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Accounting Processes - Science topic
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Yes, the processing of large data sets in Big Data database systems can support the analysis of data from the company's accounting, including conducting Business Intelligence analytics, including multi-criteria economic, financial and indicator analyzes.
I have been conducting research in this area for years. Among other things, the following conclusions have emerged from my research:
The rapid technological advances we have seen in recent years have had a huge impact on the development of Industry 4.0/5.0 technologies, which are increasingly supporting the management processes of business entities. Technologies such as Big Data, Data Science, Internet of Things (IoT), cloud computing, robotics and Artificial Intelligence (AI) are revolutionising the way companies operate and compete in the market. They make it possible to collect and analyse vast amounts of data, automate processes, optimise costs and personalise services. Companies that are able to use these technologies effectively gain a significant competitive advantage. As a result, the applications of these technologies in management systems can be expected to continue to grow rapidly, bringing even greater benefits to companies and institutions.
These technologies, including AI, are also being successfully implemented in computerised business management systems to support accounting and reporting. Automation of accounting processes, such as posting invoices, settling bank transactions or generating financial reports, is made possible by AI. AI algorithms can analyse financial data in real time, identifying irregularities and potential risks. In addition, AI supports audit processes, facilitating document verification and identifying areas of concern. In reporting, AI enables the generation of personalised reports, tailored to the needs of different stakeholders, such as the board of directors, investors or regulators. This makes financial information more readable and understandable, facilitating strategic decision-making. Implementing these technologies in accounting and reporting translates into increased efficiency, reduced costs, improved data accuracy and minimised risk of errors and fraud.
Do you agree with my opinion on this matter?
In view of the above, I am asking you the following question:
Can the processing of large data sets in Big Data database systems support the analysis of data from the company's accounts?
I have described the issue much more extensively in the following articles:
APPLICATION OF DATA BASE SYSTEMS BIG DATA AND BUSINESS INTELLIGENCE SOFTWARE IN INTEGRATED RISK MANAGEMENT IN ORGANISATION
The importance of Big Data Analytics technology in business management
Growing importance of ICT, Industry 4.0 and Big Data Analytics as key determinants of the development of The Financial Industry 4.0
Business Intelligence analytics based on the processing of large sets of information with the use of sentiment analysis and Big Data
The Big Data technologies as an important factor of electronic data processing and the development of computerized analytical platforms, Business Intelligence
The Technological Solutions Big Data and the Importance of Business Analysis According to the Business Intelligence Formula
And what is your opinion on this topic?
What is your opinion on this subject?
Please respond,
I invite you all to discuss,
Thank you very much,
Best wishes,
I would like to invite you to scientific cooperation,
Dariusz Prokopowicz

I'm currently working in germany for a medium-sized mechanical engineering company on business process modeling with BMPN 2.0 end-to-end. That was a very laborious process. Now there are decisions to be made. How to proceed with a digital transformation. Not only the paperwork is considered here, but also the integration of machines. Sales are still struggling. What experiences have you had with such projects? What suggestions can you give me?
Are sources of global or national financial, economic, debt, monetary and financial crises described and explained in recent years in scientific publications taken into account in financial supervision institutions in shaping prudential instruments, improving financial system security systems in order to increase this level of security and reduce risk potential future occurrence of similar, similar financial and economic crises, etc., thus improving the sustainable economic development of the country and the global economy?
Do you know examples of countries in which in recent years institutions of supervision over the financial system while shaping prudential instruments, improving financial systems security systems took into account the sources of global or national financial, economic, debt and monetary crises described and explained in recent years in scientific publications e.t.c.?
What types of prudential instruments, instruments of the process of improving financial risk management, including credit, liquidity, currency, debt or other, operational, market, etc. were improved by financial supervisors after the global financial crisis in 2008, which were proposed in the last years in scientific publications?
Is the importance of improving the credit risk management processes in financial institutions growing due to the continuation of processes and market situations occurring on financial markets, including capital markets, stock exchanges, used business practices in investment banking, forecasted decline in the global economic growth rate in 2019, emerging considerations about the subsequent re-evaluation of securities valuations, etc.?
Please, answer, comments.
I invite you to the discussion.
Best wishes

The development of accounting and financial reporting should be correlated with technological progress in this area, i.e. should take into account the development of IT applications that are commonly used in accounting, accounting and financial reporting in business entities. In addition, in recent years, instrumentalization, standardization and computerization of conducting economic, financial, indicator, fundamental analyzes, etc. supporting reporting processes have been developing rapidly.
In addition, computerized analytics concerning the processing of data generated, among others, in accounting systems on Business Intelligence platforms are also developing. Analyzes carried out in the cloud using Business Intelligence based on data collected in Big Data database systems support financial management processes and management of the entire economic activity conducted by a specific company or financial, public, etc. institute.
Do you agree with my opinion on this matter?
In view of the above, I am asking you the following question:
What are the main determinants of the development of accounting and financial reporting?
Please reply
The issues of the use of information contained in Big Data database systems for the purposes of carrying out Business Intelligence analyzes are described in the publications:
I invite you to discussion and scientific cooperation
Best wishes

Technology is played important role in the disruptive era, how to use it to support accounting process such as ERP or inventory counting. Moreover, if it could support, h ow to measure it.
The accounting profession will face significant changes in the next decades, and professional organizations, their members, and educational institutions should respond.
Is there a Need to Change Accounting Standards With Evolving Technology?
please answer to my questions even with some sentences. best regards
Earnings management - discretionary accruals, real activity manipulation and classification shifting (abnormal non-core earnings).
Corporate govenance