Automatic Content Recognition Market by Component, Content, Technology, Applications (Broadcast Monitoring and AD Targeting & Pricing), Deployment Mode, Organization Size, Vertical and Region - Global Forecast to 2027

Abstract
The automatic content recognition market is estimated to grow from USD 2.3 Billion in 2022 to USD 4.9 Billion by 2027, at a CAGR of 16.8% during the forecast period. The automatic content recognition market is expected to grow at a rapid pace due to the evolution of new technologies, and adoption and scaling of digital initiatives.

Automatic content recognition technology that analyses pixels on smart, internet-connected device screens to determine what information and advertisements people are viewing. It has the potential to make TV advertising less of a black box by revealing the true reach of advertisements, but it requires customer opt-in, which has slowed adoption.

The need for automatic content recognition solutions has risen dramatically across all countries as automatic content recognition technology becomes more integrated into smart phones and smart TVs. The rising integration of ACR in smart TVs and second screen devices such as smartphones and wearables, as well as the increasing deployment of ACR technologies by media firms for applications such as broadcast monitoring and audience measurement, are the primary drivers of market expansion. A golden age in TV entertainment technology has resulted in an explosion of TV viewing possibilities for the common consumer during the last decade.

The on premises segment to have the larger market size during the forecast period

Among deployment type, the on premises segment is estimated to grow with the larger market size during the forecast period. The increasing generation of data leads to various challenges for several organizations. These challenges include storage, privacy, and affordability.

The SMEs segment to hold higher CAGR during the forecast period

Among the organization size, the large enterprises are projected to lead the market, while the SMEs segment is projected to record a higher growth rate during the forecast period. The adoption of Automatic content recognition and services among large enterprises is elevated as large enterprises use automatic content recognition solutions for specific use cases. They are challenged with the problematic assignment of fundamentally managing security because of the distinct nature of IT infrastructure, which is complicated in nature.

Among regions, Asia Pacific to hold highest CAGR during the forecast period

Asia Pacific is expected to grow at a good pace during the forecast period. The need to improve and streamline business processes and support decision-making is driving the demand for automatic content recognition in the Asia Pacific. Hence, Automatic content recognition vendors in this region focus on innovations related to their product line. China, Japan, and India have displayed ample growth opportunities in the Automatic content recognition market.

Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Automatic content recognition market.
By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
By Designation: C-Level Executives: 50%, D-Level Executives: 30%, and Managers: 20%
By Region: Asia Pacific: 30%, Europe: 30%, North America: 25%, Middle East & Africa: 10%, Latin America: 5%

The report includes the study of key players offering Automatic content recognition solutions and services. It profiles major vendors in the global Automatic content recognition market. The major vendors in the global Automatic content recognition market include IBM (US), Microsoft (US), Google (US), Digimarc (US), Apple (US), Nuance Communications (US), ArcSoft (US), ACRCloud (China), Audible Magic (US), KT Corporation (South Korea), Kudelski Group (Switzerland), Gracenote (US), VoiceInteraction (Portugal), VoiceBase (US), Vobile (US), mufin GMBH (Germany), Beatgrid Media BV (Netherlands), Clarifai (US), DataScouting (Greece), ivitec (Germany), Viscovery Pte Ltd (Taiwan), Zapr Media Labs (India), Valossa (Finland), SenseTime (China), Verbit (US), Megvii (China), and SambaTV (US).

