FDEs who understand health data and its rules.
Providers and health plans run on clinical, claims and operational data with strict privacy rules. Forward deployed engineers here need to work inside those rules and alongside clinicians and analysts.
Where FDEs help
Typical problems in healthcare
Access and capacity
Scheduling, no-shows and patient flow.
Revenue cycle
Coding, denials and prior authorization with fewer manual steps.
Quality and risk
Quality measures and risk adjustment, traced to the record.
Member and patient service
Assistants for staff that answer from policy and records.
Systems
The systems they need to know
We match engineers who have worked with the systems in your brief, not only the programming languages.
- Electronic health records
- Claims platforms
- FHIR and HL7 interfaces
- Care management
- Revenue cycle systems
- Data warehouses
- Contact center platforms
What a good FDE here understands
- Health privacy rules and minimum-necessary access
- Clinical and claims data models
- Interoperability standards such as FHIR and HL7
- How clinicians and analysts actually work
Roles
Roles we place in healthcare
Forward Deployed Engineer
Builds and ships AI applications and agents inside your systems.
About this roleForward Deployed AI Engineer
Makes model behavior reliable in production: evaluation, retrieval, guardrails.
About this roleForward Deployed Data Engineer
Gets your data into a state AI can use: pipelines, quality, access.
About this roleForward Deployed Infrastructure Engineer
Deploys and runs AI platforms in hard environments: private, on-premises, regulated.
About this roleDeployment Strategist
Finds the problem worth solving, sets the measure, and drives adoption.
About this roleFDE Hubs
A deployment strategist with a small team of engineers, working as one unit.
About this roleHire FDEs
Tell us the problem. We will match the engineers.
Someone who understands forward deployed work reads every brief and replies with a view on the engineers you need, how many, and the hiring option that fits.