100+ datasets found
  1. 4

    Data underlying the PhD thesis: A Principle-based Framework for Audit...

    • data.4tu.nl
    zip
    Updated Mar 28, 2025
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    Mochammad Gilang Ramadhan; Marijn Janssen; Haiko van der Voort (2025). Data underlying the PhD thesis: A Principle-based Framework for Audit Analytics Implementation [Dataset]. http://doi.org/10.4121/fcfdd1db-b653-4647-9533-11d9231d3e7d.v1
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    zipAvailable download formats
    Dataset updated
    Mar 28, 2025
    Dataset provided by
    4TU.ResearchData
    Authors
    Mochammad Gilang Ramadhan; Marijn Janssen; Haiko van der Voort
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Dataset funded by
    LPDP
    Description

    This research aims to develop a principle-based framework for audit analytics implementation, which addresses the challenges of AA implementation and acknowledges its socio-technical complexities and interdependencies among challenges. This research relies on mixed methods to capture the phenomena from the research’s participants through various approaches, i.e., MICMAC-ISM, case study, and interview with practitioners, with literature exploration as the starting point. The raw data collected consists of multimedia data (audio and video recordings of interviews and focused group discussion), which is then transformed into a text file (transcript), complemented with a softcopy of the documents from the case study object.


    The published data in this dataset, consists of the summarized or analyzed data, as the raw data (including transcript) is not allowed to be published according to the decision by the Human Research Ethics Committee pertinent to this research (Approval #1979, 14 February 2022). This dataset's published data are text files representing the summarized/analyzed raw data as an online appendices to the thesis.

  2. M

    AI-Powered Data Analysis in Audits Market Vast Growth at 18.4%

    • scoop.market.us
    Updated Jul 2, 2025
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    Market.us Scoop (2025). AI-Powered Data Analysis in Audits Market Vast Growth at 18.4% [Dataset]. https://scoop.market.us/ai-powered-data-analysis-in-audits-market-news/
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    Dataset updated
    Jul 2, 2025
    Dataset authored and provided by
    Market.us Scoop
    License

    https://scoop.market.us/privacy-policyhttps://scoop.market.us/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Global
    Description

    Introduction

    The global AI-powered data analysis in audits market is set for significant growth, expected to reach USD 45.75 Billion by 2034, up from USD 8.45 Billion in 2024, growing at a robust CAGR of 18.4% during the forecast period from 2025 to 2034.

    The increasing adoption of artificial intelligence (AI) in audit processes is transforming how businesses perform audits by enabling more efficient, accurate, and faster data analysis. AI-driven audit tools are improving risk management, fraud detection, compliance, and data validation, making it an essential tool for modern businesses in various industries, including finance, healthcare, and government.

    https://sp-ao.shortpixel.ai/client/to_auto,q_lossy,ret_img,w_1216/https://market.us/wp-content/uploads/2025/06/AI-Powered-Data-Analysis-in-Audits-Market-Size.png" alt="">
  3. Audit Services in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Jul 28, 2025
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    IBISWorld (2025). Audit Services in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/audit-services-industry/
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    Dataset updated
    Jul 28, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    United States
    Description

    The Audit Services industry is defined by a culturally significant group of leading auditors, a wide range of clients and strong countercyclical demand. The ‘Big Four' audit companies (PWC, EY, Deloitte and KPMG) generate revenue from industries in almost every economic sector. Auditors in this industry typically audit similarly sized clients, so much of the landscape is made up of non-employing and small companies. Also, unique to this industry, many audit services, including bankruptcy audits and financial statement reviews, are independent of or in opposition to the business cycle. This countercyclical demand helps the industry maintain strong revenue prospects, even during major economic disruptions.Auditing firms have weathered volatility in recent years. Providers faced challenges resulting from the pandemic and recessionary fears, but countercyclical demand ensured revenue growth was positive during these years. Revenue expanded in 2021 and 2022 as a result of rising corporate profit and business formation immediately following the pandemic, but declining government spending hindered auditors’ performance during these years. Long-term revenue growth has led to an expansion of mergers and acquisitions (M&A) and an unprecedented surge in initial public offerings, while regulatory changes have encouraged auditors to update their practices. Overall, revenue for audit service providers is expected to climb at a CAGR of 0.3% to reach $53.7 billion in 2025, although a decline of 1.2% is forecast in 2025.Despite increasing uncertainty for businesses from policy changes, the US economy is expected to continue expanding, with auditors benefiting from strong private investment, a growing number of businesses and higher activity in financial markets, including more M&A activity. Businesses will look to leverage sustainable auditing practices as ESG rules tighten, while the auditing industry itself will see its operations redefined by the increased prevalence of artificial intelligence, automation and cybersecurity. Overall, revenue for auditors in the United States is forecast to expand at a CAGR of 1.1% through 2030 to reach $56.7 billion.

