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Author

Elizabeth Koumpan

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2026

Governing Agentic AI in Enterprise Operations: Architectural “Rails” for Safe, Deterministic, and Compliant Autonomous Systems

This paper argues that the introduction of agentic AI requires a substantial expansion of traditional enterprise architecture principles to address new behavioral, security, and governance risks emerging from non-deterministic AI systems interacting with heterogeneous operational platforms-ERP, HCM, CLM, asset management, workflow engines, and domain-specific applications.

Elizabeth Koumpan, Vimal Dimpi · 0 citations
Open access 2026

Deliver cross-process automation across Finance, HR, Procurement by orchestrating actions across diverse systems -powered by AI & governed workflows

This research demonstrates that when designed with ergonomics, human values, and socio‑technical principles at the center, agentic AI become powerful enablers of human‑centric, resilient, and adaptive enterprises.

Elizabeth Koumpan, Laurentiu Gabriel Ghergu, Łukasz Strack et al. · 0 citations

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