Intelligent Process Automation (IPA) Market Forecasts to 2028 – Global Analysis By Data Type (Structured, Unstructured), Component (Services, Solutions), Deployment (Cloud, On-Premise), and By Geography
According to Stratistics MRC, the Global Intelligent Process Automation (IPA) Market is accounted for $8.35 billion in 2020 and is expected to reach $23.16 billion by 2028 growing at a CAGR of 13.6% during the forecast period. Rising investments in digital transformation, growing automation of enterprises across industry verticals, and increasing developments in connected devices are the major factors propelling the market growth. However, high initial cost of implementing IPA and lack of technical expertise are hampering the market growth.
Intelligent process automation (IPA) is an application technology. Its software is meant with extra features like AI and related new technologies that include cognitive automation, machine learning, and computer vision which are used for top volume handling and repeatable tasks. It is very helpful in improving business processes by reducing the human hand to help workers by eliminating repetitive, replicable, and routine tasks, and thus it improves the customer experience by simplified interactions and faster processes. Furthermore, this IPA helps in doing add an easy and better way within time and improves the efficiency and reaction time of the processes. Hence, it increases the worker’s performance, customer experience and reduces the operational risks. To design a replacement generation of hardware and software to automate industrial processes, a couple of factors like improvement in sensors, advances in machine learning techniques, and increasing computing power are helpful.
Based on technology, the machine and deep learning segment is estimated to have a lucrative growth due to the significant contribution of machine learning to extend efficiency and improve intelligent automation technologies. Moreover, this technology allows systems to review automatically, and therefore the main intention is to develop computer programs which will access the info and utilize it to find out from it.
By geography, Asia Pacific is going to have a lucrative growth during the forecast period due to the presence of rapidly growing economies, like China and India. Rapid economic development, globalization, digitalization, and therefore the increased adoption of cloud-based technologies are expected to drive the expansion of the intelligent automation market within the Asia Pacific region. Companies operating during this region enjoy flexible economic conditions, industrialization, and globalization-motivated policies of governments also because the expanding digitalization within the region.
Some of the key players profiled in the Intelligent Process Automation (IPA) Market include Accenture, Atos, Avasant, Blue Prism, Capgemini, CGI Group, Cognizant, Dell EMC Corp, Genpact, HCL Technologies, IBM, Infosys, Pegasystems, SAP SE, Syntel, Tata Consultancy Services, Tech Mahindra, Thoughtonomy, UiPath, Wipro, WorkFusion, and Xerox Corporation
Data Types Covered:
All the customers of this report will be entitled to receive one of the following free customization options:
Intelligent process automation (IPA) is an application technology. Its software is meant with extra features like AI and related new technologies that include cognitive automation, machine learning, and computer vision which are used for top volume handling and repeatable tasks. It is very helpful in improving business processes by reducing the human hand to help workers by eliminating repetitive, replicable, and routine tasks, and thus it improves the customer experience by simplified interactions and faster processes. Furthermore, this IPA helps in doing add an easy and better way within time and improves the efficiency and reaction time of the processes. Hence, it increases the worker’s performance, customer experience and reduces the operational risks. To design a replacement generation of hardware and software to automate industrial processes, a couple of factors like improvement in sensors, advances in machine learning techniques, and increasing computing power are helpful.
Based on technology, the machine and deep learning segment is estimated to have a lucrative growth due to the significant contribution of machine learning to extend efficiency and improve intelligent automation technologies. Moreover, this technology allows systems to review automatically, and therefore the main intention is to develop computer programs which will access the info and utilize it to find out from it.
By geography, Asia Pacific is going to have a lucrative growth during the forecast period due to the presence of rapidly growing economies, like China and India. Rapid economic development, globalization, digitalization, and therefore the increased adoption of cloud-based technologies are expected to drive the expansion of the intelligent automation market within the Asia Pacific region. Companies operating during this region enjoy flexible economic conditions, industrialization, and globalization-motivated policies of governments also because the expanding digitalization within the region.
