Healthcare data is only as valuable as its ability to move securely, accurately, and intelligently across the care ecosystem. Zymr delivers Healthcare Interoperability Services that modernize legacy HL7 environments with FHIR R4/R5 implementation, HL7 to FHIR migration, SMART on FHIR application development, and enterprise interface engineering. We integrate seamlessly with EHR Development Services, Data Engineering Services, and Cloud Security Services to build interoperable platforms that meet the requirements of the 21st Century Cures Act, CMS interoperability mandates, and TEFCA. Beyond connectivity, we help healthcare organizations unlock AI powered clinical intelligence by combining interoperable data with AI/ML Services and Generative AI Development Services to accelerate analytics, automation, and better patient outcomes.


Healthcare organizations continue to rely on fragmented data spread across HL7 v2 messages, CDA documents, proprietary EHR systems, medical devices, and payer platforms. FHIR has emerged as the modern interoperability standard that connects these disconnected systems, while US mandates such as the 21st Century Cures Act, CMS interoperability rules, and TEFCA have made standardized data exchange a business imperative.As part of our broader Healthcare Software Engineering capabilities, Zymr helps providers, payers, and HealthTech companies modernize interoperability while preparing for AI-driven healthcare transformation. We then build on that connected foundation with AI, transforming interoperable clinical and claims data into real-time insights that help predict sepsis, reduce hospital readmissions, improve operational efficiency, and accelerate revenue recovery at enterprise scale.
HL7 v2/v3 + CDA + X12
CMS / TEFCA-ready
Sepsis 19hrs earlier on connected data
18 EMRs unified
Healthcare interoperability has evolved over decades, and most healthcare organizations today operate in environments where multiple standards coexist. While HL7 v2 continues to power the majority of clinical messaging, newer standards such as FHIR make healthcare data easier to access, exchange, and build applications around. Rather than replacing existing systems overnight, modern interoperability strategies bridge legacy HL7 environments with FHIR APIs, enabling organizations to modernize at their own pace while remaining compliant with evolving US healthcare regulations.

A successful interoperability initiative starts with the right architecture and compliance roadmap. We assess your existing integration landscape, identify interoperability gaps, evaluate regulatory readiness, and define an implementation strategy aligned with the 21st Century Cures Act, CMS interoperability mandates, TEFCA, and your long-term digital transformation goals.
Our engineers design and implement scalable FHIR R4 and R5 solutions that support standardized healthcare data exchange across providers, payers, and digital health applications. From custom resource profiling and implementation guides to SMART on FHIR enablement, we build interoperable APIs that integrate seamlessly with your EHR Development Services initiatives.
Most healthcare organizations cannot replace legacy HL7 environments overnight. We modernize existing infrastructures by transforming HL7 v2 messages, CDA documents, and legacy integrations into standardized FHIR resources while preserving business continuity. Using enterprise interface engines and intelligent mapping pipelines, we reduce integration complexity without requiring a complete platform replacement.
Modern interoperability depends on secure, scalable FHIR infrastructure. We build enterprise-grade FHIR servers, RESTful APIs, Bulk FHIR services, SMART on FHIR integrations, and cloud-native interoperability platforms using HAPI FHIR, Firely, Smile CDR, and major cloud healthcare services. Combined with our Cloud Services, organizations gain an extensible foundation for future digital health innovation.
Connecting healthcare data is only the first step. Zymr combines interoperable clinical, operational, and claims data with AI/ML Services and Generative AI Development Services to deliver predictive analytics, clinical decision support, document intelligence, denial prediction, sepsis detection, and population health insights that improve both patient outcomes and operational performance.
Healthcare data extends far beyond EHRs. We engineer interoperable ecosystems that securely connect providers, payers, laboratories, pharmacies, and connected medical devices through standardized FHIR APIs and event-driven integration architectures. By integrating our IoT Solutions, organizations can unify clinical and device data across the complete continuum of care.
Healthcare interoperability is no longer a future-state modernization program. It is now a regulatory, operational, and revenue-critical requirement. The ONC 21st Century Cures Act, CMS-9115, CMS-0057-F, TEFCA, QHIN participation, and USCDI v3 are pushing healthcare organizations toward standardized, secure, API-based data exchange.
For providers, payers, EHR vendors, and digital health companies, this means legacy integration strategies are no longer enough. HL7 v2 feeds, CDA documents, payer files, prior authorization workflows, and EHR data must now be exposed through standards-based APIs, governed access models, and interoperable data frameworks.
Zymr helps healthcare organizations prepare for this shift by engineering FHIR-ready platforms, HL7 to FHIR migration pipelines, Patient Access APIs, Provider Directory APIs, Prior Authorization APIs, TEFCA-aligned exchange workflows, and USCDI-ready data models. The goal is not only compliance. It is to make healthcare data usable across care delivery, payer operations, patient engagement, analytics, and AI.
Mandate | Core Requirement | Business Impact |
|---|---|---|
ONC 21st Century Cures Act | Prevent information blocking and enable secure electronic health information access through certified APIs | Increases pressure on providers and EHR vendors to modernize data access and reduce closed-system dependency |
CMS-9115 | Requires impacted payers to provide Patient Access APIs and Provider Directory APIs | Improves member access, payer transparency, and third-party app connectivity |
CMS-0057-F | Requires FHIR-based APIs for prior authorization, provider access, payer-to-payer exchange, and patient access | Reduces manual prior authorization workflows, improves turnaround times, and strengthens payer-provider data exchange |
TEFCA | Creates a nationwide trusted exchange framework for secure health information sharing | Enables scalable participation in national health data exchange beyond proprietary networks |
QHINs | Qualified Health Information Networks act as trusted exchange participants under TEFCA | Gives organizations a pathway to participate in national interoperability networks |
USCDI v3 | Defines standardized clinical data classes and elements for exchange | Improves consistency across FHIR resources, patient records, quality reporting, and analytics workflows |
FHIR compliance is not a single API project. It requires data normalization, terminology mapping, consent-aware access, identity matching, security controls, interface modernization, and strong API governance. Organizations that wait until compliance deadlines are close often face rushed architecture decisions, brittle integrations, and expensive remediation work.
A future-ready interoperability foundation allows healthcare organizations to move beyond compliance. It enables faster prior authorization, cleaner payer-provider exchange, better patient access, AI-ready clinical data, population health analytics, and more connected digital health experiences.
Implementing FHIR requires more than exposing APIs. We implement FHIR R4 and R5, develop custom resource profiles, and align solutions with implementation guides such as US Core, CARIN, and Da Vinci. This ensures consistent, standards-based data exchange while supporting your organization's unique clinical workflows.
SMART on FHIR enables third-party applications to securely access patient data within existing EHR workflows. Zymr develops SMART-enabled applications that integrate seamlessly with leading EHR platforms, helping healthcare organizations extend clinical capabilities while complementing our EHR Development Services.
Population health and value-based care require access to large volumes of standardized healthcare data. We implement Bulk FHIR APIs that securely exchange enterprise-scale datasets for reporting, research, and analytics. Combined with our Data Engineering Services, organizations can build AI-ready healthcare data platforms.
Modern healthcare ecosystems depend on secure, scalable APIs. We develop RESTful FHIR APIs that enable real-time interoperability between EHRs, payer systems, patient applications, laboratories, and connected medical devices. Every API is engineered for performance, security, and long-term scalability.
Healthcare data often originates from multiple legacy systems with inconsistent formats. Our engineers transform HL7 messages, CDA documents, and proprietary datasets into standardized FHIR resources while creating custom profiles that preserve clinical context and improve cross-platform interoperability.
