Clinical Privacy Index The Stack Bio-Stream About Research Contact
The Clinical Intelligence Grid

Privacy infrastructure
for healthcare data.

We build infrastructure for provably private clinical data. Synthetic cohorts carry formal differential-privacy guarantees, so research crosses borders while patient records never do.

🇸🇪 Stockholm
Contact
Foundations
Architected for HIPAA FHIR R4 Native CPI-Scored Outputs Designed for DPDP Act
The Clinical Privacy Index

Every dataset
carries proof.

Each dataset synthesized on the platform receives a Clinical Privacy Index score: one number measuring statistical privacy, clinical utility, and regulatory readiness, with sub-scores per jurisdiction.

Clinical Privacy Index
0
Certified for Enterprise Deployment
DATASET: SAMPLE-ONCOLOGY-COHORT  |  REGULATORY MAPPING: HIPAA + DPDP
✓ All four CPI components passed  •  Audit trail issued  •  Deployment ready
Illustrative certification — sample output

Every dataset ships with its certificate.

The Stack

From raw records to
certified synthetic data.

01/
Ingest.
+

Source data arrives as FHIR R4, HL7, CSV, or direct EHR export. The pipeline validates schema and classifies PHI fields before synthesis. No copies leave the source environment.

FHIR R4HL7EHR SystemsDirect APICSV
02/
Synthesize.
+

The privacy engine generates synthetic equivalents under formal differential-privacy guarantees, configurable to a chosen privacy–utility target. Clinical correlations and co-occurrences are preserved. Longitudinal synthesis is patent-pending.

Privacy EngineClinical OntologyCorrelation PreservationFHIR-Native
03/
Certify.
+

Each output receives a Clinical Privacy Index score measuring privacy strength, clinical utility, and regulatory readiness, with sub-scores per jurisdiction.

CPI ScoreRegulatory MappingJurisdiction ScoresUtility Grade
04/
Deploy.
+

Certified datasets export to research and ML pipelines through a standard API. Every deployment is recorded in an immutable audit trail.

PyTorchTensorFlowREST APIBio-StreamAudit Trail
INGESTSYNTHESIZECERTIFYDEPLOYDEPLOY &BIO-STREAMCPICERTIFICATION94PRIVACYENGINEEHR / FHIRINGESTPHI94
Bio-Stream · Target Network Architecture

Cross-border clinical intelligence corridors.

This is the grid we are building: a Stockholm-anchored network designed to connect healthcare institutions across jurisdictions. Certified synthetic cohorts move. Patient records do not.

NORTH AMERICA CORRIDORAFRICA NETWORKASIA-PACIFICLONDONAMSTERDAMFRANKFURTOSLOCOPENHAGENHELSINKIZURICHBOSTONCHICAGOSAN FRANCISCOHOUSTONDELHIMUMBAIHYDERABADCHENNAINAIROBILAGOSCAPE TOWNTOKYOSINGAPORESYDNEYSTOCKHOLMGLOBAL HUB · EU DEMANDNEW YORKUS DEMANDBENGALURUINDIA SUPPLY NETWORKIndia–EU CorridorNorth AmericaAfrica NetworkAsia-PacificBidirectional
Drag to explore
CPI scoring designed into every corridor
India supply network · in active development
EU demand corridor · Stockholm-led
Raw records never leave the source institution
Intra-Europe grid: Nordics · UK · Benelux · DACH
Africa network: Nairobi, Lagos, Cape Town
Asia-Pacific: Tokyo, Singapore, Sydney
Contact

Contact.

Write to us about your data, your constraints, and what you are trying to learn.

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