  4. I

    Internal Audit Transformation Service Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Feb 7, 2025
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    Data Insights Market (2025). Internal Audit Transformation Service Report [Dataset]. https://www.datainsightsmarket.com/reports/internal-audit-transformation-service-498986
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Feb 7, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The market for internal audit transformation services is expected to reach USD XXX million by 2033, growing at a CAGR of XX% over the next seven years. The market is driven by the increasing demand for internal audit services as businesses seek to improve their risk management and compliance practices. This demand is being fueled by a number of factors, including the increasing complexity of the regulatory environment, the rise of cyber threats, and the growing need for businesses to ensure their operations are ethical and sustainable. The market is also being driven by the increasing adoption of new technologies, such as artificial intelligence and data analytics, which are enabling internal audit teams to work more efficiently and effectively. The market is highly competitive, with a number of large vendors offering a full range of internal audit transformation services. These vendors include EY, PwC, Deloitte, IMC, Protiviti, Crowe, KPMG, GBQ, B2E Consulting, and Baker Tilly. The market is also characterized by a number of smaller, niche players that offer specialized services. The market is expected to continue to grow in the coming years as businesses seek to improve their risk management and compliance practices.

  5. Audit Software Market Analysis, Size, and Forecast 2025-2029: North America...

    • technavio.com
    Updated May 16, 2025
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    Technavio (2025). Audit Software Market Analysis, Size, and Forecast 2025-2029: North America (US, Canada, and Mexico), Europe (France, Germany, Russia, and UK), APAC (China), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/audit-software-market-analysis
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    Dataset updated
    May 16, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Russia, Canada, United Kingdom, United States, Global
    Description

    Snapshot img

    Audit Software Market Size 2025-2029

    The audit software market size is forecast to increase by USD 2.83 billion at a CAGR of 18% between 2024 and 2029.

    The market is experiencing significant growth, driven primarily by the increasing adoption of cloud-based solutions. Companies are recognizing the benefits of automating their audit processes, leading to a in demand for efficient and cost-effective software solutions. Furthermore, the integration of cognitive technology, such as artificial intelligence and machine learning, is revolutionizing the audit landscape by enabling real-time data analysis and risk assessment. However, market expansion is not without challenges. Regulatory hurdles impact adoption as organizations grapple with data privacy regulations and compliance requirements. This requirement is driving the adoption of advanced audit software solutions that offer automated processes and real-time reporting capabilities.
    Additionally, data security concerns in company databases remain a significant challenge, necessitating robust security measures to protect sensitive information. Companies seeking to capitalize on market opportunities must address these challenges effectively by investing in advanced security features and ensuring compliance with regulatory frameworks. By doing so, they can navigate the complexities of the market and establish a competitive edge. Another trend influencing the market is the integration of cognitive technology, such as artificial intelligence and machine learning, into audit software. This technology enables the software to analyze large volumes of data and identify patterns and anomalies, thereby improving the efficiency and accuracy of audits.
    

    What will be the Size of the Audit Software Market during the forecast period?

    Request Free Sample

    The market is witnessing significant advancements, with a focus on enhancing data security and privacy. Audit data security is a top priority, driving the demand for advanced encryption and access control features. Audit software pricing models continue to evolve, offering flexible licensing options to cater to various business needs. Audit trail analysis and control testing are essential components of audit software, ensuring regulatory compliance and risk mitigation. Automated reporting and support services streamline the audit process, while walkthroughs facilitate user-friendly implementation. Risk modeling and analytics dashboards enable proactive identification and resolution of potential issues. Training and customization options cater to diverse user requirements, and integration with other systems streamlines processes. Audit software solutions offer numerous benefits, including internal audit automation, risk management, compliance, and data security.
    Exception reporting and follow-up features ensure continuous improvement and adherence to data governance policies. Audit data mining and remediation capabilities enable organizations to uncover hidden insights and address vulnerabilities effectively. Overall, the market is dynamic, with a focus on innovation and delivering comprehensive solutions to meet evolving business needs.
    

    How is this Audit Software Industry segmented?

    The audit software industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Deployment
    
      On-premises
      Cloud
    
    
    End-user
    
      Large enterprise
      SMEs
    
    
    Sector
    
      BFSI
      IT and telecom
      Retail and e-commerce
      Healthcare
      Others
    
    
    Type
    
      Financial audits
      Operational audits
      IT audits
      Forensic audits
      Environmental audits
    
    
    Geography
    
      North America
    
        US
        Canada
        Mexico
    
    
      Europe
    
        France
        Germany
        Russia
        UK
    
    
      APAC
    
        China
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Deployment Insights

    The on-premises segment is estimated to witness significant growth during the forecast period. The market is witnessing significant trends and dynamics as businesses prioritize audit compliance, governance, and transparency. Financial institutions and global enterprises, including manufacturing companies and retail businesses, are increasingly adopting audit management solutions to streamline internal controls audit, planning, and reporting. On-premise audit software continues to be popular, particularly among large enterprises, due to the added control and security it offers. However, the initial investment and ongoing maintenance costs can be high. Machine learning, artificial intelligence, and data analytics are transforming audit techniques and methodologies, enabling more efficient and effective audits. Regulatory compliance, such as the Sarbanes-Oxley Act and GDPR, are driving the adoption of audit software, especially in sector

  6. F

    Financial Audit Software Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 14, 2025
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    Data Insights Market (2025). Financial Audit Software Report [Dataset]. https://www.datainsightsmarket.com/reports/financial-audit-software-1971306
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    Jun 14, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global financial audit software market is experiencing robust growth, driven by increasing regulatory compliance needs, the growing volume of financial data, and the demand for enhanced audit efficiency and accuracy. The market's expansion is fueled by the adoption of cloud-based solutions, the integration of artificial intelligence (AI) and machine learning (ML) capabilities for fraud detection and risk assessment, and the rising adoption of automation to streamline audit processes. While the exact market size for 2025 is unavailable, considering a typical CAGR of 15% (a reasonable estimate for this sector) and a hypothetical 2024 market size of $5 billion, we can project a 2025 market size of approximately $5.75 billion. This growth is expected to continue through 2033, propelled by advancements in data analytics and the increasing need for real-time audit insights. Key segments within the market include cloud-based solutions, on-premise software, and specialized modules focusing on specific audit areas like SOX compliance. Market restraints include the high initial investment costs for software implementation and the need for specialized training to effectively utilize the software's capabilities. However, the long-term cost savings achieved through automation and improved efficiency are likely to outweigh these initial hurdles. The competitive landscape is populated by a mix of established players like Thomson Reuters and emerging innovative companies leveraging AI and machine learning. The continued evolution of AI-powered audit tools and the increased integration of data analytics platforms are likely to reshape the market in the coming years, driving further growth and consolidation among key players. Geographical expansion, particularly in emerging markets with growing financial sectors, also presents a significant opportunity for market growth.

  7. s

    Accounting and Auditing information of publicly listed companies in the U.S...

    • eprints.soton.ac.uk
    Updated May 5, 2023
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    Wu, Lin-Chih (2023). Accounting and Auditing information of publicly listed companies in the U.S manufacturing industry [Dataset]. http://doi.org/10.5258/SOTON/D0997
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    Dataset updated
    May 5, 2023
    Dataset provided by
    University of Southampton
    Authors
    Wu, Lin-Chih
    Description

    This dataset supports the thesis entitled 'Matching Supply and Demand in the Audit Market' by Wu. The data describes the basic financial information about the publicly listed companies in U.S. manufacturing industry and the audit-related information, including incumbent audit firm and audit fee. The data is collected from Compustat and Audit Analytics.

  8. D

    Audit Management Software Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 22, 2024
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    Dataintelo (2024). Audit Management Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/audit-management-software-market-report
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Sep 22, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Audit Management Software Market Outlook



    The global audit management software market size was valued at approximately USD 1.5 billion in 2023. It is expected to grow at a compound annual growth rate (CAGR) of 12% from 2024 to 2032, reaching an estimated value of USD 4.7 billion by the end of the forecast period. The significant growth factor contributing to this expansion includes the increasing need for organizations to comply with stringent government regulations and internal audit controls.



    One of the primary growth drivers for the audit management software market is the rising complexity of regulatory frameworks. Organizations across various industries are grappling with an ever-expanding array of regulations. These regulations are not only numerous but also constantly evolving, making compliance a challenging task. Audit management software provides a comprehensive solution that aids organizations in maintaining compliance, minimizing risks, and optimizing their audit processes. By automating many aspects of the auditing process, these solutions help organizations stay ahead of regulatory changes while reducing the manual workload on their audit teams.



    Another factor fueling the growth of this market is the increasing adoption of advanced technologies such as artificial intelligence (AI) and machine learning (ML) within audit management software. These technologies enhance the capabilities of traditional audit systems, offering predictive analytics, automated risk assessments, and more efficient data processing. AI and ML can analyze large volumes of data to identify patterns and anomalies that would be difficult for human auditors to detect. This not only improves the accuracy of audits but also enables organizations to proactively address potential issues before they escalate.



    Furthermore, the growing trend of digital transformation across industries is contributing to the market's expansion. Companies are increasingly recognizing the need to integrate digital tools into their operations to enhance efficiency, improve decision-making, and stay competitive. Audit management software is a crucial component of this digital transformation journey, providing organizations with the tools they need to streamline their audit processes, ensure compliance, and gain valuable insights from their audit data. As more companies embark on digital transformation initiatives, the demand for robust audit management solutions is expected to rise.



    From a regional perspective, North America is expected to dominate the audit management software market throughout the forecast period. The region's strong regulatory environment, coupled with the presence of numerous large enterprises and advanced technological infrastructure, creates a conducive environment for the adoption of audit management solutions. However, significant growth is also anticipated in the Asia Pacific region, driven by the rapid industrialization, growing awareness of the importance of compliance, and increasing adoption of digital technologies in emerging economies. Europe and Latin America are also expected to witness steady growth, supported by regulatory initiatives and the digitalization of business processes.



    Component Analysis



    The audit management software market is segmented by components into software and services. The software segment is further divided into standalone software and integrated software solutions. Standalone software offers specialized auditing capabilities, while integrated software solutions provide comprehensive functionalities that can be incorporated into broader enterprise resource planning (ERP) systems. The services segment includes implementation, training, support, and maintenance services, which are essential for the effective deployment and operation of audit management software.



    The demand for standalone software is driven by organizations that require specialized auditing capabilities tailored to their specific needs. These solutions offer robust features such as real-time monitoring, risk assessment, and audit trail management. Companies that operate in highly regulated industries, such as healthcare and finance, often prefer standalone software to ensure compliance with industry-specific regulations. The flexibility and customization options offered by standalone software make it a popular choice among enterprises seeking targeted auditing solutions.



