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RPA and Hyperautomation Market by Component (Solution, Services), Business Function (IT, Operations & Supply Chain, and HR), Deployment Mode (Cloud, On-premises), Vertical (BFSI, IT & Telecom, and Manufacturing) and Region - Global Forecast to 2027
Market Report I 2022-06-10 I 314 Pages I MarketsandMarkets
The global RPA and Hyperautomation market size is to grow from USD 9.2 billion in 2022 to USD 26.0 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 23.1% during the forecast period. Robotic Process Automation (RPA) and hyperautomation were rising in digital transformation, with cost savings and rapid time to value through efficiency and scale (DX). Then came COVID-19, which threw digital transformation into disarray. For an extended period, executives were not prepared for an overnight transformation to 100 percent digital operations. Remote work, eCommerce, security, supply chain, and business processes and software were all vulnerable to crushing expectations, bottlenecks, and points of failure across the organization. Business continuity and stability became everyone's top priority suddenly.
The BFSI segment is expected to have the largest market size during the forecast period
In the BFSI industry, multiple systems are linked with each other by interfaces to enable the flow of transaction-related data. Automation solutions control and monitor these interfaces to ensure seamless transaction execution and fix workflows' bottlenecks. These solutions improve the accuracy and efficiency of various processes and assist in regulatory and compliance reporting by collating data from multiple systems and conducting validation checks to prepare information for detailed analysis. Most banks are increasingly deploying Hyperautomation solutions to enhance productivity, improve cost savings, and improve customer experience.
Among regions, APAC holds the highest CAGR during the forecast period
The market in the Asia Pacific is expected to grow at the highest CAGR during the forecast period. The RPA and Hyperautomation market in the Asia Pacific includes China, Japan, India, and other countries in the region. China, Japan, and India are among the major countries driving APAC's RPA and Hyperautomation market. SMEs and large enterprises in APAC have become more aware of government regulations and compliances and started proactively adopting RPA and Hyperautomation solutions. The adoption of AI technology by different verticals, such as the BFSI, manufacturing, and retail, is expected to be contributing to the high growth of the RPA and Hyperautomation market. Rapid economic development, globalization, digitalization, and the increased adoption of cloud-based technologies are expected to drive the growth of the RPA and Hyperautomation market in the Asia Pacific region.
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 Call Center AI Market.
- By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
- By Designation: C-Level Executives: 35%, D-Level Executives: 40%, and others: 25%
- By Region: North America: 45%, Asia Pacific: 30 %, Europe: 20%, and RoW: 5%
The report includes the study of key players offering RPA and Hyperautomation Market. The major vendors covered are as IBM (US), Microsoft (US), SAP (Germany), Alteryx (US), Appian (US), Juniper Networks (US), NICE (Israel), Zendesk (US), Pegasystems (US), Automation Anywhere (US), UiPath (US), ProcessMaker (US), SolveXia (Australia), PagerDuty (US), Celonis (US), Blue Prism (UK), Laserfiche (US), akaBot (Vietnam), HelpSystems (US), Decisions (US), Datamatics (US), Quale Infotech (India), Laiye (China), Rocketbot (Chile), ElectroNeek (US), Automate.io (US), AutomationEdge (US), Techforce.ai (US), Turbotic (Sweden), Simple Fractal (US), and G1ANT (England).
Research Coverage
The research study for the RPA and Hyperautomation Market involved extensive secondary sources, directories, and several journals, including the Journal of Intelligent Learning Systems and Applications, International Journal of Advanced Science and Technology, and International Research Journal of Engineering and Technology (IRJET). Primary sources were mainly industry experts from the core and related industries, preferred RPA and Hyperautomation solution providers, third-party service providers, consulting service providers, verticals, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market's prospects
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 RPA and Hyperautomation 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.
1 INTRODUCTION 45
1.1 OBJECTIVES OF THE STUDY 45
1.2 MARKET DEFINITION 45
1.2.1 INCLUSIONS AND EXCLUSIONS 45
1.3 MARKET SCOPE 47
1.3.1 MARKET SEGMENTATION 47
1.3.2 REGIONS COVERED 48
1.3.3 YEARS CONSIDERED FOR THE STUDY 48
1.4 CURRENCY CONSIDERED 48
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019-2021 49
1.5 STAKEHOLDERS 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 RPA AND HYPERAUTOMATION MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
TABLE 2 PRIMARY INTERVIEWS 51
2.1.2.1 Breakup of primary profiles 52
2.1.2.2 Key industry insights 52
2.2 MARKET BREAKUP AND DATA TRIANGULATION 53
FIGURE 2 DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 3 RPA AND HYPERAUTOMATION MARKET: TOP-DOWN AND
BOTTOM-UP APPROACHES 54
2.3.1 TOP-DOWN APPROACH 54
2.3.2 BOTTOM-UP APPROACH 55
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF THE RPA AND HYPERAUTOMATION MARKET 55
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES
OF THE RPA AND HYPERAUTOMATION MARKET 56
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES
OF THE RPA AND HYPERAUTOMATION MARKET 57
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF RPA AND HYPERAUTOMATION THROUGH OVERALL RPA AND HYPERAUTOMATION SPENDING 57
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2.4 MARKET FORECAST 58
TABLE 3 FACTOR ANALYSIS 58
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 59
FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 59
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 60
FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 60
2.7 ASSUMPTIONS FOR THE STUDY 61
2.8 LIMITATIONS OF THE STUDY 62
2.9 IMPLICATIONS OF COVID-19 ON RPA AND HYPERAUTOMATIONMARKET 63
FIGURE 10 QUARTERLY IMPACT OF COVID-19 DURING 2020-2021 63
3 EXECUTIVE SUMMARY 66
TABLE 4 GLOBAL RPA AND HYPERAUTOMATION MARKET SIZE AND GROWTH RATE, 2019-2021 (USD MILLION, Y-O-Y% ) 67
TABLE 5 GLOBAL RPA AND HYPERAUTOMATION MARKET SIZE AND GROWTH RATE, 2022-2027 (USD MILLION, Y-O-Y%) 68
