AI in Product Lifecycle Management: Pre-Deployment Readiness

We had $2.3M approved for AI-integrated PLM, but one question stopped everything: who decides when AI recommendations conflict with engineer judgment? That silence revealed the real challenge of enterprise AI adoption. Full article: https://davidohnstad.net/ai-plm-governance-before-deployment/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893120
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
Field-Weighted Citation Impact
0.00
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article

AI in Product Lifecycle Management: Pre-Deployment Readiness

David Ohnstad
2 links
Zenodo (CERN European Organization for Nuclear Research)
Impact of AI and Big Data on Business and Society
article

AI in Product Lifecycle Management: Pre-Deployment Readiness

David Ohnstad
article en

Abstract

We had $2.3M approved for AI-integrated PLM, but one question stopped everything: who decides when AI recommendations conflict with engineer judgment? That silence revealed the real challenge of enterprise AI adoption. Full article: https://davidohnstad.net/ai-plm-governance-before-deployment/

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 13%
Impact of AI and Big Data on Business and Society
DOIOpen Access PDFOpenAlex
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AI in Product Lifecycle Management: Pre-Deployment Readiness — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS