Technical Guides

Data lineage is the record of where a piece of data came from, every system and transformation it passed through, and everything that uses it now. Good lineage answers two questions fast: if this source is wrong, what does it break, and where did th…

A semantic layer is a governed set of business definitions that sits between your data platform and the people, reports and AI systems that use it. It says what "active customer", "net written premium" or "days past due" means, how each is calculate…

The NIST AI Risk Management Framework (AI RMF) is a voluntary framework from the US National Institute of Standards and Technology for managing the risks of AI systems across their life cycle. It organizes the work into four functions: Govern, Map,…