Digital Signature Market by Component (Solutions and Services), Solution (Software and Hardware), Deployment Mode, Organization Size, Vertical (BFSI, Government, Healthcare and Life Sciences, Legal, Real Estate), and Region - Global Forecast to 2026

デジタル署名の世界市場予測(〜2026):コンポーネント別(ソリューション、サービス)、ソリューション別(ソフトウェア、ハ​​ードウェア)、展開モード別、組織規模別、産業別(金融、政府、医療・生命科学、法務、不動産)、地域別

◆タイトル:Digital Signature Market by Component (Solutions and Services), Solution (Software and Hardware), Deployment Mode, Organization Size, Vertical (BFSI, Government, Healthcare and Life Sciences, Legal, Real Estate), and Region - Global Forecast to 2026
◆商品コード:TC 4102
◆調査・発行会社:MarketsandMarkets
◆発行日:2020年9月15日
◆ページ数:254
◆レポート形式:PDF / 英語
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◆調査対象地域:グローバル
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【レポートの概要】

Marketsandmarkets社はデジタル署名の世界市場が2020年28億ドルから2026年141億ドルまで、年平均31.0%成長すると予測しています。本調査レポートでは、デジタル署名の世界市場を広く調査・分析し、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・動向、コンポーネント別(ソリューション、サービス)分析、ソリューション別(ハードウェア、ソフトウェア)分析、組織規模別(中小企業、大企業)分析、展開モード別(クラウド、オンプレミス)分析、産業別(金融、政府・防御、医療・生命科学、法律、不動産)分析、地域別分析、競争状況、企業評価・情報などをまとめております。
・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・動向
・デジタル署名の世界市場規模:コンポーネント別(ソリューション、サービス)
・デジタル署名の世界市場規模:ソリューション別(ハードウェア、ソフトウェア)
・デジタル署名の世界市場規模:組織規模別(中小企業、大企業)
・デジタル署名の世界市場規模:展開モード別(クラウド、オンプレミス)
・デジタル署名の世界市場規模:産業別(金融、政府・防御、医療・生命科学、法律、不動産)
・デジタル署名の世界市場規模:地域別
・競争状況
・企業評価・情報

“Government initiatives and transition toward digitalization to drive the overall growth of the digital signature market.”
The digital signature market is projected to grow from USD 2.8 billion in 2020 to USD 14.1 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 31.0% during the forecast period. Government initiatives and transition toward digitalization to drive the overall market growth.
By component, services segment to grow at a higher CAGR during the forecast period”

“The services in the digital signature market are critical as they provide support for proper functioning of software and hardware solutions. Digital signature services comprise technical support services required to effectively integrate digital signature solutions, and technical expertise required to maintain and update digital signature software. The deployment of PKI infrastructure with the existing system can be complex; hence, technical expertise is required for the proper integration and smooth running of digital signature solutions to achieve desired outputs. Therefore, various vendors are focusing on providing managed services in the digital signature market, whereas some vendors are outsourcing these services. Therefore, servicessegment registers the highest growth rate during the forecast period.

“By solution, Software segment to register the highest growth rate during the forecast period”
Digital signature solution providers offer software to help organizations easily create digital signatures that comply with industry standards and offer support for working with accredited certified authorities. The software providers in the market are focusing on delivering encryption software, PKI solutions, email encryption solutions, and APIs to help end users securely sign documents. Software solutions, as compared to hardware solutions, are growing at a faster rate and contributing maximum in terms of market size in the digital signature market. Hence, there is significant adoption of software solutions across the globe.

“Europe to register the highest growth rate during the forecast period”
The awareness related to digital signature is being widely addressed in Europe and is further emphasized by strong government regulations. This section includes analysis of the digital signature market in the UK, Germany, France, and the Rest of Europe (Netherlands, Italy, Spain, and Switzerland). Europe accounts for the second-highest share in the digital signature market during the forecast period. Digital signature in

European countries is expected to be driven by high demand for high-end security solutions and superior customer experience regardless of the economic conditions. Therefore, Europe to account for the highest CAGR during the forecast period.
• By Company Type: Tier 1 – 20%, Tier 2 – 57%, and Tier 3 – 33%
• By Designation: C-level – 40%, Manager and Other level – 60%
• By Region: North America – 20%,Europe– 35%, Asia Pacific– 45%

Major vendors offering Digital signature solutions include Adobe (US),OneSpan (US),Thales (France), DocuSign (US), Idemia (France), Ascertia (UK), Zoho (India), GlobalSign (US), Entrust Datacard(US), Digicert (US), Identrust (US).

Research Coverage
The market study covers the digital signature market size across segments. It aims at estimating the market size and the growth potential of this market across different segments by component, by solution, by deployment mode, by organization size, by vertical, and by region. The study also includes an in-depth competitive analysis of the key market players, 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 will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall digital signature market and its sub segments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and to plan suitable go-to-market strategies. The report will also help stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities

【レポートの目次】

1 INTRODUCTION 39
1.1 INTRODUCTION TO COVID-19 39
1.2 COVID-19 HEALTH ASSESSMENT 39
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION 39
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 40
1.3 COVID-19 ECONOMIC ASSESSMENT 40
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 41
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 42
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 42
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 43
1.4 OBJECTIVES OF THE STUDY 44
1.5 MARKET DEFINITION 45
1.5.1 INCLUSIONS AND EXCLUSIONS 45
1.6 MARKET SCOPE 45
1.6.1 MARKET SEGMENTATION 46
1.6.2 REGIONS COVERED 46
1.7 YEARS CONSIDERED FOR THE STUDY 47
1.8 CURRENCY CONSIDERED 47
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2014–2019 47
1.9 STAKEHOLDERS 48
1.10 SUMMARY OF CHANGES 48
2 RESEARCH METHODOLOGY 49
2.1 RESEARCH DATA 49
FIGURE 6 DIGITAL SIGNATURE MARKET: RESEARCH DESIGN 49
2.1.1 SECONDARY DATA 50
2.1.2 PRIMARY DATA 50
2.1.2.1 Breakup of primary profiles 51
2.1.2.2 Key industry insights 51
2.2 MARKET BREAKUP AND DATA TRIANGULATION 52
2.3 MARKET SIZE ESTIMATION 53
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE OF DIGITAL SIGNATURE VENDORS 53
2.4 MARKET FORECAST 54
FIGURE 8 FACTOR ANALYSIS FOR MARKET TRENDS AND FORECAST 54
2.5 ASSUMPTIONS 55
2.6 LIMITATIONS 55
3 EXECUTIVE SUMMARY 56
FIGURE 9 GLOBAL DIGITAL SIGNATURE MARKET TO WITNESS SIGNIFICANT GROWTH FROM 2020 TO 2026 57
FIGURE 10 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2020 58
4 PREMIUM INSIGHTS 59
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN DIGITAL SIGNATURE MARKET 59
FIGURE 11 GOVERNMENT INITIATIVES AND TRANSITION TOWARD DIGITALIZATION DRIVING THE DIGITAL SIGNATURE MARKET 59
4.2 DIGITAL SIGNATURE MARKET, BY COMPONENT, 2020 59
FIGURE 12 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 59
4.3 DIGITAL SIGNATURE MARKET, BY SOLUTION, 2020 60
FIGURE 13 SOFTWARE SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 60
4.4 DIGITAL SIGNATURE MARKET, BY DEPLOYMENT MODE, 2020 60
FIGURE 14 CLOUD SEGMENT TO CAPTURE LARGER MARKET SHARE 60
4.5 DIGITAL SIGNATURE MARKET, BY ORGANIZATION SIZE, 2020 61
FIGURE 15 SMES TO REGISTER HIGHER CAGR DURING THE FORECAST PERIOD 61
4.6 DIGITAL SIGNATURE MARKET, SHARE OF TOP THREE VERTICALS AND TOP THREE REGIONS, 2020 61
FIGURE 16 BANKING AND FINANCIALS SEGMENT AND NORTH AMERICA TO ACCOUNT FOR LARGEST SHARES 61
4.7 MARKET INVESTMENT SCENARIO 62
FIGURE 17 EUROPE TO EMERGE AS THE BEST MARKET FOR INVESTMENTS IN THE NEXT FIVE YEARS 62
5 MARKET OVERVIEW AND INDUSTRY TRENDS 63
5.1 INTRODUCTION 63
5.2 MARKET DYNAMICS 63
FIGURE 18 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DIGITAL SIGNATURE MARKET 63
5.2.1 DRIVERS 64
5.2.1.1 Fast growth in investments in electronic documents by governments and enterprises 64
5.2.1.2 Upgrade in end-to-end customer experience 64
5.2.1.3 Enhanced security with a controlled and seamless workflow 64
5.2.1.4 Improved operational efficiency at lower OPEX 65
5.2.2 RESTRAINTS 65
5.2.2.1 Lack of awareness about the legality of digital signatures 65
5.2.2.2 Variation in digital signature rules and regulations across regions 65
5.2.3 OPPORTUNITIES 66
5.2.3.1 Enhancement in the acceptance of cloud-based security solutions 66
5.2.3.2 Growing number of partnerships and acquisitions 66
5.2.4 CHALLENGES 66
5.2.4.1 Intensely entrenched traditional business practices 66
5.2.5 COVID-19 PANDEMIC-DRIVEN MARKET DYNAMICS AND FACTOR ANALYSIS 67
5.2.5.1 DRIVERS AND OPPORTUNITIES 67
5.2.5.2 RESTRAINTS AND CHALLENGES 68
5.2.5.3 CUMULATIVE GROWTH ANALYSIS 69
5.3 REGULATORY IMPLICATIONS 69
5.3.1 INTRODUCTION 69
5.3.2 GENERAL DATA PROTECTION REGULATION (GDPR) 69
5.3.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT (HIPAA) 69
5.3.4 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD (PCI DSS) 70
5.3.5 SYSTEM AND ORGANIZATION CONTROLS 2 (SOC 2) TYPE II COMPLIANCE 70
5.3.6 ELECTRONIC IDENTIFICATION, AUTHENTICATION, AND TRUST SERVICES (EIDAS) 70
5.3.7 ELECTRONIC SIGNATURES IN GLOBAL AND NATIONAL COMMERCE (ESIGN) ACT 70
5.3.8 UNIFORM ELECTRONIC TRANSACTIONS ACT (UETA) 70
5.3.9 SARBANES–OXLEY ACT (SOX) 71
5.3.10 FOOD AND DRUG ADMINISTRATION (FDA) COMPLIANCE 71
5.3.11 21 CFR PART 11 71
5.3.12 INFORMATION TECHNOLOGY (IT) ACT, 2000 71
5.4 USE CASES 71
5.4.1 USE CASE: DOCUSIGN HELPED A MEDICAL DEVICE MANUFACTURING COMPANY TO STREAMLINE PHYSICIAN SIGNATURES WITH DIGITAL TRANSACTION MANAGEMENT 72
5.4.2 USE CASE: SECURED SIGNING HELPED H&R BLOCK IN EASING THE TAX BURDEN 73
5.4.3 USE CASE: DOCUSIGN E-SIGNATURE UPHELD IN COURT AS LEGAL AND ENFORCEABLE IN COMMON LAW JURISDICTIONS 73
5.5 TECHNOLOGY ANALYSIS 74
5.6 VALUE CHAIN ANALYSIS 75
5.7 ECOSYSTEM 76
6 DIGITAL SIGNATURE MARKET, BY COMPONENT 77
6.1 INTRODUCTION 78
FIGURE 19 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 78
6.1.1 MARKET ESTIMATES AND FORECASTS BY COMPONENT 2014-2026 78
TABLE 2 DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 78
TABLE 3 PRE-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 79
TABLE 4 POST-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 79
6.2 SOLUTIONS 79
6.2.1 SOLUTIONS: DIGITAL SIGNATURE MARKET DRIVERS 80
6.2.2 SOLUTIONS: COVID-19 IMPACT 80
6.2.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 80
TABLE 5 SOLUTIONS: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 80
TABLE 6 SOLUTIONS: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 80
6.3 SERVICES 81
6.3.1 SERVICES: DIGITAL SIGNATURE MARKET DRIVERS 81
6.3.2 SERVICES: COVID-19 IMPACT 81
6.3.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 81
TABLE 7 SERVICES: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 81
TABLE 8 SERVICES: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 82
7 DIGITAL SIGNATURE MARKET, BY SOLUTION 83
7.1 INTRODUCTION 84
FIGURE 20 SOFTWARE SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 84
7.1.1 MARKET ESTIMATES AND FORECASTS BY SOLUTION, 2014-2026 84
TABLE 9 DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION) 84
TABLE 10 PRE-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 85
TABLE 11 POST-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 85
7.2 SOFTWARE 85
7.2.1 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 86
TABLE 12 SOFTWARE: DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 86
