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Practical guides on EU AI Act compliance, AI governance, and building audit-ready evidence trails for regulated industries.

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EU AI ActApril 15, 202611 min read

EU AI Act Article 10, prEN 18283, and Why Bias Scenarios Matter

Article 10 requires more than a data-quality checklist. A practical guide to bias profiles, relevant-group analysis, bias scenarios, and the operating model emerging around prEN 18283.

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EU AI ActJanuary 10, 2026

Annex IV Documentation Guide

How to create Annex IV technical documentation for high-risk AI systems: required sections, evidence types, and tips for building documentation that auditors will accept.

9 min read

EU AI ActJanuary 6, 2026

Classifying High-Risk AI Under the EU AI Act

The definitive classification methodology: two pathways to high-risk status, the Article 6(3) exception framework, the profiling override that eliminates all exceptions, and a step-by-step audit-ready classification process.

20 min read

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