Global Cognitive Process Automation Market Size, Share & Industry Trends Analysis Report By Application, By Vertical, By Services, By Type (Intelligent Process Automation, and Robotic Process Automation), By Regional Outlook and Forecast, 2023 - 2030

Global Cognitive Process Automation Market Size, Share & Industry Trends Analysis Report By Application, By Vertical, By Services, By Type (Intelligent Process Automation, and Robotic Process Automation), By Regional Outlook and Forecast, 2023 - 2030


The Global Cognitive Process Automation Market size is expected to reach $26.9 billion by 2030, rising at a market growth of 24.9% CAGR during the forecast period.

The implementation of cognitive process automation in biometrics applications has been growing widely. Therefore, the biometrics segment would generate approximately 1/5th share of the market by 2030. The biometrics segment relates to using cognitive automation techniques in biometrics, emphasizing segmenting or categorizing people according to their biometric traits or characteristics. This might entail creating AI-powered systems that analyze and interpret biometric data to group people into various categories, facilitating more precise & effective identification, authentication, or access control procedures. Some of the factors impacting the market are the adoption and creation of self-learning conversational chatbots, growing acceptance of advanced technologies such as Cloud, AI and ML, and the need of high initial investments.

RPA, chatbots, and other forms of digital assistants are just a few examples of intelligent bots proliferating throughout the data ecosystem. Several major players are leveraging AI and RPA technologies to create chatbots. A new virtual chatbot assistant called RPA Engage was introduced by RPA Labs in June 2021, for instance. In addition, several public and private organizations are investing in developing conversational RPA chatbots for process automation. These elements are further predicted to support the growth of market. Moreover, to manage complex data & information and automate business processes, the demand for RPA solutions is increasing across organizations. Leading key players are fusing cutting-edge technologies to automate their business processes, including cloud, AI, machine learning, and cognitive technologies. The expansion of the market is also anticipated to be fueled by the rising use of cloud computing platform as a service (PaaS), infrastructure as a service (IaaS), and software as a service (SaaS) offering. As a result, RPA capabilities are enhanced by growing adoption of advanced technologies. These factors are predicted to support the market to grow.

However, the licensing, installation, and setup costs associated with using cognitive process automation technology in industries are significant. Therefore, installing technologies that require a significant upfront investment is not advantageous for small and medium-sized businesses. It requires a skilled workforce that can operate the systems, and regular maintenance is also required; all of these factors increase input costs and function as a barrier to market growth.

Application Outlook

On the basis of application, the market is bifurcated into machine learning, natural language processing, pattern identification, biometrics, optical character recognition and others. The natural language processing segment recorded a remarkable revenue share in the market in 2022. By utilizing natural language processing in virtual agents, companies can streamline and automate customer support processes, lower costs, and provide a more individualized and efficient customer experience. Language translation capabilities in cognitive process automation can facilitate multilingual customer interactions, provide real-time translation services, or enhance communication in global business operations.

Services Outlook

Based on services, the market is classified into finance, procurement, HR, and IT operations. In 2022, the finance segment witnessed the largest revenue share in the market. Cognitive process automation can help with the quicker and more precise processing of customer requests like loan approvals, account openings, and credit assessments. Automation enhances customer satisfaction levels by speeding up data processing and improving data accuracy. The segment's growth is fueled by the expanding use of cognitive process automation to identify and stop fraud in financial transactions.

Vertical Outlook

By vertical, the market is divided into BFSI, IT & telecommunication, transportation & logistics, retail & e-commerce, media & entertainment, manufacturing, healthcare & life sciences, energy & utilities, and others. The retail & e-commerce segment covered a considerable revenue share in the market in 2022. Cognitive automation can transform the e-commerce & online retail industries. By automating routine tasks, businesses may free up their personnel to concentrate on more vital responsibilities, like customer service and product development. This can decrease costs and boost profits for businesses.

Type Outlook

By type, the market is segmented into robotic process automation and intelligent process automation. The robotic process automation segment covered a considerable revenue share in the market. The segment’s growth is anticipated to be influenced by several variables, such as the expanding need to optimize operations for higher productivity and maximum return, the integration of cutting-edge technologies, and shifting business processes across organizations. With the use of RPA bots, activities can be finished more quickly and precisely by simulating human interactions with user interfaces.

