AI Governance in Enterprise: Why Vendor Consolidation Fails

Vendors promise unified AI governance, but consolidation actually compounds compliance risks. David Ohnstad breaks down why platform lock-in strategies fail to solve the real governance problems enterprises face with machine learning deployments. Full article: https://davidohnstad.net/ai-governance-enterprise-vendor-consolidation/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893249
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Governance in Enterprise: Why Vendor Consolidation Fails

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

AI Governance in Enterprise: Why Vendor Consolidation Fails

David Ohnstad
article en

Abstract

Vendors promise unified AI governance, but consolidation actually compounds compliance risks. David Ohnstad breaks down why platform lock-in strategies fail to solve the real governance problems enterprises face with machine learning deployments. Full article: https://davidohnstad.net/ai-governance-enterprise-vendor-consolidation/

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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AI Governance in Enterprise: Why Vendor Consolidation Fails — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS