Forward Deployed Engineering for Healthcare organizations
Light-it embeds senior healthcare engineers inside your team, fluent in HIPAA, HL7, and FHIR from day one. They move your AI and platform initiatives from architecture to production. And they build to the compliance and security standards your enterprise clients require.
Numbers speak for themselves
Healthcare AI rollouts hit the same wall almost every time
• EHR integration, compliance review, and the security posture your enterprise buyers audit before they sign.
• Hiring Senior engineers who know HL7, FHIR, and HIPAA together often take 6+ months to close.
• Generalist vendors who close the gap on paper, then spend their first quarter learning the regulatory environment your team already operates in.
Light-it forward deployed engineers work inside your stack from the start, already fluent in regulated healthcare delivery, so the integration and compliance work that usually delays go-live gets handled first.
How does Forward Deployed Engineering work?
Light-it delivers forward deployed engineering as a service for healthcare teams, and every engagement follows a repeatable cycle:
Industry standards expertise
Engineered to the compliance standards your customers and auditors require:
partners & TECH STACK
REGULATIONS EXPERTISE
What we build
Interoperability and EHR integration
Compliant, scalable infrastructure
Clinical AI in production
Light-it Embedded Engineering model
Every forward deployed engagement at Light-it follows a continuous cycle: embed, diagnose, build, test, and feed back. We call this the Light-it Embedded Engineering Model. It is the structural foundation behind every integration, workflow, and AI feature we ship for healthcare teams.
What Makes our model different?
100% healthcare focus, zero learning curve
Light-it works exclusively in healthtech and digital health, with 43+ shipped products across 38+ healthcare clients over 7+ years. Our engineers plug into your domain on day one without needing a crash course in healthcare operations.
Secure-by-Design infrastructure
We build production-ready systems that handle sensitive health data seamlessly from day one. Data privacy, security, and auditability are embedded directly into our code and pipelines, keeping deployment smooth and unblocked.
Fully integrated cross-functional teams
Product strategists, software engineers, UX designers, data engineers, and EHR integration specialists operate as a cohesive unit within a single, unified delivery organization.
EHR interoperability & complex data systems
We engineer platforms capable of operating across complex environments and strict regulatory frameworks. From deep HL7/FHIR integrations (including SMART on FHIR) to multi-region architectures compliant with HIPAA, SOC 2, GDPR, CCPA, PHIPA, and PIPEDA. We connect data silos into unified digital products.
Production-grade, human-centric AI
We move AI out of the lab and into daily clinical workflows. We build end-to-end AI systems with validation frameworks, accuracy benchmarks, and intuitive user interfaces designed directly alongside the clinicians who use them.
Accelerated delivery frameworks
Through our suite of pre-built infrastructure frameworks and data migration accelerators, we bypass foundational overhead to establish an enterprise-grade base that dramatically accelerates time-to-market.
How is Forward Deployed Engineering different from our other services?
Criteria
Day-to-day tasks
Ships production code
Healthcare compliance fluency (FHIR, HL7, HIPAA, HITRUST)
Time to start
Flexibility to scale
Light-it Embedded Engineering
Embeds with your team, diagnoses the actual technical or compliance blocker, builds and ships the integration directly into your codebase, owns debugging through go-live
Yes
Depends on the hire. Native to Light-it
Days to week
Up or down per engagement
Staff Augmentation (Light-it)
Takes tickets from your backlog and codes to your specs; doesn't typically own architecture or integration decisions
Sometimes
Depends on the hire. Native to Light-it
Days to weeks
Up or down per engagement
Consulting (Light-it)
Interviews stakeholders, documents findings, delivers a recommendation or roadmap; typically doesn't write production code
Rarely. Light-it can.
Depends on the firm. Native to Light-it
Weeks
Fixed scope
In-House Hiring
Does the same range of tasks as an FDE, but only after your own hiring, onboarding, and ramp-up process is complete. This can sometimes take too long or become more expensive.
