Collibra is a software company based in the United States, specializing in business intelligence and data governance solutions. Founded in 2008, the company employs between 1,001 and 5,000 individuals and reported a revenue of approximately $252 million. Collibra focuses on enhancing data observability, which is critical for organizations aiming to ensure the reliability of their data for artificial intelligence and analytics initiatives. Their published materials include guides that outline essential steps for implementing robust data observability programs, emphasizing the importance of defining data policies, detecting anomalies, and maintaining data integrity. The company’s resources aim to assist data leaders in profiling and classifying data, developing quality rules, and continuously monitoring data to support informed decision-making. Collibra's expertise spans various sectors, including construction, telecommunications, and corporate services, reflecting its commitment to providing comprehensive data management solutions across diverse industries.