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감정 AI 시장 – 2030년까지의 세계 예측

Emotion AI Market – Global Forecast To 2030

감정 AI 시장 – 솔루션(감정 인식, 감정 AI SDK 및 API, 감정 분석), 유형(텍스트 중심, 음성 중심, 비디오 및 멀티모달), 기술(기계 학습, NLP, 컴퓨터 비전) – 2030년까지의 세계 예측

Emotion AI Market by Solutions (Emotion Recognition, Emotion AI SDKs and APIs, Emotion Analytics), Type (Text-Focused, Voice-Focused, Video & Multimodal), Technology (Machine Learning, NLP, Computer Vision) – Global Forecast to 2030

조사회사 MarketsandMarkets
출판년월 2024년12월
페이지 수 300
도표 수 446
라이센스 Single User License
가격 USD 4,950
구성 영문조사보고서

    주문/문의    조사회사/라이센스/납기안내

Report Overview

The Emotion AI market is estimated to be USD 2.74 billion in 2024 to USD 9.01 billion in 2030 at a CAGR of 21.9% from 2024 to 2030. The Emotion AI market is undergoing rapid growth due to emotion driven marketing, integration with IoT and wearables, and adoption to the remote work environment. Emotion AI is used by marketers to create catchy campaigns, driving high engagement and conversion rates. Real-time emotion tracking with IoT and wearable devices makes healthcare and fitness applications possible. Remote work with Emotion AI boosts the capability for virtual collaboration by processing emotion cues to improve communication, increase productivity, and establish the future of emotional intelligence within different industries.

감정 AI 시장은 2024년부터 2030년까지 21.9%의 CAGR로 성장했으며, 2024년에 27억 4000만 달러에서 2030년에는 90억 1000만 달러에 이를 것으로 추정됩니다.
감정 AI 시장은 감정 주도형 마케팅, IoT 및 웨어러블과의 통합, 원격 작업 환경에의 도입 등으로 급속히 성장하고 있습니다. 감정 AI는 마케터가 잡은 캠페인을 만드는 데 사용되며 높은 참여율과 전환율을 홍보합니다. IoT 및 웨어러블 디바이스를 사용한 실시간 감정 추적을 통해 의료 및 피트니스 애플리케이션을 사용할 수 있습니다.

감정 AI 시장 – 2030년까지의 세계 예측
emotion-ai-market

“During the forecast period, the Machine Learning technology contributed the largest market share in the Emotion AI market.”

Machine learning (ML) technology holds the highest market share in the Emotion AI market due to its ability to process vast amounts of data and learn complex patterns in human emotions. ML algorithms can analyze facial expressions, voice tones, and textual sentiment, enabling accurate emotion detection and real-time decision-making. These technologies continuously improve through training on diverse datasets, making them highly adaptable to different industries such as retail, healthcare, and customer service. ML-based emotion recognition systems are increasingly integrated into applications such as personalized marketing, virtual assistants, and mental health monitoring, driving customer engagement and satisfaction. The scalability, efficiency, and evolving nature of machine learning models make it the dominant technology in Emotion AI, supporting its rapid growth and broad adoption across various sectors.

감정 AI 시장 – 2030년까지의 세계 예측 12
emotion-ai-market-impact

“The text focused type of Emotion AI is projected to register the highest CAGR during the forecast period.”

Text-focused Emotion AI is the fastest-growing segment in the Emotion AI market due to its widespread applicability across various industries and the increasing volume of textual data generated daily. With advancements in natural language processing (NLP) and machine learning, text-based sentiment analysis has become more accurate in detecting emotions such as joy, anger, and sadness in customer reviews, social media posts, and communication platforms. This technology helps businesses improve customer experience management, optimize marketing strategies, and enhance brand engagement. It also plays a crucial role in healthcare for mental health assessments and in educational tools for personalized learning. As the reliance on digital communication grows, the demand for text-focused emotion analysis continues to rise, positioning it as a key driver of growth in the Emotion AI market.

“Asia Pacific will register the highest growth rate during the forecast period.”

The Asia Pacific region is estimated to have the highest growth rate within the Emotion AI market on account of its rising pace of technology, increased digital adoption, and extensive application of Emotion AI in various fields. Many countries, including China, Japan, and India, are investing a lot in AI research and development, which are fields such as emotional AI. Organizations within the e-commerce, retail, and healthcare domains are now starting to use Emotion AI to deliver personalized services that consistently improve customer experiences. Furthermore, the region is in the midst of wide dissemination of mobile devices, IoT, and wearable technology, which acts as an excellent basis for performing real-time emotion tracking. Leading governments and private enterprises in Asia Pacific are rallying around AI as a strategic growth area, which is also fueling the adoption of Emotional AI technologies. Technology, economic and demographic factors combine to put Asia Pacific in a position for massive market growth.

감정 AI 시장 – 2030년까지의 세계 예측 region
emotion-ai-market-region

Breakdown of primaries

The study contains insights from various industry experts, from solution vendors to Tier 1 companies. The break-up of the primaries is as follows:

  • By Company Type: Tier 1 – 62%, Tier 2 – 23%, and Tier 3 – 15%
  • By Designation: C-level –50%, D-level – 30%, and Others – 20%
  • By Region: North America – 38%, Europe – 15%, Asia Pacific – 35%, Middle East & Africa- 7%, and Latin America- 5%.

The major players in the Emotion AI market are IBM (US), Microsoft (US), Google (US), Amazon (US), Smart Eye (Sweden), Entropik Tech (India), Uniphore (US), Audeering GmbH (Germany), VIER GmbH (Germany), Cognitec (Germany), Symanto (Germany), Realeyes (UK), CIPIA Vision (Israel), Noldus (Netherlands), Cogito (US), Morphcast (US), Voicesense (Israel), Superceed (Malaysia), Siena AI (US), Opsis (Singapore), Behavioral Signals (US), Hume (US), Kairos (US), Beemotion.AI (Australia), Intelligent Voice (UK), Davi (France), Utrigg (Ukraine), AttentionKart (India) and VERN AI (US). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches, enhancements, and acquisitions to expand their Emotion AI footprint.

감정 AI 시장 – 2030년까지의 세계 예측 ecosystem
emotion-ai-market-ecosystem

Research Coverage

The market study covers the Emotion AI market size across different segments. It aims to estimate the market size and the growth potential across various segments, including offering, technology, application, industry, and region. The study includes an in-depth competitive analysis of the leading market players, their company profiles, key observations related to product and business offerings, recent developments, and market strategies.

Key Benefits of Buying the Report

The report will help market leaders and new entrants with information on the closest approximations of the global Emotion AI market’s revenue numbers and subsegments. It will also help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. Moreover, the report will provide insights for stakeholders to understand the market’s pulse and provide them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (improved Computational Power, increased adoption of Video Communication Platforms, increased applications in education, enhancing checkout experiences with AI-powered automation), restraints (lack of standardization, high dependence on data quality), opportunities (emotion-based content creation, development of driver monitoring systems, integration in educational platforms) and challenges (overcoming bias in AI systems, training complex models, integrating multimodal data) influencing the growth of the Emotion AI market.

  •  Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product and service launches in the Emotion AI market.
  • Market Development: Comprehensive information about lucrative markets – the report analyses various regions’ Emotion AI markets.
  • Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the Emotion AI market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as IBM (US), Microsoft (US), Google (US), Amazon (US), Smart Eye (Sweden), Entropik Tech (India), Uniphore (US), Audeering GmbH (Germany), VIER GmbH (Germany), Cognitec (Germany), Symanto (Germany), Realeyes (UK), CIPIA Vision (Israel), Noldus (Netherlands), Cogito (US), Morphcast (US), Voicesense (Israel), Superceed (Malaysia), Siena AI (US), Opsis (Singapore), Behavioral Signals (US), Hume (US), Kairos (US), Beemotion.AI (Australia), Intelligent Voice (UK), Davi (France), Utrigg (Ukraine), AttentionKart (India) and VERN AI (US).

