Step 4: Integration and IVVQ
Deploying Trustworthy AI for Industrial Maintenance

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Step 4: Integration and IVVQ
Deploying Trustworthy AI for Industrial Maintenance

Author : Vincent LEMONDE

Publication date: August 10, 2026 | Lire en français

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6. Step 4: Integration and IVVQ

The demonstrator qualified at gate W1 has proven its technical feasibility within a limited scope. Step 4 transforms it into an integrated system, connected to the site’s production environment, and subjects it to a full IVVQ cycle:

  • integration;

  • verification;

  • validation;

  • qualification.

It is this phase that distinguishes the workshop prototype from the system authorized to provide responses to operators under real-world conditions.

6.1 Non-intrusive IT/OT integration

The integration of the system into the site’s infrastructure follows a fundamental principle: cause no disruption....

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