    Integrated software solutions are gaining traction due to their ability to provide a holistic view of an organization's operations. These solutions seamlessly integrate

  9. w

    Audit Trail Analysis Service 2

    • data.wu.ac.at
    • gimi9.com
    • +1more
    Updated Feb 10, 2016
    + more versions
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    Department for Work and Pensions (2016). Audit Trail Analysis Service 2 [Dataset]. https://data.wu.ac.at/odso/data_gov_uk/NTgwMzc4NTAtOWVmNS00OGU2LThlNDItZDkxZTkwYWZhMDIy
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    Dataset updated
    Feb 10, 2016
    Dataset provided by
    Department for Work and Pensions
    Description

    Audit Trail Analysis Service 2 (ATAS2) will be used by many DWP business systems for the storage of audit trail data and for making that data available for interrogation. The ATAS systems can detect sequences of events indicating suspicious activities, such as fraud or other misuse, which could lead to wrongful or inaccurate payments. ATAS can also help achieve increased accuracy levels through the detection of incorrectness, discovery of bad practices or details of claims registered i.e. number registered in a period, validation of clearance times or highlighting peaks and troughs. When a user accesses a Departmental IT system to perform a transaction they leave a 'footprint' in the form of an electronic audit record. This reveals: Who they are Where they went and What they did. When they did it These 'footprints' provide ATAS with an audit trail. This is an electronic record, which can be requested and interpreted by those with the knowledge to read these audit records. It should be noted that some Departmental systems provide more extensive audit feeds than others.

  10. U

    US Audit Industry Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Jul 29, 2025
    + more versions
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    Archive Market Research (2025). US Audit Industry Report [Dataset]. https://www.archivemarketresearch.com/reports/us-audit-industry-868726
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Jul 29, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The US audit industry, a cornerstone of financial transparency and regulatory compliance, is projected to be a substantial market. Based on the provided data of a 2025 market size of $50.24 billion and a compound annual growth rate (CAGR) of 3.27% from 2019 to 2033, the industry demonstrates consistent, albeit moderate, growth. This growth is fueled by several key factors. Increased regulatory scrutiny, particularly in areas such as cybersecurity and environmental, social, and governance (ESG) reporting, necessitates greater demand for audit services. The complexity of financial instruments and global business operations also contributes to this demand. Furthermore, the ongoing expansion of publicly traded companies and privately held businesses requiring audits drives market expansion. The large and established players like Deloitte, EY, KPMG, PwC, and others mentioned, along with smaller regional firms, contribute to a competitive yet consolidated market landscape.
    Looking ahead, several trends will shape the future of the US audit industry. Technological advancements, particularly in data analytics and artificial intelligence (AI), are transforming audit methodologies, increasing efficiency and potentially leading to more insightful audits. However, challenges exist. Maintaining the independence and objectivity of auditors in the face of increasing pressure from clients and regulatory bodies remains crucial. Furthermore, the industry faces ongoing pressure to adapt to evolving accounting standards and regulatory frameworks, requiring substantial investment in professional development and technological infrastructure. The industry's future growth trajectory will depend heavily on its ability to adapt to these evolving challenges and capitalize on emerging opportunities. Notable trends are: Declining Quality of Auditing from the Big 4.

  11. D

    Audit Management Systems Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 22, 2024
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    Dataintelo (2024). Audit Management Systems Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-audit-management-systems-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Sep 22, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Audit Management Systems Market Outlook



    The global audit management systems market size was valued at approximately $2.1 billion in 2023 and is projected to grow to around $5.4 billion by 2032, exhibiting a robust CAGR of 10.8% during the forecast period. This growth is primarily driven by the increasing need for organizations to comply with ever-evolving regulatory requirements and the rising adoption of automated systems to streamline audit processes. As businesses worldwide continue to expand, the complexity of audits grows, necessitating more sophisticated and efficient solutions.



    One of the significant growth factors of the audit management systems market is the heightened regulatory scrutiny across various industries. Governments and regulatory bodies are continually updating compliance standards to mitigate risks and ensure transparency. This has led organizations to adopt advanced audit management systems to stay compliant, avoid legal repercussions, and maintain their reputation. Furthermore, the increasing occurrences of data breaches and financial frauds have emphasized the need for robust audit systems to detect and prevent such activities.



    The integration of advanced technologies such as artificial intelligence (AI) and machine learning (ML) into audit management systems is another critical growth driver. These technologies enhance the ability of audit systems to analyze vast amounts of data quickly and accurately, identify patterns, and predict potential issues before they escalate. AI-powered audit systems can automate routine tasks, reduce human error, and provide deeper insights, making audits more efficient and effective.



    Moreover, the expanding adoption of cloud-based solutions is significantly propelling the audit management systems market. Cloud-based systems offer several advantages, including scalability, flexibility, and cost-effectiveness. They enable organizations to access audit data from anywhere, facilitate real-time collaboration, and ensure data security. As more companies transition to cloud infrastructures, the demand for cloud-based audit management systems is expected to surge, further driving market growth.



    On a regional outlook, North America currently dominates the audit management systems market, owing to the high concentration of regulatory frameworks and the presence of key market players in the region. Additionally, the Asia Pacific region is expected to witness the highest growth rate during the forecast period, driven by rapid industrialization, increasing awareness about compliance management, and the growing adoption of advanced technologies in emerging economies like China and India.



    Component Analysis



    The audit management systems market, when segmented by component, primarily includes software and services. The software segment is particularly noteworthy for its significant contribution to the market's revenue. The demand for advanced audit management software continues to rise as organizations seek comprehensive solutions capable of integrating various audit processes, providing real-time analytics, and ensuring compliance with regulatory standards. Software solutions often come equipped with features such as risk management, compliance tracking, and audit planning, making them indispensable tools for modern enterprises.



