Augmented Intelligence Market with COVID-19 Impact Analysis by Component, Technology (Machine Learning, Natural Language Processing, and Computer Vision), Organization Size, Deployment Mode, Vertical and Region - Global Forecast to 2027

拡張知能(AI)の世界市場予測(~2027):コンポーネント別、技術別、組織規模別、展開別、産業別、地域別

◆タイトル:Augmented Intelligence Market with COVID-19 Impact Analysis by Component, Technology (Machine Learning, Natural Language Processing, and Computer Vision), Organization Size, Deployment Mode, Vertical and Region - Global Forecast to 2027
◆商品コード:TC8071-22
◆調査・発行会社:MarketsandMarkets
◆発行日:2022年4月5日
◆ページ数:272
◆レポート形式:PDF / 英語
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【レポートの概要】

マーケッツアンドマーケッツ社は、世界の拡張知能(AI)市場規模が、2022年179億ドルから2027年547億ドルまで年平均25.1%成長すると予測しています。本調査資料では、拡張知能(AI)の世界市場を調査対象とし、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要・産業動向、コンポーネント別(ソフトウェア、サービス)分析、技術別(機械学習、自然言語処理、コンピュータービジョン、その他)分析、展開別(オンプレミス、クラウド)分析、産業別(金融、通信・IT、小売・消費財、医療・ライフサイエンス、政府・防衛)分析、地域別分析、競争状況、企業情報、隣接・関連市場などの項目を掲載しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要・産業動向
・世界の拡張知能(AI)市場規模:コンポーネント別(ソフトウェア、サービス)
・世界の拡張知能(AI)市場規模:技術別(機械学習、自然言語処理、コンピュータービジョン、その他)
・世界の拡張知能(AI)市場規模:展開別(オンプレミス、クラウド)
・世界の拡張知能(AI)市場規模:産業別(金融、通信・IT、小売・消費財、医療・ライフサイエンス、政府・防衛)
・世界の拡張知能(AI)市場規模:地域別
・競争状況
・企業情報
・隣接・関連市場

“The Augmented intelligence market size is projected to grow from USD 17.9 billion in 2022 to USD 54.7 billion in 2027, at a Compound Annual Growth Rate (CAGR) of 25.1% during the forecast period.”
The Augmented intelligence industry is driven by increasing volume of complex business data, however, rising in adoption of advanced augmented intelligence and analytics tools, and adoption and scaling of digital initiatives
Augmented intelligence (AI), also known as intelligence augmentation (IA), cognitive augmentation, decision support, machine augmented intelligence, and enhanced intelligence, is essentially artificial intelligence with a twist. While artificial intelligence is the creation of machines to work and react like humans, augmented intelligence is the use of those same machines in a different way – to augment the human worker. Augmented intelligence entails humans and machines collaborating to maximize business value by playing to their respective strengths. In other words, the primary goal of IA is to enable humans to work more efficiently and effectively.
The evolution of digital technologies, such as cloud computing, big data and analytics, mobility/social media, blockchain, artificial intelligence (AI), Internet of Things (IoT), robotics, and cybersecurity, has created the need for digitalization across several industries. These technologies are used by enterprises to improve or add more features to their traditional business processes while also helping enhance customer relationships.

“The cloud segment to have the highest CAGR during the forecast period”
Among deployment type, the cloud segment is estimated to grow with the highest CAGR during the forecast period. The increasing generation of data leads to various challenges for several organizations. These challenges include storage, privacy, and affordability. Most of the augmented intelligence market demands cloud-based solutions as they are cost-effective and easily scalable.

“The SMEs segment to hold higher CAGR during the forecast period”
Among the organization size, the large enterprises are projected to dominate the market, while the SMEs segment is projected to record a higher growth rate during the forecast period. The adoption of Augmented intelligence and services among large enterprises is high as large enterprises use augmented intelligence solutions for specific use cases. They are faced with the troublesome task of effectively managing security because of the diverse nature of IT infrastructure, which is complex 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. Security spending in Asia Pacific is increasing significantly due to the ever-growing threat landscape. Traditional methods are no longer adequate for advanced digitalization. Hence, Augmented Intelligence vendors in this region focus on innovations related to their product line. China, Japan, and India have displayed ample growth opportunities in the Augmented Intelligence 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 Augmented Intelligence 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 Augmented Intelligence solutions and services. It profiles major vendors in the global Augmented Intelligence market. The major vendors in the global Augmented Intelligence market include AWS (US), Microsoft (US), Salesforce (US), SAP (Germany), IBM (US), SAS (US), CognitiveScale (US), QlikTech International AB (US), TIBCO (US), Google (US), MicroStrategy (US), Sisense (US), NEORIS (US), Dataiku (US), Cosmo Tech (France), Jumio (US), Lucidworks (US), Squirro AG (US), DataRobot (US), Tellius (US), EazyML (US), Stradigi AI (US), Aible (US), Pecan.ai (Israel), CausaLens (US), BioXplor (US), Pryon (US), Augmented Intelligence (US), Bondi Labs (Australia), and binah.ai (US).

