Data Clean Room

Purpose

Enable privacy-preserving data collaboration between multiple parties using clean room architectures, private set intersection, differential privacy, and controlled query environments.

Agent Protocol

Trigger

Exact user phrases: "data clean room", "AWS Clean Rooms", "Snowflake Clean Room", "PSI", "Private Set Intersection", "privacy-preserving join", "data collaboration", "secure MPC", "multi-party computation", "differential privacy", "privacy-enhancing technologies", "PET", "clean room query", "privacy budget".

Input Context

Before activating, verify:

• Clean room platform (AWS Clean Rooms, Snowflake Clean Room, custom PSI, Google Ads Data Hub, Habu, InfoSum)
• Participating parties and data roles (contributor, querier, collaborator)
• Data types (PII, behavioral, transactional, demographic)
• Join keys (email, hashed email, device ID, customer ID)
• Query patterns (aggregation, JOIN, differential privacy)
• Compliance requirements (CCPA, GDPR, HIPAA, financial regulations)