    Within the software component, there is an increasing trend toward incorporating AI and ML technologies to enhance functionality. These technologies facilitate predictive analytics, automate repetitive tasks, and improve the accuracy of audits by identifying anomalies and potential risks more efficiently than traditional methods. As a result, the software segment is expected to maintain a high growth trajectory, supported by continuous innovations and the rising complexity of audit requirements across various industries.



    On the other hand, the services segment encompasses a range of offerings, including consulting, implementation, training, and support services. These services are crucial for the effective deployment and utilization of audit management systems. Consulting services help organizations identify their specific audit needs and customize solutions accordingly. Implementation services ensure seamless integration of audit systems into existing workflows. Training services are essential for educating staff on how to use these systems effectively, while ongoing support services ensure that any technical issues are promptly resolved, thereby maximizing the system's efficiency and reliability.



    The serv

  12. Auditing Services Market Analysis North America, Europe, APAC, South...

    • technavio.com
    Updated Jul 15, 2024
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    Technavio (2024). Auditing Services Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, UK, Germany, China, India - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/auditing-services-market-analysis
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    Dataset updated
    Jul 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    Auditing Services Market Size 2024-2028

    The auditing services market size is forecast to increase by USD 113.4 billion at a CAGR of 5.96% between 2023 and 2028.

    Market is experiencing substantial growth, driven by key trends shaping the industry. A major factor fueling this expansion is the rising adoption of audit management services, as organizations look to enhance efficiency and streamline their auditing processes with the help of audit software. Additionally, the growing need for regulatory compliance is prompting more companies to outsource their auditing functions. 
    However, the high costs and ongoing maintenance associated with auditing services present challenges for some businesses, potentially hindering widespread adoption of essentials tools like expense management software. Despite these obstacles, the market is poised for continued growth as companies prioritize compliance and seek more efficient auditing solutions.
    

    What will be the Auditing Services Market Size During the Forecast Period?

    Request Free Sample

    The market, encompassing both auditing firms and accounting firms, continues to evolve in response to business complexities and regulatory requirements. Companies seek assurance In the reliability and credibility of their systems and processes, driving demand for comprehensive audit services. Long-term value is a key consideration, with operating metrics such as volumes and capacity increasingly important in evaluating audit firms. 
    Integrated audits, including strategic audits and internal controls assessments, offer valuable insights for businesses and investors. Audit regulators play a crucial role in maintaining industry standards, while audit procedures extend beyond financial statements to include non-audit service lines and subsidiaries. Global accounting firms have expanded their offerings to meet diverse client needs related to accounting software, ensuring a robust and dynamic market landscape.
    

    How is this Auditing Services Industry segmented and which is the largest segment?

    The auditing services industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2017-2022 for the following segments.

    Service
    
      Assurance
      Tax
      Advisory
    
    
    Type
    
      External
      Internal
    
    
    Geography
    
      North America
    
        US
    
    
      Europe
    
        Germany
        UK
    
    
      APAC
    
        China
        India
    
    
      South America
    
    
    
      Middle East and Africa
    

    By Service Insights

    The assurance segment is estimated to witness significant growth during the forecast period.
    

    Assurance services refer to independent professional evaluations conducted by certified public accountants, aimed at enhancing the reliability and context of information for decision-makers. The International Professional Practices Framework (IPPF) of the Institute of Internal Auditors (IIA) defines assurance services as an objective examination of evidence to provide an independent assessment of an organization's risk management, governance, and control processes. These services encompass various engagements such as performance, financial, system security, compliance, and due diligence. In today's digital age, assurance services are increasingly crucial with the adoption of cloud-based infrastructure, data analytics, big data, machine learning, mobile computing, business intelligence, and strict regulations. Assurance services help organizations ensure revenue generation and maintaIn their core business by providing unbiased opinions and reducing the risk of incorrect information.

    Get a glance at the Auditing Services Industry report of share of various segments Request Free Sample

    The Assurance segment was valued at USD 109.90 billion in 2018 and showed a gradual increase during the forecast period.

    Regional Analysis

    Europe is estimated to contribute 30% 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.

    For more insights on the market share of various regions, Request Free Sample

    The North American the market is experiencing steady growth due to the increasing importance of financial structure optimization and regulatory compliance. The US and Canada are the primary contributors to the market's revenue. In the US, organizations face challenges in managing emerging risks during financial structuring and aligning their strategies with their financial structures. Effective auditing procedures are in high demand to address these issues. The market caters to various end-user industries, including IT telecommunications, accounting practices, financial institutions, and banks. Government regulations mandate regular disclosures, further increasing the demand for audit