FIGURE 11 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY COMPONENT 68
FIGURE 12 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY SOLUTION 68
FIGURE 13 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY SERVICE 69
FIGURE 14 RPA AND HYPERAUTOMATION MARKET SNAPSHOT,
BY PROFESSIONAL SERVICE 69
FIGURE 15 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY BUSINESS FUNCTION 69
FIGURE 16 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY DEPLOYMENT MODE 70
FIGURE 17 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY ORGANIZATION SIZE 70
FIGURE 18 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY VERTICAL 70
FIGURE 19 RPA AND HYPERAUTOMATION MARKET SNAPSHOT, BY REGION 71
4 PREMIUM INSIGHTS 72
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE RPA AND HYPERAUTOMATION MARKET 72
FIGURE 20 DIGITAL TRANSFORMATION WITH ADVANCED TECHNIQUES AND
SURGING DEMAND FOR AI, ML, AND ADVANCED ANALYTICS TECHNOLOGIES FOR ENHANCED BUSINESS OPERATIONS TO DRIVE THE GROWTH OF
THE RPA AND HYPERAUTOMATION MARKET 72
4.2 RPA AND HYPERAUTOMATION MARKET: TOP THREE BUSINESS FUNCTIONS 73
FIGURE 21 HUMAN RESOURCE SEGMENT TO GROW AT THE HIGHEST CAGR
DURING THE FORECAST PERIOD 73
4.3 RPA AND HYPERAUTOMATION MARKET: BY REGION 73
FIGURE 22 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2022 73
4.4 RPA AND HYPERAUTOMATION MARKET IN NORTH AMERICA, BY TOP THREE BUSINESS FUNCTION AND VERTICAL 74
FIGURE 23 IT BUSINESS FUNCTION AND BFSI VERTICAL TO ACCOUNT FOR THE HIGHEST SHARES IN THE RPA AND HYPERAUTOMATION MARKET IN 2022 74
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5 MARKET OVERVIEW AND INDUSTRY TRENDS 75
5.1 INTRODUCTION 75
5.2 MARKET DYNAMICS 75
FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
RPA AND HYPERAUTOMATION MARKET 75
5.2.1 DRIVERS 76
5.2.1.1 Digital transformation with advanced techniques 76
5.2.1.2 Surging demand for AI, ML, and advanced analytics technologies for enhanced business operations 76
5.2.1.3 Rising demand for automated solutions for business
continuity and planning 76
5.2.2 RESTRAINTS 76
5.2.2.1 Accounting for regulatory and enterprise constraints 76
5.2.2.2 Lack of skilled manpower in the Hyperautomation 77
5.2.2.3 High cost of investment 77
5.2.3 OPPORTUNITIES 77
5.2.3.1 Rise in demand for automation among key industries 77
5.2.3.2 Increase in return on investments 77
5.2.4 CHALLENGES 77
5.2.4.1 Identifying the right business processes to automate 77
5.2.4.2 Optimizing business processes prior to automation 78
5.3 COVID-19 MARKET OUTLOOK FOR RPA AND HYPERAUTOMATION MARKET 78
FIGURE 25 RPA AND HYPERAUTOMATION MARKET TO WITNESS MINIMAL
SLOWDOWN IN GROWTH IN 2020 79
5.3.1 CUMULATIVE GROWTH ANALYSIS 80
TABLE 6 RPA AND HYPERAUTOMATION MARKET: CUMULATIVE GROWTH ANALYSIS 80
5.4 INDUSTRY TRENDS 80
5.4.1 CASE STUDY 81
5.4.1.1 BFSI 81
5.4.1.1.1 Use case 1: Future-proofing a captive auto finance organization with Pegasystems 81
5.4.1.1.2 Use case 2: SolveXia helps IOOF to optimize and automate the preparation of their APRA returns 81
5.4.1.2 Retail and consumer goods 82
5.4.1.2.1 Use case 1: UiPath helps with RPA Frees Mercadinhos
Sao Luiz Employees to Focus on Store Customers 82
5.4.1.3 Energy and utilities 82
5.4.1.3.1 Use case 1: Water Plus adopted UiPath RPA for quick results for the customer benefits 82
5.4.1.4 Media and entertainment 83
5.4.1.4.1 Use case 1: Datamatics helps MullenLowe auto-summarize the lengthy articles 83
5.4.1.5 IT and telecom 83
5.4.1.5.1 Use case 1: Automation Anywhere helps Symantec to reduce manual processes 83
5.4.1.6 Healthcare and life sciences 84
5.4.1.6.1 Use case 1: Laiye built AI-powered conversational robot for AstraZeneca 84
5.4.2 REGULATORY LANDSCAPE 84
5.4.2.1 Regulatory bodies, government agencies, and other organizations 85
TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 85
TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 86
TABLE 10 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 11 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
5.5 RPA AND HYPERAUTOMATION: EVOLUTION 87
FIGURE 26 EVOLUTION: RPA AND HYPERAUTOMATION 87
5.6 VALUE CHAIN ANALYSIS 88
FIGURE 27 RPA AND HYPERAUTOMATION MARKET: VALUE CHAIN ANALYSIS 88
5.7 ECOSYSTEM 88
TABLE 12 RPA AND HYPERAUTOMATION MARKET ECOSYSTEM 88
5.8 PATENT ANALYSIS 90
FIGURE 28 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS 90
TABLE 13 TOP TWENTY PATENT OWNERS (UNITED STATES) 90
FIGURE 29 NUMBER OF PATENTS GRANTED IN A YEAR, 2012-2021 91
5.9 PRICING ANALYSIS 91
TABLE 14 AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION-BASED
RPA AND HYPERAUTOMATION 92
5.10 TECHNOLOGY ANALYSIS 92
5.10.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 92
5.10.2 NATURAL LANGUAGE GENERATION 92
5.10.3 OPTICAL CHARACTER RECOGNITION 93
5.10.4 CLOUD COMPUTING 93
5.11 TRENDS AND DISRUPTIONS IMPACTING BUYERS 93
FIGURE 30 REVENUE SHIFT FOR RPA AND HYPERAUTOMATION MARKET 93
5.12 KEY CONFERENCES & EVENTS IN 2022-2023 94
TABLE 15 RPA AND HYPERAUTOMATION MARKET: DETAILED LIST OF
CONFERENCES & EVENTS 94
5.13 PORTER'S FIVE FORCES ANALYSIS 95
TABLE 16 RPA AND HYPERAUTOMATION MARKET: PORTER'S FIVE FORCES MODEL 95
FIGURE 31 PORTER'S FIVE FORCES ANALYSIS: RPA AND HYPERAUTOMATION MARKET 96
5.13.1 THREAT OF NEW ENTRANTS 96
5.13.2 THREAT OF SUBSTITUTES 97
5.13.3 BARGAINING POWER OF BUYERS 97
5.13.4 BARGAINING POWER OF SUPPLIERS 97
5.13.5 RIVALRY AMONG EXISTING COMPETITORS 97
5.14 KEY STAKEHOLDERS & BUYING CRITERIA 98
5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 98
FIGURE 32 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR
TOP THREE VERTICAL 98
TABLE 17 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR
TOP THREE VERTICAL (%) 98
5.14.2 BUYING CRITERIA 99
FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICAL 99
TABLE 18 KEY BUYING CRITERIA FOR TOP THREE VERTICAL 99
6 RPA AND HYPERAUTOMATION MARKET, BY COMPONENT 100
6.1 INTRODUCTION 101
6.1.1 COMPONENTS: COVID-19 IMPACT 101
FIGURE 34 SERVICES SEGMENT TO GROW AT A HIGHER CAGR
DURING FORECAST PERIOD 101
TABLE 19 RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021(USD MILLION) 102
TABLE 20 RPA AND HYPERAUTOMATION MARKET, BY COMPOMENT,
2022-2027(USD MILLION) 102
6.2 SOLUTIONS 102
6.2.1 SOLUTIONS: RPA AND HYPERAUTOMATION MARKET DRIVERS 102
FIGURE 35 STANDALONE SOLUTION SEGMENT TO GROW AT A HIGHER CAGR
DURING FORECAST PERIOD 103
TABLE 21 RPA AND HYPERAUTOMATION MARKET, BY SOLUTION,
2019-2021(USD MILLION) 103
TABLE 22 RPA AND HYPERAUTOMATION MARKET, BY SOLUTION,
2022-2027(USD MILLION) 103
TABLE 23 SOLUTION: RPA AND HYPERAUTOMATION MARKET, BY REGION,
2019-2021(USD MILLION) 104