Table of Contents

1               INTRODUCTION              31

1.1           STUDY OBJECTIVES       31

1.2           MARKET DEFINITION   31

1.3           STUDY SCOPE   32

1.3.1        MARKET SEGMENTATION           32

1.3.2        INCLUSIONS AND EXCLUSIONS 33

1.3.3        YEARS CONSIDERED      33

1.4           CURRENCY CONSIDERED            34

1.5           STAKEHOLDERS               34

2               RESEARCH METHODOLOGY       35

2.1           RESEARCH DATA              35

2.1.1        SECONDARY DATA          36

2.1.1.1    Key data from secondary sources       36

2.1.2        PRIMARY DATA 36

2.1.2.1    Breakup of primary interviews            37

2.1.2.2    Primary interviews with experts         37

2.1.2.3    Expert insights      37

2.2           MARKET SIZE ESTIMATION METHODOLOGY     38

2.2.1        TOP-DOWN APPROACH                38

2.2.1.1    Supply-side analysis             38

2.2.2        BOTTOM-UP APPROACH              39

2.2.2.1    Demand-side analysis          39

2.3           DATA TRIANGULATION                41

2.4           RESEARCH ASSUMPTIONS           42

2.5           RESEARCH LIMITATIONS             43

2.6           RISK ASSESSMENT           43

3               EXECUTIVE SUMMARY  44

4               PREMIUM INSIGHTS       46

4.1           ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN EMOTION AI MARKET   46

4.2           EMOTION AI MARKET, BY OFFERING     46

4.3           EMOTION AI MARKET, BY SERVICE          47

4.4           EMOTION AI MARKET, BY TYPE                 47

4.5           EMOTION AI MARKET, BY TECHNOLOGY             47

4.6           EMOTION AI MARKET, BY APPLICATION              48

4.7           EMOTION AI MARKET, BY INDUSTRY     48

4.8           ASIA PACIFIC: EMOTION AI MARKET, TOP THREE SOLUTIONS AND SERVICES         49

5               MARKET OVERVIEW AND INDUSTRY TRENDS    50

5.1           INTRODUCTION              50

5.2           MARKET DYNAMICS       50

5.2.1        DRIVERS               51

5.2.1.1    Growing demand for customer experience enhancement                 51

5.2.1.2    Advancements in AI and machine learning technologies                 51

5.2.1.3    Increased application in healthcare and education          51

5.2.2        RESTRAINTS      51

5.2.2.1    Privacy and data security concerns    51

5.2.2.2    High implementation costs 52

5.2.3        OPPORTUNITIES              52

5.2.3.1    Expansion into new verticals               52

5.2.3.2    Integration with IoT and wearable devices      52

5.2.3.3    Growing demand in remote work and virtual environments                 52

5.2.4        CHALLENGES    53

5.2.4.1    Addressing cultural and contextual variability 53

5.2.4.2    Gaining user trust and acceptance    53

5.3           EVOLUTION OF EMOTION AI     54

5.4           ECOSYSTEM ANALYSIS  55

5.5           CASE STUDY ANALYSIS 57

5.5.1        CASE STUDY 1: HOTEL AND CASINO LEADER LEVERAGES UNIPHORE’S SOLUTIONS TO ENHANCE CUSTOMER EXPERIENCE              57

5.5.2        CASE STUDY 2: META ENHANCES ADVERTISING EXPERIENCE USING REALEYES SOLUTIONS FOR EMOTIONAL RESPONSE MEASUREMENT         57

5.5.3        CASE STUDY 3: MCDONALD’S ENHANCES SITUATIONAL ADVERTISING FOCUSING ON DIRECT CONSUMER ENGAGEMENT AND PERSONALIZATION               58

5.5.4        CASE STUDY 4: ENTROPIK ENHANCES PRODUCT EXPERIENCES WITH REAL-TIME ANALYSIS OF CONSUMER EMOTIONS FOR CPG BRAND      58

5.5.5        CASE STUDY 5: SMARTBOX USES EYE-TRACKING SOLUTIONS FROM SMART EYE FOR ASSISTED LIVING   59

5.6           SUPPLY CHAIN ANALYSIS             59

5.7           TARIFF AND REGULATORY LANDSCAPE               60

5.7.1        TARIFF DATA (HSN: 854231) – PROCESSORS AND CONTROLLERS 60

5.7.2        REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS             62

5.7.3        KEY REGULATIONS         65

5.7.3.1    North America      65

5.7.3.1.1 SCR 17: Artificial Intelligence Bill (California)               65

5.7.3.1.2 S1103: Artificial Intelligence Automated Decision Bill (Connecticut)        66

5.7.3.1.3 National Artificial Intelligence Initiative Act (NAIIA)   66

5.7.3.1.4 The Artificial Intelligence and Data Act (AIDA) – Canada                 66

5.7.3.2    Europe   67

5.7.3.2.1 The European Union (EU) – Artificial Intelligence Act (AIA)                 67

5.7.3.2.2 General Data Protection Regulation (Europe)                67

5.7.3.3    Asia Pacific            68

5.7.3.3.1 Interim Administrative Measures for Generative Artificial Intelligence Services (China)              68

5.7.3.3.2 The National AI Strategy (Singapore)               68

5.7.3.3.3 The Hiroshima AI Process Comprehensive Policy Framework (Japan)   69

5.7.3.4    Middle East & Africa            69

5.7.3.4.1 The National Strategy for Artificial Intelligence (UAE)                 69

5.7.3.4.2 The National Artificial Intelligence Strategy (Qatar)     70

5.7.3.4.3 The AI Ethics Principles and Guidelines (Dubai)          70

5.7.3.5    Latin America       70

5.7.3.5.1 The Santiago Declaration (Chile)     70

5.7.3.5.2 The Brazilian Artificial Intelligence Strategy (EBIA)    71

5.8           PRICING ANALYSIS          72

5.8.1        PRICE TREND OF KEY PLAYERS, BY SOLUTION  72

5.8.2        INDICATIVE PRICING ANALYSIS, BY KEY PLAYER AND APPLICATION   73

5.8.3        INDICATIVE PRICING ANALYSIS, BY SME AND APPLICATION   74

5.9           TECHNOLOGY ANALYSIS             75

5.9.1        KEY TECHNOLOGIES     75

5.9.1.1    Speech recognition and audio analysis              75

5.9.1.2    Facial micro-expression recognition  75

5.9.1.3    Text emotion recognition    75

5.9.1.4    Pose-based emotion recognition        75

5.9.1.5    Behavioral analytics              75

5.9.1.6    Emotion recognition algorithms        76

5.9.2        COMPLEMENTARY TECHNOLOGIES       76

5.9.2.1    Internet of Things                 76

5.9.2.2    Edge computing   76

5.9.2.3    Cloud computing  76

5.9.2.4    Biometrics              76

5.9.3        ADJACENT TECHNOLOGIES       77

5.9.3.1    Augmented reality and virtual reality                77

5.9.3.2    Human-computer interaction             77

5.9.3.3    Predictive analytics               77

5.10         PATENT ANALYSIS          77

5.10.1      METHODOLOGY              77

5.11         PORTER’S FIVE FORCES ANALYSIS           80

5.11.1      THREAT OF NEW ENTRANTS      81

5.11.2      THREAT OF SUBSTITUTES          81

5.11.3      BARGAINING POWER OF BUYERS             81

5.11.4      BARGAINING POWER OF SUPPLIERS       81

5.11.5      INTENSITY OF COMPETITIVE RIVALRY 81

5.12         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS            82

