EscrowAI: Execution Security for AI — Protecting Both Data and Model IP Within Your Boundary

EscrowAI delivers Execution Security for AI — protection that doesn't stop once access is granted. It enables secure collaboration between data custodians and AI developers, or defends a single organization holding both the data and the model against adversarial attacks. Sensitive data stays inside the custodian's environment, and model IP remains secure even during execution, across machine learning, LLMs, agentic workflows, and autonomous systems — built for healthcare, oil & gas, defense, government, and other regulated industries.

EscrowAI's automated workflows operate a Trusted Execution Environment with Azure confidential computing inside the data custodian's Azure tenant, enforcing a controlled boundary with independent key management and remote attestation. Key actions, including data and model version, are captured in an immutable, verifiable record, turning compliance from a policy claim into proof.

It removes the governance and legal risk that stalls data collaborations between institutions, ensures unauthorized people or agents never gain access to sensitive data or models, and gives organizations a verifiable way to monitor and control what happens throughout execution. Ideal for data custodians, model developers, researchers, and Microsoft sellers unlocking deals blocked by data-sharing constraints or threats of adversarial attacks.