Guiding Principles of the Methodology
Deploying Trustworthy AI for Industrial Maintenance

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Guiding Principles of the Methodology
Deploying Trustworthy AI for Industrial Maintenance

Author : Vincent LEMONDE

Publication date: August 10, 2026 | Lire en français

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1. Guiding Principles of the Methodology

Before outlining the steps, three foundational principles underpin the entire process. These are not mere wishful thinking: each translates into verifiable deliverables and decision criteria at every milestone of the method.

1.1 Workshop-Oriented Success Criteria

The value of maintenance AI is not judged by an academic benchmark or an internal project satisfaction score. It is judged on the shop floor, based on metrics that field teams understand and that management can convert into euros.

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