  13. A

    Audit and Attestation Services Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jul 26, 2025
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    Data Insights Market (2025). Audit and Attestation Services Report [Dataset]. https://www.datainsightsmarket.com/reports/audit-and-attestation-services-499962
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jul 26, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Audit and Attestation Services market is experiencing robust growth, driven by increasing regulatory scrutiny, expanding global operations of businesses, and the growing complexity of financial reporting. The market's size in 2025 is estimated at $500 billion, reflecting a considerable expansion from previous years. A Compound Annual Growth Rate (CAGR) of 7% is projected from 2025 to 2033, indicating a significant increase in demand for these services. Key drivers include the need for enhanced financial transparency, rising cybersecurity concerns necessitating more rigorous audits, and the increasing adoption of cloud-based accounting systems. Emerging trends such as data analytics integration into audits, automation of audit procedures, and the expanding focus on environmental, social, and governance (ESG) reporting are further shaping the market landscape. However, restraints such as the high cost of audit services, skilled labor shortages in the field, and evolving accounting standards pose challenges to sustained growth. Segmentation within the market is largely driven by service type (financial statement audits, compliance audits, internal audits etc.), industry vertical (financial services, healthcare, technology etc.) and firm size (Big Four, national, regional, etc.). The competitive landscape includes a mix of large global firms like Deloitte and KPMG, along with regional and specialized players. The forecast period of 2025-2033 anticipates significant market expansion fueled by the aforementioned trends. The growing reliance on technology for audit processes will create new opportunities for firms offering innovative solutions. However, maintaining client trust and adapting to rapid technological advancements will be crucial for continued success. Competition will remain intense, necessitating firms to differentiate their offerings, invest in advanced technologies and talent, and cultivate strong client relationships. Regional variations in market growth will likely reflect differences in regulatory environments, economic conditions, and the maturity of the accounting profession. North America and Europe are expected to dominate the market in terms of revenue generation, although the Asia-Pacific region is projected to show significant growth in the coming years.

  14. Data from 9,549 financial and audit reports of Serbian business entities...

    • search.datacite.org
    • data.mendeley.com
    Updated Jul 22, 2021
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    Nemanja Stanisic (2021). Data from 9,549 financial and audit reports of Serbian business entities from the periods 2016-2018 [Dataset]. http://doi.org/10.17632/x3z4zx8vwr
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    Dataset updated
    Jul 22, 2021
    Dataset provided by
    DataCitehttps://www.datacite.org/
    Mendeley
    Authors
    Nemanja Stanisic
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The data from 9,549 complete sets of annual financial statements are combined with the data from the corresponding audit reports, forming an unbalanced panel data set. The client companies included in the sample represent a supermajority of medium and large-sized companies registered in the Republic of Serbia. Information on the name of the auditing firm, the type of auditor, the date of audit, and the type of audit opinion is hand-collected from the audit reports issued by 77 audit firms (the Big 4 plus 73 other auditing firms), which, again, represents a supermajority of all the auditing firms registered in this country. In the total sample of audit opinions (6,343), the following frequencies of the four main types of audit opinions are observed: an adverse opinion (50), a disclaimer of opinion (344), a qualified opinion (1,278), and an unqualified opinion (4,671). Additionally, most common financial indicators are calculated based on the collected financial statements. Feel free to use it for research purposes or to reproduce the results presented in the article. For a detailed description of the variables and their descriptive statistics, please read the article: Empirical Data on Financial and Audit Reports of Serbian Business Entities. Proceedings of the 7th International Scientific Conference - FINIZ 2020, 193–198. https://doi.org/10.15308/finiz-2020-193-198 When referring to the data set in publications, please cite the article. These data are used in a research study and may not be redistributed or used for commercial purposes. If you have any questions, please feel free to contact me at nstanisic@singidunum.ac.rs

  15. S

    Safety Audit Software Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Feb 21, 2025
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    Archive Market Research (2025). Safety Audit Software Report [Dataset]. https://www.archivemarketresearch.com/reports/safety-audit-software-49694
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Feb 21, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Market Overview and Outlook The Safety Audit Software market is experiencing significant growth, with a projected CAGR of XX% during the forecast period 2025-2033. The market size is expected to reach million by 2033, with a base year value of $XXX million in 2025. This growth is attributed to increasing regulatory compliance requirements, rising demand for safety management solutions, and advancements in digital technologies. The market is segmented based on application (small & medium businesses, large businesses, and other organizations), type (cloud-based, installed-PC, and installed-mobile), and region (North America, South America, Europe, Middle East & Africa, and Asia Pacific). Competitive Landscape and Key Trends The Safety Audit Software market is highly competitive, with a mix of established players and emerging vendors. Key players include Resolver, Gensuite, Wolters Kluwer/TeamMate, Plan Brothers, Optial, Perillon Software, ProcessGene, Oversight Systems, MasterControl, ComplianceBridge, Tronixss, Reflexis Systems, SAI Global, Isolocity, Insight Lean Solutions, AuditFile, and others. The market is witnessing a surge in adoption of cloud-based solutions, as they offer scalability, accessibility, and cost-effectiveness. Other key trends include the integration of artificial intelligence (AI) and data analytics to enhance safety management, and the increasing need for end-to-end safety solutions that streamline processes and reduce risk.

  16. Global Internal Audit Software Market Size By Type(cloud based and...

    • verifiedmarketresearch.com
    pdf,excel,csv,ppt
    Updated Jun 17, 2023
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    Verified Market Research (2023). Global Internal Audit Software Market Size By Type(cloud based and On-premises), By Application(Medium Business, Large Business and Small Business), By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/internal-audit-software-market/
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jun 17, 2023
    Dataset authored and provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2026 - 2032
    Area covered
    Global
    Description

    Internal Audit Software Market size was valued at USD 77.92 Billion in 2024 and is projected to reach USD 163.89 Billion by 2032, growing at a CAGR of 9.74% from 2026-2032.

    Internal Audit Software Market Divers

    Regulatory Compliance Requirements: Increasing regulatory requirements and standards across various industries necessitate robust internal audit processes to ensure compliance, driving the demand for internal audit software.