TABLE 24 SOLUTION: RPA AND HYPERAUTOMATION MARKET, BY REGION,
2022-2027(USD MILLION) 104
6.2.2 STANDALONE 104
6.2.3 INTERGATED 104
6.3 SERVICES 105
6.3.1 SERVICES: RPA AND HYPERAUTOMATION MARKET DRIVERS 105
FIGURE 36 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR
DURING THE FORECAST PERIOD 105
TABLE 25 RPA AND HYPERAUTOMATION MARKET, BY SERVICES,
2019-2021 (USD MILLION) 105
TABLE 26 RPA AND HYPERAUTOMATION MARKET, BY SERVICES,
2022-2027 (USD MILLION) 106
TABLE 27 SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION,
2019-2021 (USD MILLION) 106
TABLE 28 SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION,
2022-2027 (USD MILLION) 106
6.3.2 PROFESSIONAL SERVICES 106
FIGURE 37 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES SEGMENT TO
GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 107
TABLE 29 RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE,
2019-2021 (USD MILLION) 107
TABLE 30 RPA AND HYPERAUTOMATION MARKET, BY PROFESSIONAL SERVICE,
2022-2027 (USD MILLION) 107
TABLE 31 PROFESSIONAL SERVICES: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 108
TABLE 32 PROFESSIONAL SERVICES: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 108
6.3.2.1 Training & consulting 108
TABLE 33 TRAINING AND CONSULTING: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 109
TABLE 34 TRAINING AND CONSULTING: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 109
6.3.2.2 Support & maintenance 109
TABLE 35 SUPPORT & MAINTENANCE: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 110
TABLE 36 SUPPORT & MAINTENANCE: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 110
6.3.2.3 System integration & implementation 110
TABLE 37 SYSTEM INTEGRATION & IMPLEMENTATION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 110
TABLE 38 SYSTEM INTEGRATION AND IMPLEMENTATION: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 111
6.4 MANAGED SERVICES 111
TABLE 39 MANAGED SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 111
TABLE 40 MANAGED SERVICES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 112
7 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE 113
7.1 INTRODUCTION 114
7.1.1 DEPLOYMENT MODE: COVID-19 IMPACT 114
FIGURE 38 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING
THE FORECAST PERIOD 115
TABLE 41 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE,
2019-2021(USD MILLION) 115
TABLE 42 RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE,
2022-2027(USD MILLION) 115
7.2 ON-PREMISES 116
7.2.1 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 116
TABLE 43 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET, BY REGION,
2019-2021(USD MILLION) 116
TABLE 44 ON-PREMISES: RPA AND HYPERAUTOMATION MARKET SIZE, BY REGION, 2022-2027(USD MILLION) 116
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7.3 CLOUD 117
7.3.1 CLOUD: RPA AND HYPERAUTOMATION MARKET DRIVERS 117
TABLE 45 CLOUD: RPA AND HYPERAUTOMATION MARKET BY REGION,
2019-2021(USD MILLION) 117
TABLE 46 CLOUD: RPA AND HYPERAUTOMATION MARKET BY REGION,
2022-2027(USD MILLION) 117
8 RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE 118
8.1 INTRODUCTION 119
8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 119
FIGURE 39 LARGE ENTERPRISES TO HOLD A LARGER MARKET SIZE
DURING FORECAST PERIOD 119
TABLE 47 RPA AND HYPERAUTOMATION MARKET SIZE, BY ORGANIZATION SIZE,
2019-2021 (USD MILLION) 120
TABLE 48 RPA AND HYPERAUTOMATION MARKET SIZE, BY ORGANIZATION SIZE,
2022-2027 (USD MILLION) 120
8.2 LARGE ENTERPRISES 120
8.2.1 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 120
TABLE 49 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET SIZE,
BY REGION, 2019-2021 (USD MILLION) 121
TABLE 50 LARGE ENTERPRISES: RPA AND HYPERAUTOMATION MARKET SIZE,
BY REGION, 2022-2027 (USD MILLION) 121
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 121
8.3.1 SMALL ENTERPRISES: RPA AND HYPERAUTOMATION MARKET DRIVERS 122
TABLE 51 SMALL AND MEDIUM-SIZED ENTERPRISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 122
TABLE 52 SMALL AND MEDIUM-SIZED ENTERPRISES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 122
9 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION 123
9.1 INTRODUCTION 124
9.1.1 BUSINESS FUNCTIONS: COVID-19 IMPACT 124
FIGURE 40 IT BUSINESS FUNCTION TO LEAD THE RPA AND HYPERAUTOMATION MARKET DURING THE FORECAST PERIOD 124
TABLE 53 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION,
2019-2021 (USD MILLION) 125
TABLE 54 RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION,
2022-2027 (USD MILLION) 125
9.2 SALES & MARKETING 125
9.2.1 SALES AND MARKETING: RPA AND HYPERAUTOMATION MARKET DRIVERS 126
TABLE 55 SALES & MARKETING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 126
TABLE 56 SALES & MARKETING: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 126
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9.3 FINANCE & ACCOUNTING 126
9.3.1 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET DRIVERS 127
TABLE 57 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 127
TABLE 58 FINANCE & ACCOUNTING: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 127
9.4 HUMAN RESOURCES 128
9.4.1 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET DRIVERS 128
TABLE 59 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 128
TABLE 60 HUMAN RESOURCES: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 129
9.5 OPERATIONS & SUPPLY CHAIN 129
9.5.1 OPERATIONS&SUPPLY CHAIN: RPA AND HYPERAUTOMATION
MARKET DRIVERS 129
TABLE 61 OPERATIONS & SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 130
TABLE 62 OPERATIONS & SUPPLY CHAIN: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 130
9.6 INFORMATION TECHNOLOGY 130
9.6.1 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION
MARKET DRIVERS 130
TABLE 63 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 131
TABLE 64 INFORMATION TECHNOLOGY: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 131
10 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL 132
10.1 INTRODUCTION 133
10.1.1 VERTICAL: COVID-19 IMPACT 133
FIGURE 41 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 134
TABLE 65 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL,
2019-2021 (USD MILLION) 134
TABLE 66 RPA AND HYPERAUTOMATION MARKET, BY VERTICAL,
2022-2027 (USD MILLION) 135
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 135
10.2.1 BANKING, FINANCIAL SERVICES, AND INSURANCE:
RPA AND HYPERAUTOMATION MARKET DRIVERS 135
TABLE 67 BANKING, FINANCIAL SERVICES AND INSURANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 136
TABLE 68 BANKING, FINANCIAL SERVICES AND INSURANCE: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 136
