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Explore how to build a secure, privacy-safe lending marketplace using Databricks Clean Rooms in this 29-minute conference talk. Learn how Intuit enables small business lending partners to perform analytics and deploy ML/AI workflows on sensitive data assets while maintaining strict privacy controls. Discover the technical foundations for creating isolated clean rooms across multiple partners and cloud providers, and understand how Databricks Clean Rooms differentiate from other market solutions. Examine automated approaches to clean room lifecycle management through APIs, including creation processes, collaborator onboarding, data asset sharing, workflow orchestration, and comprehensive activity auditing. Gain insights into Unity Catalog integration for managing clean room inputs and outputs, and understand how to harness collaborative ML/AI potential while supporting various programming languages and workloads. Master techniques for enabling complex computations without compromising sensitive information, making this essential viewing for data engineers, ML practitioners, and privacy-focused professionals working with multi-party data collaboration scenarios.