TABLE 13 SOFTWARE: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 86
7.3 HARDWARE 86
7.3.1 HARDWARE: DIGITAL SIGNATURE MARKET DRIVERS 87
7.3.2 HARDWARE: COVID-19 IMPACT 87
7.3.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 87
TABLE 14 HARDWARE: DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 87
TABLE 15 HARDWARE: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 87
8 DIGITAL SIGNATURE MARKET, BY ORGANIZATION SIZE 88
8.1 INTRODUCTION 89
8.1.1 MARKET ESTIMATES AND FORECASTS BY ORGANIZATION SIZE, 2014-2026 89
TABLE 16 DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 89
TABLE 17 PRE-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 89
TABLE 18 POST-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 89
8.2 SMALL AND MEDIUM-SIZED ENTERPRISES 90
8.2.1 SMALL AND MEDIUM-SIZED ENTERPRISES: DIGITAL SIGNATURE MARKET DRIVERS 90
8.2.2 SMALL AND MEDIUM-SIZED ENTERPRISES: COVID-19 IMPACT 90
8.2.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 91
TABLE 19 SMALL AND MEDIUM-SIZED ENTERPRISES: DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 91
TABLE 20 SMALL AND MEDIUM-SIZED ENTERPRISES: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 91
8.3 LARGE ENTERPRISES 91
8.3.1 LARGE ENTERPRISES: DIGITAL SIGNATURE MARKET DRIVERS 92
8.3.2 LARGE ENTERPRISES: COVID-19 IMPACT 92
8.3.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 92
TABLE 21 LARGE ENTERPRISES: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 92
TABLE 22 LARGE ENTERPRISES: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE,
BY REGION, 2019–2026 (USD MILLION) 93
9 DIGITAL SIGNATURE MARKET, BY DEPLOYMENT MODE 94
9.1 INTRODUCTION 95
9.1.1 MARKET ESTIMATES AND FORECASTS BY DEPLOYMENT MODE, 2014-2026 95
TABLE 23 DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 95
TABLE 24 PRE-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 95
TABLE 25 POST-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 95
9.2 CLOUD 96
9.2.1 CLOUD: DIGITAL SIGNATURE MARKET DRIVERS 96
9.2.2 CLOUD: COVID-19 IMPACT 96
9.2.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 96
TABLE 26 CLOUD: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 96
TABLE 27 CLOUD: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 97
9.3 ON-PREMISES 97
9.3.1 ON-PREMISES: DIGITAL SIGNATURE MARKET DRIVERS 97
9.3.2 ON-PREMISES: COVID-19 IMPACT 97
9.3.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 98
TABLE 28 ON-PREMISES: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 98
TABLE 29 ON-PREMISES: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE,
BY REGION, 2019–2026 (USD MILLION) 98
10 DIGITAL SIGNATURE MARKET, BY VERTICAL 99
10.1 INTRODUCTION 100
FIGURE 21 BANKING, FINANCIAL SERVICES, AND INSURANCE SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 100
10.1.1 MARKET ESTIMATES AND FORECASTS BY VERTICAL, 2014-2026 100
TABLE 30 DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 100
TABLE 31 PRE-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL, 2019–2026(USD MILLION) 101
TABLE 32 POST-COVID-19: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL, 20192026 (USD MILLION) 101
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 102
10.2.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: DIGITAL SIGNATURE MARKET DRIVERS 102
10.2.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: COVID-19 IMPACT 102
TABLE 33 BANKING, FINANCIAL SERVICES, AND INSURANCE: DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 103
TABLE 34 BANKING, FINANCIAL SERVICES, AND INSURANCE: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 103
10.3 GOVERNMENT AND DEFENCE 103
10.3.1 GOVERNMENT AND DEFENCE: DIGITAL SIGNATURE MARKET DRIVERS 104
10.3.2 GOVERNMENT AND DEFENCE: COVID-19 IMPACT 104
10.3.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 104
TABLE 35 GOVERNMENT AND DEFENCE: DIGITAL SIGNATURE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 104
TABLE 36 GOVERNMENT AND DEFENCE: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 105
10.4 HEALTHCARE AND LIFE SCIENCES 105
10.4.1 HEALTHCARE AND LIFE SCIENCES: DIGITAL SIGNATURE MARKET DRIVERS 105
10.4.2 HEALTHCARE AND LIFE SCIENCES: COVID-19 IMPACT 106
10.4.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 106
TABLE 37 HEALTHCARE AND LIFE SCIENCES: DIGITAL SIGNATURE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 106
TABLE 38 HEALTHCARE AND LIFE SCIENCES: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 106
10.5 LEGAL 107
10.5.1 LEGAL: DIGITAL SIGNATURE MARKET DRIVERS 107
10.5.2 LEGAL: COVID-19 IMPACT 107
10.5.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 107
TABLE 39 LEGAL: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 107
TABLE 40 LEGAL: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 108
10.6 REAL ESTATE 108
10.6.1 REAL ESTATE: DIGITAL SIGNATURE MARKET DRIVERS 108
10.6.2 REAL ESTATE: COVID-19 IMPACT 108
10.6.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 109
TABLE 41 REAL ESTATE: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 109
TABLE 42 REAL ESTATE: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE,
BY REGION, 2019–2026 (USD MILLION) 109
10.7 EDUCATION 109
10.7.1 EDUCATION: DIGITAL SIGNATURE MARKET DRIVERS 110
10.7.2 EDUCATION: COVID-19 IMPACT 110
10.7.3 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 110
TABLE 43 EDUCATION: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 110
TABLE 44 EDUCATION: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 110
10.8 OTHERS 111
10.8.1 MARKET ESTIMATES AND FORECASTS BY REGION 2014-2026 111
TABLE 45 OTHERS: DIGITAL SIGNATURE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 111
TABLE 46 OTHERS: POST-COVID-19 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 112
11 DIGITAL SIGNATURE MARKET, BY REGION 113
11.1 INTRODUCTION 114
FIGURE 22 NORTH AMERICA TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 114
TABLE 47 DIGITAL SIGNATURE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 114
TABLE 48 DIGITAL SIGNATURE MARKET SIZE, BY REGION, PRE-COVID-19 SCENARIO, 2019–2026 (USD MILLION) 115
TABLE 49 DIGITAL SIGNATURE MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2026 (USD MILLION) 115
11.2 NORTH AMERICA 115
11.2.1 NORTH AMERICA: DIGITAL SIGNATURE MARKET DRIVERS 116
11.2.2 NORTH AMERICAN DIGITAL SIGNATURE MARKET: COVID-19 DRIVERS 116
11.2.3 NORTH AMERICA: REGULATORY LANDSCAPE 116
FIGURE 23 NORTH AMERICA: MARKET SNAPSHOT 117
TABLE 50 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 117
TABLE 51 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 118
TABLE 52 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 118
TABLE 53 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 118
TABLE 54 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 119
TABLE 55 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 119
TABLE 56 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 119
TABLE 57 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 119
TABLE 58 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 120
TABLE 59 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 120
TABLE 60 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 121
TABLE 61 NORTH AMERICA: DIGITAL SIGNATURE MARKET SIZE, BY COUNTRY,
2019–2026 (USD MILLION) 121
11.2.4 UNITED STATES 121
TABLE 62 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 121
TABLE 63 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 122
TABLE 64 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 122
TABLE 65 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 122
TABLE 66 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 123
TABLE 67 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 123
TABLE 68 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 123
TABLE 69 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 123
TABLE 70 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 124
TABLE 71 UNITED STATES: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 124
11.2.5 CANADA 125
TABLE 72 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 125
TABLE 73 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 125
TABLE 74 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 125
TABLE 75 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 126
TABLE 76 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 126
TABLE 77 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2026 (USD MILLION) 126
TABLE 78 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 127
TABLE 79 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE,
2019–2026 (USD MILLION) 127
TABLE 80 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 127
TABLE 81 CANADA: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 128
11.3 EUROPE 128
11.3.1 EUROPE: DIGITAL SIGNATURE MARKET DRIVERS 129
11.3.2 EUROPEAN DIGITAL SIGNATURE MARKET: COVID-19 DRIVERS 129
11.3.3 EUROPE: REGULATORY LANDSCAPE 129
TABLE 82 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 129
TABLE 83 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 130
TABLE 84 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 130
TABLE 85 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 130
TABLE 86 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 130
TABLE 87 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2026 (USD MILLION) 131
TABLE 88 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 131
TABLE 89 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE,
2019–2026 (USD MILLION) 131
TABLE 90 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 132
TABLE 91 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 132
TABLE 92 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 133
TABLE 93 EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY COUNTRY,
2019–2026 (USD MILLION) 133
11.3.4 UNITED KINGDOM 133
TABLE 94 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 134
TABLE 95 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 134
TABLE 96 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 134
TABLE 97 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 135
TABLE 98 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 135
TABLE 99 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 135
TABLE 100 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 136
TABLE 101 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 136
TABLE 102 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 136
TABLE 103 UNITED KINGDOM: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 137
11.3.5 GERMANY 137
TABLE 104 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 137
TABLE 105 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 138
TABLE 106 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 138
TABLE 107 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 138
TABLE 108 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 138
TABLE 109 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 139
TABLE 110 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 139
TABLE 111 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 139
TABLE 112 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 140
TABLE 113 GERMANY: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 140
11.3.6 FRANCE 141
TABLE 114 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 141
TABLE 115 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 141
TABLE 116 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 141
TABLE 117 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 142
TABLE 118 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 142
TABLE 119 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE,
2019–2026 (USD MILLION) 142
TABLE 120 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 143
TABLE 121 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE,
2019–2026 (USD MILLION) 143
TABLE 122 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 143
TABLE 123 FRANCE: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 144
11.3.7 REST OF EUROPE 144
TABLE 124 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 144
TABLE 125 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 145
TABLE 126 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 145
TABLE 127 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY SOLUTION,
2019–2026 (USD MILLION) 145
TABLE 128 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 146
TABLE 129 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 146
TABLE 130 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 146
TABLE 131 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 147
TABLE 132 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 147
TABLE 133 REST OF EUROPE: DIGITAL SIGNATURE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 148

