Qivaya
Privacy-preserving aggregate governance

Personal health profile governance

Monitor adoption and safety boundaries through aggregate counts only, without access to patient identity or the contents of any health entry.

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No path to individual profiles

Names, allergies, conditions, medicines, and accessibility details are never shown. Provider access is unavailable.

METRICS ONLY

Governance metrics

Aggregate counts that reveal neither content nor identity.

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Zero-side-effect boundary rehearsal

Validates ownership, versioning, lifecycle, and the absence of provider access, clinical use, external exchange, and recommendations.