AI & Data Intelligence Blog

Shadow AI: Governing the Tools Your Employees Already Use

Here is a quiet truth most governance slides leave out. While the steering committee debates an AI policy, half the…

Jun 15, 2026 Yves Mulkers 134K views 7 min read

The EU AI Act and High-Risk AI Systems: What You Actually Have to Do

The first time I read the EU AI Act properly, the thing that struck me was how Belgian it is…

Jun 14, 2026 Yves Mulkers 115K views 8 min read

Bias and Fairness Risk in Automated Decisions

The first time I sat with a hiring team that had a screening model, I asked them what “fair” meant…

Jun 13, 2026 Yves Mulkers 54K views 9 min read

Using the NIST AI Risk Management Framework: Govern, Map, Measure, Manage

The first time a client showed me their NIST AI RMF adoption plan, it was a 94-page binder. By page…

Jun 12, 2026 Yves Mulkers 52K views 9 min read

AI Incident Response: When the Model Fails in Production

Most organisations I walk into have two incident runbooks on the shelf. One is the security incident runbook: somebody broke…

Jun 11, 2026 Yves Mulkers 57K views 10 min read

Third-Party and Embedded AI Risk: The Risk You Do Not Own

I sat in a governance review last month where the CISO opened a spreadsheet of every AI system in the…

Jun 10, 2026 Yves Mulkers 25K views 10 min read

AI Model Risk: Validation, Drift, and Monitoring

Model risk is the risk everyone names first because the model is the visible part. It is the bit with…

Jun 9, 2026 Yves Mulkers 191K views 10 min read

AI Security: The Adversarial Layer

The first time I sat in a room where the AI governance committee and the security team finally talked to…

Jun 8, 2026 Yves Mulkers 54K views 13 min read

Governing Agentic AI: Controls for Systems That Act

The first time I watched an agent open a ticket, comment on it, reassign it, and close it without anyone…

Jun 7, 2026 Yves Mulkers 158K views 12 min read

Data Governance for AI: The Real Foundation

I have been doing data governance work for fifteen years, since before anybody wanted to put the word “AI” in…

Jun 6, 2026 Yves Mulkers 57K views 12 min read