Intelligent Document Processing (IDP) Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, China, Japan, Germany, France - Size and Forecast 2023-2027

Published: Oct 2023 Pages: 165 SKU: IRTNTR75582

Intelligent Document Processing Market Forecast 2023-2027

The intelligent document processing market size is projected to reach a value of USD 3.34 billion, with an accelerated CAGR of 29.69% between 2022 and 2027. The growth of the market depends on several factors, including the growing use of big data analytics, the reduction of document management costs, and the introduction of cloud-based deployment solutions. This market analysis and report also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the market research and growth report includes historic market data from 2017 to 2021.

What will be the size of the Intelligent Document Processing Market During the Forecast Period?

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Market Overview

Key Driver

One of the key factors driving market growth is the growing use of big data analytics. There has been an increasing adoption of big data analytics among enterprises as it offers many business benefits, including improving customer service and operational efficiency, devising effective marketing strategies, identifying new revenue opportunities, and gaining competitive advantages over rivals. 

As several enterprises generate structured, unstructured, and semi-structured data, it can be directly integrated with the analytics solution. Hence, this data can be harnessed and analyzed using IDP software solutions after digitization.  With the help of IDP software provider solutions, it enables organizations to utilize the information stored in physical documents with the help of digital transformation. Therefore, the growing use of big data analytics is leading to an increase in demand for IDP software provider solutions which will drive the growth of the market focus during the forecast period.

Latest Trend

Organizations have started to realize the importance of data as an asset to their business operations, decision-making process, and, ultimately, their revenues and profits. The convergence of software with machine learning (ML) marks a paradigm shift in document processing. This not only enhances efficiency but also significantly impacts the market. 

  • Automation in document processing reduces manual intervention, minimizing errors and time-consuming tasks associated. It not only increases productivity but also allows enterprises to allocate resources more strategically, focusing on core business operations and innovation through automation in documents.
  • Document Recognition Technology significantly augments the capabilities of software by improving efficiency, accuracy, automation, and versatility. It ensures compliance with regulations by accurately capturing and storing data safely.
  • Ephesoft, a pioneer in this field, introduces Ephesoft Insight—a groundbreaking ML document mining platform. It meticulously analyzes files from content repositories on a large scale, unraveling business meaning and extracting substantial value from these previously untapped resources.
  • Document recognition technology stands at the forefront of this transformative change, driving operational efficiency and unlocking invaluable insights for businesses worldwide marking as future of document automation.

Aligning with market trends and analysis, as enterprises embrace this integrated approach, the growth trajectory of the future of the document automation market during the forecast period appears promising and poised for substantial expansion.

Market Segmentation By Component

The market share growth by the solution segment will be significant during the forecast period. There is a rise in demand for the solutions segment of the market due to its ability to automate document processing tasks, streamline workflow, and improve accuracy. Due to an increasing amount of data generated every day, businesses are facing challenges in processing and managing data efficiently, leading to high demand for IDP software provider solutions.

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The solution segment was valued at USD 419.30 million in 2017. Some of the key benefits of IDP software include the ability to process unstructured data, reduce the time required to process large amounts of data and eliminate errors caused by human intervention. Thus, it has resulted in the rise in adoption in industries across healthcare, finance, legal, and insurance. For example, in the healthcare industry, there are wide applications of IDP solutions as they are being used to streamline the processing of medical records, insurance claims, and patient information. Hence, such benefits are expected to drive the growth of this segment which in turn will drive the market growth during the forecast period.

Regional Overview

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North America is estimated to contribute 38% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. One of the prominent regions with the highest share in the market is North America as enterprises in the region are tech-oriented and have invested in technologies such as business process management software and IDP software solutions to digitize their workflows. IDP software is one of the key technologies that enterprises invest in to digitize their paper-based processes around most of the operating segments, including finance, human resources, operations, and marketing. As a result, enterprises are witnessing quick return on investment (ROI) on document capture software implementations and improving profitability. Hence, such benefits are expected to drive market growth in the region during the forecast period.

