Capabilities

Three Pillars.
One Integrated Platform.

MedX isn't a site. It's a system. Trusted physicians, embedded operators, and AI-native infrastructure — working as one layer to deliver cleaner data, faster enrollment, and more representative outcomes for sponsors.

The Architecture

What MedX Actually Is.

Three interlocking capabilities — each powerful alone, compounding when combined.

PHYSICIANS Trusted network

The Physician Layer

Direct partnerships with independent, physician-owned practices across the Houston metro. The clinician patients already know, trust, and see — now also their gateway into cutting-edge research.

  • Solo and small-group private practices
  • Internal medicine, endocrinology, cardiology focus
  • Established patient panels of 1,000+
  • Transparent partnership economics
EMBEDDED Operating model

The Embedded Model

MedX-employed, GCP-trained coordinators operating inside each physician's clinic — not a satellite site across town. EMR-integrated. Workflow-aligned. Trust inherited, not built from scratch.

  • Full-time on-site during recruitment windows
  • Direct EMR access for screening & source data
  • Daily physician–coordinator sync
  • Patients never leave their care environment
TECHNOLOGY AI-native stack

The Technology Layer

An AI-first operating stack built for the realities of site-level work — not bolted onto legacy CTMS. From feasibility to EDC, every stage has a machine-assisted workflow behind it.

  • AI-assisted protocol feasibility matching
  • Intelligent EMR-based patient identification
  • Predictive enrollment forecasting
  • Automated source-data anomaly detection

Performance Profile

How MedX Stacks Up.

Sponsors compare sites across a handful of dimensions that matter for protocol success. Here's where the MedX embedded model changes the math — visualized against the traditional SMO baseline.

MedX Embedded
Traditional SMO baseline

Illustrative — based on sponsor-reported benchmarks for embedded site organizations vs. standalone SMOs.

Enrollment Speed Data Quality Retention Diversity Cost Efficiency Patient Trust

The Tech Stack

An AI-Native Operating Layer.

Legacy CTMS was designed before modern machine learning existed. MedX is building a stack where intelligence is the default at every layer — not a feature grafted on top.

L5

Sponsor Interface

Real-time dashboards · feasibility reports · enrollment telemetry

Live KPIs API-first
L4

AI Orchestration

Matching · forecasting · anomaly detection · document automation

LLMs ML pipelines Agents
L3

Operations Layer

Visit scheduling · source-data verification · coordinator workflows

CTMS eSource EDC
L2

Data Foundation

EMR ingestion · de-identified patient graph · protocol library

FHIR HIPAA SOC 2 path
L1

Physician Practice

EMR systems · existing clinical workflow · active patient panels

Athena Epic eCW

Capability Matrix

Twelve Capabilities, One Platform.

Every cell below represents a measurable capability MedX delivers or is building toward. Hover over any hex to learn what's inside.

Protocol Feasibility

AI-assisted scoring vs. live network

Patient Matching

EMR-based cohort identification

Enrollment Forecasting

Predictive velocity & screen-fail modeling

eSource & EDC

Clean data-to-sponsor pipelines

Investigator Training

GCP, protocol-specific onboarding

Visit Scheduling

Automated patient-coordinator sync

Site Monitoring

Real-time deviation & risk signaling

Regulatory Readiness

IRB, FDA, GCP-compliant from day one

Patient Experience

Bilingual, trust-first engagement

Safety Reporting

Automated AE/SAE escalation workflows

Data Integrity

Anomaly detection at the source

Want to go deeper on any of this?

Send us a protocol synopsis and we'll return a capability-matched feasibility assessment within three business days.

Request a Feasibility Review