Healthcare data platform development
We design and build custom healthcare data platforms for providers, payers, life sciences companies, government agencies, and health tech product developers. Our platforms integrate diverse data sources, ensure secure and compliant data exchange, and support advanced analytics to power better clinical and financial decisions.
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Case study
Governmental agencies
Ukraine National E-Health system
The client received a large-scale national HIE compliant with the HL7 FHIR standard. The system provides secure, real-time access to medical data while ensuring data privacy and regulatory compliance. It includes a centralized Clinical Data Repository (CDR), an ePrescription service, health professional registries, and a mobile application for patients.
Case study
Researcher
Austria Integration platform for patient- generated health data exchange
We built a GDPR-compliant platform for integrating patient-generated health data into healthcare systems, enabling real-time ingestion, FHIR-based transformation, and secure cloud storage. The AWS-hosted architecture supports consent management and seamless interoperability with EHRs for clinical and research use.
Case study
Governmental agencies
National data platform for revenue cycle management
We built a national HIE for healthcare financial transactions, connecting providers and payers. Using the FHIR Messaging approach, it supports eligibility checks, preauthorizations, claims, and payment reconciliations, ensuring smooth and compliant financial data exchange.
We build healthcare platforms that match your role, goals, and data strategy
| Providers | Payers | Life Sciences | Governments and Facilitators | |
|---|---|---|---|---|
Data Storage & Access Platforms
Clinical Data Repository (CDR) Health Registry Patient Data Hub
Centralized storage and fast access to structured and unstructured healthcare data. |
Consolidate clinical records from multiple systems for better patient insights and continuity of care. | Maintain longitudinal member data to support case management and care coordination. | Store real-world evidence, trial results, or biospecimen data for clinical research. | Establish national or regional registries and central databases to track public health trends. |
Data Management & Governance platforms
Master Data Management (MDM) Platform Governance, Risk, and Compliance (GRC) Platform
Platforms that ensure data consistency, quality, lineage, and regulatory compliance across systems. |
Create a single source of truth for patient identities, provider records, and coding standards. | Harmonize member and claim data across systems for risk adjustment and compliance. | Standardize study data and regulatory reporting across trials and partners. | Enforce data governance, privacy, and interoperability policies on a national scale. |
Data Management & Exchange platforms
Integration Platform Trial Result Repository Health Information Exchange (HIE) Consortium-based Platform
Enable seamless and secure data exchange between diverse systems and organizations. |
Integrate EHRs, labs, imaging, and pharmacy systems for real-time data exchange and decision support. | Exchange claims and clinical data with providers to manage value-based care contracts. | Share clinical trial data with partners, CROs, and regulators to accelerate innovation. | Enable cross-border or regional health data exchange and improve policy planning. |
Data Management & Analytics / AI Platforms
Data Warehouse Data Lakehouse AI Cloud Research Platform
Platforms that unify data for analytics, machine learning, and research applications. |
Monitor outcomes, optimize workflows, and support clinical decision-making with predictive models. | Identify fraud, stratify risk, and model population health trends. | Train AI models on genomic, clinical, or behavioral data to accelerate drug discovery. | Analyze public health indicators, disease trends, and healthcare utilization at scale. |
Full-cycle Data Platforms
Health Data Fabric Sharing Analytics Platform Health Information Exchange (HIE)
Comprehensive platforms that combine storage, management, exchange, and analytics capabilities. |
Utilize a one-stop infrastructure for digital transformation, combining data storing, exchange, advanced data analytics and AI tools. | Power payer-provider platforms for care coordination, analytics, RCM automation, and compliance. | Support end-to-end clinical development, from data collection to insights. | Build nationwide health platforms supporting universal EHR access, population health, RCM, and policy alignment. |
Core capabilities of our custom healthcare data platforms
Data storing and high-performance processing
We design custom healthcare data platforms optimized for speed and scalability. Our architecture handles billions of records across structured and unstructured data — supporting real-time analytics, predictive models, and fast data access.