Regional Outlook

Region wise, the market is analyzed across North America, Europe, Asia-Pacific and LAMEA. In 2022, the Asia-Pacific region acquired a significant revenue share in the market. Rapid and extensive digitization in the Asia-Pacific region has raised interest in automation and AI technology. Organizations are implementing cognitive process automation to increase productivity, reduce expenses, and streamline operations. This market continues to be on the verge of growth as crucial tech hubs in the Asia Pacific region, like China, India, Japan, and South Korea, actively invest in AI research, development, and enabling innovation.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Altair Engineering, Inc. (IMG COMPANIES, LLC.), Alteryx, Inc., Hitachi Vantara LLC (Hitachi Ltd.), IBM Corporation, Oracle Corporation, SAS Institute, Inc., TIBCO (The Information Bus Company) Software. Inc., Teradata Corporation, Datameer, Inc., DataRobot, Inc.

Scope of the Study

Market Segments covered in the Report:

By Application
  • Machine Learning
  • Pattern Identification
  • Biometrics
  • Natural Language Processing
  • Optical Character Recognition & Others
By Vertical
  • BFSI
  • Manufacturing
  • IT & Telecommunication
  • Retail & E-commerce
  • Transportation & Logistics
  • Media & Entertainment
  • Healthcare & Life Sciences
  • Energy & Utilities
  • Others
By Services
  • Finance
  • Procurement
  • HR
  • IT Operations
By Type
  • Intelligent Process Automation
  • Robotic Process Automation
By Geography
  • North America
  • US
  • Canada
  • Mexico
  • Rest of North America
  • Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
  • LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA
Companies Profiled
  • Altair Engineering, Inc. (IMG COMPANIES, LLC.)
  • Alteryx, Inc.
  • Hitachi Vantara LLC (Hitachi Ltd.)
  • IBM Corporation
  • Oracle Corporation
  • SAS Institute, Inc.
  • TIBCO (The Information Bus Company) Software. Inc.
  • Teradata Corporation
  • Datameer, Inc.
  • DataRobot, Inc.
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Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Cognitive Process Automation Market, by Application
1.4.2 Global Cognitive Process Automation Market, by Vertical
1.4.3 Global Cognitive Process Automation Market, by Services
1.4.4 Global Cognitive Process Automation Market, by Type
1.4.5 Global Cognitive Process Automation Market, by Geography
1.5 Methodology for the research
Chapter 2. Market At a Glance
2.1 Key Highlight
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
Chapter 4. Competition Analysis - Global
4.1 Market Share Analysis, 2022
4.2 Porter Five Forces Analysis
Chapter 5. Global Cognitive Process Automation Market by Application
5.1 Global Machine Learning Market by Region
5.2 Global Pattern Identification Market by Region
5.3 Global Biometrics Market by Region
5.4 Global Natural Language Processing Market by Region
5.5 Global Optical Character Recognition & Others Market by Region
Chapter 6. Global Cognitive Process Automation Market by Vertical
6.1 Global BFSI Market by Region
6.2 Global Manufacturing Market by Region
6.3 Global IT & Telecommunication Market by Region
6.4 Global Retail & E-commerce Market by Region
6.5 Global Transportation & Logistics Market by Region
6.6 Global Media & Entertainment Market by Region
6.7 Global Healthcare & Life Sciences Market by Region
6.8 Global Energy & Utilities Market by Region
6.9 Global Others Market by Region
Chapter 7. Global Cognitive Process Automation Market by Services
7.1 Global Finance Market by Region
7.2 Global Procurement Market by Region
7.3 Global HR Market by Region
7.4 Global IT Operations Market by Region
Chapter 8. Global Cognitive Process Automation Market by Type
8.1 Global Intelligent Process Automation Market by Region
8.2 Global Robotic Process Automation Market by Region
Chapter 9. Global Cognitive Process Automation Market by Region