Research Coverage
The market study covers the Automatic content recognition market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall Automatic content recognition market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Content
Table of Contents

1INTRODUCTION30
1.1OBJECTIVES OF STUDY30
1.2MARKET DEFINITION30
1.2.1INCLUSIONS AND EXCLUSIONS30
1.3MARKET SCOPE31
1.3.1MARKET SEGMENTATION31
1.3.2REGIONS COVERED32
1.3.3YEARS CONSIDERED FOR STUDY32
1.4CURRENCY CONSIDERED32
TABLE 1UNITED STATES DOLLAR EXCHANGE RATE, 2018–202033
1.5STAKEHOLDERS33
1.6SUMMARY OF CHANGES33
2RESEARCH METHODOLOGY35
2.1RESEARCH DATA35
FIGURE 1AUTOMATIC CONTENT RECOGNITION MARKET: RESEARCH DESIGN35
2.1.1SECONDARY DATA36
2.1.2PRIMARY DATA36
TABLE 2PRIMARY INTERVIEWS36
2.1.2.1Breakup of primary profiles37
2.1.2.2Key industry insights37
2.2MARKET BREAKUP AND DATA TRIANGULATION38
FIGURE 2DATA TRIANGULATION38
2.3MARKET SIZE ESTIMATION39
FIGURE 3AUTOMATIC CONTENT RECOGNITION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES39
2.3.1TOP-DOWN APPROACH39
2.3.2BOTTOM-UP APPROACH40
FIGURE 4MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF AUTOMATIC CONTENT RECOGNITION MARKET40
FIGURE 5MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF AUTOMATIC CONTENT RECOGNITION MARKET41
FIGURE 6MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/ SERVICES OF AUTOMATIC CONTENT RECOGNITION MARKET42
FIGURE 7MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF AUTOMATIC CONTENT RECOGNITION THROUGH OVERALL AUTOMATIC CONTENT RECOGNITION SPENDING43
 
2.4MARKET FORECAST44
TABLE 3FACTOR ANALYSIS44
TABLE 4IMPACT OF COVID-1945
2.5COMPANY EVALUATION MATRIX45
FIGURE 8COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE45
2.6STARTUP/SME EVALUATION MATRIX METHODOLOGY46
FIGURE 9STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE46
2.7ASSUMPTIONS FOR STUDY47
2.8LIMITATIONS OF STUDY48
3EXECUTIVE SUMMARY49
TABLE 5GLOBAL AUTOMATIC CONTENT RECOGNITION MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y%)50
TABLE 6GLOBAL AUTOMATIC CONTENT RECOGNITION MARKET SIZE AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%)50
FIGURE 10SOLUTION SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 202250
FIGURE 11AUDIO & VIDEO FINGERPRINTING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 202251
FIGURE 12AUDIENCE SEGMENTATION & MEASUREMENT SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 202251
FIGURE 13VIDEO SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 202252
FIGURE 14CONNECTED TV SEGMENT TO HOLD LARGEST MARKET SIZE IN 202252
FIGURE 15LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 202252
FIGURE 16ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE IN 202253
FIGURE 17CONSUMER ELECTRONICS SEGMENT TO GROW AT HIGHEST CAGR IN 202253
FIGURE 18ASIA PACIFIC TO BE EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 202254
4PREMIUM INSIGHTS55
4.1AUTOMATIC CONTENT RECOGNITION MARKET OVERVIEW55
FIGURE 19RISING USE OF SMART DEVICES AND CONTENT STREAMING SERVICES TO BOOST MARKET GROWTH55
4.2AUTOMATIC CONTENT RECOGNITION MARKET: TOP THREE VERTICALS55
FIGURE 20MEDIA & ENTERTAINMENT SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD55
4.3AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION56
FIGURE 21ASIA PACIFIC TO ACCOUNT FOR LARGEST MARKET SHARE IN 202256
4.4NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION AND VERTICAL56
FIGURE 22AUDIENCE SEGMENTATION & MEASUREMENT SEGMENT AND MEDIA & ENTERTAINMENT VERTICAL TO ACCOUNT FOR THE HIGHEST SHARES IN 202256
 