10.2.2 BFSI APPLICATION 136
FIGURE 42 LENDING OPERATIONS SEGMENT TO GROW AT HIGHEST CAGR
DURING THE FORECAST PERIOD 137
TABLE 69 RPA AND HYPERAUTOMATION MARKET, BY BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATION, 2019-2021 (USD MILLION) 137
TABLE 70 RPA AND HYPERAUTOMATION MARKET, BY BANKING, FINANCIAL SERVICES, AND INSURANCE APPLICATION, 2022-2027 (USD MILLION) 137
10.2.2.1 Banking servicing 138
10.2.2.2 Payment operations 138
10.2.2.3 Lending operations 138
10.2.2.4 Other BFSI applications 138
10.3 IT & TELECOM 139
10.3.1 IT & TELECOM: RPA AND HYPERAUTOMATION MARKET DRIVERS 139
TABLE 71 IT & TELECOM: RPA AND HYPERAUTOMATION, BY REGION,
2019-2021 (USD MILLION) 139
TABLE 72 IT & TELECOM: RPA AND HYPERAUTOMATION, BY REGION,
2022-2027 (USD MILLION) 140
10.3.2 IT & TELECOM APPLICATION 140
FIGURE 43 INVOICE & PURCHASE ORDER PROCESSING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 140
TABLE 73 RPA AND HYPERAUTOMATION MARKET, BY IT & TELECOM APPLICATION, 2019-2021 (USD MILLION) 140
TABLE 74 RPA AND HYPERAUTOMATION MARKET, BY IT & TELECOM APPLICATION, 2022-2027 (USD MILLION) 141
10.3.2.1 Customer support 141
10.3.2.2 Network management 141
10.3.2.3 Invoice & purchase order processing 141
10.3.2.4 Other IT & telecom applications 142
10.4 RETAIL & CONSUMER GOODS 142
10.4.1 RETAIL&CONSUMER GOODS: RPA AND HYPERAUTOMATION
MARKET DRIVERS 142
TABLE 75 RETAIL & CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 142
TABLE 76 RETAIL & CONSUMER GOODS: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 143
10.4.2 RETAIL & CONSUMER GOODS APPLICATION 143
FIGURE 44 RISK MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING
THE FORECAST PERIOD 143
TABLE 77 RPA AND HYPERAUTOMATION MARKET, BY RETAIL & CONSUMER GOODS APPLICATION, 2019-2021 (USD MILLION) 144
TABLE 78 RPA AND HYPERAUTOMATION MARKET, BY RETAIL & CONSUMER GOODS APPLICATION, 2022-2027 (USD MILLION) 144
10.4.2.1 Order management 144
10.4.2.2 Inventory & warehouse management 144
10.4.2.3 Risk management 145
10.4.2.4 Other applications 145
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10.5 HEALTHCARE & LIFE SCIENCES 145
10.5.1 HEALTHCARE&LIFE SCIENCES: RPA AND HYPERAUTOMATION
MARKET DRIVERS 146
TABLE 79 HEALTHCARE & LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 146
TABLE 80 HEALTHCARE & LIFE SCIENCES: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 146
10.5.2 HEALTHCARE & LIFE SCIENCES APPLICATION 147
FIGURE 45 APPOINTMENT SCHEDULING SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD 147
TABLE 81 RPA AND HYPERAUTOMATION MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2019-2021 (USD MILLION) 147
TABLE 82 RPA AND HYPERAUTOMATION MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2022-2027 (USD MILLION) 147
10.5.2.1 Claims management 148
10.5.2.2 Reporting & analytics 148
10.5.2.3 Appointment scheduling 148
10.5.2.4 Other healthcare & life sciences applications 148
10.6 MANUFACTURING 149
10.6.1 MANUFACTURING: RPA AND HYPERAUTOMATION MARKET DRIVERS 149
TABLE 83 MANUFACTURING & LOGISTICS: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 149
TABLE 84 MANUFACTURING & LOGISTICS: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2022-2027 (USD MILLION) 150
10.6.2 MANUFACTURING APPLICATION 150
FIGURE 46 INVOICE PROCESSING SEGMENT TO GROW AT HIGHEST CAGR DURING
THE FORECAST PERIOD 150
TABLE 85 RPA AND HYPERAUTOMATION MARKET, BY MANUFACTURING APPLICATION, 2019-2021 (USD MILLION) 151
TABLE 86 RPA AND HYPERAUTOMATION MARKET, BY MANUFACTURING APPLICATION, 2022-2027 (USD MILLION) 151
10.6.2.1 Supply chain & inventory management 151
10.6.2.2 Risk & compliance management 151
10.6.2.3 Invoice processing 152
10.6.2.4 Other manufacturing applications 152
10.7 TRANSPORTATION & LOGISTICS 152
10.7.1 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION
MARKET DRIVERS 152
TABLE 87 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION MARKET,
BY REGION, 2019-2021 (USD MILLION) 153
TABLE 88 TRANSPORTATION & LOGISTICS: RPA AND HYPERAUTOMATION, BY REGION, 2022-2027 (USD MILLION) 153
10.7.2 TRANSPORTATION & LOGISTICS APPLICATION 154
FIGURE 47 WAREHOUSE MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR
DURING THE FORECAST PERIOD 154
TABLE 89 RPA AND HYPERAUTOMATION MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2019-2021 (USD MILLION) 154
TABLE 90 RPA AND HYPERAUTOMATION MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2022-2027 (USD MILLION) 154
10.7.2.1 Shipment scheduling & tracking 155
10.7.2.2 Procurement & inventory management 155
10.7.2.3 Warehouse management 155
10.7.2.4 other transportation & logistics applications 155
10.8 OTHER VERTICALS 155
TABLE 91 OTHER VERTICALS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2019-2021 (USD MILLION) 156
TABLE 92 OTHER VERTICALS: RPA AND HYPERAUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 156
11 RPA AND HYPERAUTOMATION MARKET, BY REGION 157
11.1 INTRODUCTION 158
FIGURE 48 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR THE
DURING FORECAST PERIOD 158
TABLE 93 RPA AND HYPERAUTOMATION MARKET, BY REGION,
2019-2021 (USD MILLION) 158
TABLE 94 RPA AND HYPERAUTOMATION MARKET, BY REGION,
2022-2027 (USD MILLION) 158
11.2 NORTH AMERICA 159
11.2.1 NORTH AMERICA: COVID-19 IMPACT 159
11.2.2 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET DRIVERS 159
11.2.3 NORTH AMERICA: REGULATORY IMPLICATIONS 160
11.2.3.1 Health Insurance Portability and Accountability Act (HIPAA) 160
11.2.3.2 Gramm-Leach-Bliley Act (GLB Act) 160
11.2.3.3 Health Information Technology for Economic and Clinical
Health (HITECH) Act 160
11.2.3.4 Sarbanes Oxley (SOX) Act 160
11.2.3.5 United States Securities and Exchange Commission (SEC) 161
11.2.3.6 California Consumer Privacy Act (CCPA) 161
11.2.3.7 Federal Information Security Management Act (FISMA) 161
11.2.3.8 Federal Information Processing Standards (NIST) 161
FIGURE 49 NORTH AMERICA: MARKET SNAPSHOT 162
TABLE 95 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019-2021 (USD MILLION) 163
TABLE 96 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022-2027 (USD MILLION) 163
TABLE 97 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019-2021 (USD MILLION) 163
TABLE 98 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022-2027 (USD MILLION) 163
TABLE 99 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2019-2021 (USD MILLION) 164
TABLE 100 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2022-2027 (USD MILLION) 164
TABLE 101 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2019-2021 (USD MILLION) 164
