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AWS Clean Rooms enable secure data analysis and collaboration between multiple parties without directly sharing sensitive data. Imagine two companies wanting to analyze customer behavior jointly for marketing purposes, but are legally restricted from sharing raw customer information. Clean Rooms provide a secure environment where each party uploads their data, and predefined queries are executed to derive insights, all while maintaining data privacy and regulatory compliance.