EscrowAI empowers healthcare organizations to securely leverage real-world, protected data for trustworthy and responsible AI/ML/LLM development and validation.
EscrowAI is typically used for:
- Safe Algorithm Testing: Validate performance on real-world data.
- AI/ML Performance Monitoring: Detect drift or changes in algorithm results.
- Validation and Training: Conduct single or multi-site validation and training.
- Specialized Data Sets: Train or validate models on sensitive or small datasets that cannot be de-identified or would be at risk for re-identification.
- Confidential Federation: Compute across siloed datasets within an organization or across organizations.
- Ethical Data Monetization: Support medical research while maintaining privacy.
EscrowAI's security features enable streamlined decision making and contracting due to the following:
- Data remains encrypted and sovereign within the data steward’s environment.
- Patient privacy and model intellectual property are fully protected at rest, in transit, and during compute.
- Only mutually approved reports or models leave the computing environment to return to the developer.
EscrowAI's enhanced user experience includes workflow-driven interfaces for both data stewards and model developers, advanced security features (e.g., Trusted Execution Environment with CPU and GPU confidential computing), and 24/7 support through an online help center and customer service.
Compliance and Availability:
EscrowAI is HIPAA- and GDPR-compliant, SOC2-certified, and available on the Azure Marketplace with MACC eligibility or directly through BeeKeeperAI.
📩 Contact us at learnmore@beekeeperai.com to learn more!
EscrowAI is protected by US patents 11,531,904; 11,748,633; 12,001,965; 12,093,423; 12,099,630; 12,111,951; 12,141,319; and other patents pending.