5MARKET OVERVIEW AND INDUSTRY TRENDS57
5.1INTRODUCTION57
5.2MARKET DYNAMICS57
FIGURE 23DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AUTOMATIC CONTENT RECOGNITION MARKET57
5.2.1DRIVERS58
5.2.1.1Rising use of smart devices and content streaming services58
5.2.1.2Increase in deployment of automatic content recognition technologies by media & entertainment companies for audience measurement and broadcast monitoring58
5.2.1.3Increasing penetration of speech and voice recognition technology in smart appliances59
5.2.1.4Need to understand consumer behavior and the growing number of hosted automatic content recognition solution providers59
5.2.2RESTRAINTS60
5.2.2.1Huge investment in technology development keeps out small players60
5.2.2.2Data security concerns60
5.2.3OPPORTUNITIES61
5.2.3.1Increase in adoption of AI, ML, and NLP technologies61
5.2.3.2Evolving concept of contextual advertising, contextual commerce, enhanced contextual experiences, and spoiler-proof social feeds61
5.2.4CHALLENGES61
5.2.4.1Overcoming loopholes in automatic content recognition technologies61
5.2.4.2Technological challenges and complexity of devising content recognition algorithms61
5.2.4.3Ownership and privacy of collected data62
5.2.4.4Lack of skilled workforce62
5.2.5CUMULATIVE GROWTH ANALYSIS62
5.3AUTOMATIC CONTENT RECOGNITION: EVOLUTION63
FIGURE 24EVOLUTION OF AUTOMATIC CONTENT RECOGNITION64
5.4CASE STUDY ANALYSIS64
5.4.1MEDIA & ENTERTAINMENT64
5.4.1.1Case study 1: Sony TV used Zapr to engage with 2,000,000+ smartphone users64
5.4.1.2Case study 2: Endeavour Media enhanced their customer experience with Digimarc65
5.4.2IT & TELECOMMUNICATION65
5.4.2.1Case study 1: Avantive Solutions deployed VoiceBase Enterprise Accelerator to help clients automatically identify overall agent performance65
5.4.3RETAIL & ECOMMERCE66
5.4.3.1Case study 1: Britannia opted Zapr to reach out to the wider audience and generate a powerful brand impression66
5.4.3.2Case study 2: Datalogic S.p.A reduced bar code scanning time with Digimarc Solution67
5.4.4AUTOMOTIVE67
5.4.4.1Case study 1: CarDekho solved the duplication problem and reached the right audiences cost-effectively with Zapr67
5.4.5EDUCATION68
5.4.5.1Case study 1: Crafton Hills College (CHC) enhanced live captioning with Verbit to deliver quality education for disabled beings68
5.4.5.2Case study 2: University of Pittsburgh enhanced live captioning with Verbit for commencement ceremonies across 35 countries68
5.4.6HEALTHCARE & LIFE SCIENCES69
5.4.6.1Case study 1: Delta Dental selected Voice Base’s Enterprise Accelerator to streamline its call center operations69
5.4.7CONSUMER ELECTRONICS69
5.4.7.1Case Study 1: Dell bridged Offline TV with targeted engagement among young audiences69
5.4.8GOVERNMENT & DEFENSE70
5.4.8.1Case study 1: Groundwork Ohio provided accessible content to its community with Verbit’s transcription70
