Data Governance

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The most common data quality problems holding back businesses, and how to solve them

How can organisations avoid quality degradation, given the sheer volumes and many disparate data sources they have to manage? With…

Aug 25 198M views 2 min read

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Talking to your C-suite about privacy technology

With the EU General Data Protection Regulation fast approaching, alongside the continued spread of breach notification regimes around the globe,…

Jun 29 187M views 3 min read

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Can we defeat DDoS using analytics?

Distributed Denial of Service (DDoS) attacks have been in the news recently with one particular prominent incident garnering national attention…

Aug 18 184M views 3 min read

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Governing the Data Pipeline That Feeds Your Models

Most AI failures I have watched live in the pipeline, not the model. The model is the part on the…

Jun 23, 2026 Yves Mulkers 2.4M views 12 min read

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Master Data Management as an AI Foundation

A few weeks ago I sat with a team rolling out a customer-segmentation model. The model worked beautifully in the…

Jun 22, 2026 Yves Mulkers 66K views 12 min read

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Data Lineage and Provenance for AI Training Sets

In 2018 I sat in a room with a bank’s data team and asked a question that ruined the afternoon.…

Jun 21, 2026 Yves Mulkers 140K views 12 min read

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Data Quality for AI: Garbage In, Garbage Out at Machine Speed

The first time I heard “garbage in, garbage out” was in a basement, in front of a beige terminal, from…

Jun 20, 2026 Yves Mulkers 55K views 11 min read

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Why AI Governance Starts With Data Governance

I have been doing this work for fifteen years, and I keep walking into the same room. Different logo over…

Jun 19, 2026 Yves Mulkers 209K views 11 min read

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AI Compliance for Regulated Sectors: Finance, Healthcare, Hiring

The most expensive misread I keep walking into with sector teams sounds like this: “AI is too new for our…

Jun 18, 2026 Yves Mulkers 100K views 10 min read

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GDPR and AI: Automated Decision-Making Obligations

The thing nobody tells you when you stand up an AI project in Europe is that the regulator most likely…

Jun 17, 2026 Yves Mulkers 1.9M views 7 min read

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Building an AI Governance Framework: GRC for Autonomous Systems

Governance, risk, and compliance is an unglamorous acronym, GRC, and it makes most people’s eyes glaze. So let me give…

Jun 16, 2026 Yves Mulkers 48K views 11 min read

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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

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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 11 min read

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