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Healthcare · AI accelerator

Clinical Trial Matcher

Matches patients to active trials with eligibility reasoning.

−70 to −80%
Pre-screening time
2–3×
Candidates surfaced
Weeks → days
Enrolment cycle
6–9 months
Payback period
Ct
Clinical Trial Matcher
HLT · No. 15 of 117
What it does

Clinical Trial Matcher in production

  • Parses protocol eligibility criteria into structured rules
  • Screens EHR cohorts against open trial protocols
  • Explains each match with the criteria met and missed
  • Ranks candidates for study coordinator outreach
  • Syncs referral status with the trial management system
  • Flags patients newly eligible after chart updates

45-second film: the Clinical Trial Matcher tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
EpicVeeva Vault CTMSMedidata RaveOracle Clinical OneClinicalTrials.govREDCap
Technology stack
PythonLlama 3.1 70B (clinical-tuned)MilvusPyTorchLangGraph
Compliance & security
HIPAANHS IG ToolkitDPDPHITRUST CSFGDPRISO 27001

See Clinical Trial Matcher running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

Book a walkthrough →Browse the library →