    Risk Management: Organizations are prioritizing risk management to identify, assess, and mitigate risks effectively. Internal audit software helps streamline these processes, ensuring comprehensive risk management.

    Digital Transformation: The ongoing digital transformation across industries is pushing companies to adopt advanced software solutions for internal audits to improve efficiency and accuracy.

    Data Analytics Integration: The integration of data analytics capabilities in internal audit software allows auditors to analyze large volumes of data, identify trends, and make data-driven decisions, enhancing the audit process.

    Automation and Efficiency: Automation of routine audit tasks through software reduces manual effort, minimizes errors, and improves the overall efficiency of the internal audit process.

    Enhanced Reporting and Insights: Internal audit software provides detailed reports and insights, enabling organizations to gain a clearer understanding of their financial and operational health and make informed decisions.

    Cost Reduction: Implementing internal audit software can lead to significant cost savings by reducing the need for manual audits, decreasing audit cycle times, and improving resource allocation.

    Scalability: As organizations grow, their audit requirements become more complex. Internal audit software offers scalable solutions that can adapt to the changing needs of businesses.

    Real-Time Monitoring: The ability to perform real-time monitoring and continuous auditing allows organizations to identify and address issues promptly, improving overall governance.

    Globalization of Businesses: With businesses expanding globally, there is a growing need for standardized internal audit processes that can be managed efficiently across different geographies using internal audit software.

  17. I

    Intelligent System Audit Software Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 2, 2025
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    Market Report Analytics (2025). Intelligent System Audit Software Report [Dataset]. https://www.marketreportanalytics.com/reports/intelligent-system-audit-software-52603
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Apr 2, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Intelligent System Audit Software market is experiencing robust growth, driven by the increasing complexity of IT systems and stringent regulatory compliance requirements across various sectors. The market, estimated at $2.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching an estimated $8.2 billion by 2033. This expansion is fueled by several key trends, including the rising adoption of cloud-based solutions, the growing need for automated audit processes, and increased focus on data security and risk management. Academic institutions are increasingly utilizing such software for research integrity and compliance, while corporate entities leverage it for internal audits and regulatory reporting. The public sector demonstrates strong adoption due to heightened accountability and transparency demands. The on-premises segment currently holds a larger market share, but cloud-based solutions are rapidly gaining traction due to their scalability and cost-effectiveness. Geographic distribution shows significant market concentration in North America and Europe, although Asia-Pacific is emerging as a region of substantial growth potential, driven by increasing digitalization and government initiatives. However, market growth faces restraints such as the high initial investment cost of the software, the need for specialized expertise in implementation and usage, and the potential for integration challenges with existing IT infrastructures. Competition in the Intelligent System Audit Software market is intense, with established players like Clarivate (EndNote, RefWorks), Elsevier (Mendeley), and Digital Science (ReadCube, Papers) competing with newer entrants offering specialized functionalities. The market is witnessing a shift towards integrated platforms offering a comprehensive suite of audit and compliance tools. The success of vendors hinges on their ability to offer innovative features, seamless integration capabilities, robust customer support, and a strong understanding of the specific needs of different industry segments. Future growth will likely be driven by advancements in artificial intelligence and machine learning, which can automate audit processes further, improve accuracy, and reduce manual effort. Furthermore, the development of user-friendly interfaces and enhanced data visualization capabilities will play a crucial role in expanding market adoption across diverse user groups.

  18. I

    IT Spending by Audit Firms Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Jun 5, 2025
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    Market Research Forecast (2025). IT Spending by Audit Firms Report [Dataset]. https://www.marketresearchforecast.com/reports/it-spending-by-audit-firms-536004
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    pdf, ppt, docAvailable download formats
    Dataset updated
    Jun 5, 2025
    Dataset authored and provided by
    Market Research Forecast
    License

    https://www.marketresearchforecast.com/privacy-policyhttps://www.marketresearchforecast.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global market for IT spending by audit firms is experiencing robust growth, driven by increasing regulatory compliance requirements, the need for advanced data analytics capabilities, and the adoption of cloud-based solutions for enhanced efficiency and security. The market, estimated at $15 billion in 2025, is projected to maintain a healthy Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033, reaching an estimated $28 billion by 2033. This expansion is fueled by the rising demand for automation in audit processes, particularly in areas such as risk assessment, internal control testing, and financial statement audits. Major players like Deloitte, EY, KPMG, and PwC are driving this market through significant investments in IT infrastructure and innovative technologies. Furthermore, the increasing adoption of artificial intelligence (AI) and machine learning (ML) for fraud detection and risk management is also significantly contributing to market growth. The growth is not uniform across all segments. The cloud computing segment is expected to witness the highest growth rate, driven by the cost-effectiveness and scalability of cloud-based solutions. Meanwhile, cybersecurity investments are also expected to increase significantly, reflecting growing concerns around data breaches and cyberattacks within the audit industry. Geographic distribution shows a strong concentration in North America and Europe, though emerging markets in Asia-Pacific are showing promising growth potential. However, the market faces some constraints, such as high initial investment costs for implementing new technologies and the need for skilled professionals to manage and maintain these complex systems. Nevertheless, the long-term outlook for IT spending by audit firms remains positive, driven by sustained demand for efficiency, accuracy, and security in auditing practices.

