Healthcare & Life Sciences
Clinical notes, imaging and trial data are some of the most sensitive data that exists. We deploy AI that keeps protected health information inside your environment and supports the people who care for patients.

What makes AI hard in this sector.
Protected health information
PHI must be controlled, logged and never exposed to third-party models.
Clinical accuracy
Outputs need traceable sources and human review.
Research-scale compute
Genomics and imaging models need large, well-managed GPU capacity.
Where private AI helps.
Clinical documentation
Draft notes and summaries from encounters, reviewed by clinicians.
Prior authorization
Extract and check information from payer and provider documents.
Research assistants
Search literature and internal trial data with cited answers.
Imaging pipelines
Managed GPU pipelines for imaging and genomics models.
Frameworks we design for.
Our architectures and documentation are built to support audits against the frameworks that apply to you.

Where to start.
Private & On-Prem LLM Deployment
Run open-weight models inside your own servers, VPC or air-gapped network.
Learn moreCustom Model Fine-Tuning
Train models on your own data so they speak your domain and follow your rules.
Learn moreAI Security & Compliance Audit
Find model risks, data leaks and compliance gaps before an auditor or attacker does.
Learn moreReady to run AI on your own terms?
Book a 30-minute consultation with an infrastructure engineer. You'll leave with a clear view of options, costs and next steps, whether or not you work with us.