AI-powered data quality management
Using machine learning and rule-based engines, our platforms profile, validate, and clean incoming data in real time. It detects duplicates, errors, and inconsistencies automatically, ensuring data integrity and completeness—essential for reliable analytics and interoperability.
Secure and regulatory-compliant data sharing and exchange
Our platforms support SMART on FHIR secure data sharing via OAuth 2.0, OpenID Connect, encrypted APIs, and granular access control mechanisms. Fully compliant with standards such as ONC, it enables safe and governed data exchange among organizations, patients, and regulators — supporting both primary care and secondary data uses.
Managable data ingestion and transformation
We build automated pipelines that gather, standardize, and transform data from sources like EHRs, labs, IoT devices into unified, normalized formats for semantic interoperability. This process includes custom connectors and terminology management tools, and both real-time and batch ETL capabilities.
Automated and regulatory-compliant data governance
An automated governance layer manages metadata, access controls, lineage tracking, and policy enforcement, monitor data usage, flag unusual access patterns, and help maintain compliance with evolving regulations such as GDPR, HIPAA, and HITECH. This layer promotes transparency, accountability, and ethical handling of healthcare data.
Self-serve data analytics with Agentic LLM integration
We offer user-friendly analytical AI agents, enabling clinicians, managers, analysts, and other data citizens to easily explore and visualize data, generate reports, and access AI-driven insights — all without writing code or standardized queries. Our interfaces transform how users interact with data, reducing dependence on IT teams.
Build your next-gen healthcare analytics product with confidence
We build custom analytics solutions using our proprietary technologies, including a semantic layer for concept-level data interaction and flexible, intuitive visualization tailored to real healthcare workflows.
Standards for healthcare data supported by our solutions
FHIR as a golden standard
We build FHIR-first healthcare data platforms for real-time, API-based data exchange across systems.
Our healthcare data platform developers have strong expertise in designing custom FHIR architectures, implementing FHIR servers, and enabling seamless integration across clinical systems.
We combine FHIR with Clinical Quality Language (CQL) and standard clinical terminologies — ICD-10, SNOMED CT, LOINC, RxNorm — to deliver solutions for:
- Scalable data management
- Regulatory reporting and quality measurement
- Clinical decision support (CDS)
- AI-driven analytics and research
- Compliance with ONC, CMS, IPS, and other frameworks
Specialized and legacy standards
- HL7 v2/v3 — Maintains interoperability with widely adopted clinical systems.
- OpenEHR — Popular across Europe for managing vendor-neutral, structured health records.
- CDA (Clinical Document Architecture) — Facilitates document-based health data exchange between healthcare providers.
- DICOM — Standard for sharing and managing medical imaging data across systems and devices.
- X12 — Widely adopted for exchanging financial, billing, and insurance data in healthcare.
- JSON / XML — Provide structured data formats for interoperability in modern API ecosystems.
Technologies we rely on in healthcare data management solutions development
The right combination of technologies shapes healthcare data platform development. Whatever requirements you have, we can meet them.
Additional services we provide
Healthcare integrations
As a healthcare data platform development company, Edenlab builds FHIR-based healthcare integrations but works with any data model the client chooses. We ensure smooth and secure data exchange across diverse systems, enabling seamless workflows and improved care coordination.
Health data migration
We support safe and efficient migration of healthcare data from legacy systems to modern platforms. Our process preserves data accuracy and complies with all necessary healthcare regulations to minimize risks during transition.
Healthcare regulatory compliance and certification support
Edenlab helps organizations comply with key regulatory frameworks such as ONC, CMS, ISiK/ISiP, IPS, and many other standards. We assist in meeting certification requirements and maintaining secure, compliant data exchange.
Custom health data platform development stages
Discovery and planning
We start by analyzing your current systems, data flows, and business needs. Our team works closely with yours to define goals, identify regulatory requirements, and assess integration points, setting the foundation for a tailored solution.
Solution architecture design
Based on our findings, we design a modular, scalable architecture optimized for specific business processes. Our designs typically follow HL7 FHIR standards but remain flexible to work with legacy systems, national frameworks, or custom data models.