Research Coverage
The market study covers the Augmented Intelligence 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 Augmented Intelligence 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.

【レポートの目次】

1 INTRODUCTION 37
1.1 INTRODUCTION TO COVID-19 37
1.2 COVID-19 HEALTH ASSESSMENT 37
FIGURE 1 COVID-19: GLOBAL PROPAGATION 37
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 38
1.3 COVID-19 ECONOMIC ASSESSMENT 39
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 39
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 40
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 40
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 41
1.4 OBJECTIVES OF THE STUDY 42
1.5 MARKET DEFINITION 42
1.5.1 INCLUSIONS AND EXCLUSIONS 43
1.6 MARKET SCOPE 43
1.6.1 MARKET SEGMENTATION 43
1.6.2 REGIONS COVERED 44
1.6.3 YEARS CONSIDERED FOR THE STUDY 44
1.7 CURRENCY CONSIDERED 45
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020 45
1.8 STAKEHOLDERS 45
2 RESEARCH METHODOLOGY 46
2.1 RESEARCH DATA 46
FIGURE 6 AUGMENTED INTELLIGENCE MARKET: RESEARCH DESIGN 46
2.1.1 SECONDARY DATA 47
2.1.2 PRIMARY DATA 47
TABLE 2 PRIMARY INTERVIEWS 47
2.1.2.1 Breakup of primary profiles 48
2.1.2.2 Key industry insights 48
2.2 MARKET BREAKUP AND DATA TRIANGULATION 49
FIGURE 7 DATA TRIANGULATION 49
2.3 MARKET SIZE ESTIMATION 50
FIGURE 8 AUGMENTED INTELLIGENCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 50
2.3.1 TOP-DOWN APPROACH 50
2.3.2 BOTTOM-UP APPROACH 51
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET 51
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 – BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET 52
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET 53
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF AUGMENTED INTELLIGENCE THROUGH THE OVERALL AUGMENTED INTELLIGENCE SPENDING 53
2.4 MARKET FORECAST 54
TABLE 3 FACTOR ANALYSIS 54
TABLE 4 IMPACT OF COVID-19 55
2.5 COMPANY EVALUATION MATRIX 56
FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 56
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 57
FIGURE 14 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 57
2.7 ASSUMPTIONS FOR THE STUDY 57
2.8 LIMITATIONS OF THE STUDY 59
3 EXECUTIVE SUMMARY 60
TABLE 5 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2016–2021 (USD BILLION, Y-O-Y%) 61
TABLE 6 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2022–2027 (USD BILLION, Y-O-Y%) 61
FIGURE 15 SOFTWARE SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2022 61
FIGURE 16 MACHINE LEARNING SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022 62
FIGURE 17 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022 62
FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022 62
FIGURE 19 BFSI TO CONTRIBUTE THE HIGHEST MARKET REVENUE DURING THE FORECAST PERIOD 63
FIGURE 20 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2022 63
4 PREMIUM INSIGHTS 64
4.1 BRIEF OVERVIEW OF THE AUGMENTED INTELLIGENCE MARKET 64
FIGURE 21 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES SUCH AS BIG DATA, ML, ANALYTICS, IOT, AND AI TO DRIVE THE MARKET GROWTH 64
4.2 AUGMENTED INTELLIGENCE MARKET: TOP THREE VERTICALS 64
FIGURE 22 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD 64
4.3 AUGMENTED INTELLIGENCE MARKET, BY REGION 65
FIGURE 23 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021 65
4.4 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY AND VERTICAL 65
FIGURE 24 MACHINE LEARNING TECHNOLOGY AND BFSI TO ACCOUNT FOR THE LARGEST SHARES IN THE AUGMENTED INTELLIGENCE MARKET IN 2022 65
5 MARKET OVERVIEW AND INDUSTRY TRENDS 66
5.1 INTRODUCTION 66
5.2 MARKET DYNAMICS 66
FIGURE 25 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AUGMENTED INTELLIGENCE MARKET 66
5.2.1 DRIVERS 67
5.2.1.1 Increasing volume of complex business data 67
5.2.1.2 Growing adoption of advanced augmented intelligence and analytics tools 67
5.2.1.3 Adoption and scaling of digital initiatives 67
5.2.2 RESTRAINTS 68
5.2.2.1 Apprehension about technologies replacing humans 68
5.2.2.2 Data security concerns 68
5.2.3 OPPORTUNITIES 68
5.2.3.1 Increase in adoption of artificial intelligence, machine learning, and natural language processing technologies 68
5.2.3.2 High adoption of augmented intelligence solutions among SMEs 69
5.2.4 CHALLENGES 69
5.2.4.1 Integration of data from data silos 69
5.2.4.2 Ownership and privacy of collected data 69
5.2.4.3 Lack of skilled workforce 70
5.2.5 CUMULATIVE GROWTH ANALYSIS 70
5.3 AUGMENTED INTELLIGENCE: EVOLUTION 70
FIGURE 26 EVOLUTION OF AUGMENTED INTELLIGENCE 71
5.4 CASE STUDY ANALYSIS 71
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 71
5.4.1.1 Case study 1: Cognizant’s AI and Automation solution helps an insurance company improve the insurance claims process 71
5.4.1.2 Case study 2: Eiffage Becomes Proactive in its Financial Management with TIBCO Spotfire Software 72
5.4.2 IT & TELECOM 72
5.4.2.1 Case study 1: Orange builds a Sustainable Data Practice with the help of Dataiku 72
5.4.3 RETAIL & CONSUMER GOODS 73
5.4.3.1 Case study 1: ASOS used Microsoft Azure ML service to reduce time-to-market for a recommendations model 73
5.4.4 ENERGY & UTILITIES 73
5.4.4.1 Case study 1: Intermediate Energy Company Drills Down into Data Insights for Better Performance 73
5.4.5 TRANSPORTATION & LOGISTICS 74
