Featured Articles

Understanding dataflow’s key elements and challenges, as well as why a data-centric POV is critical, is becoming essential for modern software engineers.

Learn what the BCBS 239 framework is, why it’s important for data governance and risk reporting in banks, and how to implement it to improve risk decisions.

Discover how code cataloging adds structure and governance to schemas, APIs, and contracts defined in code, closing the gap between engineering and data teams.

Learn how data scanning goes beyond discovery to identify sensitive data, enforce security upstream, and reduce breach risk using a code-first approach.

Missing data ownership leads to broken systems and lost trust. Learn why ownership is the true foundation for highly scalable, distributed data systems.

Learn what a modern data audit is and why audits must move upstream to track data flows, catch issues early, and reduce risk in distributed systems today.

Learn how to build effective data monitoring systems using automation, data contracts, and real-time alerts to detect issues early and protect data quality.

Discover why modern data validation requires shifting upstream. Learn how data contracts and proactive enforcement prevent downstream breaking changes.

Learn what data mapping is, why it’s critical for enterprise data governance, and how shifting mapping left with data contracts prevents downstream outages.