Challenge
Teams assume Redox erases all per-site variance
Agnotic approach
We handle the residual differences between connections in a mapping layer so your product sees consistent data.
Redox
Redox Integration
We build on the Redox integration platform to connect your app to hundreds of health systems through one API — Redox data models, event subscriptions, and FHIR/HL7 source connections, wired into your product.
Redox Data ModelsFHIR R4HL7 v2HIPAA-Ready
Trusted by global innovators
What building on Redox actually involves
Redox is a healthcare integration platform that abstracts the mess of per-site EHR interfaces behind a single, normalized API. Instead of writing bespoke HL7 feeds for every hospital, you exchange Redox data models — PatientAdmin, Clinical Summary, Results, Scheduling, Order, Media, and more — and Redox handles the translation to each connection's underlying FHIR or HL7 surface.
The value is real, but it is not magic. You still design event subscriptions, map Redox data models to your domain, handle the differences between source connections, and manage the Redox developer dashboard, environments, and go-live with each health system. We build that integration layer so your team consumes clean, normalized data instead of raw site-specific feeds.
Architecture
See how we design a Redox integration layer that normalizes many health systems into one clean data flow.
Common failure modes
Redox pitfalls — and how we handle them
Challenge
Subscriptions deliver more or less than expected
Agnotic approach
We design subscriptions and filters deliberately and validate real payloads in the dashboard before go-live.
Challenge
Per-health-system onboarding stalls the roadmap
Agnotic approach
We treat each connection go-live as a tracked task with the health system and Redox, run in parallel with product work.
Challenge
Errors hide in the message logs
Agnotic approach
Log monitoring, alerting, and retry handling so delivery failures surface instead of silently dropping data.
Redox Capabilities We Work With
The exact Redox surface behind fast, multi-site EHR connectivity.
Data models
PatientAdmin, Clinical Summary, Results, Scheduling, Order, Notes, and Media data models mapped to your domain objects.
Subscriptions & queries
Event-driven subscriptions for pushed data and on-demand queries against source connections, handled through one API.
Dashboard & environments
Redox developer dashboard, log inspection, environment management, and per-connection go-live coordination.
FHIR & HL7 sources
Underneath the normalized models, connections run on FHIR R4 or HL7 v2 — we handle the per-source variance.
Where it runs
Redox workflows we build
Multi-site rollout
Connect a digital-health product to many health systems through one API.
Results ingestion
Subscribe to lab and clinical results and surface them in your app.
Patient sync
Keep patient demographics and admissions in sync via PatientAdmin.
Order write-back
Send orders and notes back into the EHR from your platform.
Document exchange
Push and pull clinical documents and media through Redox.
One API, many health systems
Redox trades bespoke per-site interfaces for a normalized model. We handle the design and per-connection go-live that still remain.
7+
Redox data models in routine use
1–3 mo
Typical integration-layer build
100%
Dashboard-validated connections
Compliance-First Healthcare App Development Services Backed by Global Standards
15-Minute Scoping Call01
HIPAA
Health Insurance Portability and Accountability Act
Protect PHI with privacy-first architecture, encrypted storage and transmission, strict access controls, and traceable audit logs.
02
GDPR
General Data Protection Regulation
Implement lawful consent flows, data minimization, retention controls, and secure processing for sensitive health data.
03
FHIR
Fast Healthcare Interoperability Resources
Enable standardized health data exchange across apps, care teams, and systems through robust FHIR-ready APIs.
04
HL7
Health Level Seven International
Support enterprise-grade interoperability with HL7-based integrations for records, events, and clinical messaging workflows.
05
HITRUST
Health Information Trust Alliance
Align security programs to healthcare-specific control and risk management practices trusted by providers and ecosystem partners.
06
HITECH
Health Information Technology for Economic and Clinical Health Act
Design with breach notification readiness, digital record safeguards, and operational controls that support regulated care programs.
07
SaMD
FDA Software as a Medical Device
Plan software quality, traceability, and documentation pathways for products that may require SaMD review and submission.
08
MDR (EU)
Medical Device Regulation (European Union)
Prepare EU market-ready processes for risk classification, evidence tracking, and lifecycle governance under MDR expectations.
09
SAMHSA
Substance Abuse and Mental Health Services Administration
Apply confidentiality controls and consent-aware sharing models for behavioral and mental health data experiences.
Standards we build against
Redox integration standards
FHIRHL7 v2RedoxOAuth2HIPAA
Our Process
How we deliver Redox integration
Data-model mapping, subscription design, and per-connection go-live treated as the real work.
1.
Discovery & data-model map
We map the Redox data models you need to your domain and define which events you subscribe to and query.
Model-mapped
2.
Integration build
We build the ingestion, transformation, and outbound flows against the Redox API and your data store.
Normalized
3.
Build & test
We validate in the Redox dashboard with sample payloads and per-connection nuances before production.
Dashboard-tested
4.
Go-live & monitoring
Per-health-system go-live with log monitoring, retry handling, and connection health tracking.
Observed
Featured case study
Read Case StudyLera Health: compliant women's health platform
Lera Health is related proof of compliant, integration-heavy delivery — a privacy-first platform built end to end. Building on Redox draws on the same strengths: clean data modelling, disciplined ingestion, and HIPAA-grade handling of clinical data.
Why Partner With Us
15-Minute Scoping CallWhy teams trust us with Redox
Real multi-site delivery, not just platform familiarity.
Compliance-first
HIPAA-ready pipelines and audit logging around every data model exchanged with health systems.
Platform depth
We work fluently in Redox data models, subscriptions, environments, and the developer dashboard.
Speed-focused
We use Redox to compress multi-site EHR connectivity from months of bespoke feeds to a managed rollout.
Product fluency
We map normalized data into your product cleanly, so features ship on top of integration, not around it.
Frequently Asked Questions
The core integration layer usually takes 1–3 months to build, after which each health-system connection is its own onboarding. Redox compresses the per-site engineering, but data-model mapping, subscription design, and coordinating each go-live still drive the overall timeline.
Ready to connect many health systems through one API?
Tell us your target data models and health systems. We will return a realistic integration-layer and rollout plan.
contact@agnotic.com
Partnerships
contact@agnotic.com