Why Enterprise AI Pilots Fail: From PoC to Production
We built an AI anomaly detector that worked perfectly—until 89% of users disabled it on first login. The problem wasn't accuracy. It was inserting sophisticated prediction into a workflow that never needed it. Here's why most enterprise AI pilots never escape the PoC phase. Full article: https://davidohnstad.net/enterprise-ai-pilots-proof-of-concept-failure/
Authors
- David Ohnstad
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-11-02
- DOI
- https://doi.org/10.5281/zenodo.23892703
- Primary Topic
- Artificial Intelligence Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00