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Enterprise AI Success: Definition Before Development

Year: 2026

Type: article

Abstract: Most enterprise AI initiatives stumble not because of poor models, but because teams skip the critical step of defining what success actually looks like. Without clear business outcomes first, even production-ready ML systems deliver no value. Full article: https://davidohnstad.net/enterprise-ai-success-definition-before-development/

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24005057

Author: Ohnstad, David

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7225422969

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