Industry implementation guides ensure FHIR is applied consistently across healthcare organizations. We implement and customize standards such as US Core, CARIN, and Da Vinci to accelerate regulatory compliance, simplify partner integrations, and support long-term interoperability initiatives.
We deploy enterprise-grade FHIR servers using HAPI FHIR, Firely Server, and Smile CDR to support secure, standards-compliant healthcare data exchange. Every implementation is designed for high availability, scalability, and seamless integration with existing healthcare systems.
Healthcare organizations are increasingly adopting cloud-native interoperability platforms to improve scalability and resilience. We implement FHIR solutions on AWS HealthLake, Azure Health Data Services, and Google Cloud Healthcare API, leveraging our Cloud Services expertise to accelerate modernization.
Real-time interoperability requires systems that can process healthcare events as they occur. We design event-driven architectures that synchronize patient data across EHRs, payer systems, laboratories, and digital health applications with minimal latency.
Enterprise healthcare organizations manage millions of patient records every day. Our FHIR platforms are engineered to process high-volume clinical transactions while maintaining consistent performance, reliability, and rapid API response times.
Protecting patient information requires strong identity management, encryption, API security, audit logging, and continuous compliance with regulations such as HIPAA. Explore our Healthcare Data Security Best Practices guide to understand the security controls that support modern healthcare data exchange.
HL7 v2 continues to power the majority of healthcare messaging across hospitals and health systems. We develop robust interfaces for ADT, ORM, ORU, SIU, and other clinical workflows, ensuring reliable communication between EHRs, laboratories, pharmacy systems, and billing platforms.
Many healthcare workflows still exchange structured clinical documents using CDA and C-CDA standards. We build transformation pipelines that extract, normalize, and convert these documents into interoperable formats while preserving clinical accuracy.
A phased modernization approach allows existing clinical systems to continue operating while gradually introducing standardized APIs and modern interoperability frameworks. Learn more about common migration strategies and integration approaches in our EMR Integration in Healthcare guide.
Healthcare interoperability often depends on mature interface engines that manage message routing and transformation. We engineer and optimize integrations using Mirth Connect, Rhapsody, Cloverleaf, Corepoint, Qvera, Iguana, and other enterprise healthcare integration platforms.
Interoperability extends beyond clinical messaging. We integrate X12 payer transactions, DICOM imaging systems, EDI workflows, laboratory platforms, and healthcare business applications to create a connected healthcare ecosystem.
Replacing legacy infrastructure is expensive and operationally risky. We modernize existing interoperability environments incrementally, allowing organizations to adopt FHIR while preserving investments in proven clinical systems and workflows.
Standardized terminology and high-quality healthcare data are essential for accurate interoperability. We help organizations normalize clinical information, improve data quality, and establish trusted datasets that support analytics, regulatory reporting, and AI initiatives.
We implement standardized clinical vocabularies including SNOMED CT, LOINC, ICD-10, RxNorm, and NDC to ensure consistent interpretation of healthcare information across multiple systems and organizations.
Healthcare organizations often use different coding systems across departments and applications. We harmonize clinical terminologies to improve interoperability, reduce inconsistencies, and simplify healthcare data exchange.
Poor-quality healthcare data leads to integration failures and compliance challenges. We validate FHIR resources against implementation guides and business rules to ensure accuracy, completeness, and interoperability readiness.
Reliable patient identification is critical for coordinated care. We implement Master Patient Index solutions and patient matching strategies that improve identity resolution across providers, payers, laboratories, and digital health platforms.
Healthcare interoperability depends on clean and standardized data. Leveraging our Data Engineering Services, we build ETL pipelines that transform fragmented healthcare data into AI-ready datasets for analytics and operational reporting.
We help healthcare organizations implement standards-based interoperability that supports information sharing, certified APIs, and compliance with ONC information blocking requirements.
Our engineers develop Patient Access APIs, Provider Directory APIs, and payer interoperability solutions that align with CMS interoperability requirements while improving member experiences.
