Enterprise AI Implementation: Why Teams Fail Without the Right Skills

Three months after deployment, Fortune 500 teams can't answer basic questions about their AI systems. David Ohnstad explains the fundamental mismatch: vendors design platforms for teams with skills that rarely exist in legacy enterprise environments. Full article: https://davidohnstad.net/enterprise-ai-implementation-team-skills/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893161
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
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article

Enterprise AI Implementation: Why Teams Fail Without the Right Skills

David Ohnstad
1 links
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
article

Enterprise AI Implementation: Why Teams Fail Without the Right Skills

David Ohnstad
article en

Abstract

Three months after deployment, Fortune 500 teams can't answer basic questions about their AI systems. David Ohnstad explains the fundamental mismatch: vendors design platforms for teams with skills that rarely exist in legacy enterprise environments. Full article: https://davidohnstad.net/enterprise-ai-implementation-team-skills/

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 17%
Artificial Intelligence Applications
DOIOpen Access PDFOpenAlex
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Enterprise AI Implementation: Why Teams Fail Without the Right Skills — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS