AGENT 16 / 11 · RETAIL & E-COMMERCE · CLINICAL & PATIENT OPERATIONS

Clinical Trial Patient Matcher

Screens every candidate's electronic health record against a trial's full inclusion and exclusion criteria — work a coordinator would otherwise do chart by chart.

READS FROMElectronic health records, trial protocol database

MCP SERVERHealthcare Data Server

MODELRouted to reasoning-tier open model

HANDS OFF TOBio-Statistical Analysis Assistant

RUN THE AGENT

Set your candidate pool, model the screening impact

Adjust pool size and per-patient screening time and the agent recalculates hours saved and eligible patients found instantly.

ASSUMPTIONS

Patient records screened 5000

Manual chart review time / patient (min) 12

Agent screening time / patient (min) 0.8

Manual review match rate 6%

Agent match rate 11%

Staff cost per hour (£) 40

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Screening hours saved

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Labor cost savings

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Extra eligible patients found

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Total matches identified

Metric	Value

HOW IT WORKS

What the agent actually does

1. Parse the protocol	Reads the trial's inclusion/exclusion criteria alongside structured and unstructured EHR fields — labs, diagnoses, clinical notes.
2. Screen at scale	Checks every candidate in the pool against every criterion, rather than a coordinator manually reviewing charts one by one.
3. Rank by fit	Surfaces the closest-matching patients first, with the specific criteria each one meets or fails.
4. Hand off	Passes the shortlist to trial coordinators for consent conversations, and flags near-miss patients for future trials.