Research and Application of The PDCA Cycle in Artificial Intelligence Management Systems

The Plan – Do – Check – Act (PDCA) cycle is the basis of the process approach applied in ISO management system standards. The experience gained in working with management systems and summarized in the author’s monograph have been creatively adapted and applied in the analysis of the requirements of ISO/IEC 42001:2023 – the first standard for artificial intelligence management systems. This paper presents a method for determining the type of each requirement of the ISO/IEC 42001:2023 standard in relation to the PDCA cycle. The application of the PDCA cycle is demonstrated for selected processes and is used for creating process flowcharts. They can be based on the standards with requirements for quality, educational organizations, research and innovation centres, etc. Further on they can serve as the foundations for developing relevant documented procedures that comprise the artificial intelligence management system.

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Publication Details

Journal
Strategies for Policy in Science and Education-Strategii na Obrazovatelnata i Nauchnata Politika
Published
2024-10-18
DOI
https://doi.org/10.53656/str2024-5s-25-cyc
Primary Topic
Energy Efficiency in Computing
Type
article
Field-Weighted Citation Impact
0.00

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article

Research and Application of The PDCA Cycle in Artificial Intelligence Management Systems

Tzvetelin Gueorguiev
Strategies for Policy in Science and Education-Strategii na Obrazovatelnata i Nauchnata Politika
Energy Efficiency in Computing
article

Research and Application of The PDCA Cycle in Artificial Intelligence Management Systems

Tzvetelin Gueorguiev
article en

Abstract

The Plan – Do – Check – Act (PDCA) cycle is the basis of the process approach applied in ISO management system standards. The experience gained in working with management systems and summarized in the author’s monograph have been creatively adapted and applied in the analysis of the requirements of ISO/IEC 42001:2023 – the first standard for artificial intelligence management systems. This paper presents a method for determining the type of each requirement of the ISO/IEC 42001:2023 standard in relation to the PDCA cycle. The application of the PDCA cycle is demonstrated for selected processes and is used for creating process flowcharts. They can be based on the standards with requirements for quality, educational organizations, research and innovation centres, etc. Further on they can serve as the foundations for developing relevant documented procedures that comprise the artificial intelligence management system.

Strategies for Policy in Science and Education-Strategii na Obrazovatelnata i Nauchnata PolitikaVol. 32(5s)
European Commission
Openalex Percentile: Top 75%
Energy Efficiency in Computing
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Research and Application of The PDCA Cycle in Artificial Intelligence Management Systems — Tzvetelin Gueorguiev · Strategies for Policy in Science and Education-Strategii na Obrazovatelnata i Nauchnata Politika (2024) | TGRS Research Map | TGRS