TABLE 102 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2022-2027 (USD MILLION) 164
TABLE 103 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY BUSINESS FUNCTION, 2019-2021 (USD MILLION) 165
TABLE 104 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY BUSINESS FUNCTION, 2022-2027 (USD MILLION) 165
TABLE 105 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2019-2021 (USD MILLION) 165
TABLE 106 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) 165
TABLE 107 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2019-2021 (USD MILLION) 166
TABLE 108 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) 166
TABLE 109 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019-2021 (USD MILLION) 166
TABLE 110 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022-2027 (USD MILLION) 167
TABLE 111 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019-2021 (USD MILLION) 167
TABLE 112 NORTH AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 167
11.2.4 UNITED STATES 168
11.2.4.1 Rapid growth in technological innovations and the need for
RPA and Hyperautomation to drive market growth 168
TABLE 113 UNITED STATES: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019-2021 (USD MILLION) 168
TABLE 114 UNITED STATES: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022-2027 (USD MILLION) 168
11.2.5 CANADA 169
11.2.5.1 Adoption of automation-based technologies to drive
market growth in Canada 169
TABLE 115 CANADA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS,
2019-2021 (USD MILLION) 169
TABLE 116 CANADA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS,
2022-2027 (USD MILLION) 169
11.3 EUROPE 169
11.3.1 EUROPE: COVID-19 IMPACT 170
11.3.2 EUROPE: RPA AND HYPERAUTOMATION MARKET DRIVERS 170
11.3.3 EUROPE: REGULATIONS 170
11.3.3.1 European Market Infrastructure Regulation (EMIR) 170
11.3.3.2 General Data Protection Regulation (GDPR) 170
11.3.3.3 European Committee for Standardization (CEN) 171
11.3.3.4 European Technical Standards Institute (ETSI) 171
TABLE 117 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 171
TABLE 118 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 171
TABLE 119 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION,
2019-2021 (USD MILLION) 171
TABLE 120 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION,
2022-2027 (USD MILLION) 172
TABLE 121 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SERVICE,
2019-2021 (USD MILLION) 172
TABLE 122 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY SERVICE,
2022-2027 (USD MILLION) 172
TABLE 123 EUROPE: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2019-2021 (USD MILLION) 172
TABLE 124 EUROPE: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2022-2027 (USD MILLION) 173
TABLE 125 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2019-2021 (USD MILLION) 173
TABLE 126 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD MILLION) 173
TABLE 127 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2019-2021 (USD MILLION) 174
TABLE 128 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) 174
TABLE 129 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2019-2021 (USD MILLION) 174
TABLE 130 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) 174
TABLE 131 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL,
2019-2021 (USD MILLION) 175
TABLE 132 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL,
2022-2027 (USD MILLION) 175
TABLE 133 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY,
2019-2021 (USD MILLION) 175
TABLE 134 EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY,
2022-2027 (USD MILLION) 176
11.3.4 UNITED KINGDOM 176
11.3.4.1 Increased investments and presence of major RPA vendors to drive market growth 176
TABLE 135 UNITED KINGDOM: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019-2021 (USD MILLION) 176
TABLE 136 UNITED KINGDOM: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022-2027 (USD MILLION) 177
11.3.5 GERMANY 177
11.3.5.1 Technological advancements and increased adoption of
RPA solutions to drive market growth 177
TABLE 137 GERMANY: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 177
TABLE 138 GERMANY: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 177
?
11.3.6 FRANCE 178
11.3.6.1 Significant demand for RPA and Hyperautomation solutions in various sectors to drive market growth 178
TABLE 139 FRANCE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 178
TABLE 140 FRANCE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 178
11.3.7 REST OF EUROPE 178
TABLE 141 REST OF EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019-2021 (USD MILLION) 179
TABLE 142 REST OF EUROPE: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022-2027 (USD MILLION) 179
11.4 ASIA PACIFIC 179
11.4.1 ASIA PACIFIC: COVID-19 IMPACT 180
11.4.2 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET DRIVERS 180
11.4.3 ASIA PACIFIC: REGULATIONS 180
11.4.3.1 Privacy Commissioner for Personal Data (PCPD) 180
11.4.3.2 Act on the Protection of Personal Information (APPI) 181
11.4.3.3 Critical Information Infrastructure (CII) 181
11.4.3.4 International Organization for Standardization (ISO) 27001 181
11.4.3.5 Personal Data Protection Act (PDPA) 181
FIGURE 50 ASIA PACIFIC: MARKET SNAPSHOT 182
TABLE 143 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2019-2021 (USD MILLION) 183
TABLE 144 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COMPONENTS, 2022-2027 (USD MILLION) 183
TABLE 145 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION,
2019-2021 (USD MILLION) 183
TABLE 146 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION,
2022-2027 (USD MILLION) 183
TABLE 147 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SERVICES,
2019-2021 (USD MILLION) 184
TABLE 148 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY SERVICES,
2022-2027 (USD MILLION) 184
TABLE 149 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2019-2021 (USD MILLION) 184
TABLE 150 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2022-2027 (USD MILLION) 184
TABLE 151 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY BUSINESS FUNCTION, 2019-2021 (USD MILLION) 185
TABLE 152 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY BUSINESS FUNCTION, 2022-2027 (USD MILLION) 185
TABLE 153 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2019-2021 (USD MILLION) 185
TABLE 154 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) 185
TABLE 155 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2019-2021 (USD MILLION) 186
TABLE 156 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) 186
TABLE 157 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL,
