Data governance with Watson Knowledge Catalog
You use the governance artifacts in Watson Knowledge Catalog to characterize the content of data in governed catalogs and control access to data based on the content.
You use these governance artifacts to enrich and control your data:
Classifications: Each data asset has a classification that describes the sensitivity of the data. Classifications are provided by Watson Knowledge Catalog. Catalog collaborators assign the classification when they add data assets to a governed catalog.
Attribute classifiers: For relational data sets, one attribute classifier is assigned to each column during profiling. Attribute classifiers are provided by Watson Knowledge Catalog or can be shared from Information Governance Catalog. Catalog collaborators can change the attribute classifier assigned to a column.
Business terms: You create business terms in the Business Glossary tool to define business concepts in a standard way for your enterprise. Business terms can also be shared from Information Governance Catalog. Catalog collaborators can assign one or more terms to data assets and columns within relational data sets to describe the data.
Data protection policies and rules: You control access to data by creating policies and rules in the Policy Manager tool. Within rules, you can include classifications, attribute classifiers, business terms, or tags to identify the data to control.
Catalog collaborators can also create and assign tags to assets and columns in relational data sets. However, tags are not governance artifacts. Tags are created by individual collaborators, are allowed in ungoverned catalogs, and are not regulated.
You can view statistics about sensitive data, policies, and policy enforcement in the Data Dashboard.
This diagram shows how the data protection policies, rules, and business terms work together with predefined attribute classifiers to describe and control data.
Data protection policy tools are scoped to Watson Knowledge Catalog catalogs in the same IBM Cloud account.
You must have the Admin role for the Watson Knowledge Catalog app to create policies, create business terms, and view the Data Dashboard. Otherwise, you can only view policies and business terms.
Some Watson Knowledge Catalog plans have limits on the number of rules and business terms that you can create.
- Sample scenarios
- Data protection policies
- Policy usage statistics
- Business glossary
- Data classification
- Write applications with IBM Watson APIs
- Watson Knowledge Catalog overview
Watch this short video to learn about the data policies features.