5.13         KEY STAKEHOLDERS AND BUYING CRITERIA     82

5.13.1      KEY STAKEHOLDERS IN BUYING PROCESS           82

5.13.2      BUYING CRITERIA           83

5.14         KEY CONFERENCES AND EVENTS, 2024–2025        84

5.15         TECHNOLOGY ROADMAP FOR EMOTION AI MARKET                 85

5.15.1      EMOTION AI TECHNOLOGY ROADMAP TILL 2030                 85

5.15.1.1  Short-term roadmap (2024–2026)     85

5.15.1.2  Mid-term roadmap (2026–2028)       85

5.15.1.3  Long-term roadmap (2028–2030)     85

5.16         BEST PRACTICES FOR EMOTION AI         86

5.17         CURRENT AND EMERGING BUSINESS MODELS 86

5.18         TOOLS, FRAMEWORKS, AND TECHNIQUES USED IN EMOTION AI      87

5.19         TRADE ANALYSIS             88

5.19.1      EXPORT SCENARIO OF PROCESSORS AND CONTROLLERS 88

5.19.2      IMPORT SCENARIO OF PROCESSORS AND CONTROLLERS 89

5.20         INVESTMENT AND FUNDING SCENARIO               91

5.21         IMPACT OF AI/GENERATIVE AI ON EMOTION AI MARKET               91

5.21.1      USE CASES OF GENERATIVE EMOTION AI             91

6               EMOTION AI MARKET, BY OFFERING     93

6.1           INTRODUCTION              94

6.1.1        OFFERINGS: EMOTION AI MARKET DRIVERS      94

6.2           SOLUTIONS        95

6.2.1        EMOTION RECOGNITION            96

6.2.1.1    Enhanced engagement and sales in retail to drive segment                 96

6.2.2        EMOTION AI SDKS & APIS            97

6.2.2.1    Ability to integrate advanced emotion recognition and analysis capabilities to boost segment              97

6.2.3        EMOTION ANALYTICS   98

6.2.3.1    Ability to provide personalized customer experiences to drive market    98

6.2.4        OTHER SOLUTIONS        99

6.3           SERVICES             100

6.3.1        PROFESSIONAL SERVICES            101

6.3.1.1    Ensure seamless integration, optimal utilization, and consistent performance of AI systems 101

6.3.1.2    Training & development     102

6.3.1.3    Deployment & system integration     103

6.3.1.4    Support & maintenance       104

6.3.2        MANAGED SERVICES      105

6.3.2.1    Optimize solutions without additional internal resources to boost market    105

7               EMOTION AI MARKET, BY TYPE                 106

7.1           INTRODUCTION              107

7.1.1        TYPES: EMOTION AI MARKET DRIVERS 107

7.2           TEXT-FOCUSED                108

7.3           VOICE-FOCUSED             109

7.4           VIDEO & MULTIMODAL                110

8               EMOTION AI MARKET, BY TECHNOLOGY             111

8.1           INTRODUCTION              112

8.1.1        TECHNOLOGIES: EMOTION AI MARKET DRIVERS                 112

8.2           MACHINE LEARNING     113

8.2.1        PROCESSES LARGE DATASETS TO IDENTIFY PATTERNS THAT CORRELATE WITH EMOTIONS     113

8.3           NATURAL LANGUAGE PROCESSING       114

8.3.1        PROVIDES SENTIMENT ANALYSIS THAT CAN CLASSIFY EMOTIONAL TONE OF TEXT      114

8.4           COMPUTER VISION        115

8.4.1        USES DEEP LEARNING MODELS TO RECOGNIZE HUMAN FACIAL EXPRESSIONS, BODY MOVEMENTS, AND GESTURES                 115

8.5           PHYSIOLOGICAL SIGNAL PROCESSING 116

8.5.1        DETECTS EMOTIONAL STATES SUCH AS STRESS, EXCITEMENT, OR RELAXATION                 116

9               EMOTION AI MARKET, BY APPLICATION              117

9.1           INTRODUCTION              118

9.1.1        APPLICATIONS: EMOTION AI MARKET DRIVERS                 118

9.2           CUSTOMER EXPERIENCE MANAGEMENT              119

9.2.1        USED TO IDENTIFY CUSTOMERS’ EMOTIONAL STATES AND ENHANCE SERVICE QUALITY           119

9.3           MARKETING, SALES, AND ADVERTISING               120

9.3.1        OPTIMIZATION OF MARKETING STRATEGIES FOR BETTER EMOTIONAL RESONANCE          120

9.4           PERSONAL ASSISTANTS & VIRTUAL AGENTS      121

9.4.1        OFFER TAILORED RESPONSES AND PERSONALIZED INTERACTIONS 121

9.5           MENTAL HEALTH & WELL-BEING MONITORING                 122

9.5.1        HELP WITH EARLY DETECTION  ANXIETY, DEPRESSION, OR STRESS              122

9.6           DRIVER SAFETY & MONITORING              123

9.6.1        DETECT SIGNS OF FATIGUE, DISTRACTION, OR STRESS AND ALERT DRIVER       123

9.7           HUMAN RESOURCES & RECRUITMENT  124

9.7.1        ASSESS EMOTIONAL INTELLIGENCE DURING HIRING AND TRACK EMPLOYEE SENTIMENT      124

9.8           OTHER APPLICATIONS 125

10            EMOTION AI MARKET, BY INDUSTRY     127

10.1         INTRODUCTION              128

10.1.1      INDUSTRIES: EMOTION AI MARKET DRIVERS     128

10.2         RETAIL & E-COMMERCE                129

10.2.1      PERSONALIZED SHOPPING EXPERIENCES TO CATER TO EMOTIONAL NEEDS OF CUSTOMERS     129

10.3         IT & ITES              130

10.3.1      BOOSTS EMPLOYEE ENGAGEMENT THROUGH ANALYSIS OF WORKER SENTIMENT AND WORKLOAD ADJUSTMENT   130

10.4         HEALTHCARE    131

10.4.1      NLP AND EMOTIONAL INTELLIGENCE PROVIDE THERAPY SUPPORT        131

10.5         EDUCATION, ACADEMIA, AND RESEARCH            132

10.5.1      HELPS EDUCATORS UNDERSTAND LEVEL OF ENGAGEMENT OR STRESS AMONG STUDENTS 132

10.6         AUTOMOTIVE   133

10.6.1      ENHANCES ROAD SAFETY AND ENABLES PERSONALIZED DRIVING EXPERIENCE 133

10.7         MEDIA & ENTERTAINMENT        134

10.7.1      ENHANCES CONTENT CREATION, ADVERTISING, AND CONSUMER ENGAGEMENT         134

10.8         TRAVEL & HOSPITALITY               135

10.8.1      TAILORED, RESPONSIVE, AND EMPATHETIC SERVICES TO BOOST SEGMENT    135

10.9         OTHER INDUSTRIES       136

11            EMOTION AI MARKET, BY REGION          138

11.1         INTRODUCTION              139

11.2         NORTH AMERICA             140

11.2.1      MACROECONOMIC OUTLOOK FOR NORTH AMERICA                 140

11.2.2      US           146

11.2.2.1  Strategic partnerships to drive emotion AI adoption      146

11.2.3      CANADA               151

11.2.3.1  Government initiatives and investments to drive market                 151

11.3         EUROPE               155

11.3.1      MACROECONOMIC OUTLOOK FOR EUROPE      156

11.3.2      UK          161

11.3.2.1  Rapid cloud adoption and strong digital strategy to boost market                 161

11.3.3      GERMANY           166

11.3.3.1  High demand from automotive industry – key driver     166

11.3.4      FRANCE                166

11.3.4.1  Strong growth prospects amid digital transformation and need for tailored experiences              166

11.3.5      ITALY    166

11.3.5.1  Increasing adoption of emotion detection technologies and government commitment to fostering innovation to drive market                 166

