How to Achieve Complete Data Observability–Without Breaking the Bank
By Ole Olesen-Bagneux – Chief Evangelist, PhD
Download this Whitepaper to discover a modern, cost-effective, and complete approach to monitoring pipelines, scaling data products, and enforcing data governance—without stressing your systems or your team.
What you’ll learn:
- Why data observability has become essential in modern, multi-cloud data infrastructures.
- How metadata and data observability work together to improve trust, quality, and governance.
- The limitations of legacy and traditional observability approaches—and how they fail to scale.
- How Actian’s decoupled, in-memory data quality engine enables complete and cost-efficient observability.
- Why combining observability with automated data lineage is critical to tracking and maintaining data quality across pipelines.
This Whitepaper is designed for data engineering and architecture leaders, CDOs and governance professionals, analytics and AI program owners—anyone responsible for delivering trusted, scalable data across the enterprise.
Download Your Free Copy of the Whitepaper Now
About the Author

Ole Olesen-Bagneux
VP, Chief Evangelist, Actian
Ole Olesen-Bagneux is a globally recognized thought leader in metadata management and enterprise data architecture. As VP, Chief Evangelist at Actian, he drives industry awareness and adoption of modern approaches to data intelligence, drawing on his extensive expertise in data management, metadata, data catalogs, and decentralized architectures. An accomplished author, Ole has written The Enterprise Data Catalog (O’Reilly, 2023). He is currently working on Fundamentals of Metadata Management (O’Reilly, 2025), introducing a novel metadata architecture known as the Meta Grid. With a PhD in Library and Information Science from the University of Copenhagen, his unique perspective bridges traditional information science with modern data management.