5.5SUPPLY/VALUE CHAIN ANALYSIS71
FIGURE 25SUPPLY/VALUE CHAIN ANALYSIS71
5.6TECHNOLOGY ANALYSIS71
5.6.1AI AND AUTOMATIC CONTENT RECOGNITION72
5.6.2MACHINE LEARNING AND AUTOMATIC CONTENT RECOGNITION72
5.6.3INTERNET OF THINGS AND AUTOMATIC CONTENT RECOGNITION72
5.6.4AUTOMATIC CONTENT RECOGNITION AND NATURAL LANGUAGE PROCESSING73
5.7PATENT ANALYSIS73
5.7.1METHODOLOGY73
5.7.2DOCUMENT TYPE73
TABLE 7PATENTS FILED, 2019–202273
5.7.3INNOVATION AND PATENT APPLICATIONS73
FIGURE 26ANNUAL NUMBER OF PATENTS GRANTED, 2018–202274
5.7.3.1Top applicants74
FIGURE 27TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–202274
5.8AUTOMATIC CONTENT RECOGNITION ECOSYSTEM75
TABLE 8AUTOMATIC CONTENT RECOGNITION MARKET: ECOSYSTEM75
5.9PRICING MODEL ANALYSIS76
TABLE 9PRICING MODEL76
5.10PORTER’S FIVE FORCES ANALYSIS77
FIGURE 28AUTOMATIC CONTENT RECOGNITION MARKET: PORTER’S FIVE FORCES ANALYSIS77
TABLE 10AUTOMATIC CONTENT RECOGNITION MARKET: PORTER’S FIVE FORCES ANALYSIS78
5.10.1THREAT OF NEW ENTRANTS78
5.10.2THREAT OF SUBSTITUTES78
5.10.3BARGAINING POWER OF SUPPLIERS78
5.10.4BARGAINING POWER OF BUYERS79
5.10.5INTENSITY OF COMPETITIVE RIVALRY79
5.11REGULATORY IMPLICATIONS79
5.11.1GENERAL DATA PROTECTION REGULATION79
5.11.2HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT79
5.11.3PAYMENT CARD INDUSTRY DATA SECURITY STANDARD80
5.11.4SARBANES-OXLEY ACT OF 200280
5.11.5SOC 2 TYPE II COMPLIANCE80
5.11.6ISO/IEC 2700180
5.11.7THE GRAMM–LEACH–BLILEY ACT81
5.12AUTOMATIC CONTENT RECOGNITION MARKET: COVID-19 IMPACT81
5.13KEY CONFERENCES & EVENTS IN 2022-202381
TABLE 11AUTOMATIC CONTENT RECOGNITION MARKET: DETAILED LIST OF CONFERENCES & EVENTS81
5.14TARIFF AND REGULATORY LANDSCAPE82
5.14.1REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS82
TABLE 12NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS82
TABLE 13EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS83
TABLE 14ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS83
TABLE 15MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS84
TABLE 16LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS85
5.14.2NORTH AMERICA: TARIFFS AND REGULATIONS85
5.14.2.1Personal Information Protection and Electronic Documents Act (PIPEDA)85
5.14.2.2Gramm-Leach-Bliley (GLB) Act85
5.14.2.3Health Insurance Portability and Accountability Act (HIPAA) of 199686
5.14.2.4Federal Information Security Management Act (FISMA)86
5.14.2.5Federal Information Processing Standards (FIPS)86
5.14.2.6California Consumer Privacy Act (CSPA)87
5.14.3EUROPE: TARIFFS AND REGULATIONS87
5.14.3.1GDPR 2016/679 is a regulation in the EU87
5.14.3.2General Data Protection Regulation87
5.14.3.3European Committee for Standardization (CEN)87
5.14.3.4European Technical Standards Institute (ETSI)87
5.15KEY STAKEHOLDERS & BUYING CRITERIA88
5.15.1KEY STAKEHOLDERS IN BUYING PROCESS88
TABLE 17INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE TECHNOLOGIES (%)88
 