  19. Internal Audit Software Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Dec 3, 2024
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    Dataintelo (2024). Internal Audit Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-internal-audit-software-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Dec 3, 2024
    Dataset provided by
    Authors
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Internal Audit Software Market Outlook



    As of 2023, the global internal audit software market size is valued at approximately USD 3.5 billion and is projected to reach USD 6.9 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.1% during the forecast period. The robust growth of this market is driven by several factors, including the increasing complexity of corporate governance structures, the rising demand for risk management solutions, and the accelerating pace of technological advancements in data analytics. Organizations across various sectors are increasingly recognizing the importance of streamlined audit processes and enhanced compliance with regulatory standards, contributing significantly to the market expansion. Technological integration, coupled with an evolving regulatory landscape, continues to bolster the market's trajectory, ensuring a sustained demand for efficient internal audit software solutions.



    The growth of the internal audit software market is largely attributed to the increasing need for efficient risk management and compliance solutions across industries. Organizations are under mounting pressure to comply with stringent regulatory standards, which necessitates thorough and transparent auditing processes. Internal audit software provides a robust platform for managing these requirements, offering tools that enhance the accuracy, efficiency, and transparency of audits. The integration of advanced analytics capabilities within audit software is transforming the way organizations approach risk management, enabling real-time monitoring and proactive identification of potential issues. This shift towards a more dynamic audit approach is a key driver for market growth, as businesses seek to protect themselves against financial and reputational risks.



    Another significant growth factor is the digital transformation sweeping across industries. Companies are increasingly adopting digital solutions to streamline operations and improve efficiency, with internal audit functions being no exception. The adoption of cloud-based audit software is gaining momentum, driven by its scalability, flexibility, and cost-effectiveness. Cloud solutions allow organizations to conduct audits remotely and in real-time, providing insights into operations and financial health from any location. This capability is particularly beneficial in the current business environment, where remote work has become more prevalent. As businesses continue to embrace digital transformation, the demand for innovative audit solutions that support this transition is anticipated to drive market growth further.



    The incorporation of artificial intelligence (AI) and machine learning (ML) into internal audit software is also playing a crucial role in market expansion. These technologies are enabling more sophisticated data analysis capabilities, allowing for deeper insights and more accurate risk assessments. AI-driven solutions can automate routine audit tasks, freeing up auditors to focus on more strategic activities. Machine learning algorithms can identify patterns and anomalies in vast datasets, providing auditors with actionable insights and enhancing the overall efficacy of the audit process. As these technologies continue to evolve, their integration into audit software is expected to become more widespread, driving further growth in the market.



    Regionally, North America currently holds the largest share of the internal audit software market, driven by the presence of major market players and the early adoption of advanced technologies. The region's stringent regulatory environment further fuels the demand for robust audit solutions. Europe follows closely, with businesses increasingly investing in audit technology to ensure compliance with complex regulations such as GDPR. The Asia Pacific region is anticipated to experience the highest growth rate, driven by rapid economic development and increasing awareness of the benefits of audit software. The growing emphasis on corporate governance and transparency in countries like China and India is expected to spur demand in the years ahead.



    Component Analysis



    In the internal audit software market, the component segment is primarily divided into software and services. The software component itself is a critical part of this market, as it provides the essential platform through which audit activities are conducted. This software incorporates various features such as audit planning, documentation, issue tracking, and reporting, which are integral to executing comprehensive audits. The continuous advancements in software capabilities, including enhanced user i

  20. I

    Internal Audit Transformation Service Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Feb 11, 2025
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    Archive Market Research (2025). Internal Audit Transformation Service Report [Dataset]. https://www.archivemarketresearch.com/reports/internal-audit-transformation-service-20766
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    Feb 11, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The market offers a range of services, including:

    Agile Audits: Embracing agile methodologies to enhance audit efficiency and responsiveness. Collaborative Audits: Facilitating collaboration between auditors, management, and external stakeholders. Other Services: Consulting, risk assessment, and fraud investigation.

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Mochammad Gilang Ramadhan; Marijn Janssen; Haiko van der Voort (2025). Data underlying the PhD thesis: A Principle-based Framework for Audit Analytics Implementation [Dataset]. http://doi.org/10.4121/fcfdd1db-b653-4647-9533-11d9231d3e7d.v1

Data underlying the PhD thesis: A Principle-based Framework for Audit Analytics Implementation

Explore at:
zipAvailable download formats
Dataset updated
Mar 28, 2025
Dataset provided by
4TU.ResearchData
Authors
Mochammad Gilang Ramadhan; Marijn Janssen; Haiko van der Voort
License

Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
License information was derived automatically

Dataset funded by
LPDP
Description

This research aims to develop a principle-based framework for audit analytics implementation, which addresses the challenges of AA implementation and acknowledges its socio-technical complexities and interdependencies among challenges. This research relies on mixed methods to capture the phenomena from the research’s participants through various approaches, i.e., MICMAC-ISM, case study, and interview with practitioners, with literature exploration as the starting point. The raw data collected consists of multimedia data (audio and video recordings of interviews and focused group discussion), which is then transformed into a text file (transcript), complemented with a softcopy of the documents from the case study object.


The published data in this dataset, consists of the summarized or analyzed data, as the raw data (including transcript) is not allowed to be published according to the decision by the Human Research Ethics Committee pertinent to this research (Approval #1979, 14 February 2022). This dataset's published data are text files representing the summarized/analyzed raw data as an online appendices to the thesis.

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