Different data models
External products and EHRs represent patients, encounters, documents, status, identifiers, and codes differently.
EHR Integration Services
EHR Integration Services for Connected Healthcare Workflows
Torch Solutions connects healthcare applications with EHR systems through FHIR, HL7, SMART on FHIR, vendor APIs, secure data mapping, and monitored workflows.
What Is This Service?
Connect clinical and operational software without losing workflow context
EHR integration connects an external application with electronic health record data and workflows. Depending on the product, that may include patient demographics, appointments, encounters, medications, laboratory results, documents, orders, billing context, or approved clinical notes.
Healthcare organizations need EHR integration when manual re-entry, disconnected portals, delayed records, or isolated digital products create extra work and risk. FHIR, HL7, SMART on FHIR, webhooks, and vendor-specific APIs provide different levels of interoperability; none removes the need for careful mapping and workflow ownership.
Torch Solutions has practical experience with Athenahealth and CharmHealth integrations in clinical documentation workflows. We evaluate Epic, Oracle Health/Cerner, eClinicalWorks, and other platforms according to the interfaces, programs, credentials, and environments available to the client rather than claiming unsupported access.
Integration scope is deliberately tied to the clinical or administrative outcome. Reading every available resource can create unnecessary PHI exposure and a maintenance burden without helping the user. Writing data introduces additional responsibility because the destination record may drive care, billing, or reporting. We identify the system of record for each field, whether synchronization is one-way or bidirectional, how updates are reconciled, and what happens when a patient, appointment, or encounter cannot be matched. This prevents an integration from quietly creating duplicate records or overwriting more authoritative information.
Production support is planned before go-live. Vendor sandboxes may behave differently from customer environments; credentials expire; mappings change; rate limits are reached; and an EHR may return partial or delayed information. We provide observable queues, correlation identifiers, safe retries, reconciliation views, alerts, and documented escalation so support teams can determine whether a failure belongs to the application, interface engine, network, vendor, or source data. That operational layer is essential for an EHR integration service that healthcare teams can rely on daily.
Multi-customer healthcare products need an additional configuration layer. Each organization may use different identifiers, locations, appointment types, document categories, custom fields, terminology, and enabled resources even when the EHR brand is the same. We separate reusable integration logic from customer-specific mapping, credentials, and feature settings. This allows controlled onboarding and testing for each tenant without copying an entire codebase. It also gives product and implementation teams a clear record of which capabilities are active for a customer and which limitations originate with the vendor or local configuration. Change history makes those implementation decisions easier to review during support and upgrades.
Business Challenges
Healthcare technology problems that require more than a surface-level fix
Legacy HL7 workflows
Event-driven messages require reliable interfaces, acknowledgements, routing, transformation, and operational monitoring.
Vendor variability
Authentication, rate limits, sandbox access, certification, supported resources, and write capabilities differ between EHR vendors.
Duplicate or mismatched patients
Identity matching errors can create unsafe record associations, duplicate data, or failed synchronization.
Hidden manual steps
An API connection does not solve a workflow if staff must still reconcile statuses, review documents, or correct mappings manually.
Limited failure visibility
Silent interface errors and delayed messages leave teams unsure whether data reached the destination.
Our Solution
A complete product and engineering approach
Interoperability discovery
We map users, source and destination systems, available standards, vendor requirements, data ownership, clinical review, and operational support.
Integration architecture
FHIR resources, HL7 messages, API contracts, identity, queues, mapping, retries, idempotency, audit events, and error handling are designed together.
Workflow-centered development
Interfaces are built around scheduling, documentation, patient access, clinical review, or another defined outcome—not around moving every possible field.
Testing and operational launch
Sandbox validation, mapping tests, negative cases, reconciliation, monitoring, support tools, staged rollout, and production verification reduce integration risk.
Features & Capabilities
Capabilities shaped around healthcare workflows
FHIR integration
Read and write supported resources through standards-based REST APIs with correct profiles, references, and terminology.
HL7 integration
Process ADT, scheduling, orders, results, documents, and related messages with acknowledgements and monitored delivery.
SMART on FHIR
Launch context-aware applications inside supported EHR workflows using OAuth 2.0 scopes and authorized resources.
Athenahealth integration
Connect supported patient, appointment, document, report, and clinical workflows using available Athenahealth APIs.
Epic and Cerner pathways
Design around available FHIR programs, vendor access, app registration, scopes, environments, and organizational approval.
Scheduling and documents
Synchronize appointments, status, intake, clinical documents, and approved outputs with clear ownership.
Monitoring and reconciliation
Expose failed messages, retries, mapping errors, unmatched patients, and synchronization status to support teams.
Business Benefits
Business value designed into the system
Reduce duplicate entry
Connected workflows prevent staff from repeatedly copying patient, appointment, and documentation data between systems.
Improve data timeliness
Event-driven and API integrations make relevant information available closer to the moment it is needed.