Yes
Depends on hiring market
6+ months for senior healthcare engineers*
Fixed headcount
our CLIENTS
Results you can count on
Shorter Time to Production
6+ years embedding engineers who already speak HIPAA, HITRUST, and FHIR. That fluency cuts time and allows your team to ship better software and innovate faster.
Lower Total Delivery Cost
Hiring one senior healthcare engineer internally runs can take months and money your team does not have. An embedded engineer starts on your sprint without the search, the recruiter fees, or the vacancy gap.
Scalability Without a Hiring Cycle
Companies like Felix Health, Anise Health, Mavida Health scaled their embedded engineering capacity up and down as their roadmap shifted, no new hiring cycle required.
It needs to ship
A Light-it forward deployed engineer starts inside your stack now, fluent in the standards your customers audit for, and shares accountability for the outcome through go-live. Seven years, 43+ products, 38+ healthcare clients, in the one domain we work in.
See us in action
Frequently Asked Questions
Forward deployed engineering, answered
A forward deployed engineer is a software engineer who embeds inside a company's environment to own an implementation outcome, not just advise on it. Unlike staff augmentation, which adds hands to an existing team, or consulting, which recommends a plan, our forward deployed engineers build, ship, and stay accountable for the result. At Light-it, they work only in healthcare and arrive fluent in HIPAA, HL7, and FHIR.
No. Staff augmentation adds engineers to your existing team. Forward deployed engineering is an implementation service: the team owns the responsibility for deployment, the integrations, and the result, not just the hours worked.
Staff augmentation adds engineers who code to your specs but rarely own architecture or integration decisions. Consulting delivers a roadmap and usually stops before production code. A forward deployed engineer builds, integrates, and shares accountability for the outcome through go-live.
Our forward deployed engineers have more than 8 years of experience working in healthcare software. They embed inside your team's stack, standups, and workflows before writing code, so the healthcare context comes from direct exposure rather than a generic onboarding process.
Because Light-it engineers are healthcare-native, they skip the domain ramp-up that slows generalist vendors. Most engagements begin in days to a few weeks, against the six-plus months it typically takes to hire a senior healthcare engineer.
Yes. A Light-it forward deployed engineer ships production code into your codebase and owns debugging through go-live, which is the core difference from consulting.
Compliance risk comes from unfamiliarity with HIPAA, HITRUST, and FHIR/HL7 requirements, not from location. A forward deployed team with healthcare-specific experience such as Light-it reduces that risk regardless of where the engineers are based.
Any organization building software-driven patient, provider, or operational tools needs engineering ownership somewhere. Forward deployed engineering lets that ownership sit with a specialized team instead of requiring you to build an internal tech organization.
About the service
Is forward deployed engineering the same as staff augmentation?
No. Staff augmentation adds engineers to your existing team. Forward deployed engineering is an implementation service: the team owns the responsibility for deployment, the integrations, and the result, not just the hours worked.
Can an outside team really understand our clinical workflows?
Our forward deployed engineers have more than 8 years of experience working in healthcare software. They embed inside your team's stack, standups, and workflows before writing code, so the healthcare context comes from direct exposure rather than a generic onboarding process.
Is offshore forward deployed engineering a compliance risk?
Compliance risk comes from unfamiliarity with HIPAA, HITRUST, and FHIR/HL7 requirements, not from location. A forward deployed team with healthcare-specific experience such as Light-it reduces that risk regardless of where the engineers are based.
We're not a tech company, do we still need this?
Any organization building software-driven patient, provider, or operational tools needs engineering ownership somewhere. Forward deployed engineering lets that ownership sit with a specialized team instead of requiring you to build an internal tech organization.
What is a forward deployed engineer?
A forward deployed engineer is a software engineer who embeds inside a company's environment to own an implementation outcome, not just advise on it. Unlike staff augmentation, which adds hands to an existing team, or consulting, which recommends a plan, our forward deployed engineers build, ship, and stay accountable for the result.