5.15.2BUYING CRITERIA88
TABLE 18KEY BUYING CRITERIA FOR TOP THREE TECHNOLOGIES88
6AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT89
6.1INTRODUCTION90
6.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT90
FIGURE 29SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD91
TABLE 19AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)91
TABLE 20AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)91
6.1.2COMPONENT: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS92
6.2SOLUTION92
TABLE 21SOLUTION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)93
TABLE 22SOLUTION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)93
6.3SERVICES93
TABLE 23SERVICES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)94
TABLE 24SERVICES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)94
6.3.1MANAGED SERVICES94
6.3.2PROFESSIONAL SERVICES95
6.3.2.1Consulting95
6.3.2.2Deployment & integration95
6.3.2.3Support & maintenance95
7AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY96
7.1INTRODUCTION97
7.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY97
FIGURE 30AUDIO & VIDEO FINGERPRINTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD98
TABLE 25AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)98
TABLE 26AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)99
7.1.2TECHNOLOGY: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS99
7.2AUDIO & VIDEO FINGERPRINTING99
TABLE 27AUDIO & VIDEO FINGERPRINTING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)100
TABLE 28AUDIO & VIDEO FINGERPRINTING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)100
 
7.3AUDIO & VIDEO WATERMARKING100
TABLE 29AUDIO & VIDEO WATERMARKING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)101
TABLE 30AUDIO & VIDEO WATERMARKING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)101
7.4SPEECH RECOGNITION101
TABLE 31SPEECH RECOGNITION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)102
TABLE 32SPEECH RECOGNITION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)102
7.5OPTICAL CHARACTER RECOGNITION102
TABLE 33OPTICAL CHARACTER RECOGNITION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)103
TABLE 34OPTICAL CHARACTER RECOGNITION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)103
7.6OTHER TECHNOLOGIES103
TABLE 35OTHER TECHNOLOGIES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)104
TABLE 36OTHER TECHNOLOGIES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)104
8AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION105
8.1INTRODUCTION106
8.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION106
FIGURE 31CONTENT FILTERING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD107
TABLE 37AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2016–2021 (USD MILLION)107
TABLE 38AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)108
8.1.2APPLICATION: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS108
8.2AUDIENCE SEGMENTATION & MEASUREMENT109
TABLE 39AUDIENCE SEGMENTATION & MEASUREMENT: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)109
TABLE 40AUDIENCE SEGMENTATION & MEASUREMENT: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)110
8.3BROADCAST MONITORING110
TABLE 41BROADCAST MONITERING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)110
TABLE 42BROADCAST MONITERING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)111
8.4ADVERTISEMENT TARGETING & PRICING111
TABLE 43ADVERTISEMENT TARGETING & PRICING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)111
TABLE 44ADVERTISEMENT TARGETING & PRICING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)112
8.5CONTENT FILTERING112
TABLE 45CONTENT FILTERING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)112
TABLE 46CONTENT FILTERING: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)113
8.6OTHER APPLICATIONS113
TABLE 47OTHER APPLICATIONS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)113
TABLE 48OTHER APPLICATIONS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)114
9AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT115
9.1INTRODUCTION116
9.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT116
FIGURE 32IMAGE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD116
TABLE 49AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2016–2021 (USD MILLION)117
TABLE 50AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2022–2027 (USD MILLION)117
9.1.2CONTENT: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS117
9.2AUDIO118
TABLE 51AUDIO: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)118
TABLE 52AUDIO: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)118
9.3VIDEO119
TABLE 53VIDEO: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)119
TABLE 54VIDEO: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)119
9.4TEXT120
TABLE 55TEXT: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)120
TABLE 56TEXT: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)120
9.5IMAGE121
TABLE 57IMAGE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)121
TABLE 58IMAGE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)121
 
10AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE122
10.1INTRODUCTION123
10.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE123
FIGURE 33CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD123
TABLE 59AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)124
TABLE 60AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)124
10.1.2DEPLOYMENT MODE: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS124
10.2ON-PREMISES125
TABLE 61ON-PREMISES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)125
TABLE 62ON-PREMISES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)125
10.3CLOUD126
TABLE 63CLOUD: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)126
TABLE 64CLOUD: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)126
11AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE127
11.1INTRODUCTION128
11.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE128
FIGURE 34SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD129
TABLE 65AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)129
TABLE 66AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)129
11.1.2ORGANIZATIONS SIZE: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS129
11.2SMALL AND MEDIUM-SIZED ENTERPRISES130
TABLE 67SMALL AND MEDIUM-SIZED ENTERPRISES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)130
TABLE 68SMALL AND MEDIUM-SIZED ENTERPRISES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)131
11.3LARGE ENTERPRISES131
TABLE 69LARGE ENTERPRISES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)131
TABLE 70LARGE ENTERPRISES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)132
 
12AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM133
12.1INTRODUCTION134
12.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM134
FIGURE 35OTT APPLICATIONS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD134
TABLE 71AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2016–2021 (USD MILLION)135
TABLE 72AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2022–2027 (USD MILLION)135
12.1.2PLATFORM: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS135
12.2LINEAR TV135
TABLE 73LINEAR TV: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)136
TABLE 74LINEAR TV: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)136
12.3CONNECTED TV136
TABLE 75CONNECTED TV: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)137
TABLE 76CONNECTED TV: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)137
12.4OTT APPLICATIONS137
TABLE 77OTT APPLICATIONS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)138
TABLE 78OTT APPLICATIONS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)138
12.5OTHER PLATFORMS138
TABLE 79OTHER PLATFORMS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)139
TABLE 80OTHER PLATFORMS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)139
13AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL140
13.1INTRODUCTION141
13.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY INDUSTRY VERTICAL141
FIGURE 36CONSUMER ELECTRONICS INDUSTRY VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD142
TABLE 81AUTOMATIC CONTENT RECOGNITION MARKET, BY INDUSTRY VERTICAL, 2016–2021 (USD MILLION)143
TABLE 82AUTOMATIC CONTENT RECOGNITION MARKET, BY INDUSTRY VERTICAL, 2022–2027 (USD MILLION)143
13.1.2VERTICAL: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS144
13.2MEDIA & ENTERTAINMENT144
TABLE 83MEDIA & ENTERTAINMENT: USE CASES145
TABLE 84MEDIA & ENTERTAINMENT: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)145
TABLE 85MEDIA & ENTERTAINMENT: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)145
13.3CONSUMER ELECTRONICS146
TABLE 86CONSUMER ELECTRONICS: USE CASES146
TABLE 87CONSUMER ELECTRONICS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)146
TABLE 88CONSUMER ELECTRONICS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)147
13.4RETAIL & ECOMMERCE147
TABLE 89RETAIL & ECOMMERCE: USE CASES147
TABLE 90RETAIL & ECOMMERCE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)148
TABLE 91RETAIL & ECOMMERCE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)148
13.5EDUCATION148
TABLE 92EDUCATION: USE CASES149
TABLE 93EDUCATION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)149
TABLE 94EDUCATION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)149
13.6AUTOMOTIVE150
TABLE 95AUTOMOTIVE: USE CASES150
TABLE 96AUTOMOTIVE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)150
TABLE 97AUTOMOTIVE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)151
13.7IT & TELECOMMUNICATION151
TABLE 98IT & TELECOMMUNICATION: USE CASES151
TABLE 99IT & TELECOMMUNICATION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)152
TABLE 100IT & TELECOMMUNICATION: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)152
13.8HEALTHCARE & LIFE SCIENCES152
TABLE 101HEALTHCARE & LIFESCIENCES: USE CASES153
TABLE 102HEALTHCARE & LIFE SCIENCES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)153
TABLE 103HEALTHCARE & LIFE SCIENCES: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)153
13.9GOVERNMENT & DEFENSE154
TABLE 104GOVERNMENT & DEFENSE: USE CASES154
TABLE 105GOVERNMENT & DEFENSE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)154
TABLE 106GOVERNMENT & DEFENSE: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)155
 