Some of the key players profiled in the Intelligent Process Automation (IPA) Market include Accenture, Atos, Avasant, Blue Prism, Capgemini, CGI Group, Cognizant, Dell EMC Corp, Genpact, HCL Technologies, IBM, Infosys, Pegasystems, SAP SE, Syntel, Tata Consultancy Services, Tech Mahindra, Thoughtonomy, UiPath, Wipro, WorkFusion, and Xerox Corporation
Data Types Covered:
- Structured
- Unstructured
- Compliance
- Finance
- Legal
- Operations
- Services
- Solutions
- Small and Medium-sized Enterprises (SME)
- Large Enterprises
- Cognitive Technology
- Computer Vision
- Machine and Deep Learning
- Mini Bots
- Natural Language Processing
- Neural Networks
- Virtual Agents
- Cloud
- On-Premise
- Business Process Automation
- Application Management
- Enterprise Content Management
- Security
- Human Resource Management
- Incident Resolution
- Service Orchestration
- Business Process Management
- Customer Experience Management
- Business Intelligence and Analytics
- Enterprise Mobility
- Robotic Process Automation
- Information Technology (IT) Operations
- Banking, Financial Services, and Insurance (BFSI)
- Consumer Goods
- Defense
- Education
- Energy and Utilities
- Food & Beverage
- Government and Public Sector
- Healthcare and Life Sciences
- Manufacturing
- Media and Entertainment
- Retail and E-commerce
- Telecommunications and IT
- Transport and Logistics
- Travel and Hospitality
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2019, 2020, 2021, 2025, and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
1 EXECUTIVE SUMMARY
2 PREFACE
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 MARKET TREND ANALYSIS
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Technology Analysis
3.7 Application Analysis
3.8 End User Analysis
3.9 Emerging Markets
3.10 Impact of Covid-19
4 PORTERS FIVE FORCE ANALYSIS
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY DATA TYPE
5.1 Introduction
5.2 Structured
5.3 Unstructured
6 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY BUSINESS FUNCTION
6.1 Introduction
6.2 Compliance
6.3 Finance
6.4 Legal
6.5 Operations
7 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY COMPONENT
7.1 Introduction
7.2 Services
7.2.1 Professional Services
7.2.1.1 Advisory/Consulting
7.2.1.2 Design and Implementation
7.2.1.3 Support and Maintenance
7.2.1.4 Training
7.2.2 Managed Services
7.3 Solutions
7.3.1 Platforms
7.3.2 Software Tools
8 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY ORGANIZATION SIZE
8.1 Introduction
8.2 Small and Medium-sized Enterprises (SME)
8.3 Large Enterprises
9 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY TECHNOLOGY
9.1 Introduction
9.2 Cognitive Technology
9.3 Computer Vision
9.4 Machine and Deep Learning
9.5 Mini Bots
9.6 Natural Language Processing
9.7 Neural Networks
9.8 Virtual Agents
10 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY DEPLOYMENT
10.1 Introduction
10.2 Cloud
10.3 On-Premise
11 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY APPLICATION
11.1 Introduction
11.2 Business Process Automation
11.3 Application Management
11.4 Enterprise Content Management
11.5 Security
11.6 Human Resource Management
11.7 Incident Resolution
11.8 Service Orchestration
11.9 Business Process Management
11.10 Customer Experience Management
11.11 Business Intelligence and Analytics
11.12 Enterprise Mobility
11.13 Robotic Process Automation
11.14 Information Technology (IT) Operations
12 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY END USER
12.1 Introduction
12.2 Banking, Financial Services, and Insurance (BFSI)
12.3 Consumer Goods
12.4 Defense
12.5 Education
12.6 Energy and Utilities
12.7 Food & Beverage
12.8 Government and Public Sector
12.9 Healthcare and Life Sciences
12.10 Manufacturing
