How to use data governance for AI/ML systems

Data governance assures that data is available, consistent, usable, trusted and secure. It is a concept that organizations struggle with, and the ante is upped when big data and systems like artificial intelligence and machine language enter the picture. Organizations quickly realize that AI/ML systems function differently from traditional, fixed record systems. With AI/ML, the objective isn't to return a value or a status for a single transaction. Rather, an AI/ML system sifts through petabytes of data seeking answers to a query or an algorithm that might even seem to be a little open ended.