FIRST VAULT PILOT / PLANNED
Begin with one synthetic dataset class and one bounded collaboration. Validate the route from deposit to anonymized research view to reviewed output before considering an approved real-data pilot.
Review the acceptance gatesDefine one data class, its research purpose, responsible custodian, recipients, approved locations, retention and review ownership.
Implement artifact-specific filtering, de-identification assessment and reviewer approval inside the custody boundary.
Bind permission to the exact reviewed artifact, purpose, environment, recipient and expiry. Validate proof statements and their limitations.
Evaluate scientific usefulness, small-group disclosure and applicable patient-level model privacy. Test operational access, logging and incident handling.
REAL DATA IS A SEPARATE DECISION
A real pilot needs an actual custodian, research owner, qualified reviewers and an approved purpose. A hypothetical scenario supplies none of that authority.
Validate the applicable privacy basis, de-identification method, security controls, agreements, locations and operational responsibilities. No HIPAA status is inferred from this plan.
Clinical, Trials and AI capabilities need their own readiness evidence. The first Vault pilot is a bounded learning milestone, not a general medical launch.
ADVANCE DISCOVERY TOGETHER
Discuss a non-sensitive pilot outline with the Hybrid team.