EHR and EMR Integration
Your product and the clinic's EHR should speak the same language—we design FHIR APIs, legacy adapters, and sync you can run in production.
For teams connecting products to existing health records.
Integration architecture
New products fail in healthcare when they cannot talk to the systems clinics already depend on. Integrations are often treated as a late-phase task and become the longest, riskiest part of the project.
We design data flows and APIs early: FHIR where appropriate, pragmatic adapters for legacy systems, and clear ownership of what syncs in real time versus batch.
What we see in the field
These are the patterns we fix before writing production code.
Integration as an afterthought
Products launch without a stable data contract. Clinics cannot adopt until someone fixes sync in production.
Legacy data trapped
Years of patient history stuck in formats that do not map cleanly to modern APIs.
Silent sync failures
Records diverge between systems. Staff discover conflicts during a visit, not from monitoring.
What we build for you
Concrete capabilities—not a generic feature list.
FHIR API design
Resources, mappings, and documentation your team and partners can implement against.
Legacy adapters
Pragmatic bridges for systems that will not move to FHIR overnight.
Validated migration
Checkpointed imports with reconciliation reports—not a one-shot dump.
Production sync ops
Retries, dead-letter handling, and dashboards when integrations drift.
How we deliver this
A structured path from discovery to something your team can run.
- 01
Inventory systems and data
What lives where, what must be real-time, and what regulators require you to retain.
- 02
Define the integration contract
FHIR resources, event model, and error semantics agreed before feature work piles up.
- 03
Build and test with real data
Sandbox and staged environments with validation scripts—not demo datasets only.
- 04
Operate in production
Monitoring, alerting, and runbooks so your team owns integration health long-term.
Outcomes you can expect
- Faster clinic adoption because data appears where clinicians expect it
- Migrations completed with evidence, not assumptions
- Fewer production incidents from undocumented sync gaps
- Integration documentation your engineers can maintain
What we deliver
- FHIR-based APIs and mapping documentation
- Legacy data migration with validation checkpoints
- Bidirectional sync between your product and EHR/EMR
- Monitoring and error handling for production operations
Who this is for
- Health-tech startups building on top of clinic systems
- Hospital groups connecting multiple facilities
- Vendors replacing one EMR while preserving history
The result
Products ship without a stable data contract. Clinics cannot adopt until someone fixes sync in production—usually under deadline pressure and blame. Integration done late is the most expensive feature you will build.