TSUMS 4.0V: A Governance Architecture for Risk-State Traceability in High-Risk Environments

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Authors: Ismahasan Vlian
Cited by: 4

Abstract

TSUMS 4.0V is a non-interventionist governance reference architecture designed for high-risk environments. It formalizes risk as a governance state (RiskState) rather than a probabilistic forecast, and enables durable decision traceability, post-event reproducibility, and accountability without transferring authority to the system itself. The architecture is applicable to disaster response, mountain risk governance, AI-assisted decision systems, and other high-consequence domains.

Fields of Study & Subjects

Geographic Information Systems Studies Disaster Management and Resilience Risk Perception and Management

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
9 February 2026
Language
EN