11.3.6      SPAIN    171

11.3.6.1  Strategic initiatives in AI development sector to drive market                 171

11.3.7      NORDIC COUNTRIES     171

11.3.7.1  Comprehensive AI strategies, robust talent pool to drive market                 171

11.3.8      REST OF EUROPE             172

11.4         ASIA PACIFIC     172

11.4.1      MACROECONOMIC OUTLOOK FOR ASIA PACIFIC                 172

11.4.2      CHINA  178

11.4.2.1  Increased government investment in new technologies to drive market    178

11.4.3      JAPAN   183

11.4.3.1  Healthcare and retail present market opportunities        183

11.4.4      INDIA    183

11.4.4.1  Focus on advanced technology usage through government initiatives to drive market   183

11.4.5      AUSTRALIA & NEW ZEALAND     188

11.4.5.1  Increasing need for enhanced customer experience to drive market    188

11.4.6      SOUTH KOREA  188

11.4.6.1  Strong focus on developing and enhancing public-private partnerships to drive market               188

11.4.7      REST OF ASIA PACIFIC   188

11.5         MIDDLE EAST & AFRICA                189

11.5.1      MACROECONOMIC OUTLOOK FOR MIDDLE EAST & AFRICA 189

11.5.2      UAE        195

11.5.2.1  Increasing use of AI in smart city development to drive market                 195

11.5.3      SAUDI ARABIA  196

11.5.3.1  Substantial investments in digital infrastructure to drive market                 196

11.5.4      KUWAIT               201

11.5.4.1  Focus on knowledge-based economy to drive market     201

11.5.5      BAHRAIN             201

11.5.5.1  Focus on alternative revenue options to drive market    201

11.5.6      SOUTH AFRICA 201

11.5.6.1  Growing focus on digital transformation and innovation to drive market    201

11.5.7      REST OF MIDDLE EAST & AFRICA             202

11.6         LATIN AMERICA                202

11.6.1      MACROECONOMIC OUTLOOK FOR LATIN AMERICA                 203

11.6.2      BRAZIL 208

11.6.2.1  Increasing adoption of digital technology to drive market                 208

11.6.3      MEXICO                213

11.6.3.1  Focus on advancing digital infrastructure to drive market                 213

11.6.4      REST OF LATIN AMERICA             213

12            COMPETITIVE LANDSCAPE         214

12.1         INTRODUCTION              214

12.2         KEY PLAYER STRATEGIES/RIGHT TO WIN            214

12.2.1      OVERVIEW OF STRATEGIES ADOPTED BY KEY EMOTION AI VENDORS 214

12.3         REVENUE ANALYSIS       215

12.4         MARKET SHARE ANALYSIS           216

12.4.1      MARKET RANKING ANALYSIS     217

12.5         COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023                 218

12.5.1      STARS   218

12.5.2      EMERGING LEADERS     218

12.5.3      PERVASIVE PLAYERS      218

12.5.4      PARTICIPANTS 218

12.5.5      COMPANY FOOTPRINT: KEY PLAYERS, 2023         220

12.5.5.1  Company footprint               220

12.5.5.2  Type footprint       220

12.5.5.3  Offering footprint 221

12.5.5.4  Regional footprint                 222

12.6         COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023        222

12.6.1      PROGRESSIVE COMPANIES         222

12.6.2      RESPONSIVE COMPANIES            222

12.6.3      DYNAMIC COMPANIES  223

12.6.4      STARTING BLOCKS         223

12.6.5      COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023                 224

12.6.5.1  Key startups/SMEs              224

12.6.5.2  Competitive benchmarking of key startups/SMEs          225

12.7         COMPETITIVE SCENARIOS AND TRENDS              225

12.7.1      PRODUCT LAUNCHES & ENHANCEMENTS           225

12.7.2      DEALS  227

12.8         BRAND/PRODUCT COMPARISON             228

12.9         COMPANY VALUATION AND FINANCIAL METRICS OF KEY EMOTION AI SOLUTION PROVIDERS             229

13            COMPANY PROFILES      230

13.1         KEY PLAYERS     230

13.1.1      IBM        230

13.1.1.1  Business overview 230

13.1.1.2  Products/Solutions/Services offered 231

13.1.1.3  Recent developments           232

13.1.1.3.1                Product enhancements        232

13.1.1.3.2                Deals      232

13.1.1.4  MnM view              232

13.1.1.4.1                Right to win           232

13.1.1.4.2                Strategic choices   233

13.1.1.4.3                Weaknesses and competitive threats 233

13.1.2      MICROSOFT       234

13.1.2.1  Business overview 234

13.1.2.2  Products/Solutions/Services offered 235

13.1.2.3  Recent developments           236

13.1.2.3.1                Product enhancements        236

13.1.2.3.2                Deals      236

13.1.2.4  MnM view              237

13.1.2.4.1                Right to win           237

13.1.2.4.2                Strategic choices   237

13.1.2.4.3                Weaknesses and competitive threats 237

13.1.3      GOOGLE              238

13.1.3.1  Business overview 238

13.1.3.2  Products/Solutions/Services offered 239

13.1.3.3  Recent developments           240

13.1.3.3.1                Product enhancements        240

13.1.3.3.2                Deals      240

13.1.3.4  MnM view              240

13.1.3.4.1                Right to win           240

13.1.3.4.2                Strategic choices   241

13.1.3.4.3                Weaknesses and competitive threats 241

13.1.4      AMAZON              242

13.1.4.1  Business overview 242

13.1.4.2  Products/Solutions/Services offered 243

13.1.4.3  Recent developments           244

13.1.4.3.1                Product enhancements        244

13.1.4.4  MnM view              244

13.1.4.4.1                Right to win           244

13.1.4.4.2                Strategic choices   244

13.1.4.4.3                Weaknesses and competitive threats 244

13.1.5      SMART EYE         245

13.1.5.1  Business overview 245

13.1.5.2  Products/Solutions/Services offered 246

13.1.5.3  Recent developments           247

13.1.5.3.1                Deals      247

13.1.5.4  MnM view              248

13.1.5.4.1                Right to win           248

13.1.5.4.2                Strategic choices   248

13.1.5.4.3                Weaknesses and competitive threats 248

13.1.6      ENTROPIK           249

13.1.6.1  Business overview 249

13.1.6.2  Products/Solutions/Services offered 249

13.1.6.3  Recent developments           250

13.1.6.3.1                Product enhancements        250

13.1.7      UNIPHORE          251

13.1.7.1  Business overview 251

13.1.7.2  Products/Solutions/Services offered 251

13.1.7.3  Recent developments           252

13.1.7.3.1                Product launches  252

13.1.7.3.2                Deals      253

13.1.8      AUDEERING GMBH         254

13.1.8.1  Business overview 254

13.1.8.2  Products/Solutions/Services offered 254

13.1.8.3  Recent developments           255

13.1.8.3.1                Product enhancements        255

13.1.8.3.2                Deals      255

13.1.9      VIER GMBH         256

13.1.9.1  Business overview 256

13.1.9.2  Products/Solutions/Services offered 256

13.1.9.3  Recent developments           257

13.1.9.3.1                Deals      257

13.1.10   COGNITEC          258

13.1.10.1                 Business overview 258

13.1.10.2                 Products/Solutions/Services offered 258

13.1.10.3                 Recent developments           259

13.1.10.3.1             Deals      259

13.2         OTHER PLAYERS              260

13.2.1      SYMANTO           260

13.2.2      REALEYES            261

13.2.3      CIPIA VISION     262

13.2.4      NOLDUS               263

13.2.5      COGITO               264

13.2.6      MORPHCAST      265

13.2.7      VOICESENSE      266

13.2.8      SUPERCEED       267

13.2.9      SIENA AI               268

13.2.10   OPSIS    269

13.2.11   BEHAVIORAL SIGNALS  270

13.2.12   HUME   271

13.2.13   KAIROS 272

13.2.14   BEEMOTION.AI 273

13.2.15   INTELLIGENT VOICE     274

13.2.16   DAVI      275

13.2.17   UTRIGG                276

13.2.18   ATTENTIONKART            277

13.2.19   VERN AI                278

14            ADJACENT/RELATED MARKETS                279

14.1         INTRODUCTION              279

14.2         LIMITATIONS    279

14.3         EMOTION DETECTION AND RECOGNITION MARKET – GLOBAL FORECAST 2027               279

14.3.1      MARKET DEFINITION   279

14.3.2      MARKET OVERVIEW       279

14.3.2.1  Emotion detection and recognition market, by component                 280

14.3.2.2  Emotion detection and recognition market, by software                 280

14.3.2.3  Emotion detection and recognition market, by application area                 281

14.3.2.4  Emotion detection and recognition market, by end user                 282

14.3.2.5  Emotion detection and recognition market, by vertical 283

14.3.2.6  Emotion detection and recognition market, by region   285

14.4         FACIAL RECOGNITION MARKET – GLOBAL FORECAST 2028        286

14.4.1      MARKET DEFINITION   286

14.4.2      MARKET OVERVIEW       286

14.4.2.1  Facial recognition market, by offering               286

14.4.2.2  Facial recognition market, by deployment mode             287

14.4.2.3  Facial recognition market, by organization size               287

14.4.2.4  Facial recognition market, by application         288

14.4.2.5  Facial recognition market, by vertical                288

14.4.2.6  Facial recognition market, by region 289

15            APPENDIX           291

15.1         DISCUSSION GUIDE        291

15.2         KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL                296

