From Clauses to Control - Deploying an EU AI Act-Ready Quality Management System
EN 18286, a European standard designed to help organizations meet the Quality Management System requirements of the EU AI Act. While this standard outlines essential regulatory clauses for high-risk AI systems, the author argues that it lacks a practical methodology for operational execution.
To bridge this gap, the source proposes the Integrated Process Excellence (IPE) framework, a six-step system that converts abstract compliance goals into granular, auditable workflows. By using a causal data architecture known as KIV-KPV-KOV, the IPE approach enables companies to document and control AI processes with the precision required by auditors.
Ultimately, the text positions IPE as a deployment framework for businesses seeking to move beyond mere policy documentation toward a fully functional, regulatory-ready infrastructure.
For the
article:
https://drive.google.com/file/d/1nTRFDy8eC5Ri7R8YD1rPUjEjUgwf5qfF/view
For the video:
John Cachat
johncachat@ipe.services
www.ipe.services
Reference
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