We build FHIR-based Prior Authorization APIs and supporting workflows that help health plans prepare for the 2027 CMS mandate while reducing administrative overhead.
Nationwide healthcare data exchange requires trusted interoperability frameworks. We design TEFCA-ready architectures that simplify connectivity with Qualified Health Information Networks (QHINs) and participating organizations.
USCDI provides the standardized data elements required for modern healthcare exchange. We help organizations map clinical information to USCDI standards, improving interoperability and regulatory compliance.
Interoperability must be secure by design. Working alongside our Cloud Security Services, we implement encryption, consent management, audit logging, identity controls, and HIPAA-ready security across the interoperability stack.
Connected clinical data enables AI models to identify early signs of patient deterioration. We build predictive solutions that analyze interoperable healthcare data to support earlier sepsis detection and faster clinical intervention.
Our AI models analyze longitudinal patient records to identify individuals at higher risk of readmission or clinical deterioration. These insights help care teams prioritize interventions and improve patient outcomes.
Unified healthcare data enables organizations to monitor patient populations more effectively. We build analytics platforms that identify care gaps, monitor chronic conditions, and support value-based care initiatives.
Healthcare organizations manage vast amounts of unstructured clinical information. We convert physician notes, CDA documents, and clinical narratives into structured, searchable healthcare data.
We develop intelligent clinical decision support solutions that leverage interoperable healthcare data to deliver evidence-based recommendations directly within clinician workflows, improving both care quality and operational efficiency.
A regional healthcare network struggled with fragmented patient records spread across 18 different EHR systems. Zymr engineered a FHIR-based interoperability platform that unified clinical data, processed more than 2.4 million patient encounters, and reduced ADT message errors by 68%. The new platform enabled secure, real-time data exchange while establishing a scalable foundation for future digital health initiatives.
Project Details →
A community health provider needed to integrate IoMT devices with its clinical systems to improve remote patient monitoring. Zymr implemented FHIR-based device interoperability, enabling continuous patient monitoring and AI-powered clinical analytics. The solution identified signs of sepsis up to 19 hours earlier and contributed to a 29% reduction in mortality.
Project Details →
A mid-sized health plan wanted to improve claims processing and reduce reimbursement losses caused by fragmented payer data. Zymr unified clinical and claims information through an interoperable data platform and applied AI models to predict denials and optimize revenue workflows. The solution recovered more than $24 million while achieving over 91% prediction accuracy.
Project Details →
Hospitals often operate multiple EHRs, departmental systems, laboratory platforms, and imaging applications that struggle to communicate with one another. We help health systems modernize legacy HL7 environments, implement FHIR-based interoperability, and enable secure, real-time data exchange that improves care coordination, operational efficiency, and patient outcomes.
Payers are under increasing pressure to comply with CMS interoperability mandates while improving member experiences. We build Patient Access APIs, Provider Directory APIs, Prior Authorization APIs, and payer-to-payer interoperability solutions that simplify regulatory compliance and create more connected healthcare experiences.
Healthcare software vendors need interoperability capabilities that integrate easily with provider and payer ecosystems. We develop FHIR-native APIs, SMART on FHIR applications, and standards-compliant integration frameworks that accelerate product development and reduce implementation complexity for customers.
From virtual care platforms to patient engagement solutions, digital health companies depend on secure access to healthcare data. We help organizations build interoperable applications that connect seamlessly with EHRs, payers, laboratories, pharmacies, and other healthcare systems while supporting rapid product growth.
Laboratories exchange thousands of orders and diagnostic results every day across multiple healthcare systems. We engineer standardized interoperability solutions that streamline laboratory workflows, improve reporting accuracy, and enable faster delivery of diagnostic information to clinicians.
Health Information Exchanges and Qualified Health Information Networks require scalable, standards-based architectures to support secure data sharing across participating organizations. We design interoperability platforms that simplify large-scale information exchange while aligning with TEFCA and evolving nationwide interoperability initiatives.