15.3         CUSTOMIZATION OPTIONS        298

15.4         RELATED REPORTS         298

15.5         AUTHOR DETAILS           299

LIST OF TABLES

TABLE 1                USD EXCHANGE RATES, 2021–2023            34

TABLE 2                PRIMARY INTERVIEWS WITH EXPERTS  37

TABLE 3                RESEARCH ASSUMPTIONS           42

TABLE 4                RISK ASSESSMENT           43

TABLE 5                EMOTION AI MARKET: ECOSYSTEM        55

TABLE 6                TARIFF RELATED TO PROCESSORS AND CONTROLLERS (HSN: 854231), 2023          61

TABLE 7                NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 62

TABLE 8                EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS           63

TABLE 9                ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 64

TABLE 10              REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS                 65

TABLE 11              AVERAGE SELLING PRICE OF EMOTION AI SOLUTIONS        72

TABLE 12              INDICATIVE PRICING ANALYSIS OF KEY PLAYERS FOR TOP APPLICATIONS (USD)             73

TABLE 13              INDICATIVE PRICING ANALYSIS OF SMES FOR TOP THREE APPLICATIONS (USD)           74

TABLE 14              EMOTION AI MARKET: KEY PATENTS     78

TABLE 15              IMPACT OF PORTER’S FIVE FORCES ON EMOTION AI MARKET   80

TABLE 16              INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 83

TABLE 17              KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES       83

TABLE 18              EMOTION AI MARKET: CONFERENCES AND EVENTS, 2024–2025           84

TABLE 19              EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 94

TABLE 20              EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION) 95

TABLE 21              EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 95

TABLE 22              EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION) 96

TABLE 23              SOLUTIONS: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)            96

TABLE 24              SOLUTIONS: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)            96

TABLE 25              EMOTION RECOGNITION: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            97

TABLE 26              EMOTION RECOGNITION: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            97

TABLE 27              EMOTION AI SDKS & APIS: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            98

TABLE 28              EMOTION AI SDKS & APIS: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            98

TABLE 29              EMOTION ANALYTICS: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            99

TABLE 30              EMOTION ANALYTICS: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            99

TABLE 31              OTHER SOLUTIONS: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)          99

TABLE 32              OTHER SOLUTIONS: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)          100

TABLE 33              EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION) 100

TABLE 34              EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION) 101

TABLE 35              SERVICES: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)            101

TABLE 36              SERVICES: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)            101

TABLE 37              EMOTION AI MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)         101

TABLE 38              EMOTION AI MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)         102

TABLE 39              PROFESSIONAL SERVICES: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            102

TABLE 40              PROFESSIONAL SERVICES: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            102

TABLE 41              TRAINING & DEVELOPMENT: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            103

TABLE 42              TRAINING & DEVELOPMENT: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            103

TABLE 43              DEPLOYMENT & SYSTEM INTEGRATION: EMOTION AI MARKET,  BY REGION,

2019–2023 (USD MILLION)            103

TABLE 44              DEPLOYMENT & SYSTEM INTEGRATION: EMOTION AI MARKET,  BY REGION,

2024–2030 (USD MILLION)            104

TABLE 45              SUPPORT & MAINTENANCE: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            104

TABLE 46              SUPPORT & MAINTENANCE: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            104

TABLE 47              MANAGED SERVICES: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            105

TABLE 48              MANAGED SERVICES: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            105

TABLE 49              EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)            107

TABLE 50              EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)            108

TABLE 51              TEXT-FOCUSED: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)          108

TABLE 52              TEXT-FOCUSED: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)          108

TABLE 53              VOICE-FOCUSED: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)          109

TABLE 54              VOICE-FOCUSED: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)          109

TABLE 55              VIDEO & MULTIMODAL: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            110

TABLE 56              VIDEO & MULTIMODAL: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            110

TABLE 57              EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)       112

TABLE 58              EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)       113

TABLE 59              MACHINE LEARNING: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            113

TABLE 60              MACHINE LEARNING: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            113

TABLE 61              NATURAL LANGUAGE PROCESSING: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            114

TABLE 62              NATURAL LANGUAGE PROCESSING: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            114

TABLE 63              COMPUTER VISION: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)          115

TABLE 64              COMPUTER VISION: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)          115

TABLE 65              PHYSIOLOGICAL SIGNAL PROCESSING: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            116

TABLE 66              PHYSIOLOGICAL SIGNAL PROCESSING: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            116

TABLE 67              EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)       119

TABLE 68              EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)       119

TABLE 69              CUSTOMER EXPERIENCE MANAGEMENT: EMOTION AI MARKET, BY REGION,  2019–2023 (USD MILLION)                 120

TABLE 70              CUSTOMER EXPERIENCE MANAGEMENT: EMOTION AI MARKET, BY REGION,  2024–2030 (USD MILLION)                 120

TABLE 71              MARKETING, SALES, AND ADVERTISING: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            121

TABLE 72              MARKETING, SALES, AND ADVERTISING: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)          121

TABLE 73              PERSONAL ASSISTANTS & VIRTUAL AGENTS: EMOTION AI MARKET, BY REGION,  2019–2023 (USD MILLION)                 122

TABLE 74              PERSONAL ASSISTANTS & VIRTUAL AGENTS: EMOTION AI MARKET, BY REGION,  2024–2030 (USD MILLION)                 122

TABLE 75              MENTAL HEALTH & WELL-BEING MONITORING: EMOTION AI MARKET, BY REGION,  2019–2023 (USD MILLION) 123

TABLE 76              MENTAL HEALTH & WELL-BEING MONITORING: EMOTION AI MARKET, BY REGION,  2024–2030 (USD MILLION) 123

TABLE 77              DRIVER SAFETY & MONITORING: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)          124

TABLE 78              DRIVER SAFETY & MONITORING: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)          124

TABLE 79              HUMAN RESOURCES & RECRUITMENT: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)          125

TABLE 80              HUMAN RESOURCES & RECRUITMENT: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            125

TABLE 81              OTHER APPLICATIONS: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            125

TABLE 82              OTHER APPLICATIONS: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            126

TABLE 83              EMOTION AI MARKET, BY INDUSTRY 2019–2023 (USD MILLION) 129

TABLE 84              EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION) 129

TABLE 85              RETAIL & E-COMMERCE: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            130

TABLE 86              RETAIL & E-COMMERCE: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            130

TABLE 87              IT & ITES: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)            131

TABLE 88              IT & ITES: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)            131

TABLE 89              HEALTHCARE: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)          132

TABLE 90              HEALTHCARE: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)          132

TABLE 91              EDUCATION, ACADEMIA, AND RESEARCH: EMOTION AI MARKET, BY REGION,  2019–2023 (USD MILLION)                 133