9.1 North America Cognitive Process Automation Market
9.1.1 North America Cognitive Process Automation Market by Application
9.1.1.1 North America Machine Learning Market by Country
9.1.1.2 North America Pattern Identification Market by Country
9.1.1.3 North America Biometrics Market by Country
9.1.1.4 North America Natural Language Processing Market by Country
9.1.1.5 North America Optical Character Recognition & Others Market by Country
9.1.2 North America Cognitive Process Automation Market by Vertical
9.1.2.1 North America BFSI Market by Country
9.1.2.2 North America Manufacturing Market by Country
9.1.2.3 North America IT & Telecommunication Market by Country
9.1.2.4 North America Retail & E-commerce Market by Country
9.1.2.5 North America Transportation & Logistics Market by Country
9.1.2.6 North America Media & Entertainment Market by Country
9.1.2.7 North America Healthcare & Life Sciences Market by Country
9.1.2.8 North America Energy & Utilities Market by Country
9.1.2.9 North America Others Market by Country
9.1.3 North America Cognitive Process Automation Market by Services
9.1.3.1 North America Finance Market by Country
9.1.3.2 North America Procurement Market by Country
9.1.3.3 North America HR Market by Country
9.1.3.4 North America IT Operations Market by Country
9.1.4 North America Cognitive Process Automation Market by Type
9.1.4.1 North America Intelligent Process Automation Market by Country
9.1.4.2 North America Robotic Process Automation Market by Country
9.1.5 North America Cognitive Process Automation Market by Country
9.1.5.1 US Cognitive Process Automation Market
9.1.5.1.1 US Cognitive Process Automation Market by Application
9.1.5.1.2 US Cognitive Process Automation Market by Vertical
9.1.5.1.3 US Cognitive Process Automation Market by Services
9.1.5.1.4 US Cognitive Process Automation Market by Type
9.1.5.2 Canada Cognitive Process Automation Market
9.1.5.2.1 Canada Cognitive Process Automation Market by Application
9.1.5.2.2 Canada Cognitive Process Automation Market by Vertical
9.1.5.2.3 Canada Cognitive Process Automation Market by Services
9.1.5.2.4 Canada Cognitive Process Automation Market by Type
9.1.5.3 Mexico Cognitive Process Automation Market
9.1.5.3.1 Mexico Cognitive Process Automation Market by Application
9.1.5.3.2 Mexico Cognitive Process Automation Market by Vertical
9.1.5.3.3 Mexico Cognitive Process Automation Market by Services
9.1.5.3.4 Mexico Cognitive Process Automation Market by Type
9.1.5.4 Rest of North America Cognitive Process Automation Market
9.1.5.4.1 Rest of North America Cognitive Process Automation Market by Application
9.1.5.4.2 Rest of North America Cognitive Process Automation Market by Vertical
9.1.5.4.3 Rest of North America Cognitive Process Automation Market by Services
9.1.5.4.4 Rest of North America Cognitive Process Automation Market by Type
9.2 Europe Cognitive Process Automation Market
9.2.1 Europe Cognitive Process Automation Market by Application
9.2.1.1 Europe Machine Learning Market by Country
9.2.1.2 Europe Pattern Identification Market by Country
9.2.1.3 Europe Biometrics Market by Country
9.2.1.4 Europe Natural Language Processing Market by Country
9.2.1.5 Europe Optical Character Recognition & Others Market by Country
9.2.2 Europe Cognitive Process Automation Market by Vertical
9.2.2.1 Europe BFSI Market by Country
9.2.2.2 Europe Manufacturing Market by Country
9.2.2.3 Europe IT & Telecommunication Market by Country
9.2.2.4 Europe Retail & E-commerce Market by Country
9.2.2.5 Europe Transportation & Logistics Market by Country
9.2.2.6 Europe Media & Entertainment Market by Country
9.2.2.7 Europe Healthcare & Life Sciences Market by Country
9.2.2.8 Europe Energy & Utilities Market by Country
9.2.2.9 Europe Others Market by Country
9.2.3 Europe Cognitive Process Automation Market by Services
9.2.3.1 Europe Finance Market by Country
9.2.3.2 Europe Procurement Market by Country
9.2.3.3 Europe HR Market by Country