Market Analyst Overview

In today's dynamic business landscape, organizations are increasingly turning to cost-effective and efficient document processing solutions to streamline their operations. Leveraging cutting-edge technologies such as Optical Character Recognition (OCR), and an AI-powered automated spreading platform, powered by Artificial Intelligence (AI), these solutions are revolutionizing industries including healthcare and pharmaceuticals, government and public sector, insurance, and manufacturing. They facilitate seamless invoice processing and bolster fraud detection capabilities, particularly crucial in sectors like BFSI and the government & public sector. With a focus on digital transformation investments, especially in developing nations, Intelligent Document Processing (IDP) solutions incorporating machine learning (ML), natural language processing (NLP), and computer vision are gaining momentum, catering to diverse sectors such as airlines. Whether deployed on-premise or via cloud deployment, these solutions address the needs of small & medium enterprises (SMEs) and large enterprises alike.

Intelligent Document Processing AWS

AWS plays a significant role in the (IDP) software market by offering a robust cloud infrastructure and a suite of AI and ML (Artificial Intelligence and Machine Learning) services. The software uses artificial intelligence techniques such as natural language processing (NLP), computer vision, deep learning, and machine learning (ML) to categorize, and extract relevant data, and validate the extracted data. The solutions transform unstructured and semi-structured information into usable data.It provides scalable and reliable cloud infrastructure, allowing IDP software companies to build and deploy their solutions efficiently.

Segment Overview

The market report forecasts market growth and forecasting by revenue at global, regional & country levels and provides an analysis of the latest market growth and trends opportunities from 2017 to 2027. 

  • Component Outlook 
    • Solution
    • Services
  • End-user Outlook
    • BFSI
    • IT and telecom
    • Manufacturing
    • Healthcare
    • Others
  • Geography Outlook 
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

 

Intelligent Document Processing Market Scope

Report Coverage

Details

Page number

165

Base year

2022

Historic period

2017 - 2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 29.69%

Market growth 2023-2027

USD 3.34 billion

Market structure

Fragmented

YoY growth 2022-2023(%)

29.19

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 38%

Key countries

US, China, Japan, Germany, and France

Competitive landscape

 Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

ABBYY Solutions Ltd., Adobe Inc., Alphabet Inc., Amazon.com Inc., Automation Anywhere Inc., Capgemini Service SAS, Celaton Ltd., DATAMARK Inc., Datamatics Global Services Ltd., Dell Technologies Inc., International Business Machines Corp., Kofax Inc., Lexmark International Inc., M Files, Microsoft Corp., Open Text Corp., SAP SE, SS and C Technologies Holdings Inc., UiPath Inc., and WorkFusion Inc.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for the forecast period

Customization purview

If our Market forecasting report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the market growth and forecasting of the market between 2023 and 2027
  • Precise estimation of the size of the market size and its contribution to the parent market
  • Accurate predictions about upcoming market trends and analysis and changes in consumer behavior
  • Growth of the market industry across Europe, North America, APAC, South America, and Middle East and Africa
  • Thorough market growth analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive market analysis and report on the factors that will challenge the market research and growth of market companies

We can help! Our analysts can customize this market research report to meet your requirements. Get in touch

 

1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Component
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global intelligent document processing market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on global intelligent document processing market 2017 - 2021 ($ million)
    • 4.2 Component Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – Component Segment 2017 - 2021 ($ million)
    • 4.3 End-user Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – End-user Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by Component

    • 6.1 Market segments
      • Exhibit 30: Chart on Component - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on Component - Market share 2022-2027 (%)
    • 6.2 Comparison by Component
      • Exhibit 32: Chart on Comparison by Component
      • Exhibit 33: Data Table on Comparison by Component
    • 6.3 Solution - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Solution - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on Solution - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on Solution - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Solution - Year-over-year growth 2022-2027 (%)
    • 6.4 Services - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Services - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on Services - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on Services - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Services - Year-over-year growth 2022-2027 (%)
    • 6.5 Market opportunity by Component
      • Exhibit 42: Market opportunity by Component ($ million)
      • Exhibit 43: Data Table on Market opportunity by Component ($ million)

