BUILt FOR NATERA
AI Infrastructure
Built for Natera's Workloads.
Efficient. Reliable. Compliant.
As Natera scales foundation models, regulated genomic pipelines, and NVIDIA-powered workflows, infrastructure becomes the difference between acceleration and operational drag.
30-Min Technical Consultation
With WhiteFiber's engineering team.
No sales deck - straight to infrastructure.
THE INFRASTRUCTURE CHALLENGE
Foundation model training, clinical pipelines, and patient data sovereignty don't run on the same template.
Natera is training multimodal AI models on one of the largest longitudinal oncology datasets ever compiled, processing 60,000 genomic pipelines a week, and absorbing the complexity of a recent platform acquisition. The science is scaling faster than most infrastructure was designed for.
Model ambitions scale faster than standard compute can follow
Genomic AI workloads grow in complexity before infrastructure catches up. Shared cloud handles today. Engineered infrastructure handles what comes next.
Platform growth adds complexity faster than headcount can scale to match
The Foresight acquisition, new MRD and whole genome sequencing launches mean more workloads, more data types, and more compliance surface area on the same team.
Regulated patient data limits where you can train and what you can run
Maintaining PHI boundaries across 250,000 tumor exomes requires infrastructure designed for those constraints from the start, not compliance controls added as the workload grows.
HOW WE WORK
Production Infrastructure for Natera's Next Phase
WhiteFiber designs, deploys, and operates custom AI infrastructure for regulated enterprises. We partner with our customers to ensure their workloads never outgrow their infrastructure.
Requirements
Map Natera's training workloads, Signatera pipeline throughput, CLIA / HIPAA constraints, and NVIDIA stack requirements into a single infrastructure brief.
Design
Architect dedicated environments for foundation model training and clinical inference, isolated, validated, and built around Parabricks and BioNeMo performance targets.
Deploy
Deploy across WhiteFiber data centers or co-located infrastructure, direct-to-chip liquid cooling, B300 / GB300 clusters, and dark fiber cross-connectivity.
Operate
Ongoing management with contracted SLAs, continuous optimization as model complexity grows, and a team that understands life sciences compliance, not just ops.
WHY WHITEFIBER
The infrastructure decisions you make now determine what scales later.
WhiteFiber designs, builds, and operates compliant, performant, and scalable AI infrastructure.
Preferred Partner Status
Natera's NVIDIA collaboration across BioNeMo and Parabricks demands an infrastructure partner with direct-to-chip access, not generic GPU provisioning.
Timelines Are Contracted, Not Estimated
For organizations running regulated clinical pipelines at scale, that distinction delivers operational control from day one.
HIPAA + GxP From the Ground Up
Validated compute environments so teams can move fast on model development without moving blind on regulatory exposure.
Fully Air-Gapped Private AI Option
For workloads where patient data must never leave a controlled perimeter. Designed for organizations where regulatory confidence is a requirement, not a feature.
The science doesn't wait.
Don't let your infrastructure get in the way.
Talk through your workload requirements with WhiteFiber's engineering team. No sales deck, straight to infrastructure.
.svg)
Preferred Partner