9.2.3.4 Europe IT Operations Market by Country
9.2.4 Europe Cognitive Process Automation Market by Type
9.2.4.1 Europe Intelligent Process Automation Market by Country
9.2.4.2 Europe Robotic Process Automation Market by Country
9.2.5 Europe Cognitive Process Automation Market by Country
9.2.5.1 Germany Cognitive Process Automation Market
9.2.5.1.1 Germany Cognitive Process Automation Market by Application
9.2.5.1.2 Germany Cognitive Process Automation Market by Vertical
9.2.5.1.3 Germany Cognitive Process Automation Market by Services
9.2.5.1.4 Germany Cognitive Process Automation Market by Type
9.2.5.2 UK Cognitive Process Automation Market
9.2.5.2.1 UK Cognitive Process Automation Market by Application
9.2.5.2.2 UK Cognitive Process Automation Market by Vertical
9.2.5.2.3 UK Cognitive Process Automation Market by Services
9.2.5.2.4 UK Cognitive Process Automation Market by Type
9.2.5.3 France Cognitive Process Automation Market
9.2.5.3.1 France Cognitive Process Automation Market by Application
9.2.5.3.2 France Cognitive Process Automation Market by Vertical
9.2.5.3.3 France Cognitive Process Automation Market by Services
9.2.5.3.4 France Cognitive Process Automation Market by Type
9.2.5.4 Russia Cognitive Process Automation Market
9.2.5.4.1 Russia Cognitive Process Automation Market by Application
9.2.5.4.2 Russia Cognitive Process Automation Market by Vertical
9.2.5.4.3 Russia Cognitive Process Automation Market by Services
9.2.5.4.4 Russia Cognitive Process Automation Market by Type
9.2.5.5 Spain Cognitive Process Automation Market
9.2.5.5.1 Spain Cognitive Process Automation Market by Application
9.2.5.5.2 Spain Cognitive Process Automation Market by Vertical
9.2.5.5.3 Spain Cognitive Process Automation Market by Services
9.2.5.5.4 Spain Cognitive Process Automation Market by Type
9.2.5.6 Italy Cognitive Process Automation Market
9.2.5.6.1 Italy Cognitive Process Automation Market by Application
9.2.5.6.2 Italy Cognitive Process Automation Market by Vertical
9.2.5.6.3 Italy Cognitive Process Automation Market by Services
9.2.5.6.4 Italy Cognitive Process Automation Market by Type
9.2.5.7 Rest of Europe Cognitive Process Automation Market
9.2.5.7.1 Rest of Europe Cognitive Process Automation Market by Application
9.2.5.7.2 Rest of Europe Cognitive Process Automation Market by Vertical
9.2.5.7.3 Rest of Europe Cognitive Process Automation Market by Services
9.2.5.7.4 Rest of Europe Cognitive Process Automation Market by Type
9.3 Asia Pacific Cognitive Process Automation Market
9.3.1 Asia Pacific Cognitive Process Automation Market by Application
9.3.1.1 Asia Pacific Machine Learning Market by Country
9.3.1.2 Asia Pacific Pattern Identification Market by Country
9.3.1.3 Asia Pacific Biometrics Market by Country
9.3.1.4 Asia Pacific Natural Language Processing Market by Country
9.3.1.5 Asia Pacific Optical Character Recognition & Others Market by Country
9.3.2 Asia Pacific Cognitive Process Automation Market by Vertical
9.3.2.1 Asia Pacific BFSI Market by Country
9.3.2.2 Asia Pacific Manufacturing Market by Country
9.3.2.3 Asia Pacific IT & Telecommunication Market by Country
9.3.2.4 Asia Pacific Retail & E-commerce Market by Country
9.3.2.5 Asia Pacific Transportation & Logistics Market by Country
9.3.2.6 Asia Pacific Media & Entertainment Market by Country
9.3.2.7 Asia Pacific Healthcare & Life Sciences Market by Country
9.3.2.8 Asia Pacific Energy & Utilities Market by Country
9.3.2.9 Asia Pacific Others Market by Country
9.3.3 Asia Pacific Cognitive Process Automation Market by Services
9.3.3.1 Asia Pacific Finance Market by Country
9.3.3.2 Asia Pacific Procurement Market by Country
9.3.3.3 Asia Pacific HR Market by Country
9.3.3.4 Asia Pacific IT Operations Market by Country
9.3.4 Asia Pacific Cognitive Process Automation Market by Type
9.3.4.1 Asia Pacific Intelligent Process Automation Market by Country
9.3.4.2 Asia Pacific Robotic Process Automation Market by Country
