ClinicalMatch speeds patient-trial matching by converting trial inclusion/exclusion criteria into structured queries and matching them to de-identified EHR snippets and patient self-reports. It addresses frequent complaints from trial recruiters and patient advocacy groups about slow recruitment and poor eligibility filtering. The product sells to CROs, academic medical centers and biotech startups as a subscription with per-match pricing for accelerated recruitment. Initial focus is integration with research coordinators' workflows and a reviewer-assisted matching UI to reduce false positives.

• Transforms free-text eligibility into validated query sets
• Reviewer workflow to validate matches and reduce screening costs
• Reporting dashboard for cohort build and recruitment forecasting