AI-Assisted Finance Governance: Deterministic Commit Gating Example

This artifact demonstrates deterministic commit gating in an AI-assisted financial workflow. The example models a budget reallocation scenario in which an AI system proposes a financial change that must pass through explicitly defined responsibility roles before the change can be committed. A RACI responsibility structure is used to illustrate how structural enforcement can ensure that financial state mutations occur only after required authorization conditions are satisfied. This document accompanies a demonstration of CRI-CORE, a deterministic governance kernel designed to enforce structural responsibility constraints at the mutation boundary in AI-assisted workflows. The artifact illustrates how explicit commit authorization can provide verifiable accountability in operational decision systems influenced by AI-generated recommendations.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-03
DOI
https://doi.org/10.5281/zenodo.18856614
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

AI-Assisted Finance Governance: Deterministic Commit Gating Example

Shawn C. Wright
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

AI-Assisted Finance Governance: Deterministic Commit Gating Example

Shawn C. Wright
article en

Abstract

This artifact demonstrates deterministic commit gating in an AI-assisted financial workflow. The example models a budget reallocation scenario in which an AI system proposes a financial change that must pass through explicitly defined responsibility roles before the change can be committed. A RACI responsibility structure is used to illustrate how structural enforcement can ensure that financial state mutations occur only after required authorization conditions are satisfied. This document accompanies a demonstration of CRI-CORE, a deterministic governance kernel designed to enforce structural responsibility constraints at the mutation boundary in AI-assisted workflows. The artifact illustrates how explicit commit authorization can provide verifiable accountability in operational decision systems influenced by AI-generated recommendations.

Zenodo (CERN European Organization for Nuclear Research)
Public Limited Company for Radioactive Waste Management (HU)
Peace, Justice and strong institutions
Openalex Percentile: Top 39%
Ethics and Social Impacts of AI
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