FOR PHARMA & LIFE SCIENCES

Multimodal patient state.
For trials, endpoints, and real-world evidence.

Hale-X is a substrate, not a data set. Our clinical digital twin captures vitals, labs, treatments and imaging as a continuously updated patient state vector : usable for cohort enrichment, virtual control arms, longitudinal endpoint capture, and real-world evidence generation. EU-sovereign infrastructure, audit-ready by design, FAIR-aligned output.
USE CASES

Three doors into the substrate.

Cohort enrichment

Find the right patients for your trial faster, with state-vector matching across our hospital partners. Eligibility screening designed for the substrate, not for one inclusion criterion at a time.

Virtual control arms

Reduce trial cost and time-to-readout with retrospective matched cohorts from qualified institutions. EU-sovereign, audit-ready, fit for regulatory submission discussions.

Longitudinal endpoints & RWE

Capture response across the full patient state : not single timepoints. Generate real-world evidence with the granularity your protocol needs and the documentation your auditor expects.

HOW WE WORK

Engagement modes.

Substrate-as-a-service for trial enrichment · Co-developed virtual control arm projects · RWE generation for selected indications.

VITALSLABSTREATMENTSIMAGINGCOHORT ENRICHMENTVIRTUAL CONTROL ARMSRWE & ENDPOINTS
WHY OUR SUBSTRATE

Built for the questions you actually ask.

Multimodal coupling, not single-stream extraction.
EU-sovereign : and that matters more every year.
Audit-ready by design. Every prediction traceable.
Per-patient baselines. RWE that means something, not averaged-away.
WHERE WE ARE TODAY

Honest scope.

Hale-X partners with selected pharma and CRO organizations on a project basis. We are not a productized pharma platform : we are a clinical substrate that selected sponsors can engage with under tailored agreements. If your indication aligns with our active clinical pipeline, we'd like to talk.

CONTACT

Open a conversation.