TABLE 92              EDUCATION, ACADEMIA, AND RESEARCH: EMOTION AI MARKET, BY REGION,  2024–2030 (USD MILLION)                 133

TABLE 93              AUTOMOTIVE: EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION)          134

TABLE 94              AUTOMOTIVE: EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION)          134

TABLE 95              MEDIA & ENTERTAINMENT: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            135

TABLE 96              MEDIA & ENTERTAINMENT: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            135

TABLE 97              TRAVEL & HOSPITALITY: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            136

TABLE 98              TRAVEL & HOSPITALITY: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            136

TABLE 99              OTHER INDUSTRIES: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            136

TABLE 100            OTHER INDUSTRIES: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)          137

TABLE 101            EMOTION AI MARKET, BY REGION, 2019–2023 (USD MILLION) 139

TABLE 102            EMOTION AI MARKET, BY REGION, 2024–2030 (USD MILLION) 139

TABLE 103            NORTH AMERICA: EMOTION AI MARKET, BY OFFERING,

2019–2023 (USD MILLION)            141

TABLE 104            NORTH AMERICA: EMOTION AI MARKET, BY OFFERING,

2024–2030 (USD MILLION)            141

TABLE 105            NORTH AMERICA: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)    142

TABLE 106            NORTH AMERICA: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)    142

TABLE 107            NORTH AMERICA: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)         142

TABLE 108            NORTH AMERICA: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)         142

TABLE 109            NORTH AMERICA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            143

TABLE 110            NORTH AMERICA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            143

TABLE 111            NORTH AMERICA: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)                143

TABLE 112            NORTH AMERICA: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)                143

TABLE 113            NORTH AMERICA: EMOTION AI MARKET, BY TECHNOLOGY,

2019–2023 (USD MILLION)            144

TABLE 114            NORTH AMERICA: EMOTION AI MARKET, BY TECHNOLOGY,

2024–2030 (USD MILLION)            144

TABLE 115            NORTH AMERICA: EMOTION AI MARKET, BY APPLICATION,

2019–2023 (USD MILLION)            144

TABLE 116            NORTH AMERICA: EMOTION AI MARKET, BY APPLICATION,

2024–2030 (USD MILLION)            145

TABLE 117            NORTH AMERICA: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)    145

TABLE 118            NORTH AMERICA: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)    145

TABLE 119            NORTH AMERICA: EMOTION AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)     146

TABLE 120            NORTH AMERICA: EMOTION AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)     146

TABLE 121            US: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)       146

TABLE 122            US: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)       147

TABLE 123            US: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)       147

TABLE 124            US: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)       147

TABLE 125            US: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)       147

TABLE 126            US: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)       147

TABLE 127            US: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            148

TABLE 128            US: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            148

TABLE 129            US: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION) 148

TABLE 130            US: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION) 148

TABLE 131            US: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            149

TABLE 132            US: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            149

TABLE 133            US: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)            149

TABLE 134            US: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)            150

TABLE 135            US: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)       150

TABLE 136            US: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)       150

TABLE 137            CANADA: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)            151

TABLE 138            CANADA: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)            151

TABLE 139            CANADA: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)            151

TABLE 140            CANADA: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)            152

TABLE 141            CANADA: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)            152

TABLE 142            CANADA: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)            152

TABLE 143            CANADA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            152

TABLE 144            CANADA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            153

TABLE 145            CANADA: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)       153

TABLE 146            CANADA: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)       153

TABLE 147            CANADA: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            153

TABLE 148            CANADA: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            154

TABLE 149            CANADA: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)              154

TABLE 150            CANADA: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)              154

TABLE 151            CANADA: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)            155

TABLE 152            CANADA: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)            155

TABLE 153            EUROPE: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)            156

TABLE 154            EUROPE: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)            156

TABLE 155            EUROPE: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)            157

TABLE 156            EUROPE: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)            157

TABLE 157            EUROPE: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)            157

TABLE 158            EUROPE: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)            157

TABLE 159            EUROPE: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            158

TABLE 160            EUROPE: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            158

TABLE 161            EUROPE: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)       158

TABLE 162            EUROPE: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)       158

TABLE 163            EUROPE: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            159

TABLE 164            EUROPE: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            159

TABLE 165            EUROPE: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)              159

TABLE 166            EUROPE: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)              160

TABLE 167            EUROPE: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)            160

TABLE 168            EUROPE: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)            160

TABLE 169            EUROPE: EMOTION AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)            161

TABLE 170            EUROPE: EMOTION AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)            161

TABLE 171            UK: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)       162

TABLE 172            UK: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)       162

TABLE 173            UK: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)       162

TABLE 174            UK: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)       162

TABLE 175            UK: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)       163

TABLE 176            UK: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)       163

TABLE 177            UK: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            163

TABLE 178            UK: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            163

TABLE 179            UK: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION) 163

TABLE 180            UK: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION) 164

TABLE 181            UK: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            164

TABLE 182            UK: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            164

TABLE 183            UK: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)            164

TABLE 184            UK: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)            165

TABLE 185            UK: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)       165

TABLE 186            UK: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)       165

TABLE 187            ITALY: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)            167

TABLE 188            ITALY: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)            167

TABLE 189            ITALY: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)            167

TABLE 190            ITALY: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)            167

TABLE 191            ITALY: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)       168

TABLE 192            ITALY: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)       168

TABLE 193            ITALY: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            168

TABLE 194            ITALY: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            168

TABLE 195            ITALY: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)       168

TABLE 196            ITALY: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)       169

TABLE 197          ITALY: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            169

TABLE 198          ITALY: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            169

TABLE 199            ITALY: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)            169

TABLE 200            ITALY: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)            170

TABLE 201            ITALY: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)            170

TABLE 202            ITALY: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)            170

TABLE 203            ASIA PACIFIC: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)     174

TABLE 204            ASIA PACIFIC: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)     174

TABLE 205            ASIA PACIFIC: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)    174

TABLE 206            ASIA PACIFIC: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)    174

TABLE 207            ASIA PACIFIC: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)         174

TABLE 208            ASIA PACIFIC: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)         175

TABLE 209            ASIA PACIFIC: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            175

TABLE 210            ASIA PACIFIC: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            175

TABLE 211            ASIA PACIFIC: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)            175

TABLE 212            ASIA PACIFIC: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)            176

TABLE 213            ASIA PACIFIC: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            176

TABLE 214            ASIA PACIFIC: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            176

TABLE 215            ASIA PACIFIC: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)              176

TABLE 216            ASIA PACIFIC: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)              177

TABLE 217            ASIA PACIFIC: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)    177

TABLE 218            ASIA PACIFIC: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)    177

TABLE 219            ASIA PACIFIC: EMOTION AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)     178

TABLE 220            ASIA PACIFIC: EMOTION AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)     178

TABLE 221            CHINA: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)            179

TABLE 222            CHINA: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)            179

TABLE 223            CHINA: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)            179

TABLE 224            CHINA: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)            179

TABLE 225            CHINA: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)            179

TABLE 226            CHINA: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)            180

TABLE 227            CHINA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            180

TABLE 228            CHINA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            180

TABLE 229            CHINA: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)       180

TABLE 230            CHINA: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)       180

TABLE 231            CHINA: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            181

TABLE 232            CHINA: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            181

TABLE 233          CHINA: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)            181

TABLE 234          CHINA: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)            182

TABLE 235            CHINA: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)            182

TABLE 236            CHINA: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)            182

TABLE 237            INDIA: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)            183

TABLE 238            INDIA: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)            184

TABLE 239            INDIA: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)            184

TABLE 240            INDIA: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)            184

TABLE 241            INDIA: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)       184

TABLE 242            INDIA: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)       184

TABLE 243            INDIA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            185

TABLE 244            INDIA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            185

TABLE 245            INDIA: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)       185

TABLE 246            INDIA: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)       185

TABLE 247          INDIA: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            186

TABLE 248          INDIA: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            186

