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Why Enterprise AI Pilots Fail: From PoC to Production

Year: 2026

Type: article

Abstract: 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/

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23892703

Author: Ohnstad, David

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7225098362

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