Unified Digital Government Platform with an AI Core: Reference Architecture, Risk-Classified Human Oversight and an Open Economic Model (Technical note v1.0)

Technical note recording a country-agnostic reference architecture for a single government platform with an AI core: a shared data space based on the once-only principle, interoperability between agencies, and an AI core that prepares explainable recommendations while decisions and accountability remain with officials. The note defines four risk classes that set the level of algorithmic autonomy, human controls and audit for each AI-supported decision, and documents an open, reproducible Monte Carlo model of the platform’s macroeconomic value. Code is included (Apache-2.0).

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-30
DOI
https://doi.org/10.5281/zenodo.23814997
Primary Topic
E-Government and Public Services
Type
article
Field-Weighted Citation Impact
0.00
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article

Unified Digital Government Platform with an AI Core: Reference Architecture, Risk-Classified Human Oversight and an Open Economic Model (Technical note v1.0)

Ruslan Eksterovits
Zenodo (CERN European Organization for Nuclear Research)
E-Government and Public Services
article

Unified Digital Government Platform with an AI Core: Reference Architecture, Risk-Classified Human Oversight and an Open Economic Model (Technical note v1.0)

Ruslan Eksterovits
article en

Abstract

Technical note recording a country-agnostic reference architecture for a single government platform with an AI core: a shared data space based on the once-only principle, interoperability between agencies, and an AI core that prepares explainable recommendations while decisions and accountability remain with officials. The note defines four risk classes that set the level of algorithmic autonomy, human controls and audit for each AI-supported decision, and documents an open, reproducible Monte Carlo model of the platform’s macroeconomic value. Code is included (Apache-2.0).

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
E-Government and Public Services
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