9.7 CYBERSECURITY 137
9.7.1 INCREASED NUMBER OF CYBERSECURITY THREATS IS LEADING TO THE ADOPTION OF AI IN THIS INDUSTRY 137
TABLE 97 AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2017–2019
(USD MILLION) 138
TABLE 98 AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2020–2026
(USD MILLION) 138
TABLE 99 NORTH AMERICA: AI (CHIPSETS) MARKET FOR CYBERSECURITY,
BY COUNTRY, 2017–2019 (USD MILLION) 138
TABLE 100 NORTH AMERICA: AI (CHIPSETS) MARKET FOR CYBERSECURITY,
BY COUNTRY, 2020–2026 (USD MILLION) 139
TABLE 101 EUROPE: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2017–2019 (USD MILLION) 139
TABLE 102 EUROPE: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2020–2026 (USD MILLION) 139
TABLE 103 APAC: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2017–2019 (USD MILLION) 140
TABLE 104 APAC: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2020–2026 (USD MILLION) 140
TABLE 105 ROW: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2017–2019 (USD MILLION) 140
TABLE 106 ROW: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2020–2026 (USD MILLION) 141
TABLE 107 AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2017–2019 (USD MILLION) 141
TABLE 108 AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2020–2026 (USD MILLION) 141
TABLE 109 MACHINE LEARNING IN CYBERSECURITY AI (CHIPSETS) MARKET,
BY SUBTYPE, 2017–2019 (USD MILLION) 142
TABLE 110 MACHINE LEARNING IN CYBERSECURITY AI (CHIPSETS) MARKET,
BY SUBTYPE, 2020–2026 (USD MILLION) 142
FIGURE 27 ANTIVIRUS/ANTIMALWARE TO HOLD THE LARGEST SHARE OF THE AI (CHIPSETS) MARKET FOR CYBERSECURITY IN 2020 143
TABLE 111 AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY APPLICATION, 2017–2019 (USD MILLION) 143
TABLE 112 AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY APPLICATION, 2020–2026 (USD MILLION) 144
9.7.1.1 Identity and access management (IAM) 144
9.7.1.2 Risk and compliance management 144
9.7.1.3 Encryption 145
9.7.1.4 Data loss prevention 145
9.7.1.5 Unified threat management 145
9.7.1.6 Antivirus/antimalware 145
9.7.1.7 Intrusion detection/prevention systems 145
9.7.1.8 Others 146
9.8 HUMAN RESOURCES 146
9.8.1 AI ADOPTION IN HR IS RESHAPING HOW COMPANIES OPERATE 146
TABLE 113 AI (CHIPSETS) MARKET FOR HR, BY REGION, 2017–2019 (USD MILLION) 146
TABLE 114 AI (CHIPSETS) MARKET FOR HR, BY REGION, 2020–2026 (USD MILLION) 147
TABLE 115 NORTH AMERICA: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2017–2019 (USD MILLION) 147
TABLE 116 NORTH AMERICA: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2020–2026 (USD MILLION) 147
TABLE 117 EUROPE: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2017–2019
(USD MILLION) 148
TABLE 118 EUROPE: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2020–2026
(USD MILLION) 148
TABLE 119 APAC: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2017–2019
(USD MILLION) 148
TABLE 120 APAC: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2020–2026
(USD MILLION) 149
TABLE 121 ROW: AI (CHIPSETS) MARKET FOR HR, BY REGION, 2017–2019
(USD MILLION) 149
TABLE 122 ROW: AI (CHIPSETS) MARKET FOR HR, BY REGION, 2020–2026
(USD MILLION) 149
TABLE 123 AI (CHIPSETS) MARKET FOR HR, BY TECHNOLOGY, 2017–2019
(USD MILLION) 149
TABLE 124 AI (CHIPSETS) MARKET FOR HR, BY TECHNOLOGY, 2020–2026
(USD MILLION) 150
TABLE 125 MACHINE LEARNING IN HR AI (CHIPSETS) MARKET, BY SUBTYPE,
2017–2019 (USD MILLION) 150
TABLE 126 MACHINE LEARNING IN HR AI (CHIPSETS) MARKET, BY SUBTYPE,
2020–2026 (USD MILLION) 150
FIGURE 28 APPLICANT TRACKING & ASSESSMENT TO GROW AT THE HIGHEST CAGR IN THE AI (CHIPSETS) MARKET FOR HR THROUGHOUT THE FORECAST PERIOD 151
TABLE 127 AI (CHIPSETS) MARKET FOR HR, BY APPLICATION, 2017–2019
(USD MILLION) 151
TABLE 128 AI (CHIPSETS) MARKET FOR HR, BY APPLICATION, 2020–2026
(USD MILLION) 152
9.8.1.1 Virtual assistant 152
9.8.1.2 Sentiment analysis 152
9.8.1.3 Scheduling group meetings and interviews 152
9.8.1.4 Personalized learning and development 152
9.8.1.5 Applicant tracking & assessment 153
9.8.1.6 Employee engagement 153
9.8.1.7 Resume analysis 153
9.9 MARKETING 153
9.9.1 AI HAS MAJOR APPLICATIONS IN MARKETING 153
TABLE 129 AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2017–2019
(USD MILLION) 154
TABLE 130 AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2020–2026
(USD MILLION) 154
TABLE 131 NORTH AMERICA: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2017–2019 (USD MILLION) 154
TABLE 132 NORTH AMERICA: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2020–2026 (USD MILLION) 155
TABLE 133 EUROPE: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY,
2017–2019 (USD MILLION) 155
TABLE 134 EUROPE: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY,
2020–2026 (USD MILLION) 155
TABLE 135 APAC: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2017–2019 (USD MILLION) 156
TABLE 136 APAC: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2020–2026 (USD MILLION) 156
TABLE 137 ROW: AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2017–2019 (USD MILLION) 156
TABLE 138 ROW: AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2020–2026 (USD MILLION) 157
TABLE 139 AI (CHIPSETS) MARKET FOR MARKETING, BY TECHNOLOGY, 2017–2019 (USD MILLION) 157
TABLE 140 AI (CHIPSETS) MARKET FOR MARKETING, BY TECHNOLOGY, 2020–2026 (USD MILLION) 157
TABLE 141 MACHINE LEARNING IN MARKETING AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION) 158
TABLE 142 MACHINE LEARNING IN MARKETING AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION) 158
FIGURE 29 AI (CHIPSETS) MARKET FOR VIRTUAL ASSISTANT TO GROW AT THE HIGHEST CAGR BETWEEN 2020 AND 2026 159
TABLE 143 AI (CHIPSETS) MARKET FOR MARKETING, BY APPLICATION, 2017–2019
(USD MILLION) 159
TABLE 144 AI (CHIPSETS) MARKET FOR MARKETING, BY APPLICATION, 2020–2026
(USD MILLION) 160
9.9.1.1 Social media advertising 160
9.9.1.2 Search advertising 160
9.9.1.3 Dynamic pricing 160
9.9.1.4 Virtual assistant 160
9.9.1.5 Content curation 161
9.9.1.6 Sales & marketing automation 161
9.9.1.7 Analytics platform 161
9.9.1.8 Others 161
9.10 LAW 161
9.10.1 AI IS BEING USED IN LAW TO INCREASE PRODUCTIVITY AND MARGINS 161
TABLE 145 AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2017–2019 (USD MILLION) 162
TABLE 146 AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2020–2026 (USD MILLION) 162
TABLE 147 NORTH AMERICA: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY,
2017–2019 (USD MILLION) 162
TABLE 148 NORTH AMERICA: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY,
2020–2026 (USD MILLION) 163
TABLE 149 EUROPE: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2017–2019
(USD MILLION) 163
TABLE 150 EUROPE: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2020–2026
(USD MILLION) 163
TABLE 151 APAC: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2017–2019
(USD MILLION) 164
TABLE 152 APAC: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2020–2026
(USD MILLION) 164
TABLE 153 ROW: AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2017–2019
(USD MILLION) 164
TABLE 154 ROW: AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2020–2026
(USD MILLION) 165
TABLE 155 AI (CHIPSETS) MARKET FOR LAW, BY TECHNOLOGY, 2017–2019
(USD MILLION) 165
TABLE 156 AI (CHIPSETS) MARKET FOR LAW, BY TECHNOLOGY, 2020–2026
(USD MILLION) 165
TABLE 157 MACHINE LEARNING IN LAW AI (CHIPSETS) MARKET, BY SUBTYPE,
2017–2019 (USD MILLION) 165
TABLE 158 MACHINE LEARNING IN LAW AI (CHIPSETS) MARKET, BY SUBTYPE,
2020–2026 (USD MILLION) 166
FIGURE 30 LEGAL RESEARCH TO HOLD THE LARGEST MARKET SHARE IN 2020 166
TABLE 159 AI (CHIPSETS) MARKET FOR LAW, BY APPLICATION, 2017–2019
(USD MILLION) 166
TABLE 160 AI (CHIPSETS) MARKET FOR LAW, BY APPLICATION, 2020–2026
(USD MILLION) 167
9.10.1.1 Ediscovery 167
9.10.1.2 Legal research 167
9.10.1.3 Contract analysis 167
9.10.1.4 Case prediction 167
9.10.1.5 Compliance 168
9.10.1.6 Others 168
9.11 FINTECH 168
9.11.1 AI IS USED IN FINTECH COMPANIES TO DESIGN INVESTMENT STRATEGIES 168
TABLE 161 AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2017–2019
(USD MILLION) 168
TABLE 162 AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2020–2026
(USD MILLION) 169
TABLE 163 NORTH AMERICA: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY,
2017–2019 (USD MILLION) 169
TABLE 164 NORTH AMERICA: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY,
2020–2026 (USD MILLION) 169
TABLE 165 EUROPE: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2017–2019 (USD MILLION) 170
TABLE 166 EUROPE: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2020–2026 (USD MILLION) 170
TABLE 167 APAC: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2017–2019
(USD MILLION) 170
TABLE 168 APAC: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2020–2026
(USD MILLION) 171
TABLE 169 ROW: AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2017–2019
(USD MILLION) 171
TABLE 170 ROW: AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2020–2026
(USD MILLION) 171
TABLE 171 AI (CHIPSETS) MARKET FOR FINTECH, BY TECHNOLOGY, 2017–2019
