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Why AI Models Fail in Enterprise: The 89% Problem

Year: 2026

Type: article

Abstract: We built an AI-powered vendor risk tool with impressive metrics—then watched 89% of users ignore it for manual checklists. The problem wasn't the model. It was how we approached enterprise adoption. Here's what we learned. Full article: https://davidohnstad.net/why-ai-models-fail-enterprise-adoption/

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23892701

Author: Ohnstad, David

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7225094585

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