top of page


Article 12 in Practice: How to Build a Logging System for High-Risk AI
In our previous article, we explained what Article 12 requires — the three purposes of logging, the role responsibilities, the biometric exception, and the unresolved GDPR tension. Now the question is: how do you actually build it? Article 12 is a technical construction requirement. That means the answer is not a document — it is an architecture. In this article, we walk through the complete logging system for TalentMatch AI, layer by layer: from infrastructure through event
cici BEL
19 hours ago11 min read


Article 11 in Practice: How to Build Technical Documentation for High-Risk AI
In our previous article, we explained what Article 11 requires — the 9 chapters of Annex IV, the SME track, and how the technical documentation connects to almost every other obligation in the AI Act. Now the question is: how do you actually build it? Theory is useful. But when you sit down to create your technical documentation, you need a concrete process — not just a list of requirements. In this article, we walk through the entire documentation process step by step, using
cici BEL
Apr 2912 min read
bottom of page