Healthcare Data Integration Services
Taction Software provides healthcare data integration services that connect EHRs, labs, imaging systems, payers and digital health apps, so clinical and financial data moves accurately and securely. We build and support HL7 interfaces, FHIR APIs, integration engine channels and data pipelines for hospitals, health systems and healthtech companies across the United States. With 750+ integration projects delivered, we know most failures happen in data mapping, not connectivity, and we plan for that from the start. Book a free integration consultation to scope your project.
What Healthcare Data Integration Actually Solves
Healthcare data integration is the work of moving patient, clinical and administrative data between systems that were never designed to talk to each other. Every healthcare integration solution has to solve four separate problems: transport, format, meaning and reliability. Vendors often talk only about the first two. In our experience, the meaning layer, known as semantic mapping, is where projects slip, budgets grow and clinicians lose trust in the data that finally arrives.
Transport: Getting Data From A to B
Data travels over MLLP for HL7 v2, HTTPS for FHIR and REST APIs, SFTP for batch files and DICOM networking for images. Each route needs encryption, authentication, acknowledgements and careful firewall planning.
Format: Speaking the Same Standard
Systems emit HL7 v2, FHIR JSON, C-CDA XML, X12 EDI or proprietary CSV files. Integration software parses each format, validates its structure and transforms it into what the receiving system expects, without losing fields.
Semantics: Where Most Projects Fail
Two systems can exchange a valid message and still disagree on meaning. Local lab codes, custom order names and inconsistent units must be mapped to LOINC, SNOMED CT or RxNorm, and that mapping is slow, clinical work.
Reliability: Nothing Lost, Nothing Duplicated
Interfaces must survive downtime without dropping or duplicating messages. That requires queuing, retry logic, ordered delivery, replay after outages, alerting and reconciliation reports that prove every result reached the right patient chart.
Integration vs Interoperability
Integration connects specific systems. Interoperability is the broader ability of many systems to exchange and use data consistently. Good integration projects move you toward interoperability by using open standards instead of one-off, point-to-point formats.
Our Healthcare Data Integration Services
Our healthcare data integration services cover every layer of the stack, from a single lab interface to an enterprise healthcare data integration platform supporting hundreds of feeds. We work with your existing tools where they make sense, recommend new healthcare data integration software only when it solves a real problem, and document everything so your internal team can maintain it. Each service below can be delivered as a fixed-scope project, a dedicated team or ongoing managed support.
HL7 Interface Development
We build ADT, ORM, ORU, SIU, DFT and MDM interfaces with proper ACK handling, error queues and segment-level mapping. See our HL7 integration development services for message-level detail and examples.
FHIR API Integration
We connect to certified EHR FHIR R4 endpoints, implement SMART on FHIR authorization and build FHIR servers for your product. Learn more about our FHIR integration development work and approach.
EHR and EMR Integration
We integrate with Epic, Oracle Health (Cerner), athenahealth, eClinicalWorks, NextGen and MEDITECH using the interfaces each vendor supports. Our EHR/EMR integration services cover scheduling, orders, results and clinical documents end to end.
Integration Engine Implementation
We design, deploy and tune engines such as Mirth Connect, Rhapsody and cloud integration services, including channel architecture, high availability, monitoring and message store retention sized for your real message volumes.
Custom Healthcare API Development
When no standard interface exists, we build secure custom APIs and middleware. Our healthcare API development team designs versioned, documented and audited APIs that partners can adopt quickly and safely.
Data Migration and Analytics Pipelines
We migrate records during EHR replacements and build pipelines into warehouses such as Snowflake, with validation, reconciliation and de-identification where required, so analytics, reporting and AI teams can trust the numbers.
Healthcare Data Standards We Support
A healthcare data integration platform is only as useful as the standards it handles well. Real healthcare environments mix modern FHIR APIs with decades-old HL7 v2 feeds, document exchange and financial EDI, often inside the same workflow. Our engineers work across all of them daily, so we can design health data integration that uses the right standard for each job instead of forcing everything through a single format that fits some workflows poorly.
HL7 v2.x Messaging
HL7 v2 still carries most real-time clinical event traffic in hospitals. We handle versions from v2.3 through v2.8, custom Z-segments, MLLP over TLS and the vendor-specific variations that break generic parsers.
FHIR R4 and R5
We build and consume FHIR R4 APIs aligned with US Core, the version most US EHRs certify against, and support R5 where platforms offer it. Bulk Data export and SMART scopes are included.
C-CDA Clinical Documents
We parse and generate CCDs, discharge summaries and referral notes, and extract discrete data from document sections that are structurally valid but populated inconsistently across different EHR vendors and sites.
X12 EDI Transactions
We integrate HIPAA X12 transactions, including 270/271 eligibility, 276/277 claim status, 278 authorizations, 834 enrollment, 835 remittance and 837 claims, connecting clinical charges to revenue cycle systems without costly revenue leakage.
