Data clean rooms are used in various industries. In the most general way, they are secure environments where multiple parties can collaborate on sensitive and restricted data sets. Applications of this concept can be found in healthcare and life sciences, insurance, fintech and other domains where sensitive data such as personal identifiable information (PII) has to be shared between multiple parties to perform analyses and generate insights.