5.4.5.1 Case study 1: Sisense allows Air Canada to extract meaningful insights and has become an indispensable operational management tool 74
5.4.6 HEALTHCARE & LIFE SCIENCES 74
5.4.6.1 Case study 1: The company focuses on integrating data to get a 360-degree view of customers, without restoring manual processes 74
5.4.6.2 Case study 2: Inspire used ML to connect millions of patients and caregivers on AWS 75
5.4.7 MANUFACTURING 75
5.4.7.1 Case Study 1: IBM helped SHENZHEN CHINA STAR OPTOELECTRONICS TECHNOLOGY CO LTD. (CSOT) boost production quality and throughput 75
5.4.8 MEDIA & ENTERTAINMENT 76
5.4.8.1 Case study 1: One of the world’s leading media conglomerates adopted HCL’s augmented intelligence solution to redefine user experience through human-centric design 76
5.4.9 GOVERNMENT & DEFENSE 76
5.4.9.1 Case study 1: By moving to Equinix’s TY3 facility, OANDA was able to improve this time by 93%, providing its Japanese customers with real-time access to its foreign exchange trading market 76
5.5 SUPPLY/VALUE CHAIN ANALYSIS 77
FIGURE 27 SUPPLY/VALUE CHAIN ANALYSIS 77
5.6 TECHNOLOGY ANALYSIS 78
5.6.1 AI AND AUGMENTED INTELLIGENCE 78
5.6.2 ML AND AUGMENTED INTELLIGENCE 78
5.6.3 IOT AND AUGMENTED INTELLIGENCE 78
5.6.4 CLOUD COMPUTING AND AUGMENTED INTELLIGENCE 79
5.7 PATENT ANALYSIS 79
5.7.1 METHODOLOGY 79
5.7.2 DOCUMENT TYPE 79
TABLE 7 PATENTS FILED, 2019–2022 79
5.7.3 INNOVATION AND PATENT APPLICATIONS 79
FIGURE 28 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 80
5.7.3.1 Top applicants 80
FIGURE 29 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 80
5.8 AUGMENTED INTELLIGENCE ECOSYSTEM 80
TABLE 8 AUGMENTED INTELLIGENCE MARKET: ECOSYSTEM 81
5.9 PRICING MODEL ANALYSIS 82
TABLE 9 PRICING MODEL 82
5.10 PORTER’S FIVE FORCES ANALYSIS 83
FIGURE 30 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS 83
TABLE 10 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS 83
5.10.1 THREAT OF NEW ENTRANTS 84
5.10.2 THREAT OF SUBSTITUTES 84
5.10.3 BARGAINING POWER OF SUPPLIERS 84
5.10.4 BARGAINING POWER OF BUYERS 84
5.10.5 INTENSITY OF COMPETITIVE RIVALRY 85
5.11 REGULATORY IMPLICATIONS 85
5.11.1 GENERAL DATA PROTECTION REGULATION 85
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 85
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 85
5.11.4 SARBANES-OXLEY ACT OF 2002 86
5.11.5 SOC 2 TYPE II COMPLIANCE 86
5.11.6 ISO/IEC 27001 86
5.11.7 THE GRAMM–LEACH–BLILEY ACT 86
5.12 AUGMENTED INTELLIGENCE MARKET: COVID-19 IMPACT 87
5.13 KEY CONFERENCES & EVENTS IN 2022-2023 87
TABLE 11 CONNECTED MARKET: DETAILED LIST OF CONFERENCES & EVENTS 87
5.14 TARIFF AND REGULATORY LANDSCAPE 88
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89
TABLE 15 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90
TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90
5.14.2 NORTH AMERICA: REGULATIONS 91
5.14.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 91
5.14.2.2 Gramm-Leach-Bliley (GLB) Act 91
5.14.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 91
5.14.2.4 Federal Information Security Management Act (FISMA) 91
5.14.2.5 Federal Information Processing Standards (FIPS) 92
5.14.2.6 California Consumer Privacy Act (CSPA) 92
5.14.3 EUROPE: TARIFFS AND REGULATIONS 93
5.14.3.1 GDPR 2016/679 is a regulation in the EU 93
5.14.3.2 General Data Protection Regulation 93
5.14.3.3 European Committee for Standardization 93
5.14.3.4 European Technical Standards Institute 93
5.15 KEY STAKEHOLDERS & BUYING CRITERIA 94
5.15.1 KEY STAKEHOLDERS IN THE BUYING PROCESS 94
TABLE 17 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS FOR THE TOP 3 SOLUTIONS (%) 94
5.15.2 BUYING CRITERIA 94
TABLE 18 KEY BUYING CRITERIA FOR THE TOP 3 APPLICATIONS 94
6 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT 95
6.1 INTRODUCTION 96
6.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY COMPONENT 96
FIGURE 31 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 97
TABLE 19 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2016–2021 (USD BILLION) 97
TABLE 20 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2022–2027 (USD BILLION) 97
6.1.2 COMPONENT: AUGMENTED INTELLIGENCE MARKET DRIVERS 97
6.2 SOFTWARE 98
TABLE 21 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 99
TABLE 22 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 99
6.3 SERVICES 99
TABLE 23 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 100
TABLE 24 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 100
7 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY 101
7.1 INTRODUCTION 102
7.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY 102
FIGURE 32 COMPUTER VISION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 102
TABLE 25 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2016–2021 (USD BILLION) 103
TABLE 26 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2022–2027 (USD BILLION) 103
7.1.2 TECHNOLOGY: AUGMENTED INTELLIGENCE MARKET DRIVERS 103
7.2 MACHINE LEARNING 104
TABLE 27 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 104
TABLE 28 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 104
7.3 NATURAL LANGUAGE PROCESSING 105
TABLE 29 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET,
BY REGION, 2016–2021 (USD BILLION) 105
TABLE 30 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET,
BY REGION, 2022–2027 (USD BILLION) 105
7.4 COMPUTER VISION 106
