audEERING Details
        7.17.2 audEERING Major Business
        7.17.3 audEERING Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.17.4 audEERING Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.17.5 audEERING Recent Developments/Updates
        7.17.6 audEERING Competitive Strengths & Weaknesses
    7.18 Ningbo Alfa Eagle Security Technology Co. Ltd.
        7.18.1 Ningbo Alfa Eagle Security Technology Co. Ltd. Details
        7.18.2 Ningbo Alfa Eagle Security Technology Co. Ltd. Major Business
        7.18.3 Ningbo Alfa Eagle Security Technology Co. Ltd. Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.18.4 Ningbo Alfa Eagle Security Technology Co. Ltd. Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.18.5 Ningbo Alfa Eagle Security Technology Co. Ltd. Recent Developments/Updates
        7.18.6 Ningbo Alfa Eagle Security Technology Co. Ltd. Competitive Strengths & Weaknesses
    7.19 UBTECH
        7.19.1 UBTECH Details
        7.19.2 UBTECH Major Business
        7.19.3 UBTECH Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.19.4 UBTECH Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.19.5 UBTECH Recent Developments/Updates
        7.19.6 UBTECH Competitive Strengths & Weaknesses
    7.20 Midu
        7.20.1 Midu Details
        7.20.2 Midu Major Business
        7.20.3 Midu Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.20.4 Midu Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.20.5 Midu Recent Developments/Updates
        7.20.6 Midu Competitive Strengths & Weaknesses
    7.21 Affectiva
        7.21.1 Affectiva Details
        7.21.2 Affectiva Major Business
        7.21.3 Affectiva Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.21.4 Affectiva Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.21.5 Affectiva Recent Developments/Updates
        7.21.6 Affectiva Competitive Strengths & Weaknesses
    7.22 NVISO
        7.22.1 NVISO Details
        7.22.2 NVISO Major Business
        7.22.3 NVISO Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.22.4 NVISO Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.22.5 NVISO Recent Developments/Updates
        7.22.6 NVISO Competitive Strengths & Weaknesses
    7.23 Robokind
        7.23.1 Robokind Details
        7.23.2 Robokind Major Business
        7.23.3 Robokind Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.23.4 Robokind Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.23.5 Robokind Recent Developments/Updates
        7.23.6 Robokind Competitive Strengths & Weaknesses
    7.24 BrainCo
        7.24.1 BrainCo Details
        7.24.2 BrainCo Major Business
        7.24.3 BrainCo Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.24.4 BrainCo Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.24.5 BrainCo Recent Developments/Updates
        7.24.6 BrainCo Competitive Strengths & Weaknesses
    7.25 Intel
        7.25.1 Intel Details
        7.25.2 Intel Major Business
        7.25.3 Intel Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.25.4 Intel Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.25.5 Intel Recent Developments/Updates
        7.25.6 Intel Competitive Strengths & Weaknesses
    7.26 Intelligent Voice
        7.26.1 Intelligent Voice Details
        7.26.2 Intelligent Voice Major Business
        7.26.3 Intelligent Voice Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
        7.26.4 Intelligent Voice Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024)
        7.26.5 Intelligent Voice Recent Developments/Updates
        7.26.6 Intelligent Voice Competitive Strengths & Weaknesses

8 Industry Chain Analysis
    8.1 Single-Modal Affective Computing and Multimodal Affective Computing Industry Chain
    8.2 Single-Modal Affective Computing and Multimodal Affective Computing Upstream Analysis
    8.3 Single-Modal Affective Computing and Multimodal Affective Computing Midstream Analysis
    8.4 Single-Modal Affective Computing and Multimodal Affective Computing Downstream Analysis

