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EscrowAI Accelerate Localized Clinical AI Testing & Validation

durch BeeKeeperAI, Inc.

Leveraging a SaaS workflow with confidential computing to protect both IP and privacy

Demonstrate Clinical AI Performance Quickly—Without Compromising IP or Privacy

EscrowAI empowers AI developers to test and/or validate their models rapidly on real-world, provider-controlled clinical data, without ever exposing sensitive data or proprietary algorithm intellectual property (IP). Built on a foundation of confidential computing and privacy-enhancing technologies, EscrowAI ensures your encrypted model runs securely inside the data steward's Azure tenant, preserving both data sovereignty and your intellectual property.
Speed to Insight—Streamlined Contracts, Pre-Established Trust
Leverage BeeKeeperAI’s existing relationships with leading health systems and academic medical centers to bypass traditional delays. Our streamlined contracting framework and CHAI-certified Resource Provider infrastructure eliminates the friction of customary legal reviews, enabling you to go from interest to execution in days, not months.
Built for Trustworthy AI—Aligned with Global Standards
EscrowAI is engineered to meet the highest standards of responsible and trustworthy AI development. It supports compliance with HIPAA, GDPR, and the EU AI Act, and provides immutable, auditable records of every model execution. Your testing or validation results are credible, transparent, and aligned with CHAI’s evaluation frameworks, accelerating regulatory readiness and provider confidence.
Run Anywhere, Securely—Your Code, Your Environment
EscrowAI is designed for maximum flexibility. Whether your model is built in Python, R, C++, or any other framework, we support it. You can bring your encrypted container or leverage our custom-built containers to run your algorithm securely inside a Trusted Execution Environment (TEE). This means you don’t need to change your development stack or re-architect your solution—package it, encrypt it, and we’ll handle the rest. Your IP stays protected, and your model runs exactly as intended on real-world PHI data.
Start Small, Scale Smart—Flexible Licensing to Fit Your Journey
EscrowAI’s Azure Marketplace offer is designed to get you started quickly with a single validation license—ideal for proving clinical relevance in a specific provider population. Once validated, you can scale through reserve pricing for additional validations or expand into full AI development and deployment with our enterprise licensing options. Whether you're exploring feasibility or preparing for broader adoption, EscrowAI grows with your needs—securely, compliantly, and efficiently.

How it Works

EscrowAI’s secure workflows between data stewards and algorithm owners:

  • Enable the protected data never to leave the data steward’s secure Azure cloud environment
  • Ensure the protected, real-world data is never seen or shared with the algorithm owner
  • Encrypt and protect the intellectual property of the algorithm 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

Auf einen Blick

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