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

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.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-09
DOI
https://doi.org/10.5281/zenodo.18569550
Primary Topic
Geographic Information Systems Studies
Type
article
Field-Weighted Citation Impact
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article

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

Ismahasan Vlian
Zenodo (CERN European Organization for Nuclear Research)
Geographic Information Systems Studies
article

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

Ismahasan Vlian
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Climate action
Openalex Percentile: Top 63%
Geographic Information Systems Studies
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TSUMS 4.0V: A Governance Architecture for Risk-State Traceability in High-Risk Environments — Ismahasan Vlian · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS