PrivateSQL by Oasis Labs is a privacy-preserving database query system that automatically applies differential privacy techniques to SQL queries. It modifies queries to maintain privacy, preventing the determination of individual data points while allowing for statistical analysis of datasets. PrivateSQL is designed to enable organizations to share and analyze sensitive data without compromising individual privacy or violating data protection regulations.