{"page":"/vendors/liveramp-clean-room","modified":"2026-11-10","license":"https://creativecommons.org/licenses/by/4.0/","columns":["Type","Where queries run","When to use it"],"rows":[["Hybrid","LiveRamp data planes, Apache Spark SQL","Partners keep data in different clouds or warehouses"],["Confidential Computing","Trusted execution environment on Azure Confidential Compute","Highly sensitive data or code; attestation of approved operations"],["Native pattern","The owner's own Snowflake, AWS or BigQuery account","All parties use the same warehouse and the owner wants processing at home"],["Walled garden","Amazon Marketing Cloud, with outputs pulled into LiveRamp","Automating and visualising AMC reports"]],"sourceUrls":[[],[],[],[]]}