TABLE 249            INDIA: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)            186

TABLE 250            INDIA: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)            187

TABLE 251            INDIA: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)            187

TABLE 252            INDIA: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)            187

TABLE 253            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY OFFERING,

2019–2023 (USD MILLION)            190

TABLE 254            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY OFFERING,

2024–2030 (USD MILLION)            190

TABLE 255            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY SOLUTION,

2019–2023 (USD MILLION)            190

TABLE 256            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY SOLUTION,

2024–2030 (USD MILLION)            191

TABLE 257            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY SERVICE,

2019–2023 (USD MILLION)            191

TABLE 258            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY SERVICE,

2024–2030 (USD MILLION)            191

TABLE 259            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,  2019–2023 (USD MILLION)                 191

TABLE 260            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,  2024–2030 (USD MILLION)                 192

TABLE 261            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY TYPE,

2019–2023 (USD MILLION)            192

TABLE 262            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY TYPE,

2024–2030 (USD MILLION)            192

TABLE 263            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY TECHNOLOGY,

2019–2023 (USD MILLION)            192

TABLE 264            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY TECHNOLOGY,

2024–2030 (USD MILLION)            193

TABLE 265            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY APPLICATION,

2019–2023 (USD MILLION)            193

TABLE 266            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY APPLICATION,

2024–2030 (USD MILLION)            193

TABLE 267            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY INDUSTRY,

2019–2023 (USD MILLION)            194

TABLE 268            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY INDUSTRY,

2024–2030 (USD MILLION)            194

TABLE 269            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY REGION,

2019–2023 (USD MILLION)            195

TABLE 270            MIDDLE EAST & AFRICA: EMOTION AI MARKET, BY REGION,

2024–2030 (USD MILLION)            195

TABLE 271            SAUDI ARABIA: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)     196

TABLE 272            SAUDI ARABIA: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)     196

TABLE 273            SAUDI ARABIA: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)    197

TABLE 274            SAUDI ARABIA: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)    197

TABLE 275            SAUDI ARABIA: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)         197

TABLE 276            SAUDI ARABIA: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)         197

TABLE 277            SAUDI ARABIA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            198

TABLE 278            SAUDI ARABIA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            198

TABLE 279            SAUDI ARABIA: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)            198

TABLE 280            SAUDI ARABIA: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)            198

TABLE 281            SAUDI ARABIA: EMOTION AI MARKET, BY TECHNOLOGY,

2019–2023 (USD MILLION)            199

TABLE 282            SAUDI ARABIA: EMOTION AI MARKET, BY TECHNOLOGY,

2024–2030 (USD MILLION)            199

TABLE 283            SAUDI ARABIA: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)              199

TABLE 284            SAUDI ARABIA: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)              200

TABLE 285            SAUDI ARABIA: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)    200

TABLE 286            SAUDI ARABIA: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)    200

TABLE 287            LATIN AMERICA: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)     203

TABLE 288            LATIN AMERICA: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)     203

TABLE 289            LATIN AMERICA: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)    203

TABLE 290            LATIN AMERICA: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)    204

TABLE 291            LATIN AMERICA: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)         204

TABLE 292            LATIN AMERICA: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)         204

TABLE 293            LATIN AMERICA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)          204

TABLE 294            LATIN AMERICA: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            205

TABLE 295            LATIN AMERICA: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)                205

TABLE 296            LATIN AMERICA: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)                205

TABLE 297            LATIN AMERICA: EMOTION AI MARKET, BY TECHNOLOGY,

2019–2023 (USD MILLION)            205

TABLE 298            LATIN AMERICA: EMOTION AI MARKET, BY TECHNOLOGY,

2024–2030 (USD MILLION)            206

TABLE 299            LATIN AMERICA: EMOTION AI MARKET, BY APPLICATION,

2019–2023 (USD MILLION)            206

TABLE 300            LATIN AMERICA: EMOTION AI MARKET, BY APPLICATION,

2024–2030 (USD MILLION)            206

TABLE 301            LATIN AMERICA: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)    207

TABLE 302            LATIN AMERICA: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)    207

TABLE 303            LATIN AMERICA: EMOTION AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION)     207

TABLE 304            LATIN AMERICA: EMOTION AI MARKET, BY COUNTRY, 2024–2030 (USD MILLION)     208

TABLE 305            BRAZIL: EMOTION AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)            208

TABLE 306            BRAZIL: EMOTION AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)            208

TABLE 307            BRAZIL: EMOTION AI MARKET, BY SOLUTION, 2019–2023 (USD MILLION)            209

TABLE 308            BRAZIL: EMOTION AI MARKET, BY SOLUTION, 2024–2030 (USD MILLION)            209

TABLE 309            BRAZIL: EMOTION AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)            209

TABLE 310            BRAZIL: EMOTION AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)            209

TABLE 311            BRAZIL: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)            210

TABLE 312            BRAZIL: EMOTION AI MARKET, BY PROFESSIONAL SERVICE,

2024–2030 (USD MILLION)            210

TABLE 313            BRAZIL: EMOTION AI MARKET, BY TYPE, 2019–2023 (USD MILLION)       210

TABLE 314            BRAZIL: EMOTION AI MARKET, BY TYPE, 2024–2030 (USD MILLION)       210

TABLE 315            BRAZIL: EMOTION AI MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)            211

TABLE 316            BRAZIL: EMOTION AI MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)            211

TABLE 317            BRAZIL: EMOTION AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)              211

TABLE 318            BRAZIL: EMOTION AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)              212

TABLE 319            BRAZIL: EMOTION AI MARKET, BY INDUSTRY, 2019–2023 (USD MILLION)            212

TABLE 320            BRAZIL: EMOTION AI MARKET, BY INDUSTRY, 2024–2030 (USD MILLION)            212

TABLE 321            EMOTION AI MARKET: DEGREE OF COMPETITION 216

TABLE 322            EMOTION AI MARKET: TYPE FOOTPRINT                 220

TABLE 323            EMOTION AI MARKET: OFFERING FOOTPRINT                 221

TABLE 324            EMOTION AI MARKET: REGIONAL FOOTPRINT                 222

TABLE 325            EMOTION AI MARKET: DETAILED LIST OF KEY STARTUPS/SMES              224

TABLE 326            EMOTION AI MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES          225

TABLE 327            EMOTION AI MARKET: PRODUCT LAUNCHES & ENHANCEMENTS,

JANUARY 2021–NOVEMBER 2024                 226

TABLE 328            EMOTION AI MARKET: DEALS, JANUARY 2021–NOVEMBER 2024               227

TABLE 329            IBM: COMPANY OVERVIEW         230

TABLE 330            IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED             231

TABLE 331            IBM: PRODUCT ENHANCEMENTS             232

TABLE 332            IBM: DEALS        232

TABLE 333            MICROSOFT: COMPANY OVERVIEW        234

TABLE 334            MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED    235

TABLE 335            MICROSOFT: PRODUCT ENHANCEMENTS                 236

TABLE 336            MICROSOFT: DEALS       236

TABLE 337            GOOGLE: COMPANY OVERVIEW               238

TABLE 338            GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             239

TABLE 339            GOOGLE: PRODUCT ENHANCEMENTS  240

TABLE 340            GOOGLE: DEALS              240

TABLE 341            AMAZON: COMPANY OVERVIEW               242

TABLE 342            AMAZON: PRODUCTS/SOLUTIONS/SERVICES OFFERED             243

TABLE 343            AMAZON: PRODUCT ENHANCEMENTS 244

TABLE 344            SMART EYE: COMPANY OVERVIEW          245

TABLE 345            SMART EYE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             246

TABLE 346            SMART EYE: DEALS         247

TABLE 347            ENTROPIK: COMPANY OVERVIEW           249

TABLE 348            ENTROPIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED             249

