Inside MedicSim

A clinicalsimulationbuilt to think.

MedicSim combines AI patient behaviour, clinical reasoning, simulation logic and automated evaluation into one interactive OSCE-style environment.

60 CasesAI PatientsVoiceExaminationEvaluation
MEDICSIM CORE
Simulation architecture
ONLINE
🧠
Clinical Intelligence
Hidden state + reasoning
Patient StateACTIVE
InformationDYNAMIC
ReasoningTRACKING
EvaluationREADY
Simulation layer
01
AI Patient
02
History
03
Examination
04
Investigations
05
Diagnosis
06
Evaluation
The architecture
10
interconnected systems

Every consultation sits on top of a connected clinical architecture. The patient, hidden pathology, simulation state, reasoning process and evaluation layer all work together to create a consultation that unfolds as you interact with it.

Core architecture

What's happeningunderneath the interface.

🩺
01

Clinical Core

Stores the structured clinical information behind each simulation, including demographics, presenting complaints, symptoms, medical history, vital signs, investigation results and possible diagnoses.

🧠
02

AI Patient Brain

Controls how virtual patients behave, respond to questions and reveal information during a consultation.

⚙️
03

Simulation Engine

Manages case initialization, information discovery, decision points, consultation progression and final outcomes.

🔒
04

Hidden Clinical State

Maintains the underlying pathology, unrevealed symptoms, disease severity and subtle clinical details that the learner must uncover.

📊
05

Evaluation Engine

Evaluates history-taking quality, crucial questions, clinical reasoning, investigations, diagnostic accuracy and management decisions.

📚
06

Disease Library

Provides the structured repository of clinical cases, symptoms, patient responses, investigation findings, differential diagnoses and expected approaches.

🔎
07

Clinical Reasoning

Supports the reasoning layer behind pattern recognition, alternative diagnoses and the evidence used to reach a conclusion.

💻
08

Frontend Application

Connects the learner to consultation interfaces, patient telemetry, timers, dashboards and evaluation views.

📈
09

Dashboard System

Provides access to simulations, performance history, longitudinal progress, completed attempts and performance metrics.

🗂️
10

Performance Logging

Records completed consultation outcomes and learning metrics so performance can be reviewed over time.

End-to-end simulation

From presentationto performance report.

01
Stage 01

Present

A clinical case is initialized with its own hidden state.

02
Stage 02

Interact

Question the AI patient through text or real-time voice.

03
Stage 03

Examine

Use physical assessments and objective clinical findings.

04
Stage 04

Investigate

Request investigations and interpret the available evidence.

05
Stage 05

Reason

Construct a differential diagnosis from the information gathered.

06
Stage 06

Diagnose

Submit the final diagnosis and complete the consultation.

07
Stage 07

Evaluate

Receive structured scoring, red flags and learning points.

🎙️
Real-time communication

Talk to the patient.

MedicSim supports simulated voice consultations with speech recognition, live text-to-speech responses, audio waveform visualisation, push-to-talk controls and full-duplex call rooms.

Voice channelConnected
🩺
Objective assessment

Investigate the evidence.

Objective clinical panels allow you to perform physical assessments and access investigation findings as you work through the case.

♥
Vitals
◉
HEENT
◈
Thoracic
◇
Abdominal
Technology

Built as a platform,not just a page.

MedicSim combines a modern web application, AI systems, simulation logic, APIs and persistent performance data into one responsive clinical environment.

Frontend
Next.js
React + TypeScript
Application
API Layer
Simulation logic
Intelligence
AI Systems
Patient behaviour
Persistence
Supabase
Account data
Deployment
Vercel
Production platform
Interface
Responsive UI
Mobile optimisation
🧠
Ready to enter the simulation?

Stop reading cases.Start working them.

Start a case, meet your patient and work through the consultation from first question to final diagnosis.

Launch MedicSim→