9 Research Findings and Conclusion

10 Appendix
    10.1 Methodology
    10.2 Research Process and Data Source
    10.3 Disclaimer

Table of Figures

List of Tables
    Table 1. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
    Table 2. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
    Table 3. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
    Table 4. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share by Region (2019-2024), (by Headquarter Location)
    Table 5. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share by Region (2025-2030), (by Headquarter Location)
    Table 6. Major Market Trends
    Table 7. World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
    Table 8. World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value by Region (2019-2024) & (USD Million)
    Table 9. World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Forecast by Region (2025-2030) & (USD Million)
    Table 10. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue by Player (2019-2024) & (USD Million)
    Table 11. Revenue Market Share of Key Single-Modal Affective Computing and Multimodal Affective Computing Players in 2023
    Table 12. World Single-Modal Affective Computing and Multimodal Affective Computing Industry Rank of Major Player, Based on Revenue in 2023
    Table 13. Global Single-Modal Affective Computing and Multimodal Affective Computing Company Evaluation Quadrant
    Table 14. Head Office of Key Single-Modal Affective Computing and Multimodal Affective Computing Player
    Table 15. Single-Modal Affective Computing and Multimodal Affective Computing Market: Company Product Type Footprint
    Table 16. Single-Modal Affective Computing and Multimodal Affective Computing Market: Company Product Application Footprint
    Table 17. Single-Modal Affective Computing and Multimodal Affective Computing Mergers & Acquisitions Activity
    Table 18. United States VS China Single-Modal Affective Computing and Multimodal Affective Computing Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 19. United States VS China Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 20. United States Based Single-Modal Affective Computing and Multimodal Affective Computing Companies, Headquarters (States, Country)
    Table 21. United States Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, (2019-2024) & (USD Million)
    Table 22. United States Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share (2019-2024)
    Table 23. China Based Single-Modal Affective Computing and Multimodal Affective Computing Companies, Headquarters (Province, Country)
    Table 24. China Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, (2019-2024) & (USD Million)
    Table 25. China Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share (2019-2024)
    Table 26. Rest of World Based Single-Modal Affective Computing and Multimodal Affective Computing Companies, Headquarters (States, Country)
    Table 27. Rest of World Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, (2019-2024) & (USD Million)
    Table 28. Rest of World Based Companies Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share (2019-2024)
    Table 29. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Table 30. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Type (2019-2024) & (USD Million)
    Table 31. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Type (2025-2030) & (USD Million)
    Table 32. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Table 33. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application (2019-2024) & (USD Million)
    Table 34. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application (2025-2030) & (USD Million)
    Table 35. New Oriental Education & Technology Group Basic Information, Area Served and Competitors
    Table 36. New Oriental Education & Technology Group Major Business
    Table 37. New Oriental Education & Technology Group Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 38. New Oriental Education & Technology Group Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 39. New Oriental Education & Technology Group Recent Developments/Updates
    Table 40. New Oriental Education & Technology Group Competitive Strengths & Weaknesses
    Table 41. Hikvision Basic Information, Area Served and Competitors
    Table 42. Hikvision Major Business
    Table 43. Hikvision Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 44. Hikvision Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 45. Hikvision Recent Developments/Updates
    Table 46. Hikvision Competitive Strengths & Weaknesses
    Table 47. Baidu Basic Information, Area Served and Competitors
    Table 48. Baidu Major Business
    Table 49. Baidu Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 50. Baidu Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 51. Baidu Recent Developments/Updates
    Table 52. Baidu Competitive Strengths & Weaknesses
    Table 53. Mohodata Basic Information, Area Served and Competitors
    Table 54. Mohodata Major Business
    Table 55. Mohodata Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 56. Mohodata Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 57. Mohodata Recent Developments/Updates
    Table 58. Mohodata Competitive Strengths & Weaknesses
    Table 59. Entertech Basic Information, Area Served and Competitors
    Table 60. Entertech Major Business
    Table 61. Entertech Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 62. Entertech Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 63. Entertech Recent Developments/Updates
    Table 64. Entertech Competitive Strengths & Weaknesses
    Table 65. HiPhiGo Basic Information, Area Served and Competitors
    Table 66. HiPhiGo Major Business
    Table 67. HiPhiGo Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 68. HiPhiGo Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 69. HiPhiGo Recent Developments/Updates
    Table 70. HiPhiGo Competitive Strengths & Weaknesses
    Table 71. Emotibot Basic Information, Area Served and Competitors
    Table 72. Emotibot Major Business
    Table 73. Emotibot Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 74. Emotibot Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 75. Emotibot Recent Developments/Updates
    Table 76. Emotibot Competitive Strengths & Weaknesses
    Table 77. Cmcross Basic Information, Area Served and Competitors
    Table 78. Cmcross Major Business
    Table 79. Cmcross Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 80. Cmcross Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 81. Cmcross Recent Developments/Updates
    Table 82. Cmcross Competitive Strengths & Weaknesses
    Table 83. Meta Basic Information, Area Served and Competitors
    Table 84. Meta Major Business
    Table 85. Meta Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 86. Meta Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 87. Meta Recent Developments/Updates
    Table 88. Meta Competitive Strengths & Weaknesses
    Table 89. Emotiv Basic Information, Area Served and Competitors
    Table 90. Emotiv Major Business
    Table 91. Emotiv Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 92. Emotiv Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 93. Emotiv Recent Developments/Updates
    Table 94. Emotiv Competitive Strengths & Weaknesses
    Table 95. Behavioral Signals Basic Information, Area Served and Competitors
    Table 96. Behavioral Signals Major Business
    Table 97. Behavioral Signals Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 98. Behavioral Signals Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 99. Behavioral Signals Recent Developments/Updates
    Table 100. Behavioral Signals Competitive Strengths & Weaknesses
    Table 101. SoftBank Robotics Basic Information, Area Served and Competitors
    Table 102. SoftBank Robotics Major Business
    Table 103. SoftBank Robotics Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 104. SoftBank Robotics Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 105. SoftBank Robotics Recent Developments/Updates
    Table 106. SoftBank Robotics Competitive Strengths & Weaknesses
    Table 107. Expper Technologies Basic Information, Area Served and Competitors
    Table 108. Expper Technologies Major Business
    Table 109. Expper Technologies Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 110. Expper Technologies Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 111. Expper Technologies Recent Developments/Updates
    Table 112. Expper Technologies Competitive Strengths & Weaknesses
