Enterprise AI Governance: Why Risk Outpaced Control

A single approved AI tool led to 847 unauthorized database uploads in three months. David Ohnstad reveals why enterprise AI governance lags behind deployment speed, and how classification rules, accountability checkpoints, and cross-functional oversight close the gap. Full article: https://davidohnstad.net/enterprise-ai-governance-risk-control/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893138
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Enterprise AI Governance: Why Risk Outpaced Control

David Ohnstad
1 links
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Enterprise AI Governance: Why Risk Outpaced Control

David Ohnstad
article en

Abstract

A single approved AI tool led to 847 unauthorized database uploads in three months. David Ohnstad reveals why enterprise AI governance lags behind deployment speed, and how classification rules, accountability checkpoints, and cross-functional oversight close the gap. Full article: https://davidohnstad.net/enterprise-ai-governance-risk-control/

Zenodo (CERN European Organization for Nuclear Research)
Peace, justice, and strong institutions
Openalex Percentile: Top 11%
Ethics and Social Impacts of AI
DOIOpen Access PDFOpenAlex
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Enterprise AI Governance: Why Risk Outpaced Control — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS