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Services

Custom Clinical AI for Your Organization

A private AI model trained on your data, deployed in your environment. Full data sovereignty. No data leaves your walls.

The Problem

Generic AI tools weren't trained on your patient population, your documentation style, or your clinical workflows. They hallucinate in your context. Your clinicians don't trust them. You need AI that understands how your organization practices medicine.

What We Deliver

Custom Clinical Model

Trained on your de-identified data. Understands your documentation patterns, formulary, clinical protocols, and patient population — not a generic foundation model.

Synthetic Data Generator

A private synthetic data generator calibrated to your population. Your research team gets unlimited records for analysis, model development, and IRB-compliant studies.

On-Premise Deployment

Runs entirely inside your environment. HIPAA compliant by architecture — no cloud dependency, no outbound data transfer, no external API calls.

How It Works

1

Scoping

Define data requirements, model objectives, and success criteria. We work with your clinical and IT leadership to establish what good looks like before work begins.

2

Data Preparation

Your IT team provides de-identified extracts via secure transfer. We handle format normalization, quality checks, and data preparation — your team doesn't need ML expertise.

3

Model Training

Training runs on our infrastructure using your de-identified data. We run iterative validation checkpoints and share progress reports throughout the training cycle.

4

Clinical Validation

Joint review with your physicians. Clinicians evaluate outputs against real-world scenarios from your patient population before any deployment decision is made.

5

Deployment

The model is delivered on-premise — running inside your environment, on your hardware. Your team controls access, logging, and integration with existing workflows.

6

Ongoing Support

Optional retraining, fine-tuning, and update packages as your patient data evolves, new clinical use cases emerge, or performance benchmarks need refreshing.

Data Sovereignty

Your de-identified data trains the model. The model deploys to your environment. We retain no copies of your data. Period.

Who This Is For

  • Health systems with 200+ beds and complex clinical workflows
  • Organizations running Epic, Cerner, or MEDITECH
  • AI-ambitious institutions without an in-house ML team
  • Research hospitals seeking private synthetic data infrastructure
  • Systems with high regulatory exposure and strict data governance requirements

Frequently Asked Questions

Ready to build AI your organization owns?

Schedule a scoping call. No commitment. We'll tell you exactly what's possible.

Schedule a Scoping Call