PolyMed Engine - Developer Console

Healthcare Workflow Simulator

Select a patient scenario and run a workflow to see which backend service, route, and technology stack powers the action.

Select Patient Scenario

Patient Name: -

Age: -

Risk Level: -

Conditions: -

Open Care Gaps: -

Claims Activity: -

Care Priority: -

Run Healthcare Workflow

Choose an action to generate a backend technology trace.

Workflow Result & Technology Trace

⚡ Ready to Run Healthcare Workflow

Select a patient scenario and click a workflow action to generate a real-time backend technology trace.

1. Selected Patient Summary

Active Profile: - Risk Level: -

2. Available Workflows

Patient Onboarding
Clinical Risk Scoring
Claims Review
Healthcare Analytics
Care Team Notification
Full Patient Journey

3. Simulator Execution Status

No execution yet

Technology Trace JSON Preview

Backend Technology Stack Map

API Gateway

Node.jsExpress.js

Runtime for asynchronous routing proxy, header injection, logging, and metrics aggregation endpoints.

Main Route: GET /console

Patient Management Service

JavaSpring BootSpring MVCSpring SecurityHibernate

Primary system of record for patient profiles, provider directories, care teams, care gaps, and HIPAA compliance audits.

Main Route: POST /api/patients

Clinical Risk Scoring Service

Scala

Functional mathematics engine evaluating biometric readings and medication compliance functions without side effects.

Main Route: POST /api/risk/score

Claims Workflow Service

Django

Relational claim ingestion engine auditing diagnostic classifications and tracking adjudicator workflow transitions.

Main Route: POST /api/claims

Healthcare Analytics Service

Flask

Lightweight reporting service executing data queries to compile population KPIs and care gap stats.

Main Route: GET /api/analytics/summary

Notification Service

PHPLaravel

Event-based alert engine checking quiet hours rules, interpolating patient alerts, and logging message outputs.

Main Route: POST /api/notifications

Healthcare Enterprise Workflow Map

Patient Onboarding

POST /api/patients

1. Gateway assigns Request Correlation ID
2. Spring Security verifies auditor role rules
3. Hibernate maps and persists patient record
4. Spring MVC formats tech trace JSON response

Stack: Java / Spring Boot

Clinical Risk Scoring

POST /api/risk/score

1. Gateway maps inputs & routes payload to Scala
2. Scala rule evaluation checks vitals & adherence
3. Functional pattern matching computes risk tier
4. Mathematical scoring response generated

Stack: Scala

Claims Review

POST /api/claims

1. Gateway verifies CPT charges & routes claims
2. Django ORM saves claims linked to member DB
3. Django Views transition review states (Approve/Deny)
4. Audit history record log entry created in SQLite

Stack: Django

Analytics Summary

GET /api/analytics/summary

1. Gateway routes analytics telemetry fetch request
2. Flask routes via analytics blueprint controller
3. Aggregate population KPIs compiled dynamically
4. Telemetry payload attached to response

Stack: Flask

Patient Notification

POST /api/notifications

1. Gateway forwards message request to PHP
2. Laravel templates checked against configurations
3. Audit database logs preferences checks
4. Notification dispatched successfully

Stack: PHP / Laravel

Ecosystem Service Catalog

Node.js Express API Gateway

Node.jsExpress.js

• Dynamic proxy routing and verification fallback.
• Correlation ID tracing injection and log reporting.
• Serving HTML Developer Console at /console.

Primary Endpoints

GET /console

GET /api/platform/health

Path: services/api-gateway-node-express

ONLINE

Java Spring Boot Patient Management Service

JavaSpring BootSpring MVCSpring SecurityHibernate

• Patient registration and demographic profile lookups.
• Provider specialties registration and search registries.
• Spring Security role checking and HIPAA clinical access logging.

Primary Endpoints

POST /api/patients

GET /api/patients/:id

GET /api/providers

GET /api/care-gaps/patient/:id

Path: services/patient-service-java-springboot

ONLINE

Scala Clinical Risk Scoring Service

Scala

• Stateless mathematical risk scoring mathematical logic.
• Pattern matched clinical rule evaluation trees.

Primary Endpoints

POST /api/risk/score

GET /api/risk/rules

Path: services/risk-scoring-service-scala

ONLINE

Django Claims Workflow Service

Django

• Claims submissions and clinical code relationships.
• Adjudication state transitions (Approve/Deny/Review).

Primary Endpoints

POST /api/claims

POST /api/claims/:id/adjudicate

Path: services/claims-service-django

ONLINE

Flask Healthcare Analytics Service

Flask

• Reporting KPIs, average risk distributions, and workloads.

Primary Endpoints

GET /api/analytics/summary

Path: services/analytics-service-flask

ONLINE

PHP Laravel Notification Service

PHPLaravel

• Notification templates interpolation, SMS/Email preferences.

Primary Endpoints

POST /api/notifications

Path: services/notification-service-laravel

ONLINE

API Endpoint Explorer

Patient Management Service (Java)

POST /api/patients

Registers a new patient demographic file.

GET /api/patients/:id

Retrieve complete patient charts.

GET /api/providers

Query register of active clinicians.

GET /api/care-gaps/patient/:id

Query open gaps for care management.

Clinical Risk Scoring Service (Scala)

POST /api/risk/score

Calculate patient clinical risk score.

GET /api/risk/rules

Query catalog of active rules definitions.

Claims Workflow Service (Django)

POST /api/claims

Submit a new medical insurance claim.

POST /api/claims/:id/adjudicate

Adjudicate claim state transitions.

Analytics & Notifications Services

GET /api/analytics/summary

Generate aggregated healthcare population KPIs (Flask).

POST /api/notifications

Trigger templated alerts and preferences (Laravel).

Documentation & System Architecture Notes

Architecture Overview

Detailed multi-service mapping of data flow, endpoints contracts, correlation IDs logic, and tracing standards.

Open architecture.md →

Service Boundaries

Documentation defining component scopes, ownership boundaries, and coding stacks separation details.

Open service-boundaries.md →

API Contracts Spec

Rigorous endpoints schema specifications, payloads validation models, and success/error envelope shapes.

Open api-contracts.md →

Security & HIPAA Strategy

Explanations on role permissions, HIPAA security logging parameters, and clinical filters auditing.

Open security-design.md →