TABLE 31 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 106
TABLE 32 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 106
7.5 OTHER TECHNOLOGIES 107
TABLE 33 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 107
TABLE 34 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 108
8 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE 109
8.1 INTRODUCTION 110
8.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE 110
FIGURE 33 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 111
TABLE 35 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE,
2016–2021 (USD BILLION) 111
TABLE 36 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE,
2022–2027 (USD BILLION) 111
8.1.2 DEPLOYMENT MODE: AUGMENTED INTELLIGENCE MARKET DRIVERS 111
8.2 ON-PREMISES 112
TABLE 37 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 112
TABLE 38 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 113
8.3 CLOUD 113
TABLE 39 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 113
TABLE 40 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 114
9 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE 115
9.1 INTRODUCTION 116
9.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE 116
FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 117
TABLE 41 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE,
2016–2021 (USD BILLION) 117
TABLE 42 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE,
2022–2027 (USD BILLION) 117
9.1.2 ORGANIZATIONS SIZE: AUGMENTED INTELLIGENCE MARKET DRIVERS 118
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES 118
TABLE 43 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 119
TABLE 44 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 119
9.3 LARGE ENTERPRISES 119
TABLE 45 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 120
TABLE 46 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 120
10 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL 121
10.1 INTRODUCTION 122
10.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY VERTICAL 122
FIGURE 35 BFSI VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 123
TABLE 47 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 123
TABLE 48 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 124
10.2 VERTICAL: AUGMENTED INTELLIGENCE MARKET DRIVERS 124
10.3 BANKING, FINANCIAL SERVICES, AND INSURANCE 125
TABLE 49 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 125
TABLE 50 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 125
TABLE 51 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 126
10.4 TELECOMMUNICATIONS & IT 126
TABLE 52 TELECOMMUNICATIONS & IT: USE CASES 127
TABLE 53 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 127
TABLE 54 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 127
10.5 RETAIL & CONSUMER GOODS 128
TABLE 55 RETAIL & CONSUMER GOODS: USE CASES 128
TABLE 56 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 128
TABLE 57 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 129
10.6 HEALTHCARE & LIFE SCIENCES 129
TABLE 58 HEALTHCARE & LIFE SCIENCES: USE CASES 129
TABLE 59 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 130
TABLE 60 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 130
10.7 GOVERNMENT & DEFENSE 130
TABLE 61 GOVERNMENT & DEFENSE: USE CASES 131
TABLE 62 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 131
TABLE 63 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 131
10.8 MEDIA & ENTERTAINMENT 132
TABLE 64 MEDIA & ENTERTAINMENT: USE CASES 132
TABLE 65 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 132
TABLE 66 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 133
10.9 MANUFACTURING 133
TABLE 67 MANUFACTURING: USE CASES 133
TABLE 68 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 134
TABLE 69 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 134
10.10 TRANSPORTATION & LOGISTICS 134
TABLE 70 TRANSPORTATION & LOGISTICS: USE CASES 135
TABLE 71 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 135
TABLE 72 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 135
10.11 ENERGY & UTILITIES 135
TABLE 73 ENERGY & UTILITIES: USE CASES 136
TABLE 74 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 136
TABLE 75 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 136
10.12 OTHER VERTICALS 137
TABLE 76 OTHER VERTICALS: USE CASES 137
TABLE 77 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 137
TABLE 78 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 138
11 AUGMENTED INTELLIGENCE MARKET, BY REGION 139
11.1 INTRODUCTION 140
FIGURE 36 JAPAN TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 140
FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 141
TABLE 79 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION,
2016–2021 (USD BILLION) 141
TABLE 80 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION,
2022–2027 (USD BILLION) 141
11.2 NORTH AMERICA 142
11.2.1 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS 142
11.2.2 NORTH AMERICA: COVID-19 IMPACT 143
TABLE 81 NORTH AMERICA: PROMINENT PLAYERS 143
FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT 144
TABLE 82 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 144
TABLE 83 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 145
TABLE 84 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 145
TABLE 85 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 145
