BeeKeeperAI™ Collaborates with Microsoft to Accelerate AI-Powered Innovation in Healthcare
BeeKeeperAI has enhanced its collaboration with Microsoft (MSFT) to improve secure access for algorithm developers and healthcare data stewards via the Azure Marketplace. This partnership leverages zero trust and confidential computing to provide a secure environment for AI development in healthcare. Through this collaboration, they aim to facilitate regulatory approval by allowing algorithm validation against protected datasets without compromising privacy. Additionally, BeeKeeperAI is launching a workshop to guide users on effective validation in this new computing environment.
- Expanded collaboration with Microsoft enables better access for healthcare AI developers.
- Utilization of Azure's confidential computing enhances data security and privacy.
- Launch of a workshop to assist in validating AI algorithms, potentially leading to better healthcare outcomes.
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Growing demand for a platform to enable secure collaboration between data stewards and algorithm developers spurs application of zero trust, confidential computing in healthcare
The enhanced collaboration aims to accelerate the understanding and use of confidential computing as the new frontier for healthcare AI research, development, deployment, and monitoring. BeeKeeperAI utilizes the security and scalability of the ACC infrastructure within its applications and services to create a secure and confidential collaboration environment where proprietary AI algorithms can be validated against privacy-protected data sets from multiple organizations. A zero-trust confidential compute environment is designed to prevent visibility or access of the data or algorithm models by algorithm owners, data stewards, and BeeKeeperAI. This ensures data confidentiality and protects intellectual property.
“Through our collaboration with Microsoft and our use of Microsoft Azure services, we have developed key insights that will help to prepare the healthcare AI marketplace for confidential computing and provide resources to help data stewards and algorithm developers to effectively work in this new environment,” said
“The opportunity for AI to enable the delivery of better healthcare outcomes continues to expand exponentially, but developers are limited by access to critical datasets to train and to deploy their algorithms. We are pleased to partner with BeeKeeperAI to help the healthcare industry develop the understanding and expertise it needs to leverage confidential computing within healthcare innovation,” said
To secure regulatory approval and clinical adoption, algorithm developers have to prove the efficacy of their models but have difficulty accessing patient datasets without exposing their intellectual property or compromising patient privacy. To address this challenge, BeeKeeperAI has implemented its platform for validating algorithms on protected data sets maintained in the Azure HIPAA compliant cloud environments of each participating data steward.
The Azure confidential computing environment includes Intel® SGX secure application enclaves with minimal cyberattack surface. The keys for the encrypted data and model to move into the enclave for computing, allowing data stewards to keep sensitive patient data private while simultaneously enabling algorithm developers to test their encrypted models against the encrypted data. Through Azure, algorithm developers can access information from multiple data stewards to rigorously validate the generalizability of their algorithms.
BeeKeeperAI is now offering its insights on how to successfully validate AI within the confidential computing environment through its new workshop offered in the
For more information about the BeeKeeperAI workshop, please visit the
About BeeKeeperAI
BeeKeeperAI is a pioneer in combining zero trust, confidential computing, and privacy-preserving analytics for the training, validation, and deployment of artificial intelligence (AI) in healthcare. BeeKeeperAI is accelerating the broader availability of AI-powered solutions that will help to redefine the future of healthcare. For more information, go to beekeeperAI.com.
©2022 BeeKeeperAI is a trademark of BeeKeeperAI. Microsoft and Azure are trademarks of the Microsoft group of companies. Intel is a trademark of Intel Corporation or its subsidiaries.
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