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OwlDQ is a predictive data quality software company that uses machine learning and adaptive reasoning to validate data quality within enterprise applications. The company’s software quickly and automatically learns datasets and suggests corrective action for incorrect or missing data without the need for rules or human input.  OwlDQ was acquired by Collibra in January 2021.