DICOM and Imaging
We connect modalities, PACS and viewers using DICOM services and DICOMweb, and bridge HL7 orders to modality worklists, so every imaging study matches the right patient, order and ordering provider.
NCPDP and IHE Profiles
For pharmacy workflows, we support NCPDP SCRIPT e-prescribing messages. For document and identity exchange, we implement IHE profiles such as XDS.b, PIX and PDQ used by regional and national health information exchanges.
Our Six-Step Healthcare Data Integration Method
Healthcare integration projects fail in predictable ways: unclear specifications, late test environments, unmapped codes and no plan for go-live problems. Our six-step method is designed around those risks. Each step has clear entry and exit criteria, so you always know what has been validated, what remains open and what your clinical or vendor teams need to provide next. The same method applies whether you are building one interface or fifty.
Integration Discovery
We inventory systems, data flows, volumes and vendor constraints, then collect sample messages and interface specifications. The output is a signed-off scope that names every feed, its owner and its acceptance criteria.
Architecture Design
We choose the standard, transport, engine or API approach, and security controls for each feed. Decisions are documented with the reasons behind them, so future teams understand why each choice was made.
Mapping and Development
We build channels, transformations and APIs, and complete field-level and code-level mapping with your clinical and lab experts. Mapping tables are version-controlled and reviewable, never buried inside hard-to-maintain transformation scripts.
Testing and Validation
We test with synthetic messages, edge cases and full end-to-end scenarios in vendor test environments, then run parallel validation to confirm output matches expected clinical and financial results before cutover.
Go-Live Support
We deploy in stages, monitor queues in real time during cutover and keep engineers on call to resolve issues quickly, before they ever reach clinicians, patients, registration staff or billing teams downstream.
Monitoring and Managed Support
After go-live, we monitor interface health, handle upgrades and vendor changes, and replay messages after outages, with alerts routed to the right people before a missing result becomes a safety issue.
Who We Build Healthcare Integrations For
Many healthcare data integration companies specialize in one type of client. We work across the ecosystem, which matters because most integrations involve at least two very different organizations with different priorities, budgets and technical constraints. Knowing how a hospital interface team, a reference lab and a startup each think lets us design healthcare integration solutions that get approved, tested and adopted faster, rather than stalling in review or waiting in someone's queue.
Hospitals and Health Systems
We extend internal interface teams, clear integration backlogs, support EHR transitions and connect new departmental systems without disrupting the existing, business-critical feeds that clinicians and staff depend on every single day.
Clinical and Reference Laboratories
We connect labs to ordering providers and EHRs, handling order entry, result delivery, compendium mapping and LOINC coding, so results arrive in the chart as discrete, usable data rather than scanned PDFs.
Digital Health and Healthtech Companies
We build the integration layer that lets your product plug into many health systems, so each new customer onboarding does not become another expensive, custom engineering project for your team.
Payers and Revenue Cycle Teams
We integrate eligibility, claims, remittance and prior authorization workflows across X12 and FHIR, linking clinical activity to billing so charges are not lost in the handoff between clinical and financial systems.
Why Choose Taction for Healthcare Data Integration
The best healthcare data integration partner tells you where the risk sits before you sign, not after go-live. Taction Software has delivered integration work for hospitals, labs, payers and digital health companies across the US. We combine interface engineering, API development and compliance experience, and we help organizations align every project with a wider healthcare interoperability consultingroadmap instead of building disconnected, one-off connections that quietly become tomorrow's maintenance burden.
Standards Depth, Not Just Connectors
Our engineers understand the standards behind the tools: HL7 segments, FHIR profiles, X12 loops and terminology systems. That depth is exactly what resolves difficult mapping and data quality problems quickly.
Security Built Into Every Feed
Every integration uses encryption in transit, access control, audit logging and secure message retention, aligned with HIPAA technical safeguards, your organization's own security policies and your customers' security review requirements.
Flexible Engagement Models
Choose fixed-scope projects, dedicated integration engineers or managed support. We scale the team to your interface backlog and hand over complete, current documentation whenever you decide to bring the work in-house.
US Presence With Extended Delivery Hours
With offices in Chicago, Austin, Sacramento and Cheyenne plus a delivery center in Noida, India, we cover US business hours and provide overnight monitoring for critical interfaces, so failed feeds are caught before morning clinics begin.
Frequently Asked Questions
What are healthcare data integration services?
What is the difference between healthcare integration and interoperability?
Do we need an integration engine?
How much do healthcare data integration services cost?
How long does a healthcare data integration project take?
How do you keep integrated healthcare data secure?
Ready to Scope Your Integration Project?
Book a free integration consultation with our HL7, FHIR and EHR integration team.