Healthtech Software Development for US and EU Digital-Health Teams

Special-category data

Health data needs explicit Article 9 basis, tighter retention and clinical access controls. We design for it from the schema up.

MDR classification drift

Adding a single ML inference can reclassify your software as a medical device. We flag and document changes across the SDLC.

Interop complexity

FHIR, HL7 v2, DICOM, IHE profiles and national variants pile up fast. We standardize on FHIR R4 and bridge legacy carefully.

Clinician UX debt

Every extra click steals minutes from patient care. We co-design with clinicians and instrument task-time relentlessly.

Validation cost

Regulatory validation can crush velocity if bolted on. We separate GxP-relevant flows and keep the rest agile.

Cross-border care

Multi-country deployments meet conflicting consent and prescription rules. We build country-aware policy layers.

EHR & EMR systems

Epic, Oracle Health (Cerner), Athenahealth, Meditech, Allscripts/Veradigm, eClinicalWorks and NextGen — through vendor APIs, SMART on FHIR apps and HL7 v2 bridges from legacy hospital systems.

Standards & profiles

HL7 FHIR R4, HL7 v2, C-CDA and IHE profiles, DICOMweb imaging, and terminologies (SNOMED CT, LOINC, ICD-10, CPT) validated against national implementation guides.

Devices & wearables

Remote-monitoring ingestion over Bluetooth LE and Continua, plus Apple HealthKit and Google Health Connect, streamed into custom-built alerting and dashboards.

Identity & consent

NIST SP 800-63 IAL2/AAL2 patient verification (ID.me, Login.gov, Okta CIAM) in the US; eIDAS providers and the EU Digital Identity Wallet for European portals.

Pharmacy & labs

e-Prescribing via Surescripts-class networks, lab orders and results over HL7/LOINC, and diagnostic-imaging exchange for connected care pathways.

Payer & claims

X12 EDI 837/835 claims and eligibility, prior-authorization workflows and provider-directory feeds wired into existing payer cores.

Telehealth & Remote Patient Monitoring

Telehealth platforms require HIPAA-compliant video infrastructure with end-to-end encryption, waiting room workflows, and multi-party session support for clinical consultations with specialists, interpreters, and family members. We build on WebRTC with STUN/TURN infrastructure, integrate RPM devices through Bluetooth LE and cloud APIs (Validic, Rimidi), and implement asynchronous secure messaging with message retention policies that satisfy HIPAA §164.312(b) audit control requirements.

Remote patient monitoring integrations support Bluetooth LE medical device protocols (blood pressure monitors, glucometers, pulse oximeters, continuous glucose monitors) and push readings automatically to care team dashboards with configurable alert thresholds. We implement FHIR Observation resources for standardized vital sign storage and interoperability with EHR systems, enabling RPM data to flow into the patient's longitudinal health record.

EHR/EMR Systems & Interoperability

Epic and Cerner EHRs control over 50% of US hospital market share, making integration with their APIs critical for health technology companies. We build SMART on FHIR app registrations for Epic App Orchard and Cerner Code marketplace, implement HL7 FHIR R4 RESTful APIs for clinical resource exchange (Patient, Observation, Condition, DiagnosticReport), and develop HL7 v2 ADT/ORM message processing pipelines for legacy hospital information system integration.

CMS interoperability rule compliance requires patient access APIs, provider directory APIs, and payer-to-payer data exchange built on HL7 FHIR R4, with the 21st Century Cures Act prohibiting information blocking by certified health IT. We design FHIR API implementations that satisfy CMS final rule requirements, implement Bulk FHIR for population health data export, and build data normalization layers that standardize terminologies across SNOMED, LOINC, ICD-10, and RxNorm coding systems.

AI-powered Diagnostics & Clinical Decision Support

Medical imaging AI for radiology triage, pathology slide analysis, and ophthalmology screening has demonstrated clinical validation in peer-reviewed literature and regulatory clearance by FDA. We develop DICOM-compliant imaging analysis pipelines using PyTorch with pre-trained models (TorchXRayVision, MONAI), build NLP engines for clinical note de-identification and ICD-10 coding automation, and create predictive risk stratification models for sepsis early warning, readmission prediction, and care gap identification.

Clinical decision support systems (CDSS) require evidence-based logic validated against clinical guidelines (ACC/AHA, NICE), explainability that satisfies clinician trust requirements, and integration into EHR workflows through CDS Hooks (a SMART on FHIR standard) that surfaces recommendations at the point of care without requiring clinicians to switch applications. We design CDSS architectures with audit logging for regulatory compliance and human-override mechanisms that satisfy FDA's perspective on AI/ML-based SaMD.

Patient Engagement Platforms

Patient engagement apps must balance clinical utility with consumer-grade UX to achieve meaningful adoption rates. We build iOS/Android patient apps with HealthKit/Health Connect integration, design patient-reported outcomes (PRO) collection workflows using validated instruments (PROMIS, EQ-5D), implement medication adherence reminder systems with personalization algorithms, and integrate with pharmacy benefit managers (PBMs) for prescription synchronization.

Digital patient education content management systems allow clinical content teams to create, review, and publish condition-specific educational materials, care plan instructions, and post-discharge instructions without IT involvement. We implement content versioning with clinical review workflows, localization for Spanish, Mandarin, and other high-prevalence language populations, and reading level optimization targeting Grade 6–8 comprehension for HIPAA-required notice of privacy practices and consent forms.

Hospital & Clinic Management

Hospital information systems manage complex operational workflows including bed management, OR scheduling, laboratory order routing, and pharmacy dispensing that must integrate with clinical documentation systems. We integrate with laboratory information management systems (LIMS) using HL7 interfaces, build AI-powered surgical scheduling optimization models that maximize OR utilization, and create bed management dashboards that reduce ED boarding time through predictive discharge planning and real-time capacity visibility.

Healthcare revenue cycle management (RCM) automation reduces claim denials and accelerates reimbursement through automated prior authorization APIs (FHIR CRD/DTR CDS Hooks), real-time eligibility verification, and AI-assisted medical coding that suggests ICD-10/CPT codes from clinical documentation with confidence scores. We integrate with major clearinghouses (Change Healthcare, Availity) and build denial management dashboards with root cause analysis for clinical and billing teams.

Digital Therapeutics & Wellness

Digital therapeutics (DTx) are evidence-based software interventions that treat, manage, or prevent medical conditions, requiring clinical validation studies and FDA regulatory clearance through 510(k), De Novo, or PMA pathways. We design prescription digital therapeutics (PDT) with cognitive behavioral therapy (CBT) and behavior change technique (BCT) frameworks, integrate wearable SDK data (Garmin Health, Samsung Health Platform) for biometric-driven personalization.

We build Quality Management Systems (QMS) compliant with ISO 13485 for medical device software development, including design history file (DHF) documentation, software requirements specifications (SRS), and verification & validation (V&V) test protocol execution. Our development process implements IEC 62304 software lifecycle requirements for SaMD, including hazard analysis using IEC 14971 risk management methodology.