Irina Steenbeek, Author at Data Crossroads

About Irina Steenbeek

Irina is a data management practitioner with more than 10 years of experience. The key areas of her professional expertise are the implementation of data management frameworks and data lineage. Throughout the years, she has worked for global institutions as well as large- and medium-sized organizations in different sectors, including but not limited to financial institutions, professional services, and IT companies.

Making Sense of AI Regulations and Frameworks: Understanding Risk-Based AI Regulations
Gallery

Making Sense of AI Regulations and Frameworks: Understanding Risk-Based AI Regulations

Irina Steenbeek2025-11-06T13:01:08+00:00November 6th, 2025|Aligning Data and AI Management and Governance Practices|

This article provides a review of the risk-based AI regulations. In Part 1 of this series, we examined which institutions [...]

Comments Off

Making Sense of AI Regulations and Frameworks: Who Regulates AI—and How It’s Defined
Gallery

Making Sense of AI Regulations and Frameworks: Who Regulates AI—and How It’s Defined

Irina Steenbeek2025-10-25T14:38:10+00:00October 25th, 2025|Aligning Data and AI Management and Governance Practices|

This article provides the review of the AI-regulating bodies. Artificial intelligence is evolving faster than the rules meant to keep [...]

Comments Off

Data Lineage: Challenges and Trends 2025. Part 2: Data Management and Governance Making Lineage Work
Gallery

Data Lineage: Challenges and Trends 2025. Part 2: Data Management and Governance Making Lineage Work

Irina Steenbeek2025-10-01T12:40:56+00:00October 7th, 2025|Data Lineage: Trends and Challenges 2025|

This article examines the challenges and trends in data lineage. Now, we focus on those that arise from data management [...]

Comments Off

Data Lineage: Challenges and Trends 2025. Part 1. Why Data Lineage Matters—And How the Landscape Is Shifting.
Gallery

Data Lineage: Challenges and Trends 2025. Part 1. Why Data Lineage Matters—And How the Landscape Is Shifting.

Irina Steenbeek2025-10-01T12:41:25+00:00October 1st, 2025|Data Lineage: Trends and Challenges 2025|

Part 1 of the article discusses technological trends and challenges in data lineage documentation. Understanding the Relationship Between Drivers, Challenges, [...]

Comments Off