2019-2021 (USD MILLION) 186
TABLE 158 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL,
2022-2027 (USD MILLION) 187
TABLE 159 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY,
2019-2021 (USD MILLION) 187
TABLE 160 ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY,
2022-2027 (USD MILLION) 187
11.4.4 CHINA 188
11.4.4.1 Increased investment by the government in adopting new technologies to drive market growth 188
TABLE 161 CHINA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 188
TABLE 162 CHINA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 188
11.4.5 INDIA 189
11.4.5.1 Increased adoption of AI-based technologies and the need for automating business processes to drive market growth 189
TABLE 163 INDIA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 189
TABLE 164 INDIA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 189
11.4.6 JAPAN 190
11.4.6.1 Advanced infrastructure and government investments in the latest technologies to drive market growth 190
TABLE 165 JAPAN: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 190
TABLE 166 JAPAN: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 190
11.4.7 REST OF ASIA PACIFIC 190
TABLE 167 REST OF ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2019-2021 (USD MILLION) 191
TABLE 168 REST OF ASIA PACIFIC: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2022-2027 (USD MILLION) 191
11.5 MIDDLE EAST & AFRICA 191
11.5.1 MIDDLE EAST & AFRICA: COVID-19 IMPACT 191
11.5.2 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET DRIVERS 192
11.5.3 MIDDLE EAST & AFRICA: REGULATIONS 192
11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 192
11.5.3.2 Cloud Computing Framework (CCF) 192
11.5.3.3 GDPR Applicability in the KSA 193
11.5.3.4 Protection of Personal Information (POPI) Act 193
TABLE 169 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2019-2021 (USD MILLION) 193
TABLE 170 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2022-2027 (USD MILLION) 193
TABLE 171 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY SOLUTION, 2019-2021 (USD MILLION) 194
TABLE 172 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY SOLUTION, 2022-2027 (USD MILLION) 194
TABLE 173 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2019-2021 (USD MILLION) 194
TABLE 174 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE, 2022-2027 (USD MILLION) 194
TABLE 175 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2019-2021 (USD MILLION) 195
TABLE 176 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2022-2027 (USD MILLION) 195
TABLE 177 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY CHANNEL MODE, 2019-2021 (USD MILLION) 195
TABLE 178 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY CHANNEL MODE, 2022-2027 (USD MILLION) 196
TABLE 179 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2019-2021 (USD MILLION) 196
TABLE 180 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) 196
TABLE 181 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2019-2021 (USD MILLION) 196
TABLE 182 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) 197
TABLE 183 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY VERTICAL, 2019-2021 (USD MILLION) 197
TABLE 184 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY VERTICAL, 2022-2027 (USD MILLION) 197
TABLE 185 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY COUNTRY, 2019-2021 (USD MILLION) 198
TABLE 186 MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY COUNTRY, 2022-2027 (USD MILLION) 198
11.5.4 KINGDOM OF SAUDI ARABIA 198
11.5.4.1 Growing penetration of new technologies to drive market growth 198
TABLE 187 KINGDOM OF SAUDI ARABIA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2019-2021 (USD MILLION) 199
TABLE 188 KINGDOM OF SAUDI ARABIA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2022-2027 (USD MILLION) 199
11.5.5 UNITED ARAB EMIRATES 199
11.5.5.1 Growing policies and regulations to drive market growth 199
TABLE 189 UNITED ARAB EMIRATES: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2019-2021 (USD MILLION) 199
TABLE 190 UNITED ARAB EMIRATES: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2022-2027 (USD MILLION) 200
?
11.5.6 SOUTH AFRICA 200
11.5.6.1 Growing penetration of new technologies to drive market growth 200
TABLE 191 SOUTH AFRICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019-2021 (USD MILLION) 200
TABLE 192 SOUTH AFRICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022-2027 (USD MILLION) 200
11.5.7 REST OF MIDDLE EAST & AFRICA 201
TABLE 193 REST OF MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2019-2021 (USD MILLION) 201
TABLE 194 REST OF MIDDLE EAST & AFRICA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2022-2027 (USD MILLION) 201
11.6 LATIN AMERICA 201
11.6.1 LATIN AMERICA: COVID-19 IMPACT 202
11.6.2 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET DRIVERS 202
11.6.3 LATIN AMERICA: REGULATIONS 202
11.6.3.1 Brazil Data Protection Law 202
11.6.3.2 Federal Law on Protection of Personal Data Held by Individuals 203
TABLE 195 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2019-2021 (USD MILLION) 203
TABLE 196 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT, 2022-2027 (USD MILLION) 203
TABLE 197 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2019-2021 (USD MILLION) 204
TABLE 198 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SOLUTION, 2022-2027 (USD MILLION) 204
TABLE 199 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE,
2019-2021 (USD MILLION) 204
TABLE 200 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY SERVICE,
2022-2027 (USD MILLION) 204
TABLE 201 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2019-2021 (USD MILLION) 205
TABLE 202 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY PROFESSIONAL SERVICE, 2022-2027 (USD MILLION) 205
TABLE 203 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY BUSINESS FUNCTION, 2019-2021 (USD MILLION) 205
TABLE 204 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY BUSINESS FUNCTION, 2022-2027 (USD MILLION) 206
TABLE 205 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2019-2021 (USD MILLION) 206
TABLE 206 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) 206
TABLE 207 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2019-2021 (USD MILLION) 206
TABLE 208 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) 207
TABLE 209 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2019-2021 (USD MILLION) 207
TABLE 210 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY VERTICAL, 2022-2027 (USD MILLION) 207
