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Azure Confidential Clean Rooms doc updating image
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articles/confidential-computing/confidential-clean-rooms.md

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> [!NOTE]
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> Azure Confidential Clean Rooms is currently in Gated Preview. Please fill the form at https://aka.ms/ACCRPreview and we will reach out to you with next steps.
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Azure Confidential Clean Rooms, aka ACCR, offers a secure and compliant environment that helps organizations overcome the challenges of using privacy-sensitive data for AI model development, inferencing, and data analytics. Built on top of [Confidential containers or C-ACI](../confidential-computing/confidential-containers.md), this solution ensures that the model's intellectual propertyand the data for training remains intact while also enabling advanced data analytics.
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Azure Confidential Clean Rooms, aka ACCR, offers a secure and compliant environment that helps organizations overcome the challenges of using privacy-sensitive data for AI model development, inferencing, and data analytics. Built on top of [Confidential containers or C-ACI](../confidential-computing/confidential-containers.md), this service secures the data and the model from exfiltration outside the clean room boundary.
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Organizations can safely collaborate and analyze sensitive data, within the sandbox, without violating compliance standards or risking data breaches by using advanced privacy-enhancing technologies like secure governance & audit, secure collaboration (TEE), verifiable trust, differential privacy, and controlled access.
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## Who should use Azure Confidential Clean Rooms?
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- Question: Where is the location Microsoft published side cars?
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Answer: The Microsoft published side cars are available at: mcr.microsoft.com/cleanroom. The code repository for the sidecars is present [here](https://github.com/Azure/azure-cleanroom).
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- Question: Is there a sampleclean room application to try out?
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Answer: You can find the clean room sample application [here](https://github.com/Azure/azure-cleanroom-samples/). Please feel free to try out the sample after signing up for the Preview and receiving our response.
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- Question: Can more than two collaborators participate in a collaboration?
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Answer: Yes, more than two collaborators can become part of collaboration. This allows multiple data providers to share data in the clean room.
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