AI & Computingpreprint2026-08-09

AI Value Attribution in Multi-System Workflows: Untangling ROI When AI is One of Many Tools

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Abstract

Research article: AI Value Attribution in Multi-System Workflows: Untangling ROI When AI is One of Many Tools

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View paper (DOI)Open access versionOpenAlexZenodo (CERN European Organization for Nuclear Research)Published 2026-08-09

Authors: Олег Ивченко, Iryna Ivchenko

Institutions: Odesа Polytechnic National University