TABLE 349            ENTROPIK: PRODUCT ENHANCEMENTS                 250

TABLE 350            UNIPHORE: COMPANY OVERVIEW           251

TABLE 351            UNIPHORE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             251

TABLE 352            UNIPHORE: PRODUCT LAUNCHES AND ENHANCEMENTS             252

TABLE 353            UNIPHORE: DEALS          253

TABLE 354            AUDEERING GMBH: COMPANY OVERVIEW                 254

TABLE 355            AUDEERING GMBH: PRODUCTS/SOLUTIONS/SERVICES OFFERED    254

TABLE 356            AUDEERING GMBH: PRODUCT ENHANCEMENTS             255

TABLE 357            AUDEERING GMBH: DEALS         255

TABLE 358            VIER GMBH: COMPANY OVERVIEW         256

TABLE 359            VIER GMBH: PRODUCTS/SOLUTIONS/SERVICES OFFERED             256

TABLE 360            VIER GMBH: DEALS         257

TABLE 361            COGNITEC: COMPANY OVERVIEW           258

TABLE 362            COGNITEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED             258

TABLE 363            COGNITEC: DEALS          259

TABLE 364            EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,

2016–2021 (USD MILLION)            280

TABLE 365            EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,

2022–2027 (USD MILLION)            280

TABLE 366            EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,

2016–2021 (USD MILLION)            281

TABLE 367            EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,

2022–2027 (USD MILLION)          281

TABLE 368            EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,

2016–2021 (USD MILLION)            282

TABLE 369            EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,

2022–2027 (USD MILLION)            282

TABLE 370            EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,

2016–2021 (USD MILLION)            283

TABLE 371            EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,

2022–2027 (USD MILLION)          283

TABLE 372            EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,

2016–2021 (USD MILLION)            284

TABLE 373            EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,

2022–2027 (USD MILLION)          284

TABLE 374            EMOTION DETECTION AND RECOGNITION MARKET, BY REGION,

2016–2021 (USD MILLION)            285

TABLE 375            EMOTION DETECTION AND RECOGNITION MARKET, BY REGION,

2022–2027 (USD MILLION)            285

TABLE 376            FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION)            286

TABLE 377            FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION)            286

TABLE 378            FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE,

2017–2022 (USD MILLION)            287

TABLE 379            FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE,

2023–2028 (USD MILLION)            287

TABLE 380            FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE,

2017–2022 (USD MILLION)            287

TABLE 381            FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE,

2023–2028 (USD MILLION)            287

TABLE 382            FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION)              288

TABLE 383            FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION)              288

TABLE 384            FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION)            289

TABLE 385            FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION)            289

TABLE 386            FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION)            290

TABLE 387            FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION)            290

LIST OF FIGURES

FIGURE 1              EMOTION AI MARKET SEGMENTATION                 32

FIGURE 2              YEARS CONSIDERED      33

FIGURE 3              EMOTION AI MARKET: RESEARCH DESIGN                 35

FIGURE 4              KEY DATA FROM SECONDARY SOURCES                 36

FIGURE 5              BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION  37

FIGURE 6              KEY INSIGHTS FROM INDUSTRY EXPERTS                 37

FIGURE 7              TOP-DOWN APPROACH                38

FIGURE 8              APPROACH 1 (SUPPLY SIDE): REVENUE OF VENDORS IN EMOTION AI MARKET        38

FIGURE 9              BOTTOM-UP APPROACH              39

FIGURE 10            DEMAND-SIDE ANALYSIS             39

FIGURE 11            BOTTOM-UP (SUPPLY SIDE) ANALYSIS: COLLECTIVE REVENUE FROM SOLUTIONS/SERVICES OF EMOTION AI MARKET   40

FIGURE 12            DATA TRIANGULATION                41

FIGURE 13            EMOTION AI MARKET, 2022–2030 (USD MILLION)            44

FIGURE 14            EMOTION AI MARKET: REGIONAL SNAPSHOT                 45

FIGURE 15            DEMAND FOR PERSONALIZED EXPERIENCES AND IMPROVED HUMAN-COMPUTER INTERACTION DRIVES EMOTION AI MARKET   46

FIGURE 16            SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2024               46

FIGURE 17            MANAGED SERVICES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD          47

FIGURE 18            TEXT-FOCUSED AI TO GROW FASTER DURING FORECAST PERIOD         47

FIGURE 19            MACHINE LEARNING SEGMENT TO DOMINATE IN 2024  47

FIGURE 20            CUSTOMER EXPERIENCE MANAGEMENT TO HOLD LARGEST MARKET SHARE

IN 2024  48

FIGURE 21            RETAIL & E-COMMERCE SEGMENT TO ACCOUNT FOR MAJOR SHARE IN 2024    48

FIGURE 22            EMOTION RECOGNITION AND PROFESSIONAL SERVICES – DOMINANT SEGMENTS IN 2024          49

FIGURE 23            EMOTION AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES     50

FIGURE 24            EVOLUTION OF EMOTION AI     54

FIGURE 25            EMOTION AI MARKET: ECOSYSTEM        55

FIGURE 26            EMOTION AI MARKET: SUPPLY CHAIN ANALYSIS            59

FIGURE 27            AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOLUTION               72

FIGURE 28            LIST OF MAJOR PATENTS FOR EMOTION AI                 78

FIGURE 29            PORTER’S FIVE FORCES MODEL: EMOTION AI MARKET               80

FIGURE 30            TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS   82

FIGURE 31            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 82

FIGURE 32            KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES       83

FIGURE 33            EXPORTS OF PROCESSORS AND CONTROLLERS, BY KEY COUNTRY,

2016–2023 (USD BILLION)             89

FIGURE 34            IMPORTS OF PROCESSORS AND CONTROLLERS, BY KEY COUNTRY,

2016–2023 (USD BILLION)             90

FIGURE 35            EMOTION AI MARKET: INVESTMENT AND FUNDING SCENARIO (USD MILLION)     91

FIGURE 36            USE CASES OF GENERATIVE AI IN EMOTION AI                 92

FIGURE 37            SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD          94

FIGURE 38            EMOTION AI SDKS & APIS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 95

FIGURE 39            MANAGED SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD        100

FIGURE 40            TEXT-FOCUSED SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD        107

FIGURE 41            COMPUTER VISION SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD      112

FIGURE 42            MENTAL HEALTH & WELL-BEING MONITORING TO REGISTER HIGHER CAGR DURING FORECAST PERIOD                 118

FIGURE 43            HEALTHCARE INDUSTRY TO REGISTER HIGHER CAGR DURING FORECAST PERIOD          128

FIGURE 44            NORTH AMERICA: EMOTION AI MARKET SNAPSHOT          141

FIGURE 45            ASIA PACIFIC: EMOTION AI MARKET SNAPSHOT                 173

FIGURE 46            REVENUE ANALYSIS OF KEY COMPANIES FROM 2019 TO 2023       215

FIGURE 47            SHARE OF LEADING COMPANIES IN EMOTION AI MARKET, 2023               216

FIGURE 48            MARKET RANKING ANALYSIS OF TOP FIVE PLAYERS              217

FIGURE 49            EMOTION AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023     219

FIGURE 50            EMOTION AI MARKET: COMPANY FOOTPRINT                 220

FIGURE 51            EMOTION AI MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023               223

FIGURE 52            BRAND/PRODUCT COMPARISON             228

FIGURE 53            FINANCIAL METRICS OF KEY EMOTION AI SOLUTION PROVIDERS 229

FIGURE 54            COMPANY VALUATION OF KEY EMOTION AI MARKET VENDORS         229

FIGURE 55            IBM: COMPANY SNAPSHOT         231

FIGURE 56            MICROSOFT: COMPANY SNAPSHOT        235

FIGURE 57            GOOGLE: COMPANY SNAPSHOT               239

FIGURE 58            AMAZON: COMPANY SNAPSHOT              243

FIGURE 59            SMART EYE: COMPANY SNAPSHOT          246


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