Why Enterprise AI Projects Fail After POC Success

We celebrated our ML proof-of-concept like shipping a product. 94% accuracy. Board demo. Six months later: nobody used it. Forrester's data shows this is the norm—61% of enterprise AI pilots succeed, then stall. Here's why pilots and production are fundamentally different problems. Full article: https://davidohnstad.net/why-enterprise-ai-projects-fail-after-poc/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893055
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Why Enterprise AI Projects Fail After POC Success

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

Why Enterprise AI Projects Fail After POC Success

David Ohnstad
article en

Abstract

We celebrated our ML proof-of-concept like shipping a product. 94% accuracy. Board demo. Six months later: nobody used it. Forrester's data shows this is the norm—61% of enterprise AI pilots succeed, then stall. Here's why pilots and production are fundamentally different problems. Full article: https://davidohnstad.net/why-enterprise-ai-projects-fail-after-poc/

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 17%
Artificial Intelligence Applications
DOIOpen Access PDFOpenAlex
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Why Enterprise AI Projects Fail After POC Success — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS