HL7
Exchange clinical and administrative messages through healthcare interface patterns with mapping, acknowledgments, and monitoring.
System Integration Methods
Use the Right Integration Method for the Systems and Data
MedCode® connects systems through HL7, FHIR, APIs, direct database access, secure file exchange, and scheduled data processes. The method is selected around reliability, security, timing, supportability, and the workflow that depends on it.
One Method Does Not Fit Every Integration
Start With the Systems, the Data, and What Must Happen
A good design considers what each system supports, how quickly information must move, who owns the data, and how failures will be handled.
FHIR
Use available healthcare resources and modern interfaces to retrieve, exchange, and act on authorized data.
Application Programming Interfaces
Connect cloud and internal systems through vendor or custom APIs with authentication, validation, and retry logic.
Direct Database Access
Use carefully governed database connections for reporting, staging, synchronization, validation, or supported operational needs.
Secure File Exchange
Automate structured inbound and outbound files through SFTP, secure storage, scheduled jobs, and validation.
Hybrid Integration
Combine methods when different systems, data types, timing requirements, or responsibilities require it.
What Makes an Integration Dependable
Design for the Normal Path and the Exceptions
Moving a successful record is only one part of the work. A dependable integration also makes failures visible and recoverable.
Authentication and AuthorizationUse the identity, credential, permission, and access controls appropriate for each system.
Mapping and Business RulesDocument how identifiers, statuses, values, dates, codes, and transaction meaning translate between systems.
Validation and Data QualityCheck required fields, allowed values, relationships, duplicates, and conditions that must be reviewed.
Retries and Duplicate ProtectionPrevent accidental duplication and support safe retries when a destination or network is temporarily unavailable.
Continue Exploring
Related Solutions and Experience
System Integration and Interoperability
Review the broader business outcomes MedCode® supports through integration.
Explore System Integration
EMR/EHR Integration
Explore healthcare specific integration, interface, workflow, and interoperability services.
Explore Healthcare Integration
Database and SQL Services
Strengthen the data structures, performance, staging, and reconciliation behind integrations.
Explore Database Services
All MedCode® Solutions
Explore the complete range of custom software, automation, reporting, integration, database, creative, consulting, and modernization capabilities.
Explore SolutionsFrequently Asked Questions
Questions Clients Often Ask
Is direct database integration always appropriate?
No. It should be used only when access is authorized and the design accounts for security, validation, performance, support, and vendor limitations.
Can an API and file transfer be used together?
Yes. A hybrid design may fit different data, timing, volume, or partner requirements.
Can MedCode® monitor an integration after implementation?
Yes. Support can include logs, alerts, exception queues, troubleshooting, performance review, and changes as connected systems evolve.
The Next Step
Let’s Discuss the Possibilities
Tell me what you need to improve, connect, automate, report, build, or modernize.
