Preventative Health Clinic Platform

Industry: Healthcare, preventative health and longevity medicine
Organisation: Premium Australian longevity clinic
Solution type: Custom clinical platform with patient portal
Core technology: Angular, .NET microservices, SQL Server, Azure, HL7, OCR
Engagement: Discovery, architecture, build, hosting and ongoing support

Headline resultPathology results arrive automatically, matched to the right patient and scored against reference ranges

Overview

A premium longevity clinic needed software that tracks a person’s health over years, not just individual appointments. Using our healthcare software development services, we designed and built a preventative health platform that ingests pathology results automatically, maps biomarkers, calculates biological age and risk scores, and presents everything in a dashboard patients can understand.

The Business Problem

Most practice management and EMR systems are built around episodes of illness, bookings and billing. A longevity clinic needs the opposite: a long term, person centred view of trends across blood work, imaging, fitness testing and genetics.

Inconsistent test namesPathology labs name the same tests differently, and names change over time, breaking trend charts
Unreliable patient matchingMatching HL7 results on name and date of birth alone is unreliable
No lost resultsUnmatched results must never be lost or attached to the wrong patient
Sensitive health dataExtremely sensitive data including Medicare details, pathology, imaging and genetic markers

Our Solution

We built a person centred patient record with goals, medications, allergies, history, files and timestamped clinician notes. Pathology arrives through a dedicated HL7 microservice, built using API integration services, connected to the HealthLink messaging network. It parses ORU messages, extracts biomarkers, matches patients and logs every error. Running it as its own service means a malformed message from one lab cannot disrupt the rest of the platform.

Unrecognised test codes are flagged in an admin screen and mapped once to a standard biomarker, so the clinic manages new codes without development work. Results that cannot be matched with certainty go to a manual review queue. Non HL7 documents such as imaging reports are processed with OCR. The clinic’s proprietary biological age model is implemented as an adjustable formula, so it can evolve without a rebuild.

Lab sends an HL7 result
Dedicated service parses the message
Result matched to the patient
Scored against reference ranges
Trends shown on the patient dashboard

Preventative health clinic platform with automated HL7 pathology ingestion

Key Features

Automatic pathology and imaging ingestion via HL7
Admin managed biomarker mapping and reference ranges
Manual review queue for unmatched results
OCR extraction from PDF reports and external records
Biological age engine and traffic light biomarker scoring
Risk scoring across metabolic, cardiovascular and inflammation domains
Imaging and diagnostics repository including CT, MRI, calcium scoring and genetic testing
Fitness and body composition tracking such as DEXA, VO2 max and grip strength
Patient dashboard with scores, recommendations and next appointment
Calendar bookings, membership packages, renewals and invoicing
Digital referral forms prefilled with patient data
Role based access for patients, doctors, clinicians and reception
Multitenant architecture ready for additional clinics

Outcomes

The platform is live and supports the full clinic workflow from reception to clinician to patient
Pathology arrives automatically with reference ranges applied
Clinic staff resolve naming and matching issues themselves instead of raising support tickets
Patients see their health trends in a clear, readable format
The architecture supports opening further clinics without re platforming

Technology Stack

Frontend4 technologies

Angular

HTML

CSS

JavaScript

Backend5 technologies

.NET

REST APIs

Entity Framework

Microservices

Database1 technology

SQL Server

Cloud and DevOps4 technologies

Azure Web Apps

Azure API Management

Azure Blob Storage

Azure DevOps

Integrations3 technologies

HealthLink HL7 Feed

HL7 ORU Parsing

OCR Document Processing

Who This Solution Suits

This approach suits longevity clinics, executive health providers, integrative medicine practices and any healthcare business that needs to track biomarkers and outcomes over time rather than manage one off appointments.