TABLE 211 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2019-2021 (USD MILLION) 208
TABLE 212 LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 208
11.6.4 BRAZIL 208
11.6.4.1 Increasing adoption of digital technology and advancement of
the country to drive market growth 208
TABLE 213 BRAZIL: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 208
TABLE 214 BRAZIL: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 209
11.6.5 MEXICO 209
11.6.5.1 Government awareness toward making digitally advanced country to drive market growth 209
TABLE 215 MEXICO: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2019-2021 (USD MILLION) 209
TABLE 216 MEXICO: RPA AND HYPERAUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 209
11.6.6 REST OF LATIN AMERICA 210
TABLE 217 REST OF LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2019-2021 (USD MILLION) 210
TABLE 218 REST OF LATIN AMERICA: RPA AND HYPERAUTOMATION MARKET,
BY COMPONENT, 2022-2027 (USD MILLION) 210
12 COMPETITIVE LANDSCAPE 211
12.1 OVERVIEW 211
12.2 KEY PLAYER STRATEGIES 211
TABLE 219 OVERVIEW OF STRATEGIES ADOPTED BY KEY RPA AND
HYPERAUTOMATION VENDORS 211
12.3 REVENUE ANALYSIS 213
12.3.1 HISTORICAL REVENUE ANALYSIS 213
FIGURE 51 REVENUE ANALYSIS OF TOP FIVE LEADING PLAYERS, 2019-2021 213
12.4 MARKET SHARE ANALYSIS 214
FIGURE 52 MARKET SHARE ANALYSIS FOR KEY COMPANIES 214
TABLE 220 RPA AND HYPERAUTOMATION MARKET: DEGREE OF COMPETITION 215
12.5 MARKET EVALUATION FRAMEWORK 215
FIGURE 53 MARKET EVALUATION FRAMEWORK: EXPANSIONS AND CONSOLIDATIONS IN THE RPA AND HYPERAUTOMATION MARKET BETWEEN 2019-2022 216
12.6 COMPANY EVALUATION QUADRANT 216
12.6.1 STAR 216
12.6.2 EMERGING LEADER 216
12.6.3 PERVASIVE 217
12.6.4 PARTICIPANT 217
FIGURE 54 RPA AND HYPERAUTOMATION MARKET: COMPANY
EVALUATION QUADRANT, 2022 217
12.7 COMPETITIVE BENCHMARKING 218
12.7.1 COMPANY PRODUCT FOOTPRINT 218
FIGURE 55 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN
THE RPA AND HYPERAUTOMATION MARKET 218
FIGURE 56 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN
THE RPA AND HYPERAUTOMATION MARKET 219
TABLE 221 COMPANY OFFERING FOOTPRINT 220
TABLE 222 COMPANY REGION FOOTPRINT 221
TABLE 223 RPA AND HYPERAUTOMATION: COMPETITIVE BENCHMARKING
OF KEY PLAYERS 222
12.8 STARTUP/SME EVALUATION QUADRANT 223
12.8.1 PROGRESSIVE COMPANIES 223
12.8.2 RESPONSIVE COMPANIES 223
12.8.3 DYNAMIC COMPANIES 223
12.8.4 STARTING BLOCKS 223
FIGURE 57 RPA AND HYPERAUTOMATION MARKET, STARTUP/SME
EVALUATION QUADRANT 224
12.9 STARTUP/SME COMPETITIVE BENCHMARKING 225
12.9.1 COMPANY PRODUCT FOOTPRINT 225
FIGURE 58 PRODUCT PORTFOLIO ANALYSIS OF STARTUP/SME IN
THE RPA AND HYPERAUTOMATION MARKET 225
FIGURE 59 BUSINESS STRATEGY EXCELLENCE OF STARTUP/SME IN
THE RPA AND HYPERAUTOMATION MARKET 225
TABLE 224 STARTUP/SME COMPANY OFFERING FOOTPRINT 226
TABLE 225 STARTUP/SME COMPANY REGION FOOTPRINT 226
TABLE 226 RPA AND HYPERAUTOMATION MARKET: DETAILED LIST OF KEY STARTUPS/SMES 227
TABLE 227 RPA AND HYPERAUTOMATION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 227
12.10 COMPETITIVE SCENARIO AND TRENDS 228
12.10.1 NEW PRODUCT LAUNCHES 228
TABLE 228 NEW SERVICE/PRODUCT LAUNCHES, 2017-2021 229
12.10.2 DEALS 232
TABLE 229 DEALS, 2019-2022 232
13 COMPANY PROFILES 240
13.1 INTRODUCTION 240
(Business Overview, Products/Solutions/Services Offered, Recent Developments, COVID-19-related developments, and MnM View)*
13.2 IBM 240
TABLE 230 IBM: BUSINESS OVERVIEW 240
FIGURE 60 IBM: COMPANY SNAPSHOT 241
TABLE 231 IBM: PRODUCTS OFFERED 241
TABLE 232 IBM: SERVICES OFFERED 242
TABLE 233 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 242
TABLE 234 IBM: DEALS 243
13.3 SAP 245
TABLE 235 SAP: BUSINESS OVERVIEW 245
FIGURE 61 SAP: COMPANY SNAPSHOT 246
TABLE 236 SAP: PRODUCTS OFFERED 246
TABLE 237 SAP: SERVICES OFFERED 247
TABLE 238 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 247
TABLE 239 SAP: DEALS 248
13.4 ALTERYX 251
TABLE 240 ALTERYX: BUSINESS OVERVIEW 251
FIGURE 62 ALTERYX: COMPANY SNAPSHOT 252
TABLE 241 ALTERYX: PRODUCTS OFFERED 252
TABLE 242 ALTERYX: SERVICES OFFERED 253
TABLE 243 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS 253
TABLE 244 ALTERYX: DEALS 254
13.5 JUNIPER NETWORKS 256
TABLE 245 JUNIPER NETWORKS: BUSINESS OVERVIEW 256
FIGURE 63 JUNIPER NETWORKS: COMPANY SNAPSHOT 257
TABLE 246 JUNIPER NETWORKS: PRODUCTS OFFERED 257
TABLE 247 JUNIPER NETWORKS: SERVICES OFFERED 258
TABLE 248 JUNIPER NETWORKS: PRODUCT LAUNCHES AND ENHANCEMENTS 258
TABLE 249 JUNIPER NETWORKS: DEALS 259
13.6 APPIAN 261
TABLE 250 APPIAN: BUSINESS OVERVIEW 261
FIGURE 64 APPIAN: COMPANY SNAPSHOT 262
TABLE 251 APPIAN: PRODUCTS OFFERED 262
TABLE 252 APPIAN: PRODUCT LAUNCHES AND ENHANCEMENTS 263
TABLE 253 APPIAN: DEALS 263
13.7 MICROSOFT 266
TABLE 254 MICROSOFT: BUSINESS OVERVIEW 266
FIGURE 65 MICROSOFT: COMPANY SNAPSHOT 267
TABLE 255 MICROSOFT: PRODUCT/SOLUTIONS/SERVICES OFFERED 267
TABLE 256 MICROSOFT: PRODUCT LAUNCHES 268
TABLE 257 MICROSOFT: DEALS 268
13.8 NICE 270
TABLE 258 NICE: BUSINESS OVERVIEW 270
FIGURE 66 NICE: COMPANY SNAPSHOT 271
TABLE 259 NICE: PRODUCT/SOLUTIONS/SERVICES OFFERED 271
TABLE 260 NICE: PRODUCT LAUNCHES 272
TABLE 261 NICE: DEALS 272
13.9 ZENDESK 275
TABLE 262 ZENDESK: BUSINESS OVERVIEW 275
FIGURE 67 ZENDESK: COMPANY SNAPSHOT 275
TABLE 263 ZENDESK: PRODUCT/SOLUTIONS/SERVICES OFFERED 276
TABLE 264 ZENDESK: PRODUCT LAUNCHES 276
13.9.4 ZENDESK: COVID-19 DEVELOPMENT 276
13.10 PEGASYSTEMS 278
TABLE 265 PEGA: BUSINESS OVERVIEW 278
FIGURE 68 PEGA: COMPANY SNAPSHOT 279
TABLE 266 PEGA: PRODUCT/SOLUTIONS/SERVICES OFFERED 279
TABLE 267 PEGA: PRODUCT LAUNCHES 280
TABLE 268 PEGA: DEALS 280
13.10.4 PEGA: COVID-19 DEVELOPMENT 280
13.11 AUTOMATION ANYWHERE 282
TABLE 269 AUTOMATION ANYWHERE: BUSINESS OVERVIEW 282
TABLE 270 AUTOMATION ANYWHERE: PRODUCTS OFFERED 282
TABLE 271 AUTOMATION ANYWHERE: SERVICES OFFERED 283
TABLE 272 AUTOMATION ANYWHERE: PRODUCT LAUNCHES AND ENHANCEMENTS 283
TABLE 273 AUTOMATION ANYWHERE: DEALS 283
13.12 UIPATH 285
TABLE 274 UIPATH: BUSINESS OVERVIEW 285
TABLE 275 UIPATH: PRODUCTS OFFERED 285
TABLE 276 UIPATH: DEALS 286
13.13 PROCESSMAKER 287
TABLE 277 PROCESSMAKER: BUSINESS OVERVIEW 287
TABLE 278 PROCESSMAKER: PRODUCTS OFFERED 287
TABLE 279 PROCESSMAKER: SERVICES OFFERED 287
TABLE 280 PROCESSMAKER: DEALS 288
13.14 SOLVEXIA 289
TABLE 281 SOLVEXIA: BUSINESS OVERVIEW 289
TABLE 282 SOLVEXIA: PRODUCTS OFFERED 289
TABLE 283 SOLVEXIA: SERVICES OFFERED 289
TABLE 284 SOLVEXIA: DEALS 290
13.15 PAGERDUTY 291
13.16 CELONIS 291
13.17 BLUE PRISM 292
13.18 LASERFICHE 293
13.19 AKABOT 293
13.20 HELPSYSTEMS 294
13.21 DECISIONS 294
13.22 DATAMATICS 295
?
