The Ecosystem · 03 Layers

The trust layer for clinical AI.

Three products. One promise. PrivaSure protects the data before it moves. HealthLLM Fabric lets you safely use any healthcare LLM. MarketPlace turns cleared data into research and revenue. Adopt one, swap another, or run the whole stack — the seams are designed to disappear.

03 — Monetization

MarketPlace

Secure exchange for de-identified healthcare datasets — every listing PrivaSure-cleared before it enters the catalog. Buy, sell, license, or train on it.

Datasets Pricing NDAs
4 Pricing models supported
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02 — Fabric

HealthLLM Fabric

AI control plane that lets clinicians use any healthcare LLM — commercial, open-source, or on-prem — without ever exposing PHI. Policy-aware routing with full audit.

LLMs PHI Guard FHIR
4 Model classes orchestrated
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01 — Privacy Layer

PrivaSure

End-to-end de-identification for healthcare data — Safe Harbor, Expert Determination, and a dual-token re-identification ledger built to be the reference standard.

HIPAA GDPR EMA
18 PHI identifiers auto-detected
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01 — The Stack

Built to compose. Sold to ship.

Each layer is a product in its own right — independently versioned, independently sold, and engineered to land inside your existing infrastructure without a rip-and-replace conversation.

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Monetization Layer

MarketPlace

Where de-identified healthcare data turns into research and revenue. A secure exchange for buying, selling, and licensing privacy-cleared datasets — every listing PrivaSure-gated before it enters the catalog.

Unified exchange and monetisation for de-identified datasets, APIs, connectors, and AI/ML models - all validated, cataloged, and deployment-ready Automated NDA, DUA, and BAA generation eliminates legal administration so organizations focus entirely on data value Challenge Centre connects data scientists and AI researchers to de-identified clinical datasets — transforming idle data into structured, outcome-driven innovation Every listing is PrivaSure-validated at ingestion - de-identified, tokenized, and non-re-identifiable before reaching any buyer
100+ Free datasets available
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Reasoning Layer

HealthLLM Fabric

The AI control plane that de-identifies PHI, PII, PSI in real time as it leaves the Healthcare Systems — so clinicians can use any healthcare LLM without ever exposing patient data. FHIR-aware retrieval, specialized models for billing and clinical workflows, and a per-inference audit trail for compliance and IRB.

Real-time PHI, PII, PSI de-identification before any Healthcare Systems data enters the platform FHIR-aware retrieval over Healthcare Systems, Claims, and Clinical documents Per-inference audit ledger for compliance and IRB workflows Specialized models — billing, clinical, RCM, operational — orchestrated as one
100% Secure model access
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Privacy & Data Layer

PrivaSure

The reason the rest of the stack is allowed in the building. Twelve de-identification techniques across Safe Harbor, Expert Determination, custom rules, and tokenisation — engineered to be the reference standard for healthcare data privacy, not just another compliance checkbox.

12-method de-identification framework spanning 4 Safe Harbor, 4 Expert Determination, 3 Custom Rules, and 1 Tokenisation method Dual-token architecture separates patient identity from data payload, ensuring records remain permanently non-retraceable and locked to their intended purpose Cross-dataset linkage engine paired with differential privacy provides mathematical guarantees against re-identification while enabling longitudinal analysis across disparate clinical sources Fully compatible with Epic, Cerner, and all major EHR systems, with native ingestion support for EDI 837P, EDI 837I, EDI 837D, and all standard medical claims formats
18+ PHI identifiers auto-detected
02 — Anatomy of a request

Signal in. Decision out.

L03 Marketplace

MarketPlace · the vault

  • 250+ Free Datasets
  • Challenge Center
  • Automated NDAs & DUAs
240 live agents 12 min install
L02 Reasoning

HealthLLM Fabric · The cortex

  • Real-Time PHI De-ID
  • EHR-to-LLM Pipeline
  • Multi-Model Orchestration
6 model families 14M sources
L01 Trust root

PrivaSure · the kernel

  • Dual-Token Architecture
  • 18+ PHI Identifiers Auto-Detected
  • Data Stays On-Premise
HIPAA · ISO 27001 0 incidents

Raw PHI , PII, PSI enters PrivaSure. De-identified, it flows into HealthLLM Fabric. A governed answer surfaces in MarketPlace — citable, auditable, and ready to act on in seconds.

De-identification happens before any data touches a model. Reasoning stays governed. The clinician sees one answer — not a model zoo — with the full provenance trail one click below the surface.

01 PrivaSure signs and scopes the query at the hospital edge +
02 PHI, PII, PSI stripped in real time — data never leaves your perimeter +
03 HealthLLM Fabric routes to the right model and retrieves clinical evidence +
04 MarketPlace surfaces a citable, outcomes-linked recommendation — every step in an immutable ledger +
03 — Trust framework

Audited continuously. Trusted by name.

Compliance is not a release artefact — it is the operating budget. Every layer carries independent attestation, and every model in MarketPlace passes a clinical and security review before it ever sees a patient record.

Cleared For
ISO 27001 HIPAA SOC 2 Type II UAE DHA GDPR HL7 FHIR NIST AI RMF NABIDH MALAFFI RIAYATI
ecosystem.

Pick a layer. Or take the whole stack.