JinnByte
All case studies
Health & MedTech

Turning medical records into a connected health intelligence ecosystem.

An AI-powered health records platform that transforms uploaded medical documents into structured, accessible patient history for both patients and doctors.

Unified health record
1Unified health record
Uploaded reports converted into structured records
100%Uploaded reports converted into structured records
The challenge

A patient’s medical history should not live across disconnected documents.


Medical information is often spread across laboratory reports, scans, prescriptions and other documents accumulated over time.

For patients, maintaining a complete medical history becomes difficult. For doctors, reviewing that information can mean working through multiple documents before understanding the wider clinical context.

The opportunity was to turn those fragmented records into an accessible, continuously growing health history.

The solution

From uploaded documents to structured health intelligence.


We engineered SMF Med as a connected patient and doctor ecosystem.

Patients upload medical documents through the mobile application. OCR and AI extract and interpret the information, create accessible summaries and organise relevant data into a longitudinal electronic health record.

Doctors can then review reports, medical history and AI-generated summaries through a dedicated portal, giving them a clearer view of the patient journey without relying solely on individual documents.

The ecosystem

One health history across patient and doctor experiences.


01

Patient Application

A central place for individuals to build and maintain their digital medical history.

Includes
Medical Report UploadsAI-Generated SummariesStructured Health RecordsHistorical Report AccessLongitudinal Patient History
02

AI Document Intelligence

The intelligence layer that transforms documents into usable health information.

Includes
OCR ProcessingMedical Document ParsingInformation ExtractionAI SummarisationStructured Record Generation
03

Doctor Portal

A dedicated clinical view of patient information.

Includes
Patient HistoryUploaded ReportsAI-Generated SummariesLongitudinal RecordsClinical Data Access
The record journey

From document to usable patient history.


  1. 01A patient uploads a medical reportDocuments enter the health record through the mobile experience.
  2. 02OCR extracts the informationThe platform converts document content into machine-readable data.
  3. 03AI interprets and summarises itRelevant information is transformed into a clearer, more accessible summary.
  4. 04The record grows over timeNew reports contribute to an evolving longitudinal health history.
  5. 05Doctors access the wider contextThe doctor portal brings reports, summaries and history together in one place.
What we engineered

A connected medical-record infrastructure.


01

Patient Mobile Application

A patient-facing experience for uploading, storing and reviewing medical information.

02

AI Report Intelligence

AI-powered analysis and summarisation of uploaded medical documents.

03

OCR & Document Processing

Extraction and structuring of information from reports and scanned documents.

04

Longitudinal EHR

A continuously growing patient record designed around medical history over time.

05

Doctor Portal

A dedicated environment for reviewing patient records, reports and summaries.

The patient needs continuity.
The doctor needs context.
The platform needs to transform documents into information that becomes more valuable as the record grows.
Impact

A record that grows more useful over time.


The value of the solution is not simply storing medical files digitally.

1
Unified Health Record
A single longitudinal history bringing medical information together over time.
100%
Reports Structured
Uploaded reports transformed into structured digital records.
Solution scope
AI Health IntelligenceMedical Document ProcessingOCREHRPatient ApplicationDoctor PortalClinical Data AccessSystem Integration
Building the next healthcare experience?

Turn fragmented health data into connected intelligence.

We help healthcare businesses design and engineer digital ecosystems that make information more accessible, structured and useful across the patient journey.