TABLE 86 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 145
TABLE 87 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 146
TABLE 88 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 146
TABLE 89 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 146
TABLE 90 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 147
TABLE 91 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 147
TABLE 92 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION) 148
TABLE 93 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION) 148
11.2.3 UNITED STATES 148
11.2.3.1 Rapid adoption and use of digitally innovative solutions, the presence of tech giants, and the increased use of the internet to drive the augmented intelligence market growth 148
11.2.4 CANADA 149
11.2.4.1 Startup ecosystem and transformation into data-driven organizations to drive the growth of augmented intelligence solutions in Canada 149
11.3 EUROPE 149
11.3.1 EUROPE: AUGMENTED INTELLIGENCE MARKET DRIVERS 150
11.3.2 EUROPE: COVID-19 IMPACT 150
TABLE 94 EUROPE: PROMINENT PLAYERS 151
TABLE 95 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2016–2021 (USD BILLION) 151
TABLE 96 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2022–2027 (USD BILLION) 151
TABLE 97 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2016–2021 (USD BILLION) 152
TABLE 98 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2022–2027 (USD BILLION) 152
TABLE 99 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 152
TABLE 100 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 152
TABLE 101 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 153
TABLE 102 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 153
TABLE 103 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 153
TABLE 104 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 154
TABLE 105 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2016–2021 (USD BILLION) 154
TABLE 106 EUROPE: AUGMENTED INTELLIGENCE MARKET SIZE, BY COUNTRY,
2022–2027 (USD BILLION) 154
11.3.3 UNITED KINGDOM 155
11.3.3.1 Advanced IT infrastructure, technologies, and continued transition toward intelligence services to drive the growth of augmented intelligence solutions in the UK 155
11.3.4 GERMANY 155
11.3.4.1 Government initiatives for technological developments in the manufacturing vertical to drive the growth of augmented intelligence solutions in Germany 155
11.3.5 FRANCE 156
11.3.5.1 Heavy R&D investments, digitalization, and strong hold of retail and manufacturing verticals to drive the growth of the augmented intelligence market in France 156
11.3.6 REST OF EUROPE 156
11.4 ASIA PACIFIC 157
11.4.1 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET DRIVERS 157
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 157
TABLE 107 ASIA PACIFIC: PROMINENT PLAYERS 158
FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT 159
TABLE 108 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 159
TABLE 109 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 160
TABLE 110 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 160
TABLE 111 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 160
TABLE 112 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 160
TABLE 113 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 161
TABLE 114 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 161
TABLE 115 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 161
TABLE 116 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 162
TABLE 117 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 162
TABLE 118 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2016–2021 (USD BILLION) 163
TABLE 119 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2022–2027 (USD BILLION) 163
11.4.3 CHINA 163
11.4.3.1 The use of augmented intelligence services for driving policy support and technological investments to fuel the adoption of these services in China 163
11.4.4 JAPAN 164
11.4.4.1 Rise of innovative technologies and collaboration between governments and businesses for augmented intelligence in Japan 164
11.4.5 INDIA 164
11.4.5.1 Local entrepreneurs with the shift in technologies to provide support to Indian companies in the augmented intelligence market 164
11.4.6 REST OF ASIA PACIFIC 165
11.5 MIDDLE EAST AND AFRICA 165
11.5.1 MIDDLE EAST AND AFRICA: AUGMENTED INTELLIGENCE MARKET DRIVERS 166
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 166
TABLE 120 MIDDLE EAST & AFRICA: PROMINENT PLAYERS 167
TABLE 121 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 167
TABLE 122 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 167
TABLE 123 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 167
TABLE 124 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 168
TABLE 125 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 168
TABLE 126 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 168
TABLE 127 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 168
TABLE 128 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 169
TABLE 129 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 169
TABLE 130 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 170
TABLE 131 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION) 170
TABLE 132 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION) 170
11.5.3 UNITED ARAB EMIRATES 171