    Table 113. Discern Science Basic Information, Area Served and Competitors
    Table 114. Discern Science Major Business
    Table 115. Discern Science Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 116. Discern Science Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 117. Discern Science Recent Developments/Updates
    Table 118. Discern Science Competitive Strengths & Weaknesses
    Table 119. MorphCast Basic Information, Area Served and Competitors
    Table 120. MorphCast Major Business
    Table 121. MorphCast Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 122. MorphCast Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 123. MorphCast Recent Developments/Updates
    Table 124. MorphCast Competitive Strengths & Weaknesses
    Table 125. Talkwalker Basic Information, Area Served and Competitors
    Table 126. Talkwalker Major Business
    Table 127. Talkwalker Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 128. Talkwalker Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 129. Talkwalker Recent Developments/Updates
    Table 130. Talkwalker Competitive Strengths & Weaknesses
    Table 131. audEERING Basic Information, Area Served and Competitors
    Table 132. audEERING Major Business
    Table 133. audEERING Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 134. audEERING Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 135. audEERING Recent Developments/Updates
    Table 136. audEERING Competitive Strengths & Weaknesses
    Table 137. Ningbo Alfa Eagle Security Technology Co. Ltd. Basic Information, Area Served and Competitors
    Table 138. Ningbo Alfa Eagle Security Technology Co. Ltd. Major Business
    Table 139. Ningbo Alfa Eagle Security Technology Co. Ltd. Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 140. Ningbo Alfa Eagle Security Technology Co. Ltd. Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 141. Ningbo Alfa Eagle Security Technology Co. Ltd. Recent Developments/Updates
    Table 142. Ningbo Alfa Eagle Security Technology Co. Ltd. Competitive Strengths & Weaknesses
    Table 143. UBTECH Basic Information, Area Served and Competitors
    Table 144. UBTECH Major Business
    Table 145. UBTECH Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 146. UBTECH Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 147. UBTECH Recent Developments/Updates
    Table 148. UBTECH Competitive Strengths & Weaknesses
    Table 149. Midu Basic Information, Area Served and Competitors
    Table 150. Midu Major Business
    Table 151. Midu Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 152. Midu Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 153. Midu Recent Developments/Updates
    Table 154. Midu Competitive Strengths & Weaknesses
    Table 155. Affectiva Basic Information, Area Served and Competitors
    Table 156. Affectiva Major Business
    Table 157. Affectiva Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 158. Affectiva Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 159. Affectiva Recent Developments/Updates
    Table 160. Affectiva Competitive Strengths & Weaknesses
    Table 161. NVISO Basic Information, Area Served and Competitors
    Table 162. NVISO Major Business
    Table 163. NVISO Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 164. NVISO Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 165. NVISO Recent Developments/Updates
    Table 166. NVISO Competitive Strengths & Weaknesses
    Table 167. Robokind Basic Information, Area Served and Competitors
    Table 168. Robokind Major Business
    Table 169. Robokind Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 170. Robokind Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 171. Robokind Recent Developments/Updates
    Table 172. Robokind Competitive Strengths & Weaknesses
    Table 173. BrainCo Basic Information, Area Served and Competitors
    Table 174. BrainCo Major Business
    Table 175. BrainCo Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 176. BrainCo Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 177. BrainCo Recent Developments/Updates
    Table 178. BrainCo Competitive Strengths & Weaknesses
    Table 179. Intel Basic Information, Area Served and Competitors
    Table 180. Intel Major Business
    Table 181. Intel Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 182. Intel Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 183. Intel Recent Developments/Updates
    Table 184. Intelligent Voice Basic Information, Area Served and Competitors
    Table 185. Intelligent Voice Major Business
    Table 186. Intelligent Voice Single-Modal Affective Computing and Multimodal Affective Computing Product and Services
    Table 187. Intelligent Voice Single-Modal Affective Computing and Multimodal Affective Computing Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 188. Global Key Players of Single-Modal Affective Computing and Multimodal Affective Computing Upstream (Raw Materials)
    Table 189. Single-Modal Affective Computing and Multimodal Affective Computing Typical Customers
List of Figure
    Figure 1. Single-Modal Affective Computing and Multimodal Affective Computing Picture
    Figure 2. World Single-Modal Affective Computing and Multimodal Affective Computing Total Market Size: 2019 & 2023 & 2030, (USD Million)
    Figure 3. World Single-Modal Affective Computing and Multimodal Affective Computing Total Market Size (2019-2030) & (USD Million)
    Figure 4. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
    Figure 5. World Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share by Region (2019-2030), (by Headquarter Location)
    Figure 6. United States Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 7. China Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 8. Europe Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 9. Japan Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 10. South Korea Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 11. ASEAN Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 12. India Based Company Single-Modal Affective Computing and Multimodal Affective Computing Revenue (2019-2030) & (USD Million)
    Figure 13. Single-Modal Affective Computing and Multimodal Affective Computing Market Drivers
    Figure 14. Factors Affecting Demand
    Figure 15. World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 16. World Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Market Share by Region (2019-2030)
    Figure 17. United States Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 18. China Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 19. Europe Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 20. Japan Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 21. South Korea Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 22. ASEAN Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 23. India Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value (2019-2030) & (USD Million)
    Figure 24. Producer Shipments of Single-Modal Affective Computing and Multimodal Affective Computing by Player Revenue ($MM) and Market Share (%): 2023
    Figure 25. Global Four-firm Concentration Ratios (CR4) for Single-Modal Affective Computing and Multimodal Affective Computing Markets in 2023
    Figure 26. Global Four-firm Concentration Ratios (CR8) for Single-Modal Affective Computing and Multimodal Affective Computing Markets in 2023
    Figure 27. United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Revenue Market Share Comparison (2019 & 2023 & 2030)
    Figure 28. United States VS China: Single-Modal Affective Computing and Multimodal Affective Computing Consumption Value Market Share Comparison (2019 & 2023 & 2030)
    Figure 29. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Figure 30. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size Market Share by Type in 2023
    Figure 31. Single-Modal Affective Computing
    Figure 32. Multimodal Affective Computing
    Figure 33. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size Market Share by Type (2019-2030)
    Figure 34. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Figure 35. World Single-Modal Affective Computing and Multimodal Affective Computing Market Size Market Share by Application in 2023
    Figure 36. Education and Training
    Figure 37. Life and Health
    Figure 38. Business Services
    Figure 39. Industrial Design
    Figure 40. Technology Media
    Figure 41. Public Governance
    Figure 42. Single-Modal Affective Computing and Multimodal Affective Computing Industrial Chain
    Figure 43. Methodology
    Figure 44. Research Process and Data Source

