Irina Steenbeek

Data Management

Dr. Irina Steenbeek is a data management practitioner with more than 12 years of experience. The key areas of her professional expertise are the data management maturity assessment, implementation of data management frameworks, and data lineage. Irina has practical experience in software implementation such as ERP and DWH/BI, management consultation, financial and business controls, and data science.

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Data Management

Challenges with Defining Data Management Trends

Recently, I delivered a Keynote about data management trends. While preparing it, I discovered we have challenges def...

Data Management

Issue 4: What Makes an AI Governance Framework ...

These are trending topics in AI governance discussed at EDW 2025. ⚖️ Start With a Solid Foundation of Principles An e...

Data Management

What Does Responsible GenAI Demand from Your Da...

📬 This post is part of the “Data Management in a Nutshell: Insight Series”—short, high-impact takeaways from the ful...

Data Management

Challenges with Defining and Aligning (Meta)dat...

This post explores the challenges organizations face in designing data, metadata, and AI strategies based on my exper...

Data Management

Clarifying the Content of AI Governance

🔍 Insight Series – Issue 3 A lack of a common definition for “governance” remains a challenge across the data manage...

Data Management

Governance vs. Management: Clarifying the Divide

This article analyzes the terms of Governance vs. Management in various contexts. Part 1 of this series of articles e...

Data Management

Irina Steenbeek

Author Most Popular

Challenges with Defining Data Management Trends

Issue 4: What Makes an AI Governance Framework ...

What Does Responsible GenAI Demand from Your Da...

Challenges with Defining and Aligning (Meta)dat...

Clarifying the Content of AI Governance

Governance vs. Management: Clarifying the Divide

Trending Topics in DG: Practical Techniques for...

Data & Analytics

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