13.23 SMES/ STARTUPS 295
13.23.1 QUALE INFOTECH 295
13.23.2 LAIYE 296
13.23.3 ROCKETBOT 296
13.23.4 ELECTRONEEK 297
13.23.5 AUTOMATE.IO 297
13.23.6 AUTOMATIONEDGE 298
13.23.7 TECHFORCE.AI 298
13.23.8 TURBOTIC 299
13.23.9 SIMPLE FRACTAL 299
13.23.10 G1ANT 300
* Business Overview, Products/Solutions/Services Offered, Recent Developments, COVID-19-related developments, and MnM View might not be captured in case of unlisted companies.
14 ADJACENT AND RELATED MARKETS 301
14.1 INTRODUCTION 301
14.2 INTELLIGENT PROCESS AUTOMATION MARKET - GLOBAL FORECAST TO 2027 301
14.2.1 MARKET DEFINITION 301
14.2.2 MARKET OVERVIEW 301
14.2.2.1 Intelligent process automation market, by component 302
TABLE 285 INTELLIGENT PROCESS AUTOMATION MARKET, BY COMPONENT,
2016-2021 (USD MILLION) 302
TABLE 286 INTELLIGENT PROCESS AUTOMATION MARKET, BY COMPONENT,
2022-2027 (USD MILLION) 302
14.2.2.2 Intelligent process automation market, by application 302
TABLE 287 INTELLIGENT PROCESS AUTOMATION MARKET, BY APPLICATION,
2016-2021 (USD MILLION) 303
TABLE 288 INTELLIGENT PROCESS AUTOMATION MARKET, BY APPLICATION,
2022-2027 (USD MILLION) 303
14.2.2.3 Intelligent process automation market, by business function 303
TABLE 289 INTELLIGENT PROCESS AUTOMATION MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD MILLION) 304
TABLE 290 INTELLIGENT PROCESS AUTOMATION MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD MILLION) 304
14.2.2.4 Intelligent process automation market, by deployment mode 304
TABLE 291 INTELLIGENT PROCESS AUTOMATION MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION) 304
TABLE 292 INTELLIGENT PROCESS AUTOMATION MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) 305
14.2.2.5 Intelligent process automation market, by organization size 305
TABLE 293 INTELLIGENT PROCESS AUTOMATION MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION) 305
TABLE 294 INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) 305
?
14.2.2.6 Intelligent process automation market, by vertical 306
TABLE 295 INTELLIGENT PROCESS AUTOMATION MARKET, BY VERTICAL,
2016-2021 (USD MILLION) 306
TABLE 296 INTELLIGENT PROCESS AUTOMATION MARKET, BY VERTICAL,
2022-2027 (USD MILLION) 306
14.2.2.7 Intelligent process automation market, by region 307
TABLE 297 INTELLIGENT PROCESS AUTOMATION MARKET, BY REGION,
2016-2021 (USD MILLION) 307
TABLE 298 INTELLIGENT PROCESS AUTOMATION MARKET, BY REGION,
2022-2027 (USD MILLION) 307
14.3 ADVANCED ANALYTICS MARKET - GLOBAL FORECAST TO 2026 308
14.3.1 MARKET DEFINITION 308
14.3.2 MARKET OVERVIEW 308
14.3.2.1 Advanced analytics market, by component 308
TABLE 299 ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT,
2016-2020 (USD MILLION) 309
TABLE 300 ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT,
2021-2026 (USD MILLION) 309
14.3.2.2 Advanced analytics market, by business function 309
TABLE 301 ADVANCED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION,
2016-2020 (USD MILLION) 309
TABLE 302 ADVANCED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION,
2021-2026 (USD MILLION) 310
14.3.2.3 Advanced analytics market, by type 310
TABLE 303 ADVANCED ANALYTICS MARKET SIZE, BY TYPE, 2016-2020 (USD MILLION) 310
TABLE 304 ADVANCED ANALYTICS MARKET SIZE, BY TYPE, 2021-2026 (USD MILLION) 311
14.3.2.4 Advanced analytics market, by deployment mode 311
TABLE 305 ADVANCED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2016-2020 (USD MILLION) 311
TABLE 306 ADVANCED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021-2026 (USD MILLION) 312
14.3.2.5 Advanced analytics market, by organization size 312
TABLE 307 ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2016-2020 (USD MILLION) 312
TABLE 308 ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021-2026 (USD MILLION) 313
14.3.2.6 Advanced analytics market, by vertical 313
TABLE 309 ADVANCED ANALYTICS MARKET SIZE, BY VERTICAL,
2016-2020 (USD MILLION) 313
TABLE 310 ADVANCED ANALYTICS MARKET SIZE, BY VERTICAL,
2021-2026 (USD MILLION) 314
14.3.2.7 Advanced analytics market, by region 314
TABLE 311 ADVANCED ANALYTICS MARKET SIZE, BY REGION,
2016-2020 (USD MILLION) 314
TABLE 312 ADVANCED ANALYTICS MARKET SIZE, BY REGION,
2021-2026 (USD MILLION) 315
15 APPENDIX 316
15.1 INDUSTRY EXPERTS 316
15.2 DISCUSSION GUIDE 317
15.3 KNOWLEDGE STORE: MARKETSANDMARKETS SUBSCRIPTION PORTAL 323
15.4 AVAILABLE CUSTOMIZATIONS 325
15.5 RELATED REPORTS 325
15.6 AUTHOR DETAILS 326
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