Informed Decision Infrastructure™ (IDI™): Operationalising Decision Governance in AI-Enabled and Strategic Initiatives

This paper introduces Informed Decision Infrastructure™ (IDI™) as the operational layer that translates governance principles into a structured, auditable system for decision formation, validation, and continuous oversight across AI-enabled and strategic initiatives. Building on the Governance Timing Model™, IDI™ defines how governance is applied across five integrated components: 4S Lighthouse™, Decision Intelligence Model™, Decision Evidence Record™, Decision Atlas™, and 4S Productivity Stack™. This paper is a companion to Upstream Governance™ and the Governance Timing Model™ (Mani, 2026). DOI: 10.5281/zenodo.19283824.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-28
DOI
https://doi.org/10.5281/zenodo.19288927
Primary Topic
Big Data and Business Intelligence
Type
article
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article

Informed Decision Infrastructure™ (IDI™): Operationalising Decision Governance in AI-Enabled and Strategic Initiatives

Sudha Mani
Zenodo (CERN European Organization for Nuclear Research)
Big Data and Business Intelligence
article

Informed Decision Infrastructure™ (IDI™): Operationalising Decision Governance in AI-Enabled and Strategic Initiatives

Sudha Mani
article en

Abstract

This paper introduces Informed Decision Infrastructure™ (IDI™) as the operational layer that translates governance principles into a structured, auditable system for decision formation, validation, and continuous oversight across AI-enabled and strategic initiatives. Building on the Governance Timing Model™, IDI™ defines how governance is applied across five integrated components: 4S Lighthouse™, Decision Intelligence Model™, Decision Evidence Record™, Decision Atlas™, and 4S Productivity Stack™. This paper is a companion to Upstream Governance™ and the Governance Timing Model™ (Mani, 2026). DOI: 10.5281/zenodo.19283824.

Zenodo (CERN European Organization for Nuclear Research)
Unitika (Japan) (JP)
Industry, innovation and infrastructure
Openalex Percentile: Top 3%
Big Data and Business Intelligence
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