9.3.5 Asia Pacific Cognitive Process Automation Market by Country
9.3.5.1 China Cognitive Process Automation Market
9.3.5.1.1 China Cognitive Process Automation Market by Application
9.3.5.1.2 China Cognitive Process Automation Market by Vertical
9.3.5.1.3 China Cognitive Process Automation Market by Services
9.3.5.1.4 China Cognitive Process Automation Market by Type
9.3.5.2 Japan Cognitive Process Automation Market
9.3.5.2.1 Japan Cognitive Process Automation Market by Application
9.3.5.2.2 Japan Cognitive Process Automation Market by Vertical
9.3.5.2.3 Japan Cognitive Process Automation Market by Services
9.3.5.2.4 Japan Cognitive Process Automation Market by Type
9.3.5.3 India Cognitive Process Automation Market
9.3.5.3.1 India Cognitive Process Automation Market by Application
9.3.5.3.2 India Cognitive Process Automation Market by Vertical
9.3.5.3.3 India Cognitive Process Automation Market by Services
9.3.5.3.4 India Cognitive Process Automation Market by Type
9.3.5.4 South Korea Cognitive Process Automation Market
9.3.5.4.1 South Korea Cognitive Process Automation Market by Application
9.3.5.4.2 South Korea Cognitive Process Automation Market by Vertical
9.3.5.4.3 South Korea Cognitive Process Automation Market by Services
9.3.5.4.4 South Korea Cognitive Process Automation Market by Type
9.3.5.5 Singapore Cognitive Process Automation Market
9.3.5.5.1 Singapore Cognitive Process Automation Market by Application
9.3.5.5.2 Singapore Cognitive Process Automation Market by Vertical
9.3.5.5.3 Singapore Cognitive Process Automation Market by Services
9.3.5.5.4 Singapore Cognitive Process Automation Market by Type
9.3.5.6 Malaysia Cognitive Process Automation Market
9.3.5.6.1 Malaysia Cognitive Process Automation Market by Application
9.3.5.6.2 Malaysia Cognitive Process Automation Market by Vertical
9.3.5.6.3 Malaysia Cognitive Process Automation Market by Services
9.3.5.6.4 Malaysia Cognitive Process Automation Market by Type
9.3.5.7 Rest of Asia Pacific Cognitive Process Automation Market
9.3.5.7.1 Rest of Asia Pacific Cognitive Process Automation Market by Application
9.3.5.7.2 Rest of Asia Pacific Cognitive Process Automation Market by Vertical
9.3.5.7.3 Rest of Asia Pacific Cognitive Process Automation Market by Services
9.3.5.7.4 Rest of Asia Pacific Cognitive Process Automation Market by Type
9.4 LAMEA Cognitive Process Automation Market
9.4.1 LAMEA Cognitive Process Automation Market by Application
9.4.1.1 LAMEA Machine Learning Market by Country
9.4.1.2 LAMEA Pattern Identification Market by Country
9.4.1.3 LAMEA Biometrics Market by Country
9.4.1.4 LAMEA Natural Language Processing Market by Country
9.4.1.5 LAMEA Optical Character Recognition & Others Market by Country
9.4.2 LAMEA Cognitive Process Automation Market by Vertical
9.4.2.1 LAMEA BFSI Market by Country
9.4.2.2 LAMEA Manufacturing Market by Country
9.4.2.3 LAMEA IT & Telecommunication Market by Country
9.4.2.4 LAMEA Retail & E-commerce Market by Country
9.4.2.5 LAMEA Transportation & Logistics Market by Country
9.4.2.6 LAMEA Media & Entertainment Market by Country
9.4.2.7 LAMEA Healthcare & Life Sciences Market by Country
9.4.2.8 LAMEA Energy & Utilities Market by Country
9.4.2.9 LAMEA Others Market by Country
9.4.3 LAMEA Cognitive Process Automation Market by Services
9.4.3.1 LAMEA Finance Market by Country
9.4.3.2 LAMEA Procurement Market by Country
9.4.3.3 LAMEA HR Market by Country
9.4.3.4 LAMEA IT Operations Market by Country
9.4.4 LAMEA Cognitive Process Automation Market by Type
9.4.4.1 LAMEA Intelligent Process Automation Market by Country
9.4.4.2 LAMEA Robotic Process Automation Market by Country
9.4.5 LAMEA Cognitive Process Automation Market by Country
9.4.5.1 Brazil Cognitive Process Automation Market
9.4.5.1.1 Brazil Cognitive Process Automation Market by Application
9.4.5.1.2 Brazil Cognitive Process Automation Market by Vertical
9.4.5.1.3 Brazil Cognitive Process Automation Market by Services
9.4.5.1.4 Brazil Cognitive Process Automation Market by Type