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 44: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 45: Data Table on End-user - Market share 2022-2027 (%)
    • 7.2 Comparison by End-user
      • Exhibit 46: Chart on Comparison by End-user
      • Exhibit 47: Data Table on Comparison by End-user
    • 7.3 BFSI - Market size and forecast 2022-2027
      • Exhibit 48: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
      • Exhibit 49: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
      • Exhibit 50: Chart on BFSI - Year-over-year growth 2022-2027 (%)
      • Exhibit 51: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
    • 7.4 IT and telecom - Market size and forecast 2022-2027
      • Exhibit 52: Chart on IT and telecom - Market size and forecast 2022-2027 ($ million)
      • Exhibit 53: Data Table on IT and telecom - Market size and forecast 2022-2027 ($ million)
      • Exhibit 54: Chart on IT and telecom - Year-over-year growth 2022-2027 (%)
      • Exhibit 55: Data Table on IT and telecom - Year-over-year growth 2022-2027 (%)
    • 7.5 Manufacturing - Market size and forecast 2022-2027
      • Exhibit 56: Chart on Manufacturing - Market size and forecast 2022-2027 ($ million)
      • Exhibit 57: Data Table on Manufacturing - Market size and forecast 2022-2027 ($ million)
      • Exhibit 58: Chart on Manufacturing - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on Manufacturing - Year-over-year growth 2022-2027 (%)
    • 7.6 Healthcare - Market size and forecast 2022-2027
      • Exhibit 60: Chart on Healthcare - Market size and forecast 2022-2027 ($ million)
      • Exhibit 61: Data Table on Healthcare - Market size and forecast 2022-2027 ($ million)
      • Exhibit 62: Chart on Healthcare - Year-over-year growth 2022-2027 (%)
      • Exhibit 63: Data Table on Healthcare - Year-over-year growth 2022-2027 (%)
    • 7.7 Others - Market size and forecast 2022-2027
      • Exhibit 64: Chart on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 65: Data Table on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 66: Chart on Others - Year-over-year growth 2022-2027 (%)
      • Exhibit 67: Data Table on Others - Year-over-year growth 2022-2027 (%)
    • 7.8 Market opportunity by End-user
      • Exhibit 68: Market opportunity by End-user ($ million)
      • Exhibit 69: Data Table on Market opportunity by End-user ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 71: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 72: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 73: Chart on Geographic comparison
      • Exhibit 74: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 87: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 88: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 89: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 91: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 92: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 93: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 Germany - Market size and forecast 2022-2027
      • Exhibit 99: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 100: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 101: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.10 China - Market size and forecast 2022-2027
      • Exhibit 103: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 104: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 105: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.11 France - Market size and forecast 2022-2027
      • Exhibit 107: Chart on France - Market size and forecast 2022-2027 ($ million)
      • Exhibit 108: Data Table on France - Market size and forecast 2022-2027 ($ million)
      • Exhibit 109: Chart on France - Year-over-year growth 2022-2027 (%)
      • Exhibit 110: Data Table on France - Year-over-year growth 2022-2027 (%)
    • 9.12 Japan - Market size and forecast 2022-2027
      • Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ million)
      • Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ million)
      • Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%)
      • Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 115: Market opportunity by geography ($ million)
      • Exhibit 116: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 117: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 119: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 120: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 121: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 122: Matrix on vendor position and classification
            • 12.3 ABBYY Solutions Ltd.
              • Exhibit 123: ABBYY Solutions Ltd. - Overview
              • Exhibit 124: ABBYY Solutions Ltd. - Product / Service
              • Exhibit 125: ABBYY Solutions Ltd. - Key offerings
            • 12.4 Adobe Inc.
              • Exhibit 126: Adobe Inc. - Overview
              • Exhibit 127: Adobe Inc. - Business segments
              • Exhibit 128: Adobe Inc. - Key offerings
              • Exhibit 129: Adobe Inc. - Segment focus
            • 12.5 Alphabet Inc.
              • Exhibit 130: Alphabet Inc. - Overview
              • Exhibit 131: Alphabet Inc. - Business segments
              • Exhibit 132: Alphabet Inc. - Key news
              • Exhibit 133: Alphabet Inc. - Key offerings
              • Exhibit 134: Alphabet Inc. - Segment focus
            • 12.6 Amazon.com Inc.
              • Exhibit 135: Amazon.com Inc. - Overview
              • Exhibit 136: Amazon.com Inc. - Business segments
              • Exhibit 137: Amazon.com Inc. - Key news
              • Exhibit 138: Amazon.com Inc. - Key offerings
              • Exhibit 139: Amazon.com Inc. - Segment focus
            • 12.7 Capgemini Service SAS
              • Exhibit 140: Capgemini Service SAS - Overview
              • Exhibit 141: Capgemini Service SAS - Business segments
              • Exhibit 142: Capgemini Service SAS - Key news
              • Exhibit 143: Capgemini Service SAS - Key offerings
              • Exhibit 144: Capgemini Service SAS - Segment focus
            • 12.8 Celaton Ltd.
              • Exhibit 145: Celaton Ltd. - Overview
              • Exhibit 146: Celaton Ltd. - Product / Service
              • Exhibit 147: Celaton Ltd. - Key offerings
            • 12.9 DATAMARK Inc.
              • Exhibit 148: DATAMARK Inc. - Overview
              • Exhibit 149: DATAMARK Inc. - Product / Service
              • Exhibit 150: DATAMARK Inc. - Key offerings
            • 12.10 Datamatics Global Services Ltd.
              • Exhibit 151: Datamatics Global Services Ltd. - Overview
              • Exhibit 152: Datamatics Global Services Ltd. - Key offerings
            • 12.11 Dell Technologies Inc.
              • Exhibit 153: Dell Technologies Inc. - Overview
              • Exhibit 154: Dell Technologies Inc. - Business segments
              • Exhibit 155: Dell Technologies Inc. - Key offerings
              • Exhibit 156: Dell Technologies Inc. - Segment focus
            • 12.12 International Business Machines Corp.
              • Exhibit 157: International Business Machines Corp. - Overview
              • Exhibit 158: International Business Machines Corp. - Business segments
              • Exhibit 159: International Business Machines Corp. - Key news
              • Exhibit 160: International Business Machines Corp. - Key offerings
              • Exhibit 161: International Business Machines Corp. - Segment focus
            • 12.13 Kofax Inc.
              • Exhibit 162: Kofax Inc. - Overview
              • Exhibit 163: Kofax Inc. - Product / Service
              • Exhibit 164: Kofax Inc. - Key offerings
            • 12.14 Microsoft Corp.
              • Exhibit 165: Microsoft Corp. - Overview
              • Exhibit 166: Microsoft Corp. - Business segments
              • Exhibit 167: Microsoft Corp. - Key news
              • Exhibit 168: Microsoft Corp. - Key offerings
              • Exhibit 169: Microsoft Corp. - Segment focus
            • 12.15 SAP SE
              • Exhibit 170: SAP SE - Overview
              • Exhibit 171: SAP SE - Business segments
              • Exhibit 172: SAP SE - Key news
              • Exhibit 173: SAP SE - Key offerings
              • Exhibit 174: SAP SE - Segment focus
            • 12.16 SS and C Technologies Holdings Inc.
              • Exhibit 175: SS and C Technologies Holdings Inc. - Overview
              • Exhibit 176: SS and C Technologies Holdings Inc. - Product / Service
              • Exhibit 177: SS and C Technologies Holdings Inc. - Key news
              • Exhibit 178: SS and C Technologies Holdings Inc. - Key offerings
            • 12.17 UiPath Inc.
              • Exhibit 179: UiPath Inc. - Overview
              • Exhibit 180: UiPath Inc. - Product / Service
              • Exhibit 181: UiPath Inc. - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 182: Inclusions checklist
                • Exhibit 183: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 184: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 185: Research methodology
                • Exhibit 186: Validation techniques employed for market sizing
                • Exhibit 187: Information sources
              • 13.5 List of abbreviations
                • Exhibit 188: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              Key Questions Answered

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              • What are the factors influencing the growth of the parent market?

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