Irina Steenbeek

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.

Author Most Popular

Challenges with Defining Data Management Trends
Data Management

Data Quality Risks are a Leading Cause of Proje...

Many organizations underestimate the complexity and severity of data-related risks. Poor documentation, semantic mism...

Read More
Challenges with Defining Data Management Trends
Data Management

The Metamodel of Data Lineage

In this section, we combine and link all data lineage layers and components in a graphical format. Data lineage can b...

Read More
Challenges with Defining Data Management Trends
Data Management

Data Lineage Types

Different business stakeholders have quite different expectations and requirements for data lineage. The common under...

Read More
Challenges with Defining Data Management Trends
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...

Read More
Challenges with Defining Data Management Trends
Data Management

Data Lineage for Various Stakeholder Groups

Data lineage can be documented differently depending on a company’s needs. It is important to realize that a company ...

Read More
Challenges with Defining Data Management Trends
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...

Read More
Challenges with Defining Data Management Trends
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...

Read More