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Constance | 2022 – 2023

Designing AI – Risk Prediction for Healthcare Teams

Role
Product Designer
Platform
Web | Mobile | Tab
Industry
Healthcare, AI
Scope
Product Design 0–1
Constance Dashboard
Clinical Decision Support
Predictive Intelligence
Risk Stratification
Explainable AI
Clinical Data Visualization
Healthcare Integrations
Patient Journey Design
Treatment Recommendations
Clinical Decision Support
Predictive Intelligence
Risk Stratification
Explainable AI
Clinical Data Visualization
Healthcare Integrations
Patient Journey Design
Treatment Recommendations

An AI-powered clinical decision support platform that analyzes patient risk, delivers explainable peri-operative insights, and guides evidence-based care decisions — helping clinicians improve outcomes with confidence.

About Project

How I designed an AI-powered platform that translates patient data into actionable clinical insights.

Overview
Understanding the product
Problem
Challenges enterprises face today
Solution
What we aimed to solve
Richard Paul waving
👋 Hey there!

Most AI products help people work faster. Constance helps clinicians make safer decisions.

This case study explores how I designed an AI-powered clinical decision support platform that transforms complex peri-operative risk models into clear, interpretable insights helping healthcare professionals assess surgical risk, identify complications early, and make more informed treatment decisions.

How It Works

Constance's algorithm provides practical recommendations for op pain management risk stratification based on integrated patient data.

How It Works — Sign Up, Lookup Patient, Review Recommendations
UI Snippets

Experiences I helped design

Patient Risk Overview Dashboard
Navigation — Expanded Sidebar, Workspace Switcher, Collapsed Rail