AI-Powered Healthcare

Intelligent Health Management for Modern Clinicians

Streamline patient care with AI-assisted diagnostics, comprehensive issue tracking, and seamless mobile integration.

Aqelis Health Management - Clinician Web App and Patient Mobile App connected through cloud platform with AI diagnostics

Comprehensive Healthcare Tools

Everything you need to deliver exceptional patient care

Patient Management

Track patients with comprehensive medical records, demographics, and complete health histories in one unified platform.

AI Diagnostic Wizard

LLM-powered symptom assessment with intelligent follow-up questions, differential diagnosis, and severity evaluation.

3D Body Visualization

Interactive anatomical model highlighting issue locations, enabling precise documentation of symptoms and conditions.

Issue Tracking

Categorize by domain, severity, and status with full audit trail. Track physical, psychological, and dental issues seamlessly.

Mobile App

Patient companion app for symptom reporting, quick notes, consultation requests, and push notifications.

LLM Integration

AI-assisted parsing, diagnosis suggestions, and treatment planning. Supports both local and cloud LLM providers, tailored to your performance and privacy requirements.

See It In Action

Powerful tools designed for real healthcare workflows

Web Application

Patient Dashboard with 3D Body Model
Patient Dashboard with 3D Body Model
AI-Powered Treatment Suggestions
AI-Powered Treatment Suggestions
Blood Work Tracking and Analytics
Blood Work Tracking and Analytics

Mobile Companion App

3D Body Front View
3D Body Front View
3D Body Location Selection
3D Body Location Selection
Guided Symptom Reporting
Guided Symptom Reporting
Real-time Notifications
Real-time Notifications

How It Works

From patient report to treatment tracking in four simple steps

Patient Reports

Patients submit symptoms via mobile app or during clinic visits. Quick notes and detailed reports are supported.

AI Analyzes

The diagnostic wizard processes symptoms with intelligent follow-up questions and differential diagnosis.

Clinician Reviews

Dashboard displays all submissions for review. Promote to issues, request more information, or dismiss.

Treatment Tracked

Monitor progress with full audit trail. Track medications, vitals, and appointments in one place.

Benefits for Everyone

Designed to improve outcomes for both clinicians and patients

For Clinicians

  • Reduce administrative burden with automated workflows
  • AI-assisted diagnosis suggestions for faster decisions
  • Comprehensive patient overview at a glance
  • Role-based access control for team collaboration
  • Complete audit logging for compliance

For Patients

  • Report symptoms easily from anywhere
  • AI guides symptom description for clarity
  • Track health history and progress over time
  • Secure communication with care team
  • Push notifications for appointments and updates

Built for Healthcare

Enterprise-grade architecture designed for security, scalability, and seamless integration

System Architecture

Aqelis Health Platform Architecture - showing Clinician Web App, Patient Mobile App, PostgreSQL Database, Local LLM, and Garmin Connect integration

Our Vision

Medical professionals are a scarce resource. In healthcare systems around the world, physicians face an impossible challenge: too many patients, not enough time. The average consultation lasts just minutes, yet patients arrive with complex histories spanning years or decades of care.

Many physicians wish they had more time with each patient. They want to listen, to understand the full picture, to make truly informed decisions. But the reality of modern healthcare rarely allows for this. Patient journals grow thick with notes, test results, prescriptions, and referrals—yet reviewing this history thoroughly before each appointment is simply not feasible.

This is where AI can make a profound difference. Imagine an intelligent assistant that reads through a patient's entire medical history, summarizes key findings, identifies patterns across years of data, and surfaces relevant information at exactly the right moment. An assistant that helps physicians see what might otherwise be missed in the time constraints of a busy practice.

Aqelis provides contextually accurate recommendations while strictly adhering to human-in-the-loop principles. The AI assists and informs—it never decides. Every suggestion, every summary, every insight is presented to the clinician for review and judgment. The physician remains in complete control, but now armed with a comprehensive understanding that would have taken hours to compile manually.

We believe this approach will revolutionize healthcare. Not by replacing the human connection between doctor and patient, but by giving clinicians the time and insight they need to make that connection meaningful. Better informed physicians lead to better outcomes, fewer missed diagnoses, and ultimately, healthier patients.

Technology Stack

Backend

  • Django Framework
  • PostgreSQL Database
  • WebSockets for LLM Streaming
  • REST API + Token Auth

Frontend

  • HTMX Reactive Updates
  • 3D Body Visualization
  • Real-time Notifications
  • Responsive Dashboard

Mobile

  • Kotlin + Jetpack Compose
  • Offline-First with Sync
  • Push Notifications
  • Biometric Authentication

AI Integration

  • Local or Cloud LLM Options
  • Configurable Privacy Level
  • Streaming Responses
  • Context-Aware Diagnosis

Integrations

  • Garmin Connect API
  • Health Data Import
  • Activity Tracking
  • Sleep and HR Metrics

API Endpoints

Authentication
POST /api/auth/register/  - Register with patient code
POST /api/auth/login/     - Login and get token
Patient Submissions
POST /api/patient/issues/physical/
POST /api/patient/issues/psychological/
POST /api/patient/issues/dental/
GET  /api/patient/issues/
Quick Notes
POST /api/patient/notes/
GET  /api/patient/notes/

Database Schema Highlights

Core Entities

  • Patient - Demographics, medical history, contact
  • Issue - Tracked health concerns with status
  • PatientSubmission - Pending reports from mobile
  • PatientNote - Quick notes and observations

Medical Data

  • Medication - Prescriptions and dosage tracking
  • BloodWork - Lab results and ranges
  • VitalsReading - BP, HR, temperature logs
  • Appointment - Scheduling and reminders

Security

  • Clinician - Role-based user accounts
  • AuditLog - Action tracking with IP
  • IPAccessRule - Network restrictions

Enterprise-Grade Security

Your patients' data deserves the highest protection

Role-Based Access

Granular permissions for physicians, nurses, reception, and specialists ensure data access on a need-to-know basis.

Audit Logging

Every action is logged with user, timestamp, and IP address for complete accountability and compliance.

Flexible AI Deployment

Choose between on-premises LLMs for maximum privacy or cloud APIs for enhanced performance. Tailored to your security requirements.

HIPAA-Ready

Architecture designed with HIPAA compliance in mind, including encryption, access controls, and audit trails.

Ready to Transform Your Practice?

See Aqelis in action with a personalized demonstration.