首页|Artificial Intelligence in Governance, Risk and Compliance: Results of a
study on potentials for the application of artificial intelligence (AI) in
governance, risk and compliance (GRC)
Artificial Intelligence in Governance, Risk and Compliance: Results of a study on potentials for the application of artificial intelligence (AI) in governance, risk and compliance (GRC)
Artificial Intelligence in Governance, Risk and Compliance: Results of a study on potentials for the application of artificial intelligence (AI) in governance, risk and compliance (GRC)
自动化技术经济计算技术、计算机技术政治理论
Eva Ponick,Gabriele Wieczorek.Artificial Intelligence in Governance, Risk and Compliance: Results of a study on potentials for the application of artificial intelligence (AI) in governance, risk and compliance (GRC)[EB/OL].(2022-12-07)[2025-10-17].https://arxiv.org/abs/2212.03601.点此复制
The digital transformation leads to fundamental change in organizational
structures. To be able to apply new technologies not only selectively,
processes in companies must be revised and functional units must be viewed
holistically, especially with regard to interfaces. Target-oriented management
decisions are made, among other things, on the basis of risk management and
compliance in combination with the internal control system as governance
functions. The effectiveness and efficiency of these functions is decisive to
follow guidelines and regulatory requirements as well as for the evaluation of
alternative options for acting with regard to activities of companies. GRC
(Governance, Risk and Compliance) means an integrated governance-approach, in
which the mentioned governance functions are interlinked and not separated from
each other. Methods of artificial intelligence represents an important
technology of digital transformation. This technology, which offers a broad
range of methods such as machine learning, artificial neural networks, natural
language processing or deep learning, offers a lot of possible applications in
many business areas from purchasing to production or customer service.
Artificial intelligence is also being used in GRC, for example for processing
and analysis of unstructured data sets. This study contains the results of a
survey conducted in 2021 to identify and analyze the potential applications of
artificial intelligence in GRC.
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