Data quality rules are custom or out-of-the-box SQL conditions that help you verify that your data adheres to your organization's business requirements. The ability to detect when data deviates from standards can be critical in meeting regulatory compliance rules, discovering unusual or inaccurate records, and maintaining the overall health of your organization's data. While Collibra Data Quality & Observability automatically makes many different types of behavioral observations and creates AdaptiveRules based on what it learns, you may discover situations where you need to write specific compliance-related rules or import your own. This section shows you how you can create and manage rules to ensure that your data is fit for use to meet your business requirements.
Warning While Collibra Data Quality & Observability supports the manual compilation of SQL, the misuse of raw SQL presents an elevated security risk (SQLi).