Platform engineering and deployment
We build core platform components, from secure APIs and data repositories to access controls and integration layers. Our agile and test-driven engineering process ensures each deployment is production-ready and aligned with healthcare or life sciences use cases.
Analytics and AI enablement
Once the platform is live, we enable advanced capabilities — from cohort analytics to AI-driven insights. We ensure your data is clean, queryable, and ready to power decision support tools, dashboards, or population health models.
Data integration setup
We implement robust data pipelines and connectors to pull structured and unstructured data from EHRs, claims systems, external registries, or wearables. This includes setting up terminology services, data streaming and mapping layers where needed.
Data transition and quality management
Edenlab supports the full migration journey: profiling legacy datasets, validating data accuracy, and ensuring safe transition without loss or inconsistency. We prioritize data integrity and auditability at every step.
Solution maintenance and your internal team training
We don’t stop at delivery. Edenlab handovers of all the project documentation, including the API specs and integration points, provides long-term support, including system updates, performance monitoring, and compliance maintenance. We also train your internal teams to ensure smooth operation and ownership of the platform.
Accelerate your success with our Kodjin FHIR Data Platform
We designed a proprietary framework that serves as a solid foundation for developing healthcare data management platforms. It accelerates time-to-market with high customizability and offers end-to-end functionality — from data conversion and management to AI enablement.
Accelerated go-live
Kodjin offers a pre-built FHIR-based framework with ready-to-use modules and workflows, streamlining setup and integration to help launch data platforms faster and deliver value sooner.
High customization
With a modular and extensible architecture, Kodjin allows for deep customization of APIs, data models, workflows, and UI components. It supports FHIR and converts other data standards to fit project-specific integration and compliance needs.
End-to-end functionality
Kodjin covers the full data lifecycle, including data ingestion, validation, transformation, cleansing, matching, storage, and secure access. It also offers advanced capabilities such as FHIR-based analytics and is well-suited for AI/ML enablement.
Versatile use cases
Kodjin supports a wide range of healthcare use cases – from enabling national-level HIEs and revenue cycle management systems to driving clinical trial recruitment, accelerating research, and enhancing clinical decision support.
Scalability and compliance
Kodjin handles complex healthcare workloads at scale and supports seamless data exchange in line with ONC, CMS, and HL7 implementation guides, enabling compliant integration with national systems, providers, and health tech platforms.
White paper
Kodjin Data Platform White Paper
How health IT teams benefit from using Kodjin as a product foundation
Kodjin helps accelerate the development of compliant, market-ready digital health solutions. With built-in support for leading certification frameworks, it reduces regulatory complexity and helps you launch and get certified faster.
ONC Certification support
Kodjin supports the development of ONC-compliant Health IT products and provides full assistance with certification. We help you meet the three mandatory interoperability requirements under the 21st Century Cures Act — standardized APIs for patient services, clinical data export, and EHI export.
Gematik Certification support
For the German market, Kodjin helps product teams align with Gematik specifications for interoperability, data protection, and Telematik infrastructure integration. We also support test preparation and certification, helping you navigate the compliance process more efficiently and with greater confidence.
Why Edenlab is a reliable healthcare data platform development services partner
Built to match your real-world healthcare needs
We develop healthcare data platforms that fit the way your organization actually works, not just how the standards say they should. Whether you rely on FHIR, HL7, or any other approaches, our solutions are flexible, secure, and ready to support everything from daily operations to long-term innovation.
From first idea to fully integrated platform
Our team supports you through every stage of healthcare data management software development — from planning and design to implementation and integration. We ensure your platform connects smoothly with EHRs, HIEs, registries, and analytics tools, helping you streamline operations and make better use of your data.
A faster path to production, without the trade-offs
By using proven components and a modular approach, we shorten clinical data platform development cycles and keep long-term costs predictable. You get a reliable, future-ready platform without vendor lock-in, and the flexibility to grow and adapt as your needs change.
More custom data-driven solutions we design and implement
HIE development
Edenlab develops secure, high-performance Health Information Exchange (HIE) systems that enable seamless data sharing across providers. Our solutions support better care coordination, continuity, and improved health outcomes.