12.11 Media and Entertainment
12.12 Retail and E-commerce
12.13 Telecommunications and IT
12.14 Transport and Logistics
12.15 Travel and Hospitality
13 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY GEOGRAPHY
13.1 Introduction
13.2 North America
13.2.1 US
13.2.2 Canada
13.2.3 Mexico
13.3 Europe
13.3.1 Germany
13.3.2 UK
13.3.3 Italy
13.3.4 France
13.3.5 Spain
13.3.6 Rest of Europe
13.4 Asia Pacific
13.4.1 Japan
13.4.2 China
13.4.3 India
13.4.4 Australia
13.4.5 New Zealand
13.4.6 South Korea
13.4.7 Rest of Asia Pacific
13.5 South America
13.5.1 Argentina
13.5.2 Brazil
13.5.3 Chile
13.5.4 Rest of South America
13.6 Middle East & Africa
13.6.1 Saudi Arabia
13.6.2 UAE
13.6.3 Qatar
13.6.4 South Africa
13.6.5 Rest of Middle East & Africa
14 KEY DEVELOPMENTS
14.1 Agreements, Partnerships, Collaborations and Joint Ventures
14.2 Acquisitions & Mergers
14.3 New Product Launch
14.4 Expansions
14.5 Other Key Strategies
15 COMPANY PROFILING
15.1 Accenture
15.2 Atos
15.3 Avasant
15.4 Blue Prism
15.5 Capgemini
15.6 CGI Group
15.7 Cognizant
15.8 Dell EMC Corp
15.9 Genpact
15.10 HCL Technologies
15.11 IBM
15.12 Infosys
15.13 Pegasystems
15.14 SAP SE
15.15 Syntel
15.16 Tata Consultancy Services
15.17 Tech Mahindra
15.18 Thoughtonomy
15.19 UiPath
15.20 Wipro
15.21 WorkFusion
15.22 Xerox Corporation
2 PREFACE
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 MARKET TREND ANALYSIS
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Technology Analysis
3.7 Application Analysis
3.8 End User Analysis
3.9 Emerging Markets
3.10 Impact of Covid-19
4 PORTERS FIVE FORCE ANALYSIS
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY DATA TYPE
5.1 Introduction
5.2 Structured
5.3 Unstructured
6 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY BUSINESS FUNCTION
6.1 Introduction
6.2 Compliance
6.3 Finance
6.4 Legal
6.5 Operations
7 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY COMPONENT
7.1 Introduction
7.2 Services
7.2.1 Professional Services
7.2.1.1 Advisory/Consulting
7.2.1.2 Design and Implementation
7.2.1.3 Support and Maintenance
7.2.1.4 Training
7.2.2 Managed Services
7.3 Solutions
7.3.1 Platforms
7.3.2 Software Tools
8 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY ORGANIZATION SIZE
8.1 Introduction
8.2 Small and Medium-sized Enterprises (SME)
8.3 Large Enterprises
9 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY TECHNOLOGY
9.1 Introduction
9.2 Cognitive Technology
9.3 Computer Vision
9.4 Machine and Deep Learning
9.5 Mini Bots
9.6 Natural Language Processing
9.7 Neural Networks
9.8 Virtual Agents
10 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY DEPLOYMENT
10.1 Introduction
10.2 Cloud
10.3 On-Premise
11 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY APPLICATION
11.1 Introduction
11.2 Business Process Automation
11.3 Application Management
11.4 Enterprise Content Management
11.5 Security
11.6 Human Resource Management
11.7 Incident Resolution
11.8 Service Orchestration
11.9 Business Process Management
11.10 Customer Experience Management
11.11 Business Intelligence and Analytics
11.12 Enterprise Mobility
11.13 Robotic Process Automation
11.14 Information Technology (IT) Operations
12 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY END USER
12.1 Introduction
12.2 Banking, Financial Services, and Insurance (BFSI)
12.3 Consumer Goods
12.4 Defense
12.5 Education
12.6 Energy and Utilities
12.7 Food & Beverage
12.8 Government and Public Sector
12.9 Healthcare and Life Sciences
12.10 Manufacturing
12.11 Media and Entertainment
12.12 Retail and E-commerce
12.13 Telecommunications and IT
12.14 Transport and Logistics
12.15 Travel and Hospitality
13 GLOBAL INTELLIGENT PROCESS AUTOMATION (IPA) MARKET, BY GEOGRAPHY
13.1 Introduction
13.2 North America
13.2.1 US
13.2.2 Canada
13.2.3 Mexico
13.3 Europe
13.3.1 Germany
13.3.2 UK
13.3.3 Italy
13.3.4 France
13.3.5 Spain
13.3.6 Rest of Europe
13.4 Asia Pacific
13.4.1 Japan
13.4.2 China
13.4.3 India
13.4.4 Australia
13.4.5 New Zealand
13.4.6 South Korea
13.4.7 Rest of Asia Pacific
13.5 South America
13.5.1 Argentina
13.5.2 Brazil
13.5.3 Chile
13.5.4 Rest of South America
13.6 Middle East & Africa
13.6.1 Saudi Arabia
13.6.2 UAE
13.6.3 Qatar
13.6.4 South Africa
13.6.5 Rest of Middle East & Africa
14 KEY DEVELOPMENTS
14.1 Agreements, Partnerships, Collaborations and Joint Ventures
14.2 Acquisitions & Mergers
14.3 New Product Launch
14.4 Expansions
14.5 Other Key Strategies
15 COMPANY PROFILING
15.1 Accenture
15.2 Atos
15.3 Avasant
15.4 Blue Prism
15.5 Capgemini
15.6 CGI Group
15.7 Cognizant
15.8 Dell EMC Corp
15.9 Genpact
15.10 HCL Technologies
15.11 IBM
15.12 Infosys
15.13 Pegasystems
15.14 SAP SE
15.15 Syntel
15.16 Tata Consultancy Services
15.17 Tech Mahindra
15.18 Thoughtonomy
15.19 UiPath
15.20 Wipro
15.21 WorkFusion
15.22 Xerox Corporation
LIST OF TABLES
Table 1 Global Intelligent Process Automation (IPA) Market Outlook, By Region (2019-2028) ($MN)
Table 2 Global Intelligent Process Automation (IPA) Market Outlook, By Data Type (2019-2028) ($MN)
Table 3 Global Intelligent Process Automation (IPA) Market Outlook, By Structured (2019-2028) ($MN)
Table 4 Global Intelligent Process Automation (IPA) Market Outlook, By Unstructured (2019-2028) ($MN)
Table 5 Global Intelligent Process Automation (IPA) Market Outlook, By Business Function (2019-2028) ($MN)
Table 6 Global Intelligent Process Automation (IPA) Market Outlook, By Compliance (2019-2028) ($MN)
Table 7 Global Intelligent Process Automation (IPA) Market Outlook, By Finance (2019-2028) ($MN)
Table 8 Global Intelligent Process Automation (IPA) Market Outlook, By Legal (2019-2028) ($MN)
Table 9 Global Intelligent Process Automation (IPA) Market Outlook, By Operations (2019-2028) ($MN)
Table 10 Global Intelligent Process Automation (IPA) Market Outlook, By Component (2019-2028) ($MN)
Table 11 Global Intelligent Process Automation (IPA) Market Outlook, By Services (2019-2028) ($MN)
Table 12 Global Intelligent Process Automation (IPA) Market Outlook, By Professional Services (2019-2028) ($MN)
Table 13 Global Intelligent Process Automation (IPA) Market Outlook, By Managed Services (2019-2028) ($MN)
Table 14 Global Intelligent Process Automation (IPA) Market Outlook, By Solutions (2019-2028) ($MN)
Table 15 Global Intelligent Process Automation (IPA) Market Outlook, By Platforms (2019-2028) ($MN)
Table 16 Global Intelligent Process Automation (IPA) Market Outlook, By Software Tools (2019-2028) ($MN)
Table 17 Global Intelligent Process Automation (IPA) Market Outlook, By Organization Size (2019-2028) ($MN)
Table 18 Global Intelligent Process Automation (IPA) Market Outlook, By Small and Medium-sized Enterprises (SME) (2019-2028) ($MN)
Table 19 Global Intelligent Process Automation (IPA) Market Outlook, By Large Enterprises (2019-2028) ($MN)
Table 20 Global Intelligent Process Automation (IPA) Market Outlook, By Technology (2019-2028) ($MN)
Table 21 Global Intelligent Process Automation (IPA) Market Outlook, By Cognitive Technology (2019-2028) ($MN)
Table 22 Global Intelligent Process Automation (IPA) Market Outlook, By Computer Vision (2019-2028) ($MN)
Table 23 Global Intelligent Process Automation (IPA) Market Outlook, By Machine and Deep Learning (2019-2028) ($MN)
Table 24 Global Intelligent Process Automation (IPA) Market Outlook, By Mini Bots (2019-2028) ($MN)
Table 25 Global Intelligent Process Automation (IPA) Market Outlook, By Natural Language Processing (2019-2028) ($MN)
Table 26 Global Intelligent Process Automation (IPA) Market Outlook, By Neural Networks (2019-2028) ($MN)
Table 27 Global Intelligent Process Automation (IPA) Market Outlook, By Virtual Agents (2019-2028) ($MN)
Table 28 Global Intelligent Process Automation (IPA) Market Outlook, By Deployment (2019-2028) ($MN)
Table 29 Global Intelligent Process Automation (IPA) Market Outlook, By Cloud (2019-2028) ($MN)
Table 30 Global Intelligent Process Automation (IPA) Market Outlook, By On-Premise (2019-2028) ($MN)
Table 31 Global Intelligent Process Automation (IPA) Market Outlook, By Application (2019-2028) ($MN)
Table 32 Global Intelligent Process Automation (IPA) Market Outlook, By Business Process Automation (2019-2028) ($MN)
Table 33 Global Intelligent Process Automation (IPA) Market Outlook, By Application Management (2019-2028) ($MN)
Table 34 Global Intelligent Process Automation (IPA) Market Outlook, By Enterprise Content Management (2019-2028) ($MN)
Table 35 Global Intelligent Process Automation (IPA) Market Outlook, By Security (2019-2028) ($MN)
Table 36 Global Intelligent Process Automation (IPA) Market Outlook, By Human Resource Management (2019-2028) ($MN)
Table 37 Global Intelligent Process Automation (IPA) Market Outlook, By Incident Resolution (2019-2028) ($MN)
Table 38 Global Intelligent Process Automation (IPA) Market Outlook, By Service Orchestration (2019-2028) ($MN)
Table 39 Global Intelligent Process Automation (IPA) Market Outlook, By Business Process Management (2019-2028) ($MN)
Table 40 Global Intelligent Process Automation (IPA) Market Outlook, By Customer Experience Management (2019-2028) ($MN)
Table 41 Global Intelligent Process Automation (IPA) Market Outlook, By Business Intelligence and Analytics (2019-2028) ($MN)
Table 42 Global Intelligent Process Automation (IPA) Market Outlook, By Enterprise Mobility (2019-2028) ($MN)
Table 43 Global Intelligent Process Automation (IPA) Market Outlook, By Robotic Process Automation (2019-2028) ($MN)
Table 44 Global Intelligent Process Automation (IPA) Market Outlook, By Information Technology (IT) Operations (2019-2028) ($MN)
Table 45 Global Intelligent Process Automation (IPA) Market Outlook, By End User (2019-2028) ($MN)
Table 46 Global Intelligent Process Automation (IPA) Market Outlook, By Banking, Financial Services, and Insurance (BFSI) (2019-2028) ($MN)
Table 47 Global Intelligent Process Automation (IPA) Market Outlook, By Consumer Goods (2019-2028) ($MN)
Table 48 Global Intelligent Process Automation (IPA) Market Outlook, By Defense (2019-2028) ($MN)
Table 49 Global Intelligent Process Automation (IPA) Market Outlook, By Education (2019-2028) ($MN)
Table 50 Global Intelligent Process Automation (IPA) Market Outlook, By Energy and Utilities (2019-2028) ($MN)
Table 51 Global Intelligent Process Automation (IPA) Market Outlook, By Food & Beverage (2019-2028) ($MN)
Table 52 Global Intelligent Process Automation (IPA) Market Outlook, By Government and Public Sector (2019-2028) ($MN)
Table 53 Global Intelligent Process Automation (IPA) Market Outlook, By Healthcare and Life Sciences (2019-2028) ($MN)
Table 54 Global Intelligent Process Automation (IPA) Market Outlook, By Manufacturing (2019-2028) ($MN)
Table 55 Global Intelligent Process Automation (IPA) Market Outlook, By Media and Entertainment (2019-2028) ($MN)
Table 56 Global Intelligent Process Automation (IPA) Market Outlook, By Retail and E-commerce (2019-2028) ($MN)
Table 57 Global Intelligent Process Automation (IPA) Market Outlook, By Telecommunications and IT (2019-2028) ($MN)
Table 58 Global Intelligent Process Automation (IPA) Market Outlook, By Transport and Logistics (2019-2028) ($MN)
Table 59 Global Intelligent Process Automation (IPA) Market Outlook, By Travel and Hospitality (2019-2028) ($MN)
Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.
Table 1 Global Intelligent Process Automation (IPA) Market Outlook, By Region (2019-2028) ($MN)
Table 2 Global Intelligent Process Automation (IPA) Market Outlook, By Data Type (2019-2028) ($MN)
Table 3 Global Intelligent Process Automation (IPA) Market Outlook, By Structured (2019-2028) ($MN)
Table 4 Global Intelligent Process Automation (IPA) Market Outlook, By Unstructured (2019-2028) ($MN)
Table 5 Global Intelligent Process Automation (IPA) Market Outlook, By Business Function (2019-2028) ($MN)
Table 6 Global Intelligent Process Automation (IPA) Market Outlook, By Compliance (2019-2028) ($MN)
Table 7 Global Intelligent Process Automation (IPA) Market Outlook, By Finance (2019-2028) ($MN)
Table 8 Global Intelligent Process Automation (IPA) Market Outlook, By Legal (2019-2028) ($MN)
Table 9 Global Intelligent Process Automation (IPA) Market Outlook, By Operations (2019-2028) ($MN)
Table 10 Global Intelligent Process Automation (IPA) Market Outlook, By Component (2019-2028) ($MN)
Table 11 Global Intelligent Process Automation (IPA) Market Outlook, By Services (2019-2028) ($MN)
Table 12 Global Intelligent Process Automation (IPA) Market Outlook, By Professional Services (2019-2028) ($MN)
Table 13 Global Intelligent Process Automation (IPA) Market Outlook, By Managed Services (2019-2028) ($MN)
Table 14 Global Intelligent Process Automation (IPA) Market Outlook, By Solutions (2019-2028) ($MN)
Table 15 Global Intelligent Process Automation (IPA) Market Outlook, By Platforms (2019-2028) ($MN)
Table 16 Global Intelligent Process Automation (IPA) Market Outlook, By Software Tools (2019-2028) ($MN)
Table 17 Global Intelligent Process Automation (IPA) Market Outlook, By Organization Size (2019-2028) ($MN)
Table 18 Global Intelligent Process Automation (IPA) Market Outlook, By Small and Medium-sized Enterprises (SME) (2019-2028) ($MN)
Table 19 Global Intelligent Process Automation (IPA) Market Outlook, By Large Enterprises (2019-2028) ($MN)
Table 20 Global Intelligent Process Automation (IPA) Market Outlook, By Technology (2019-2028) ($MN)
Table 21 Global Intelligent Process Automation (IPA) Market Outlook, By Cognitive Technology (2019-2028) ($MN)
Table 22 Global Intelligent Process Automation (IPA) Market Outlook, By Computer Vision (2019-2028) ($MN)
Table 23 Global Intelligent Process Automation (IPA) Market Outlook, By Machine and Deep Learning (2019-2028) ($MN)
Table 24 Global Intelligent Process Automation (IPA) Market Outlook, By Mini Bots (2019-2028) ($MN)
Table 25 Global Intelligent Process Automation (IPA) Market Outlook, By Natural Language Processing (2019-2028) ($MN)
Table 26 Global Intelligent Process Automation (IPA) Market Outlook, By Neural Networks (2019-2028) ($MN)
Table 27 Global Intelligent Process Automation (IPA) Market Outlook, By Virtual Agents (2019-2028) ($MN)
Table 28 Global Intelligent Process Automation (IPA) Market Outlook, By Deployment (2019-2028) ($MN)
Table 29 Global Intelligent Process Automation (IPA) Market Outlook, By Cloud (2019-2028) ($MN)
Table 30 Global Intelligent Process Automation (IPA) Market Outlook, By On-Premise (2019-2028) ($MN)
Table 31 Global Intelligent Process Automation (IPA) Market Outlook, By Application (2019-2028) ($MN)
Table 32 Global Intelligent Process Automation (IPA) Market Outlook, By Business Process Automation (2019-2028) ($MN)
Table 33 Global Intelligent Process Automation (IPA) Market Outlook, By Application Management (2019-2028) ($MN)
Table 34 Global Intelligent Process Automation (IPA) Market Outlook, By Enterprise Content Management (2019-2028) ($MN)
Table 35 Global Intelligent Process Automation (IPA) Market Outlook, By Security (2019-2028) ($MN)
Table 36 Global Intelligent Process Automation (IPA) Market Outlook, By Human Resource Management (2019-2028) ($MN)
Table 37 Global Intelligent Process Automation (IPA) Market Outlook, By Incident Resolution (2019-2028) ($MN)
Table 38 Global Intelligent Process Automation (IPA) Market Outlook, By Service Orchestration (2019-2028) ($MN)
Table 39 Global Intelligent Process Automation (IPA) Market Outlook, By Business Process Management (2019-2028) ($MN)
Table 40 Global Intelligent Process Automation (IPA) Market Outlook, By Customer Experience Management (2019-2028) ($MN)
Table 41 Global Intelligent Process Automation (IPA) Market Outlook, By Business Intelligence and Analytics (2019-2028) ($MN)
Table 42 Global Intelligent Process Automation (IPA) Market Outlook, By Enterprise Mobility (2019-2028) ($MN)
Table 43 Global Intelligent Process Automation (IPA) Market Outlook, By Robotic Process Automation (2019-2028) ($MN)
Table 44 Global Intelligent Process Automation (IPA) Market Outlook, By Information Technology (IT) Operations (2019-2028) ($MN)
Table 45 Global Intelligent Process Automation (IPA) Market Outlook, By End User (2019-2028) ($MN)
Table 46 Global Intelligent Process Automation (IPA) Market Outlook, By Banking, Financial Services, and Insurance (BFSI) (2019-2028) ($MN)
Table 47 Global Intelligent Process Automation (IPA) Market Outlook, By Consumer Goods (2019-2028) ($MN)
Table 48 Global Intelligent Process Automation (IPA) Market Outlook, By Defense (2019-2028) ($MN)
Table 49 Global Intelligent Process Automation (IPA) Market Outlook, By Education (2019-2028) ($MN)
Table 50 Global Intelligent Process Automation (IPA) Market Outlook, By Energy and Utilities (2019-2028) ($MN)
Table 51 Global Intelligent Process Automation (IPA) Market Outlook, By Food & Beverage (2019-2028) ($MN)
Table 52 Global Intelligent Process Automation (IPA) Market Outlook, By Government and Public Sector (2019-2028) ($MN)
Table 53 Global Intelligent Process Automation (IPA) Market Outlook, By Healthcare and Life Sciences (2019-2028) ($MN)
Table 54 Global Intelligent Process Automation (IPA) Market Outlook, By Manufacturing (2019-2028) ($MN)
Table 55 Global Intelligent Process Automation (IPA) Market Outlook, By Media and Entertainment (2019-2028) ($MN)
Table 56 Global Intelligent Process Automation (IPA) Market Outlook, By Retail and E-commerce (2019-2028) ($MN)
Table 57 Global Intelligent Process Automation (IPA) Market Outlook, By Telecommunications and IT (2019-2028) ($MN)
Table 58 Global Intelligent Process Automation (IPA) Market Outlook, By Transport and Logistics (2019-2028) ($MN)
Table 59 Global Intelligent Process Automation (IPA) Market Outlook, By Travel and Hospitality (2019-2028) ($MN)
Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.