Fit provider workflows
SMART launches and context-aware interfaces reduce navigation and preserve the patient or encounter in view.
Support healthcare SaaS adoption
Reliable EHR connectivity helps a product participate in the organization’s established clinical and administrative operations.
Create accountable operations
Audit trails, reconciliation, monitoring, and support tools make interface health visible instead of relying on user complaints.
Our Healthcare Integration Process
From interface discovery to supported production exchange
Vendor and workflow discovery
We confirm the EHR, version, organization, program, credentials, sandbox, use case, users, resources, and approval path.
Data mapping
Identifiers, codes, resources, messages, fields, status, ownership, and source-of-truth rules are documented.
Security architecture
OAuth, SMART scopes, service credentials, secrets, network controls, PHI logging, auditability, and access are designed.
Experience design
Patient matching, authorization, clinical review, errors, synchronization status, and support workflows are prototyped.
Interface development
APIs, HL7 processing, queues, transformations, webhooks, persistence, retries, and idempotency are implemented.
QA and security testing
Positive, negative, duplicate, delayed, unauthorized, malformed, and failure-recovery scenarios are validated.
Staged deployment
Pilot users, limited data, monitoring, reconciliation, rollback, and vendor coordination support a controlled launch.
Maintenance
Vendor changes, expired credentials, mapping updates, failures, capacity, and workflow feedback are monitored and addressed.
Technologies We Use
A production stack selected for your requirements
EHR integrations combine healthcare standards with dependable application and cloud engineering. The exact stack depends on the vendor, supported interface, organization, latency, and deployment environment.
- FHIR
- HL7
- SMART on FHIR
- OAuth 2.0
- OpenID Connect
- AWS HIPAA
- Azure Health Data Services
- Python
- FastAPI
- Django
- PostgreSQL
- Redis
- Docker
- Kubernetes
- React
- Next.js
- Epic FHIR
- Oracle Health APIs
- Athenahealth APIs
- eClinicalWorks APIs
Industries We Serve
Applied to workflows where context matters
Hospitals and health systems
Enterprise interfaces connecting specialized applications with clinical, scheduling, and operational workflows.
Private clinics and dental
Focused patient, appointment, document, communication, and workflow integrations.
Telehealth and mental health
Context-aware access to patient, appointment, encounter, and documentation information.
Medical SaaS companies
Multi-tenant integration architecture supporting different customer EHRs and operational models.
Healthcare startups
Integration discovery and phased implementation that validates demand without promising unsupported vendor access.
Why Torch Solutions
Integration engineering informed by clinical documentation workflows
Athenahealth experience
SureScribe work includes patient and record workflows connected with Athenahealth and CharmHealth.
Healthcare and API depth
We combine FHIR and HL7 understanding with secure APIs, queues, databases, cloud infrastructure, and product interfaces.
Human review where needed
Clinical outputs can remain reviewable and explicitly approved before synchronization to the official record.
Operational support design
Reconciliation, retry, status, audit, and error tools are treated as product requirements, not post-launch extras.
Related Case Studies
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WebGIS Cloud and Mobile Platform
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Combine this capability with the application, cloud, data, integration, and product engineering required to operate it reliably.
Frequently Asked Questions
Questions about ehr integration
What is FHIR integration?
FHIR integration exchanges healthcare data through standardized resources and REST APIs. Real implementations still require profiles, terminology, authentication, permissions, mapping, workflow, and vendor support.
What is HL7 integration?
HL7 commonly refers to message-based exchange such as admissions, scheduling, orders, results, and documents. Interfaces require transformation, acknowledgements, monitoring, and recovery.
What is SMART on FHIR?
SMART on FHIR is an authorization and launch framework that lets supported apps open with user and patient context while requesting defined OAuth scopes.
Can you integrate with Athenahealth?
Yes, where the required Athenahealth APIs, credentials, environments, and customer authorization are available. We have experience with Athenahealth-connected clinical workflows.
Can you integrate with Epic, Cerner, or eClinicalWorks?
We can design and implement against available vendor programs and APIs. Access, certification, customer participation, supported resources, and timelines must be confirmed for each project.
How long does EHR integration take?
A focused API integration may take several months; multi-vendor or HL7 programs take longer. Vendor access, mapping, testing, certification, and organizational coordination drive the schedule.
How much do EHR integration services cost?
Cost depends on vendors, standards, workflows, resources, write requirements, environments, patient matching, migration, monitoring, and support. Discovery defines a realistic scope.
Can you build a FHIR application?
Yes. We build standalone and SMART on FHIR web or mobile applications, backend services, authorization, resource mapping, and healthcare workflows.
How are integration failures handled?
We design retries, idempotency, dead-letter handling, reconciliation, alerts, support dashboards, audit records, and safe manual resolution for important failures.
Need to assess a specific AI use case? Contact Torch Solutions.
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