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YouTube
AI Strategy · CEOs
Stop Wasting Millions on AI: 3 Questions CEOs Should Answer First
YouTube
EU AI Act video · coming soon
EU AI Act · Compliance
EU AI Act Explained — What Every Leadership Team Needs to Know
YouTube
ACAI audit walkthrough · coming soon
ACAI · Technical Audit
Inside an ACAI Audit — What We Test and Why It Matters
LinkedIn
Generative AI · Machine Learning
Beyond ChatGPT: How Generative AI is Revolutionising Machine Learning
The shift from rule-based systems to generative models is transforming how enterprises build and govern AI — with direct implications for compliance under the EU AI Act.
LinkedIn
AI Strategy · Construction
Reimagining Construction Through AI/ML: From Vision to Value
Organisations that truly embrace AI are not just improving efficiency — they are redefining what is possible. Here is what that transition looks like in practice.
LinkedIn
EU AI Act · Article 9
Most DACH companies will fail their first EU AI Act audit. Here is why.
The gap is not technical knowledge — it is documentation. Most companies running AI in production have no deployment gate, no version registry and no incident response process for AI systems.
LinkedIn
Case Study · Compliance
A finance director asked: what is the worst-case penalty? He went quiet.
7% of global annual revenue. For a mid-size European bank running credit scoring models, that is not a theoretical number. Here is what that conversation looks like in a board room.
Written Insights
EU AI Act · Technical
What ECE > 0.15 Actually Means for Your EU AI Act Audit
Expected Calibration Error is the most commonly failed technical test in ACAI audits. Here is what it measures, why it matters under Article 15, and what remediation looks like in practice.
GDPR · EU AI Act
Why GDPR Compliance Does Not Mean You Are Ready for the EU AI Act
The two regulations share governance principles but diverge significantly on technical requirements. Having implemented GDPR 18 months early across 17 countries, here is what I see organisations getting wrong.
More articles coming.
Topics include: Annex III risk classification in practice,
distribution shift monitoring with PSI, and building a
board-ready Responsible AI posture.