An embodiment of the invention may include a method, computer program product, and
system for unified data governance. The embodiment may include populating a context
graph with to-be-governed data, by a machine learning framework in communication with a
suite of enterprise application servers via one or more connector components. The to-be-
governed data is retrieved from the suite of enterprise application servers. The embodiment
may include training a plurality of machine learning models using the context graph and the …

Current data governance techniques are very labor-intensive, as teams of data stewards
typically rely on best practices to transform business policies into governance rules. As data
plays an increasingly key role in today's data-driven enterprises, current approaches do not
scale to the complexity and variety present in the data ecosystem of an enterprise as an
increasing number of data requirements, use cases, applications, tools and systems come
into play. We believe techniques from artificial intelligence and machine learning have …