11.5.3.1 New investments, strategies, and products to drive the adoption of augmented intelligence solutions in the region 171
11.5.4 KINGDOM OF SAUDI ARABIA 171
11.5.4.1 Growing need for delivering actionable insights to drive the augmented intelligence market in the Kingdom of Saudi Arabia 171
11.5.5 SOUTH AFRICA 171
11.5.5.1 Growing digitalization in African countries to offer opportunities for deploying augmented intelligence solutions in South Africa 171
11.5.6 REST OF MIDDLE EAST AND AFRICA 172
11.5.6.1 Increase in globalization to offer opportunities to deploy augmented intelligence solutions in the rest of Middle East & Africa 172
11.6 LATIN AMERICA 172
11.6.1 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS 173
11.6.2 LATIN AMERICA: COVID-19 IMPACT 173
TABLE 133 LATIN AMERICA: PROMINENT PLAYERS 174
TABLE 134 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 174
TABLE 135 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 174
TABLE 136 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 174
TABLE 137 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 175
TABLE 138 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 175
TABLE 139 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 175
TABLE 140 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 175
TABLE 141 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 176
TABLE 142 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 176
TABLE 143 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 177
TABLE 144 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2016–2021 (USD BILLION) 177
TABLE 145 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2022–2027 (USD BILLION) 177
11.6.3 BRAZIL 178
11.6.3.1 Increased use of internet, technologies, and government organizations to increase the demand in Brazil 178
11.6.4 MEXICO 178
11.6.4.1 Increasing trade, rising customer base, and government initiatives to fuel the growth of augmented intelligence 178
11.6.5 REST OF LATIN AMERICA 179
12 COMPETITIVE LANDSCAPE 180
12.1 OVERVIEW 180
12.2 KEY PLAYER STRATEGIES 180
TABLE 146 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE AUGMENTED INTELLIGENCE MARKET 180
12.3 REVENUE ANALYSIS 181
FIGURE 40 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS 181
12.4 MARKET SHARE ANALYSIS 182
FIGURE 41 AUGMENTED INTELLIGENCE MARKET SHARE ANALYSIS 182
TABLE 147 AUGMENTED INTELLIGENCE MARKET: DEGREE OF COMPETITION 182
12.5 COMPANY EVALUATION QUADRANT 184
12.5.1 STARS 184
12.5.2 EMERGING LEADERS 184
12.5.3 PERVASIVE PLAYERS 184
12.5.4 PARTICIPANTS 185
FIGURE 42 KEY AUGMENTED INTELLIGENCE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021 185
12.6 STARTUP/SME EVALUATION QUADRANT 186
12.6.1 PROGRESSIVE COMPANIES 186
12.6.2 RESPONSIVE COMPANIES 186
12.6.3 DYNAMIC COMPANIES 186
12.6.4 STARTING BLOCKS 186
FIGURE 43 STARTUPS/SMES: AUGMENTED INTELLIGENCE MARKET EVALUATION MATRIX, 2021 187
12.7 COMPETITIVE BENCHMARKING 187
TABLE 148 AUGMENTED INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 187
TABLE 149 AUGMENTED INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES] 188
12.8 COMPETITIVE SCENARIO 189
12.8.1 PRODUCT LAUNCHES 189
TABLE 150 PRODUCT LAUNCHES, OCTOBER 2019–FEBRUARY 2022 189
12.8.2 DEALS 190
TABLE 151 DEALS, OCTOBER 2018–MARCH 2022 190
13 COMPANY PROFILES 191
13.1 INTRODUCTION 191
13.2 MAJOR PLAYERS 191
(Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
13.2.1 IBM 191
TABLE 152 IBM: BUSINESS OVERVIEW 191
FIGURE 44 IBM: COMPANY SNAPSHOT 192
TABLE 153 IBM: PRODUCTS OFFERED 192
TABLE 154 IBM: SERVICES OFFERED 193
TABLE 155 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 193
TABLE 156 IBM: DEALS 194
13.2.2 SALESFORCE 197
TABLE 157 SALESFORCE: BUSINESS OVERVIEW 197
FIGURE 45 SALESFORCE: COMPANY SNAPSHOT 198
TABLE 158 SALESFORCE: PRODUCTS OFFERED 198
TABLE 159 SALESFORCE: SERVICES OFFERED 199
TABLE 160 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 199
TABLE 161 SALESFORCE: DEALS 200
13.2.3 GOOGLE 202
TABLE 162 GOOGLE: BUSINESS OVERVIEW 202
FIGURE 46 GOOGLE: COMPANY SNAPSHOT 203
TABLE 163 GOOGLE: PRODUCTS OFFERED 203
TABLE 164 GOOGLE: SERVICES OFFERED 204
TABLE 165 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 204
TABLE 166 GOOGLE: DEALS 204
13.2.4 MICROSOFT 207
TABLE 167 MICROSOFT: BUSINESS OVERVIEW 207
FIGURE 47 MICROSOFT: COMPANY SNAPSHOT 208
TABLE 168 MICROSOFT: PRODUCTS OFFERED 208
TABLE 169 MICROSOFT: SERVICES OFFERED 208
TABLE 170 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 209
TABLE 171 MICROSOFT: DEALS 210
13.2.5 SAP 213
TABLE 172 SAP: BUSINESS OVERVIEW 213
FIGURE 48 SAP: COMPANY SNAPSHOT 214
TABLE 173 SAP: PRODUCTS OFFERED 214
TABLE 174 SAP: SERVICES OFFERED 214
TABLE 175 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 215
TABLE 176 SAP: DEALS 216
13.2.6 SAS 218
TABLE 177 SAS: BUSINESS OVERVIEW 218
FIGURE 49 SAS: COMPANY SNAPSHOT 219
TABLE 178 SAS: PRODUCTS OFFERED 219
TABLE 179 SAS: SERVICES OFFERED 219
TABLE 180 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS 220
TABLE 181 SAS: DEALS 220
13.2.7 COGNITIVESCALE 222
TABLE 182 COGNITIVESCALE: BUSINESS OVERVIEW 222
TABLE 183 COGNITIVESCALE: PRODUCTS OFFERED 222
TABLE 184 COGNITIVESCALE: PRODUCT LAUNCHES AND ENHANCEMENTS 223
TABLE 185 COGNITIVESCALE: DEALS 223
13.2.8 QLIKTECH INTERNATIONAL AB 225
TABLE 186 QLIKTECH INTERNATIONAL AB: BUSINESS OVERVIEW 225
