Enabling secure and ethical computing on real world, protected data
Welcome to the hive of innovation!
BeeKeeperAI safely accelerates artificial intelligence (AI) algorithm development and deployment by leveraging Azure Confidential Computing capabilities within a zero trust and sightless computing environment.
Our EscrowAI collaboration platform enables algorithm developers to compute securely and ethically on real-world, protected data. The platform enables optimal algorithm development, deployment, and ongoing monitoring for use cases that require:
- Data that cannot be de-identified (genomic, retinal, social determinants of health)
- Small datasets that are difficult to de-identify (rare disease)
- Data that is too sensitive to risk exposure (mental health)
- De-identification efforts that are time consuming or too costly
Value to Health Systems
EscrowAI enables health systems (data stewards) to:
- Create new, ethical, and safe commercial data agreements
- Reduce the risk profile of third-party data utilization, including the potential for sanctions from re-identification
- Streamline implementation, contracting, and IRB approvals
- Advance their mission of innovation
- Protect institutional brand reputation
Value to Algorithm Owners
EscrowAI enables algorithm owners to:
- Access PHI data that has been historically difficult or even impossible to access
- Create new revenue streams by accelerating the time to market for AI-driven tools
- Protect the intellectual property of the algorithm
- Establish a scalable infrastructure to support multi-site development and deployment
How it Works
EscrowAI’s secure workflows between data stewards and algorithm owners:
- Enable the protected data to never leave the data steward’s secure Azure cloud environment
- Ensure the protected, real world data is never seen nor shared with the algorithm owner
- Protect the intellectual property of the algorithm as it is sent to the data steward’s environment
- Enable the protected algorithm to compute against the protected real world data in a secure enclave resulting in a confidential performance report for the algorithm owner
- Support multi-site, federated computation
BeeKeeperAI Operates within the Security of Azure Cloud
EscrowAI is a SaaS offering available in the Azure Cloud environment requiring little time to activate.
BeeKeeperAI will be posting a sales and product demo on or before the end of October 2022.
Check back with the hive for new updates and information!