Exploring Applicability of LLM-Powered Autonomous Agents to Solve Real-life Problems : Microsoft Entra ID Administration Agent (MEAN)
Rodriguez, R., & Syynimaa, N. (2024). Exploring Applicability of LLM-Powered Autonomous Agents to Solve Real-life Problems : Microsoft Entra ID Administration Agent (MEAN). In J. Filipe, M. Śmiałek, A. Brodsky, & S. Hammoudi (Eds.), ICEIS 2024 : Proceedings of the 26th International Conference on Enterprise Information Systems, Volume 1 (pp. 881-887). SCITEPRESS - Science and Technology Publications. https://doi.org/10.5220/0012735700003690
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2024Copyright
© 2024 the Authors
Microsoft Entra ID is Microsoft’s identity and access management solution used by many public and private sector organisations globally. In March 2023, Microsoft retired two PowerShell modules which have enabled automation of administrative tasks, such as user management. The replacement module is based on Microsoft Graph API, and its effective usage would require administrators to learn software development skills. In this paper, we will report the results of work-in-progress research on exploring the applicability of LLM-powered autonomous agents to solve real-life problems. We describe the design and proof-of-concept implementation of MEAN, an agent that performs Entra ID administrative tasks using Microsoft Graph API based on natural language prompts. The results show that LLM-powered autonomous agents can perform at least simple Entra ID administrative tasks. This indicates that the agents could ease the administrative burden by removing the need to learn software development skills.
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SCITEPRESS - Science and Technology PublicationsParent publication ISBN
978-989-758-692-7Conference
International Conference on Enterprise Information SystemsIs part of publication
ICEIS 2024 : Proceedings of the 26th International Conference on Enterprise Information Systems, Volume 1ISSN Search the Publication Forum
2184-4992Keywords
Publication in research information system
https://converis.jyu.fi/converis/portal/detail/Publication/213501318
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