FOR INSTITUTIONS
86% of trials fail to recruit on time.
We fix that.
Pilot programs available for academic medical centers, health systems, and CROs. Deploy MatchVox in your environment, connect to your EHR, and start matching patients to trials automatically.
Expert Consultation
Lab Research
Digital Tools
Clinical Research
VALIDATED
Externally tested
Evaluated against independent expert gold labels. 90% match accuracy validated externally. Not self-reported metrics on internal benchmarks.
EXPLAINABLE
Every score justified
Multiple independent explainability methods. Clinicians see why a trial was ranked, not just that it was.
DEPLOYABLE
Your infrastructure
On-premise or VPC deployment. FHIR/HL7 integration. No patient data leaves your network. BAA included.
How institutional pilots work
Discovery call
We learn about your trials, infrastructure, and recruitment challenges.
Technical setup
Deploy on-premise or connect via API. FHIR/HL7 integration included.
Pilot matching
Run MatchVox against your patient population. See ranked results in 3 seconds.
Evaluate & scale
Review accuracy, compare to existing workflows, and decide on full deployment.
BACKED BY RESEARCH
5 peer-reviewed papers
Our methodology is published and independently evaluated. Read our research on silver-label validation, multi-method explainability, and hybrid neural-boolean architectures.
Read our publicationsThink your system is better? Let's find out.
We run head-to-head benchmarks against any clinical trial matching system. Same patients, same trials, same criteria. The results speak for themselves.
Open challengeREQUEST ACCESS
Start a pilot
Tell us about your institution. We typically respond within 2 business days.