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