(USD MILLION) 171
TABLE 172 AI (CHIPSETS) MARKET FOR FINTECH, BY TECHNOLOGY, 2020–2026
(USD MILLION) 172
TABLE 173 MACHINE LEARNING IN FINTECH AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION) 172
TABLE 174 MACHINE LEARNING IN FINTECH AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION) 172
FIGURE 31 VIRTUAL ASSISTANT PROJECTED TO WITNESS THE FASTEST GROWTH BETWEEN 2020 AND 2026 173
TABLE 175 AI (CHIPSETS) MARKET FOR FINTECH, BY APPLICATION, 2017–2019
(USD MILLION) 173
TABLE 176 AI (CHIPSETS) MARKET FOR FINTECH, BY APPLICATION, 2020–2026
(USD MILLION) 173
9.11.1.1 Virtual assistant 174
9.11.1.2 Business analytics and reporting 174
9.11.1.3 Customer behavior analytics 174
9.11.1.4 Others 174
9.12 GOVERNMENT 175
9.12.1 GOVERNMENT BODIES ARE ADOPTING AI TO TACKLE CYBERTERRORISM 175
TABLE 177 AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2017–2019
(USD MILLION) 176
TABLE 178 AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2020–2026
(USD MILLION) 176
TABLE 179 NORTH AMERICA: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2017–2019 (USD MILLION) 176
TABLE 180 NORTH AMERICA: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2020–2026 (USD MILLION) 177
TABLE 181 EUROPE: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY,
2017–2019 (USD MILLION) 177
TABLE 182 EUROPE: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY,
2020–2026 (USD MILLION) 177
TABLE 183 APAC: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2017–2019 (USD MILLION) 178
TABLE 184 APAC: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2020–2026 (USD MILLION) 178
TABLE 185 ROW: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2017–2019 (USD MILLION) 178
TABLE 186 ROW: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2020–2026 (USD MILLION) 179
TABLE 187 AI (CHIPSETS) MARKET FOR GOVERNMENT, BY TECHNOLOGY, 2017–2019 (USD MILLION) 179
TABLE 188 AI (CHIPSETS) MARKET FOR GOVERNMENT, BY TECHNOLOGY, 2020–2026 (USD MILLION) 179
TABLE 189 MACHINE LEARNING IN GOVERNMENT AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION) 180
TABLE 190 MACHINE LEARNING IN GOVERNMENT AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION) 180
10 ARTIFICIAL INTELLIGENCE (CHIPSETS) MARKET, BY REGION 181
10.1 INTRODUCTION 182
FIGURE 32 RAPIDLY GROWING MARKETS SUCH AS CHINA, JAPAN, GERMANY, AND INDIA EMERGING AS NEW HOTSPOTS IN AI (CHIPSETS) MARKET 183
FIGURE 33 AI (CHIPSETS) MARKET IN APAC TO GROW AT HIGHEST CAGR FROM
2020 TO 2026 183
TABLE 191 AI (CHIPSETS) MARKET, BY REGION, 2017–2019 (USD MILLION) 184
TABLE 192 AI (CHIPSETS) MARKET, BY REGION, 2020–2026 (USD MILLION) 184
10.2 NORTH AMERICA 184
FIGURE 34 MARKET SNAPSHOT: NORTH AMERICA 185
TABLE 193 AI (CHIPSETS) MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2019
(USD MILLION) 186
TABLE 194 AI (CHIPSETS) MARKET IN NORTH AMERICA, BY COUNTRY, 2020–2026
(USD MILLION) 186
TABLE 195 AI (CHIPSETS) MARKET IN NORTH AMERICA, BY END-USER INDUSTRY,
2017–2019 (USD MILLION) 186
TABLE 196 AI (CHIPSETS) MARKET IN NORTH AMERICA, BY END-USER INDUSTRY,
2020–2026 (USD MILLION) 187
10.2.1 US 187
10.2.1.1 US is among the frontrunners in terms of adoption of AI in various end-user industries 187
10.2.2 CANADA 188
10.2.2.1 Government funding and extensive startup activities, especially in
AI, are supporting the growth of AI in the region 188
10.2.3 MEXICO 188
10.2.3.1 Increase in productivity and reduction in cost are leading to the adoption of AI in various end-use industries in Mexico 188
10.3 EUROPE 189
FIGURE 35 MARKET SNAPSHOT: EUROPE 190
TABLE 197 AI (CHIPSETS) MARKET IN EUROPE, BY COUNTRY, 2017–2019
(USD MILLION) 191
TABLE 198 AI (CHIPSETS) MARKET IN EUROPE, BY COUNTRY, 2020–2026
(USD MILLION) 191
TABLE 199 AI (CHIPSETS) MARKET IN EUROPE, BY END-USER INDUSTRY, 2017–2019 (USD MILLION) 192
TABLE 200 AI (CHIPSETS) MARKET IN EUROPE, BY END-USER INDUSTRY, 2020–2026 (USD MILLION) 192
10.3.1 UK 193
10.3.1.1 Increasing demand in healthcare is driving the market for AI chipsets in the UK 193
10.3.2 GERMANY 193
10.3.2.1 Implementation of big data in manufacturing plants has resulted in the adoption of AI-based solutions in Germany 193
10.3.3 FRANCE 194
10.3.3.1 Increased funding and rising AI startups are expected to proliferate
AI in France 194
10.3.4 ITALY 194
10.3.4.1 Cybersecurity threats are driving the adoption of AI 194
10.3.5 SPAIN 195
10.3.5.1 Cybersecurity is among emerging trends of AI in Spain 195
10.3.6 REST OF EUROPE 195

10.4 APAC 196
FIGURE 36 MARKET SNAPSHOT: ASIA PACIFIC 197
TABLE 201 AI (CHIPSETS) MARKET IN APAC, BY COUNTRY, 2017–2019 (USD MILLION) 198
TABLE 202 AI (CHIPSETS) MARKET IN APAC, BY COUNTRY, 2020–2026 (USD MILLION) 198
TABLE 203 AI (CHIPSETS) MARKET IN APAC, BY END-USER INDUSTRY, 2017–2019
(USD MILLION) 199
TABLE 204 AI (CHIPSETS) MARKET IN APAC, BY END-USER INDUSTRY, 2020–2026
(USD MILLION) 199
10.4.1 CHINA 200
10.4.1.1 The manufacturing sector in China is growing rapidly, resulting in the introduction of new robotics and big data technologies 200
10.4.2 JAPAN 200
10.4.2.1 Federal initiatives and presence of world-leading manufacturing companies are expected to boost the market in Japan 200
10.4.3 SOUTH KOREA 201
10.4.3.1 Increased spending on AI infrastructure is driving the market in
South Korea 201
10.4.4 INDIA 201
10.4.4.1 India is one of the promising regions for AI-based start-ups 201
10.4.5 REST OF APAC 202
10.5 REST OF THE WORLD 203
FIGURE 37 MARKET SNAPSHOT: REST OF THE WORLD 203
TABLE 205 AI (CHIPSETS) MARKET IN ROW, BY REGION, 2017–2019 (USD MILLION) 203
TABLE 206 AI (CHIPSETS) MARKET IN ROW, BY REGION, 2020–2026 (USD MILLION) 204
TABLE 207 AI (CHIPSETS) MARKET IN ROW, BY END-USER INDUSTRY, 2017–2019
(USD MILLION) 204
TABLE 208 AI (CHIPSETS) MARKET IN ROW, BY END-USER INDUSTRY, 2020–2026
(USD MILLION) 205
10.5.1 MIDDLE EAST AND AFRICA 205
10.5.1.1 Increased investment in information and communication technologies is driving the market in MEA 205
10.5.2 SOUTH AMERICA 206
10.5.2.1 South America invests heavily in IT services 206
11 COMPETITIVE LANDSCAPE 207
11.1 OVERVIEW 207
FIGURE 38 COMPANIES ADOPTED NEW PRODUCT DEVELOPMENTS AS THE KEY GROWTH STRATEGY BETWEEN 2017 AND 2020 208
11.2 MARKET RANKING ANALYSIS: AI (CHIPSETS) MARKET 209
TABLE 209 RANKING OF THE KEY COMPANIES IN THE AI (CHIPSETS) MARKET, 2019 209
11.3 MARKET SHARE ANALYSIS 211
TABLE 210 AI (CHIPSETS) MARKET SHARE ANALYSIS, 2019 211
11.4 COMPETITIVE LEADERSHIP MAPPING 212
11.4.1 VISIONARY LEADERS 212
11.4.2 DYNAMIC DIFFERENTIATORS 212
11.4.3 INNOVATORS 212
11.4.4 EMERGING COMPANIES 213
FIGURE 39 AI (CHIPSETS) MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019 213
11.5 COMPETITIVE SITUATION AND TRENDS 214
FIGURE 40 BATTLE FOR MARKET SHARE: NEW PRODUCT DEVELOPMENTS WERE A KEY STRATEGY BETWEEN 2017 AND 2020 214
11.5.1 NEW PRODUCT DEVELOPMENTS AND LAUNCHES 215
TABLE 211 NEW PRODUCT LAUNCHES AND DEVELOPMENTS, 2017–2020 215
11.5.2 COLLABORATIONS AND PARTNERSHIPS 218
TABLE 212 COLLABORATIONS AND PARTNERSHIPS, 2017–2020 218
11.5.3 ACQUISITIONS 221
TABLE 213 ACQUISITIONS, 2017–2020 221
12 COMPANY PROFILES 223
12.1 KEY PLAYERS 223
(Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MnM View)*
12.1.1 NVIDIA 223
FIGURE 41 NVIDIA: COMPANY SNAPSHOT 224
12.1.2 INTEL 230
FIGURE 42 INTEL: COMPANY SNAPSHOT 230
12.1.3 XILINX 234
FIGURE 43 XILINX: COMPANY SNAPSHOT 235
12.1.4 SAMSUNG 239
FIGURE 44 SAMSUNG: COMPANY SNAPSHOT 239
12.1.5 MICRON 244
FIGURE 45 MICRON: COMPANY SNAPSHOT 244
12.1.6 QUALCOMM TECHNOLOGIES 250
FIGURE 46 QUALCOMM TECHNOLOGIES: COMPANY SNAPSHOT 250
12.1.7 IBM 255
FIGURE 47 IBM CORPORATION: COMPANY SNAPSHOT 255
12.1.8 GOOGLE 261
FIGURE 48 GOOGLE: COMPANY SNAPSHOT 261
12.1.9 MICROSOFT 263
FIGURE 49 MICROSOFT: COMPANY SNAPSHOT 263
12.1.10 AMAZON WEB SERVICES (AWS) 266
FIGURE 50 AWS: COMPANY SNAPSHOT 266
* Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.
12.2 OTHER COMPANIES 270
12.2.1 AMD 270
12.2.2 GENERAL VISION 271
12.2.3 GRAPHCORE 271
12.2.4 MEDIATEK 272
12.2.5 HUAWEI TECHNOLOGIES 273
12.2.6 FUJITSU 274
12.2.7 WAVE COMPUTING 274
12.2.8 MYTHIC 275
12.2.9 ZERO ASIC 275
12.2.10 KONIKU 276
12.2.11 TENSTORRENT 276
12.2.12 SAMBANOVA 277
12.2.13 KALRAY 277
12.2.14 XMOS 278
12.2.15 GREENWAVES TECHNOLOGIES 278
13 APPENDIX 279
13.1 INSIGHTS FROM INDUSTRY EXPERTS 279
13.2 DISCUSSION GUIDE 280
13.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 284
13.4 AVAILABLE CUSTOMIZATIONS 286
13.5 RELATED REPORTS 286
13.6 AUTHOR DETAILS 288

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