JDO-2026-010 — Governance Implementation Standard: Institutional Requirements for Execution-Layer Decision Governance (Version 1.2)

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Authors: Stephanie Fleming, Janna M. Broaddus
Cited by: 0

Abstract

Justice Decision Observability™ is a governance discipline concerned with documenting how human decision-makers interpret and act upon automated system outputs in justice environments. While many AI governance frameworks focus on procurement oversight, model validation, and algorithmic fairness, governance failures frequently occur during operational decision-making when automated system signals are interpreted and acted upon by institutional actors. This document establishes the Justice Decision Observability Governance Implementation Standard, which defines minimum governance practices for documenting and reconstructing decision pathways influenced by automated systems. The standard outlines requirements for signal logging, decision documentation, governance review procedures, and structured reporting following critical incidents. By establishing these governance practices, the standard enables institutions to reconstruct how automated system signals influenced operational decisions and to conduct structured governance reviews when incidents occur.

Fields of Study & Subjects

Ethics and Social Impacts of AI Artificial Intelligence in Law Explainable Artificial Intelligence (XAI)

Publication details

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