TABLE 187 QLIKTECH INTERNATIONAL AB: PRODUCTS OFFERED 225
TABLE 188 QLIKTECH INTERNATIONAL AB: SERVICES OFFERED 225
TABLE 189 QLIKTECH INTERNATIONAL AB: PRODUCT LAUNCHES AND ENHANCEMENTS 226
TABLE 190 QLIKTECH INTERNATIONAL AB: DEALS 226
13.2.9 TIBCO 228
TABLE 191 TIBCO: BUSINESS OVERVIEW 228
TABLE 192 TIBCO: PRODUCTS OFFERED 228
TABLE 193 TIBCO: SERVICES OFFERED 229
TABLE 194 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS 229
TABLE 195 TIBCO: DEALS 230
13.2.10 AWS 232
TABLE 196 AWS: BUSINESS OVERVIEW 232
FIGURE 50 AWS: COMPANY SNAPSHOT 232
TABLE 197 AWS: PRODUCTS OFFERED 233
TABLE 198 AWS: SERVICES OFFERED 233
TABLE 199 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 233
TABLE 200 AWS: DEALS 234
13.2.11 NEORIS 236
TABLE 201 NEORIS: BUSINESS OVERVIEW 236
TABLE 202 NEORIS: PRODUCTS OFFERED 236
TABLE 203 NEORIS: SERVICES OFFERED 236
TABLE 204 NEORIS: PRODUCT LAUNCHES AND ENHANCEMENTS 237
TABLE 205 NEORIS: DEALS 237
13.2.12 SISENSE 238
TABLE 206 SISENSE: BUSINESS OVERVIEW 238
TABLE 207 SISENSE: PRODUCTS OFFERED 238
TABLE 208 SISENSE: SERVICES OFFERED 239
TABLE 209 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS 239
TABLE 210 SISENSE: DEALS 239
13.2.13 MICROSTRATEGY 240
TABLE 211 MICROSTRATEGY: BUSINESS OVERVIEW 240
FIGURE 51 MICROSTRATEGY: COMPANY SNAPSHOT 240
TABLE 212 MICROSTRATEGY: PRODUCTS OFFERED 241
TABLE 213 MICROSTRATEGY: SERVICES OFFERED 241
TABLE 214 MICROSTRATEGY: PRODUCT LAUNCHES AND ENHANCEMENTS 241
TABLE 215 MICROSTRATEGY: DEALS 242
13.2.14 DATAIKU 243
TABLE 216 DATAIKU: BUSINESS OVERVIEW 243
TABLE 217 DATAIKU: PRODUCTS OFFERED 243
TABLE 218 DATAIKU: SERVICES OFFERED 243
TABLE 219 DATAIKU: PRODUCT LAUNCHES AND ENHANCEMENTS 244
TABLE 220 DATAIKU: DEALS 244
13.3 SMES AND STARTUPS 246
13.3.1 COSMO TECH 246
13.3.2 JUMIO 246
13.3.3 LUCIDWORKS 247
13.3.4 SQUIRRO 247
13.3.5 DATAROBOT 248
13.3.6 BONDI LABS 248
13.3.7 EAZYML 249
13.3.8 STRADIGI AI 249
13.3.9 AIBLE 250
13.3.10 PECAN AI 250
13.3.11 TELLIUS 251
13.3.12 BINAH.AI 251
13.3.13 AUGMENTED INTELLIGENCE (AUI) 252
13.3.14 PRYON 252
13.3.15 BIOXPLOR 253
13.3.16 CAUSA LENS 253
*Details on Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
14 ADJACENT AND RELATED MARKETS 254
14.1 INTRODUCTION 254
14.2 NATURAL LANGUAGE PROCESSING MARKET—GLOBAL FORECAST TO 2026 254
14.2.1 MARKET DEFINITION 254
14.2.2 MARKET OVERVIEW 254
14.2.2.1 Natural language processing market, by component 254
TABLE 221 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,
2015–2019 (USD MILLION) 255
TABLE 222 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 255
14.2.2.2 Natural language processing market, by solution type 255
TABLE 223 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION) 255
TABLE 224 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION) 256
14.2.2.3 Natural language processing market, by deployment mode 256
TABLE 225 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION) 256
TABLE 226 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 256
14.2.2.4 Natural language processing market, by organization size 257
TABLE 227 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION) 257
TABLE 228 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 257
14.2.2.5 Natural language processing market, by type 258
TABLE 229 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,
2015–2019 (USD MILLION) 258
TABLE 230 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,
2019–2026 (USD MILLION) 258
14.2.2.6 Natural language processing market, by application 258
TABLE 231 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2015–2019 (USD MILLION) 259
TABLE 232 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION) 259
14.2.2.7 Natural language processing market, by vertical 259
TABLE 233 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2015–2019 (USD MILLION) 260
TABLE 234 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 260
14.2.2.8 Natural language processing market, by region 261
TABLE 235 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2015–2019 (USD MILLION) 261
TABLE 236 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 261
TABLE 237 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 262
TABLE 238 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 262
TABLE 239 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 262
TABLE 240 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 262
TABLE 241 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 263
TABLE 242 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 263
TABLE 243 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 263
TABLE 244 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 264
TABLE 245 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 264
TABLE 246 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 264
14.3 CONVERSATIONAL AI MARKET—GLOBAL FORECAST TO 2025 265
14.3.1 MARKET DEFINITION 265
14.3.2 MARKET OVERVIEW 265
14.3.2.1 Conversational AI market, by component 265
TABLE 247 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 265
TABLE 248 CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 266
14.3.2.2 Conversational AI market, by type 266
TABLE 249 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 266
14.3.2.3 Conversational AI market, by technology 266
TABLE 250 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY,
2019–2025 (USD MILLION) 267
14.3.2.4 Conversational AI market, by deployment mode 267
TABLE 251 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 267
14.3.2.5 Conversational AI market, by application 267
TABLE 252 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 268
14.3.2.6 Conversational AI market, by vertical 268
TABLE 253 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 268
14.3.2.7 Conversational AI market, by region 269
TABLE 254 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 269
TABLE 255 NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 269
TABLE 256 EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 270
TABLE 257 ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 270
TABLE 258 MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 270
TABLE 259 LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 271
15 APPENDIX 272
15.1 DISCUSSION GUIDE 272
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 278
15.3 AVAILABLE CUSTOMIZATIONS 280
15.4 RELATED REPORTS 280
15.5 AUTHOR DETAILS 281

14 ADJACENT AND RELATED MARKETS 254
14.1 INTRODUCTION 254
14.2 NATURAL LANGUAGE PROCESSING MARKET—GLOBAL FORECAST TO 2026 254
14.2.1 MARKET DEFINITION 254
14.2.2 MARKET OVERVIEW 254
14.2.2.1 Natural language processing market, by component 254
TABLE 221 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,
2015–2019 (USD MILLION) 255
TABLE 222 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 255
14.2.2.2 Natural language processing market, by solution type 255
TABLE 223 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION) 255
TABLE 224 SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION) 256
14.2.2.3 Natural language processing market, by deployment mode 256
TABLE 225 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION) 256
TABLE 226 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 256
14.2.2.4 Natural language processing market, by organization size 257
TABLE 227 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION) 257
TABLE 228 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 257
14.2.2.5 Natural language processing market, by type 258
TABLE 229 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,
2015–2019 (USD MILLION) 258
TABLE 230 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,
2019–2026 (USD MILLION) 258
14.2.2.6 Natural language processing market, by application 258
TABLE 231 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2015–2019 (USD MILLION) 259
TABLE 232 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION) 259
14.2.2.7 Natural language processing market, by vertical 259
TABLE 233 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2015–2019 (USD MILLION) 260
TABLE 234 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 260
14.2.2.8 Natural language processing market, by region 261
TABLE 235 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2015–2019 (USD MILLION) 261
TABLE 236 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 261
TABLE 237 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 262
TABLE 238 NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 262
TABLE 239 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 262
TABLE 240 EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 262
TABLE 241 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 263
TABLE 242 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 263
TABLE 243 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 263
TABLE 244 MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 264
TABLE 245 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 264
TABLE 246 LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 264
14.3 CONVERSATIONAL AI MARKET—GLOBAL FORECAST TO 2025 265
14.3.1 MARKET DEFINITION 265
14.3.2 MARKET OVERVIEW 265
14.3.2.1 Conversational AI market, by component 265
TABLE 247 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 265
TABLE 248 CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 266
14.3.2.2 Conversational AI market, by type 266
TABLE 249 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 266
14.3.2.3 Conversational AI market, by technology 266
TABLE 250 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY,
2019–2025 (USD MILLION) 267
14.3.2.4 Conversational AI market, by deployment mode 267
TABLE 251 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 267
14.3.2.5 Conversational AI market, by application 267
TABLE 252 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 268
14.3.2.6 Conversational AI market, by vertical 268
TABLE 253 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 268
14.3.2.7 Conversational AI market, by region 269
TABLE 254 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 269
TABLE 255 NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 269
TABLE 256 EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 270
TABLE 257 ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 270
TABLE 258 MIDDLE EAST AND AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 270
TABLE 259 LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 271
15 APPENDIX 272
15.1 DISCUSSION GUIDE 272
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 278
15.3 AVAILABLE CUSTOMIZATIONS 280
15.4 RELATED REPORTS 280
15.5 AUTHOR DETAILS 281

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