Forward Deployed Engineering

Forward Deployed Engineers for Genomic Labs and Healthcare Teams

A forward deployed engineer embeds directly inside your lab, clinic, or team, on-site or remote, and stays until the system runs in production, not just through the demo. NonStop's forward deployed engineers already know ACMG/AMP, Nextflow, GATK, FHIR, and CLIA/CAP before they start, and they build on six pre-built genomics accelerators instead of starting from a blank page.
Forward Deployed Engineers | NonStop

We Embed. We Build. We Leave Behind a System That Works.

What forward deployed engineering means at NonStop.

We Embed

We embed experienced engineers into your workflows, working as an extension of your team. Whether remote or on-site for US-based clients, they provide hands-on support to overcome technical challenges and ensure successful outcomes. They are already capable of building and deploying software solutions tailored to your lab workflow, engineering FHIR R4 and HL7 v2 interoperability, and building for the CLIA/CAP compliance environment.

We Build

No hand-off documents, no PowerPoint architecture that someone else has to implement. Our engineers write the code that runs against your data, inside your stack, under your compliance requirements, building platform, data, and bioinformatics as one system, and staying until it runs reliably at clinical volume.

We Leave Behind

A working system with full IP ownership, a team on your side that knows how to run it, and access to NonStop's genomics accelerators, including SmartReq, Intergenix, StrixFlow, Varion, GENVAR, and ReportStudio, that cut initial development time by 40 to 50 percent compared to building from a blank page. NonStop keeps the platform learnings. You keep the system.

Book a 15-Minute Scoping Call

Domain-Expert FDEs, Not Generalists Learning Genomics On Your Clock

Why NonStop's FDE model is different from a generic AI FDE vendor.

01

Genomics-Native From Day One

Our engineering team includes bioinformatics engineers and life-science graduates working alongside platform, data, and cloud engineers, already fluent in ACMG/AMP, Nextflow, GATK, FHIR, and HL7. A generic FDE hits a wall the first time they encounter a variant classification pipeline. Ours don't.

02

Registered Anthropic AI Partner

NonStop is a registered Anthropic AI partner. Our forward deployed engineers use Claude to accelerate delivery, with senior engineers reviewing everything that ships to production.

03

US-Deployable Engineering

On-site and embedded engineering deployment is available for US-based clients. When an integration problem only reproduces inside your environment, our engineers resolve it in person, not through a support ticket.

04

Accelerators as the Platform Layer

SmartReq, Intergenix, StrixFlow, Varion, GENVAR, and ReportStudio give every engagement a starting point instead of a blank page. Engineers deploy and customize a shared platform, and the platform absorbs what's learned from every deployment.

05

Technology-Agnostic Integration

Our engineers work across AWS, GCP, Azure, Nextflow, GATK, Databricks, Snowflake, Epic, Cerner, HL7 v2, and FHIR R4, whatever stack your lab already runs on.

06

A Decade of Production Track Record

90+ organizations across multiple countries since 2015, in HIPAA, SOC 2, and GDPR environments. This isn't a new delivery model bolted onto a young company, it's how NonStop has already been working.

90+Organizations served since 2015
40–50%Faster to production
6Genomics accelerators
100%IP ownership stays with you
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What Embedded Delivery Has Already Produced

Proof, not claims.

Lab Workflow Modernization

Genetic Lab Workflow Modernization

NonStop's engineers embedded with a U.S.-based genetic testing and diagnostics leader to modernize core lab workflows, order management, sample tracking, and reporting, while keeping the platform live through the entire rebuild.

55%Faster turnaround time
40%Faster code performance
Read the full case study →
AI-Assisted Interpretation

AI-Assisted Variant Interpretation

For a leading U.S. genomics laboratory, analysts were spending hours per case manually gathering evidence and applying ACMG/AMP criteria by hand. NonStop's embedded team built an AI-assisted evidence aggregation and scoring layer, preserving human-in-the-loop review and full audit traceability.

↓Turnaround time reduced
100%Human-in-the-loop preserved
Read the full case study →

Questions Labs Ask Before They Bring in an FDE

A forward deployed engineer is a software engineer who works embedded inside a customer's environment, on-site, hybrid, or remote, rather than building software remotely and handing it off. The role differs from consulting because a forward deployed engineer owns implementation and stays until the system runs in production, not just through a demo or proof of concept.
Traditional consulting typically delivers a report, a recommendation, or a scoped build that gets handed to the client's team to implement and maintain. Forward deployed engineering embeds the engineer inside the client's actual workflow, with production access, to build and stay accountable for the working system.
Yes. NonStop's forward-deployed engineers include software engineers, bioinformatics engineers, and life-science graduates already fluent in Nextflow and GATK pipeline orchestration, FHIR R4 and HL7 v2 interoperability, and the CLIA/CAP compliance environment, alongside platform, data, and cloud engineers.
Yes. On-site and embedded engineering deployment is available for US-based clients, in addition to remote embedding.
You do. NonStop's forward deployed engineers leave behind a working system with full IP ownership and a team on your side that knows how to run it.

88% of Enterprise AI Projects Never Reach Production. We're the Team That Stays Until Yours Does.

No pitch, just an honest read on whether to build, buy, or bring in forward deployed engineers, from a team that has already done this in clinical genomics and healthcare software.

Book a 45-Minute Architecture Review