Anjuna Northstar is a confidential clean room platform designed for secure data sharing and collaborative AI/analytics workloads across organizations. It is built on Confidential Computing infrastructure, which provides hardware-level data-in-use isolation and remote attestation to protect data and code during ingestion, processing, and analysis. Key capabilities include: - Single-click provisioning of confidential clean rooms across any cloud provider, reducing setup time compared to traditional clean room approaches. - Support for any application or AI model without requiring code modifications, enabling organizations to bring their own tools, AI models, and analytics frameworks. - Interactive data preparation and analysis using Jupyter Notebooks within the secure environment. - Remote attestation and data-in-use isolation to enforce access control and minimize risk. Northstar targets use cases involving multi-party data collaboration, including scenarios where organizations need to share sensitive datasets or AI models with partners while keeping proprietary data and intellectual property protected on both sides. Use cases referenced include financial services data fusion and confidential large language model (LLM) deployments.