9.4.5.2 Argentina Cognitive Process Automation Market
9.4.5.2.1 Argentina Cognitive Process Automation Market by Application
9.4.5.2.2 Argentina Cognitive Process Automation Market by Vertical
9.4.5.2.3 Argentina Cognitive Process Automation Market by Services
9.4.5.2.4 Argentina Cognitive Process Automation Market by Type
9.4.5.3 UAE Cognitive Process Automation Market
9.4.5.3.1 UAE Cognitive Process Automation Market by Application
9.4.5.3.2 UAE Cognitive Process Automation Market by Vertical
9.4.5.3.3 UAE Cognitive Process Automation Market by Services
9.4.5.3.4 UAE Cognitive Process Automation Market by Type
9.4.5.4 Saudi Arabia Cognitive Process Automation Market
9.4.5.4.1 Saudi Arabia Cognitive Process Automation Market by Application
9.4.5.4.2 Saudi Arabia Cognitive Process Automation Market by Vertical
9.4.5.4.3 Saudi Arabia Cognitive Process Automation Market by Services
9.4.5.4.4 Saudi Arabia Cognitive Process Automation Market by Type
9.4.5.5 South Africa Cognitive Process Automation Market
9.4.5.5.1 South Africa Cognitive Process Automation Market by Application
9.4.5.5.2 South Africa Cognitive Process Automation Market by Vertical
9.4.5.5.3 South Africa Cognitive Process Automation Market by Services
9.4.5.5.4 South Africa Cognitive Process Automation Market by Type
9.4.5.6 Nigeria Cognitive Process Automation Market
9.4.5.6.1 Nigeria Cognitive Process Automation Market by Application
9.4.5.6.2 Nigeria Cognitive Process Automation Market by Vertical
9.4.5.6.3 Nigeria Cognitive Process Automation Market by Services
9.4.5.6.4 Nigeria Cognitive Process Automation Market by Type
9.4.5.7 Rest of LAMEA Cognitive Process Automation Market
9.4.5.7.1 Rest of LAMEA Cognitive Process Automation Market by Application
9.4.5.7.2 Rest of LAMEA Cognitive Process Automation Market by Vertical
9.4.5.7.3 Rest of LAMEA Cognitive Process Automation Market by Services
9.4.5.7.4 Rest of LAMEA Cognitive Process Automation Market by Type
Chapter 10. Company Profiles
10.1 Altair Engineering, Inc. (IMG Companies, LLC)
10.1.1 Company Overview
10.1.2 Financial Analysis
10.1.3 Segmental and Regional Analysis
10.1.4 Research & Development Expenses
10.1.5 SWOT Analysis
10.2 Alteryx, Inc.
10.2.1 Company Overview
10.2.2 Financial Analysis
10.2.3 Regional Analysis
10.2.4 Research & Development Expense
10.2.5 Recent strategies and developments:
10.2.5.1 Partnerships, Collaborations, and Agreements:
10.2.5.2 Product Launches and Product Expansions:
10.2.6 SWOT Analysis
10.3 Hitachi Vantara LLC (Hitachi Ltd.)
10.3.1 Company Overview
10.3.2 Financial Analysis
10.3.3 Segmental and Regional Analysis
10.3.4 Research & Development Expenses
10.3.5 SWOT Analysis
10.4 IBM Corporation
10.4.1 Company Overview
10.4.2 Financial Analysis
10.4.3 Regional & Segmental Analysis
10.4.4 Research & Development Expenses
10.4.5 Recent strategies and developments:
10.4.5.1 Partnerships, Collaborations, and Agreements:
10.4.5.2 Product Launches and Product Expansions:
10.4.5.3 Acquisition and Mergers:
10.4.6 SWOT Analysis
10.5 Oracle Corporation
10.5.1 Company Overview
10.5.2 Financial Analysis
10.5.3 Segmental and Regional Analysis
10.5.4 Research & Development Expense
10.5.5 Recent strategies and developments:
10.5.5.1 Partnerships, Collaborations, and Agreements:
10.5.5.2 Product Launches and Product Expansions:
10.5.6 SWOT Analysis
10.6 SAS Institute, Inc.
10.6.1 Company Overview
10.6.2 SWOT Analysis
10.7 Tibco Software, Inc. (Vista Equity Partners)
10.7.1 Company Overview
10.7.2 SWOT Analysis
10.8 Teradata Corporation
10.8.1 Company Overview
10.8.2 Financial Analysis
10.8.3 Regional Analysis
10.8.4 Research & Development Expense
10.8.5 SWOT Analysis
10.9 Datameer, Inc.
10.9.1 Company Overview
10.9.2 SWOT Analysis
10.10. DataRobot, Inc.
10.10.1 Company Overview
10.10.2 SWOT Analysis
Chapter 11. Winning Imperatives for the cognitive process automation market - Global

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