Technology

A proprietary intelligence layer for rare disease.

A platform that structures clinical, phenotypic and real-world data into decision-useful intelligence for developers, investigators, regulators and access teams.

The challenge

Rare disease data is scattered by design.

Clinical signals sit in unstructured notes. Cohorts are undercounted. Investigators lack visibility to peers. Real-world evidence remains anecdotal. The result: therapies that struggle to find patients and patients who struggle to be seen.

The Pharma²⁸ technology layer

An intelligence platform, not a diagnostic tool.

Our platform structures data to help clinicians and developers make better decisions. It supports diagnostic pathways — it does not replace them.

Human plus data

Human clinical judgment. AI-enabled infrastructure.

Rare disease requires human clinical judgment, specialist interpretation and local medical credibility. AI-enabled infrastructure organizes, compares and prioritizes complex information — always in service of qualified clinicians, investigators and program teams.

Core modules

Structured clinical data lake

Consented, governed integration of clinical and phenotypic data.

Phenotype mapping

HPO-aligned patterning and signal detection across rare presentations.

Neural modeling

Models trained on curated cohorts to surface potential candidates.

Cohort identification

Stratification of populations aligned to therapeutic mechanism.

Investigator & site mapping

Discovery of centers and specialists with real cohort access.

Real-world evidence

Longitudinal analysis to inform access and post-market strategy.

How the technology works
  1. 01

    Ingest

    Consented data streams from partner institutions.

  2. 02

    Structure

    Standardized vocabularies, HPO alignment, provenance.

  3. 03

    Model

    Phenotypic pattern detection under clinical governance.

  4. 04

    Deliver

    Signals returned to clinicians and program teams for review.

Potential applications

Shortening diagnostic journeys

Surface candidate presentations for investigator review.

Cohort discovery for trials

Identify feasible populations by geography and phenotype.

Access & post-market intelligence

Longitudinal evidence to support reimbursement and continuity.

Responsible technology

Consent, governance, auditability and clinical oversight are prerequisites — not features. We publish our data governance framework.

Pharma²⁸

Building rare disease infrastructure, together.

If you are advancing a therapy, investing in the space, running a clinical program or coordinating patient identification — start a conversation with us.