13.10AVIONICS155
TABLE 107AVIONICS: USE CASES155
TABLE 108AVIONICS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)156
TABLE 109AVIONICS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)156
13.11OTHER VERTICALS156
TABLE 110OTHER INDUSTRY VERTICALS: USE CASES157
TABLE 111OTHER INDUSTRY VERTICALS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)157
TABLE 112OTHER INDUSTRY VERTICALS: AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)157
14AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION158
14.1INTRODUCTION159
FIGURE 37CHINA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD159
FIGURE 38ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD160
14.1.1COVID-19 IMPACT ON AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION160
TABLE 113AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)163
TABLE 114AUTOMATIC CONTENT RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)164
14.2NORTH AMERICA164
14.2.1NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS164
FIGURE 39NORTH AMERICA: MARKET SNAPSHOT165
TABLE 115NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)166
TABLE 116NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)166
TABLE 117NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)166
TABLE 118NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)167
TABLE 119NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2016–2021 (USD MILLION)167
TABLE 120NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)167
TABLE 121NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2016–2021 (USD MILLION)168
TABLE 122NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2022–2027 (USD MILLION)168
TABLE 123NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2016–2021 (USD MILLION)168
TABLE 124NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2022–2027 (USD MILLION)169
TABLE 125NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)169
TABLE 126NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)169
TABLE 127NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)169
TABLE 128NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)170
TABLE 129NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION)170
TABLE 130NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION)171
TABLE 131NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION)171
TABLE 132NORTH AMERICA: AUTOMATIC CONTENT RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)171
14.2.2UNITED STATES172
14.2.2.1Presence of tech giants and increased use of the internet to drive automatic content recognition market growth172
14.2.3CANADA172
14.2.3.1Startup ecosystem and transformation into data-driven organizations to drive market growth172
14.3EUROPE173
14.3.1EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS174
TABLE 133EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)174
TABLE 134EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)174
TABLE 135EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)175
TABLE 136EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)175
TABLE 137EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2016–2021 (USD MILLION)175
TABLE 138EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)176
TABLE 139EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2016–2021 (USD MILLION)176
TABLE 140EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2022–2027 (USD MILLION)176
TABLE 141EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2016–2021 (USD MILLION)177
TABLE 142EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2022–2027 (USD MILLION)177
TABLE 143EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)177
TABLE 144EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)177
TABLE 145EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)178
TABLE 146EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)178
TABLE 147EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION)178
TABLE 148EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION)179
TABLE 149EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION)179
TABLE 150EUROPE: AUTOMATIC CONTENT RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)179
14.3.2UNITED KINGDOM180
14.3.2.1Advanced IT infrastructure and continued transition toward intelligence services to drive market growth180
14.3.3GERMANY180
14.3.3.1Government initiatives for technological developments in the manufacturing vertical to drive solutions’ growth180
14.3.4FRANCE181
14.3.4.1Heavy R&D investments, digitalization, and stronghold of retail and manufacturing verticals to drive market growth181
14.3.5REST OF EUROPE181
14.4ASIA PACIFIC182
14.4.1ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET DRIVERS182
FIGURE 40ASIA PACIFIC: MARKET SNAPSHOT183
TABLE 151ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)183
TABLE 152ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)184
TABLE 153ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2016–2021 (USD MILLION)184
TABLE 154ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)184
TABLE 155ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2016–2021 (USD MILLION)185
TABLE 156ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)185
TABLE 157ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2016–2021 (USD MILLION)185
TABLE 158ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY CONTENT, 2022–2027 (USD MILLION)186
TABLE 159ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2016–2021 (USD MILLION)186
TABLE 160ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY PLATFORM, 2022–2027 (USD MILLION)186
TABLE 161ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)187
TABLE 162ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)187
TABLE 163ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)187
TABLE 164ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)187
TABLE 165ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION)188
TABLE 166ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION)188
TABLE 167ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION)189
TABLE 168ASIA PACIFIC: AUTOMATIC CONTENT RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)189
14.4.2CHINA189
14.4.2.1Automatic content recognition services for driving policy support and technological investments to fuel market growth189
14.4.3JAPAN190
14.4.3.1Rise of innovative technologies and collaboration between governments and businesses to boost market growth190
14.4.4INDIA190
14.4.4.1Local entrepreneurs with shift in technologies to provide support to Indian companies in the automatic content recognition market190
14.4.5REST OF ASIA PACIFIC191