Research Methodology

Client Requirements

Review and analyze client requirements

Discussion of all the project requirements and queries

Flexibility Check

Project Feasibility Analysis

Finalizing tentative research programme

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

Determination of key drivers, restraints, challenge, and opportunity

Identifies market needs and trends

Market Size Estimation & Forecast

Estimation of historical data based on secondary and primary data

Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

Consideration of geography, region-specific product/service demand for region segments

Consideration of product utilization rates, product demand outlook for segments by application or end-user.

Data Source

Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

Collection of data

Cumulating and collating the essential qualitative and quantitative data

Generation of report in client requested format by research analysts

Reviews by expert analysts

Final quality check

Clarifying queries

Receiving feedback

Ensuring satisfaction

01 Identification of data

This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.
02 Evaluation of Market Dynamic

This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.
03 Collection of Data

This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.
04 Collaboration of Data

This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.
05 Verification and Analysis

This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

Companies Mentioned

New Oriental Education & Technology Group
Hikvision
Baidu
Mohodata
Entertech
HiPhiGo
Emotibot
Cmcross
Meta
Emotiv
Behavioral Signals
SoftBank Robotics
Expper Technologies
Discern Science
MorphCast
Talkwalker
audEERING
Ningbo Alfa Eagle Security Technology Co. Ltd.
UBTECH
Midu
Affectiva
NVISO
Robokind
BrainCo
Intel
Intelligent Voice

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