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Clinical Imaging Infrastructure
Clinical‑Grade Imaging Infrastructure for Reliable Medical AI

Unmatched speed & accuracy for Radiology & Pathology AI — shipped as governed dataset releases with evidence packs.

Request a Reliability Audit Benchmark Your Dataset Download Governance Checklist
Clinical imaging annotation illustration
SOC 2 Type II ISO 27001:2022 HIPAA compliant PHI controls + audit logs Versioned releases

What this page is for

This is your enterprise conversion layer. Buyers arrive skeptical. We give them a reliability system, an evidence pack, and a clear pathway into the right imaging vertical — radiology, pathology, or volumetric.

Reliability scoring (CG‑DRS)Measurable quality, agreement, traceability, and drift readiness.
Evidence PackQC report, consensus report, lineage export, monitoring spec.
Release GatesPass / Conditional / Fail based on evidence, not opinions.
MonitoringDrift triggers + edge-case loopback to prevent silent regression.
Reliability is not a claim. It's a tracked system — with thresholds, evidence, and release discipline.
Sales-ready claim: If your dataset can’t be defended with lineage + agreement + QC artifacts, it isn’t production‑grade.
What enterprises buy

Infrastructure, not labeling

A dataset lifecycle that is traceable, measurable, and defensible across clinical review and deployment monitoring.

Evidence packRelease gatesMonitoring triggers
GovernanceLineage, SOP mapping, access controls, change control.
ValidationExpert consensus workflows + adjudication confidence.
Deployment readinessShift thresholds + alert routing + edge‑case loopbacks.
Choose your imaging vertical

Clinical Imaging AI Infrastructure

Three pages built to convert enterprise imaging teams — each with a lifecycle diagram, evidence pack, and deployment positioning.

RadiologyPathologyVolumetric
Radiology icon

Radiology AI Infrastructure

Deployable datasets for CT/X‑ray/MRI with quantified consensus, scanner/site drift readiness, and evidence packs.

View Radiology page
Pathology icon

Pathology Imaging Infrastructure

WSI provenance, governed tile sampling, patch QC, and slide-level consensus for clinical trust.

View Pathology page
Volumetric icon

Volumetric Imaging Infrastructure

3D-first SOPs, continuity/topology QC, protocol governance, and worst‑site robustness quantification.

View Volumetric page
Request a Reliability Audit Share a dataset manifest. We return an initial CG‑DRS diagnostic, risk register, and a recommended validation plan + monitoring triggers.
Download Governance Checklist Book a Regulatory Readiness Review