Designing Data Quality Rules Solely from Data: Is It a Good Idea?

The reliance on data-driven insights forces robust data quality management (DQM). But is data alone sufficient for building effective DQM rules, particularly in complex domains like transportation? This question fueled our recent collaboration with the Czech Republic's Technology Agency and the Faculty of Transportation Sciences at the Czech Technical University in Prague. Our objective: designing transportation-specific data quality rules that go beyond basic data checks.