Clinical research, decentralized trials, and real-world evidence initiatives require secure access to high-quality healthcare data. We help life sciences organizations integrate clinical, operational, and patient-generated data into standardized platforms that support research, regulatory reporting, and AI-driven analytics.
Public health organizations require interoperable systems that enable disease surveillance, immunization reporting, population health monitoring, and secure information exchange across healthcare networks. We build scalable interoperability platforms that improve data accessibility while supporting national and regional public health initiatives.
Healthcare interoperability services enable healthcare organizations to securely exchange patient, clinical, administrative, and financial data across different systems. These services include FHIR implementation, HL7 integration, API development, data transformation, terminology management, and regulatory compliance, allowing providers, payers, and digital health platforms to communicate seamlessly.
FHIR is a modern interoperability standard that organizes healthcare information into reusable resources such as Patient, Observation, Medication, and Encounter. These resources are exchanged through secure APIs, enabling faster integration between EHRs, payer systems, laboratories, medical devices, and healthcare applications.
The ONC 21st Century Cures Act promotes secure healthcare data exchange by prohibiting information blocking and requiring certified health IT systems to provide standardized API access. The goal is to improve patient access to health information and simplify interoperability across the healthcare ecosystem.
TEFCA (Trusted Exchange Framework and Common Agreement) establishes a nationwide framework for secure health information exchange. Qualified Health Information Networks (QHINs) serve as trusted intermediaries that enable providers, payers, public health agencies, and other organizations to exchange healthcare data at a national scale.
HL7 v2 to FHIR migration typically involves mapping legacy messages to FHIR resources, validating clinical data, implementing transformation pipelines, and deploying FHIR APIs alongside existing integrations. Most organizations adopt a phased approach that modernizes interoperability without disrupting current clinical operations.
Yes. Standardized FHIR data provides a reliable foundation for AI applications such as clinical decision support, population health analytics, denial prediction, sepsis detection, readmission risk analysis, and intelligent clinical documentation. High-quality interoperable data significantly improves the accuracy and scalability of healthcare AI models.
HL7 is a family of healthcare data exchange standards, while FHIR is the latest standard developed by HL7. Traditional HL7 v2 uses structured messages for clinical communication, whereas FHIR uses modern RESTful APIs and standardized resources, making healthcare data easier to integrate with cloud applications, mobile platforms, and AI solutions.
SMART on FHIR is a security and application framework that enables third-party applications to securely connect with EHR systems using standardized FHIR APIs. It allows clinicians to access integrated applications without separate logins while maintaining secure, role-based access to patient information.
CMS interoperability rules require impacted health plans to provide Patient Access APIs, Provider Directory APIs, and secure payer-to-payer data exchange using FHIR standards. CMS-0057-F further expands these requirements by mandating FHIR-based Prior Authorization APIs beginning in 2027.
The United States Core Data for Interoperability (USCDI) v3 defines standardized clinical data elements that healthcare organizations should exchange using interoperable technologies such as FHIR. It improves consistency across patient records, quality reporting, and healthcare analytics.
Zymr engineers and integrates healthcare interoperability solutions using leading interface engines including Mirth Connect, Rhapsody, Cloverleaf, Corepoint, Qvera, and Iguana. We also develop custom integration pipelines for organizations with proprietary interoperability environments.
Zymr provides end-to-end interoperability engineering, from interoperability strategy and FHIR implementation to HL7 modernization, cloud-native integration, regulatory compliance, and AI-ready data platforms. Our dedicated engineering teams help healthcare organizations modernize existing ecosystems while building secure, scalable, and future-ready interoperability solutions.
Zymr delivers healthcare interoperability services: FHIR R4/R5 implementation, HL7-to-FHIR migration, interface engines, and CMS/Cures Act/TEFCA compliance, then layers AI on the connected data, via GCC squads at 40–60% cost advantage.