Reshaping Canada's ER Front Door

Reshaping Canada's ER Front Door

How Intelligent Automation and Streamlined Workflows Can Alleviate ER Bottlenecks and Improve Patient Care

How Intelligent Automation and Streamlined Workflows Can Alleviate ER Bottlenecks and Improve Patient Care

Healthcare UX

Healthcare UX

Healthcare UX

Service Design

Service Design

Service Design

Al Prototyping

Al Prototyping

Al Prototyping

About the project

About the project

About the project

To say that Canada has a healthcare crisis is an understatement.

  • 28,000 people died waiting for a medical procedure or diagnostic.

  • 6.5 million Canadians don’t have a family doctor.

  • 16.1 million unscheduled Emergency Department visits in 2024 - 2025, an increase from 15.5 million the year before.

In this environment, small bottlenecks create outsized impact, especially at the ER.

The Problem: A System Near Breaking Point

Emergency departments nationwide are overwhelmed.
Patients wait an average of 4 hours from arrival to discharge, and 1.2 million leave without receiving treatment at all.

The first interaction (registration and triage) sets the tone for the entire patient journey. Today, that process is:

  • entirely manual

  • error-prone

  • slow & inefficient

  • inconsistent across staff and sites

The result:
Patients feel anxious and uninformed. Nurses are overburdened with clerical work, pulled away from clinical care. Data inaccuracies cascade through the care episode.

The Challenge: A system stalled from all sides

ER overcrowding isn’t caused by a single failure point; it’s driven by pressures that can be broken down across input, throughput, and output. A 2023 assessment shows:

  • 67% of studies cite input pressures (more patients, more complex needs)

  • 63% cite throughput pressures (in-hospital workflow delays)

  • 85% cite output pressures (no beds, no discharge destinations)

Multiple interconnected factors at the interface of the ED; today’s front door registration and triage, sits exactly where these forces collide. Through primary and secondary research, we were able to recognize and validate:

  1. The growth of input pressures

    ER patients are arriving sicker, older, and with more complex needs.

    • CTAS Levels 2 & 3 (urgent / emergent care) have been steadily increasing for more than a decade.

    • More patients require rapid intervention.

    • Older adults (65+) now represent a growing portion of total ER visits.

    • Median wait time to physician initial assessment continues to rise.

    Unresolved complexity at the intake stage means manual workflows break faster, data errors carry more risk, and triage inconsistency becomes more dangerous.

  2. The slowdown of throughput

    Once inside the ER, everything moves slower:

    • Median length of stay continues to increase.

    • Documentation demands and repeated information gathering slow down clinical teams.

    Without efficient digital intake, clinicians are forced to compensate manually, multiplying delays throughout the entire system.

  3. The resultant bottleneck of output

    • Fewer patients are being discharged directly from the ER.

    • The proportion of patients leaving without being seen continues to climb.

This cascading output blockage pushes the entire queue backward, right to the front door, where registration and triage get overwhelmed. Thus the first step is the biggest brake, the biggest opportunity, with the most critical pain points:

  • Queue congestion forms even before clinical care begins

  • Nurses spend up to 60% of triage time on repetitive clerical tasks

  • CTAS prioritization varies, creating risk of over- or under-triage

  • Lack of transparency leaves patients confused and unsettled

Over 50% of level 3 patients revisit the ER within 7 days of their first visit.

The Opportunity: A High-ROI Fix With System-Wide Impact

Digitizing intake and triage can:

  • Cut wait times by up to 60%

  • Improve CTAS accuracy with AI-assisted decision support

  • Reduce clerical burden and nurse burnout

  • Give patients live updates on their position in queue

  • Improve data quality and downstream workflows

  • Strengthen trust and transparency from the moment a patient arrives

This isn’t just about upgrading the user experience or a shiny new user interface; it’s a systems intervention with the potential for measurable improvements across the board.


Client

Ontario Health

Client

Ontario Health

Client

Ontario Health

Stack

Figma Lovable Supabase

Stack

Figma Lovable Supabase

Stack

Figma Lovable Supabase

Role

Lead Product Designer

Role

Lead Product Designer

Role

Lead Product Designer

Year

2025

Year

2025

Year

2025

Registration flow - Mobile
Registration flow - Mobile
Registration flow - Mobile

Nurses Dashboard
Nurses Dashboard
Nurses Dashboard

Flowchart
Flowchart
Flowchart

Visuals

Visuals

Visuals


The Solution: A Digital Intake & AI-Enabled Triage Platform

Digital Registration

  • Mobile-first, responsive form accessible via QR, kiosk, or portal

  • Captures demographics, insurance, medical history, and symptom details

  • Patients confirm their own data → fewer errors

Electronic Triage Assessment

  • Structured questionnaire aligned with CTAS

  • Guided capture of vitals, pain level, red flags

  • Automated documentation reduces cognitive burden

AI-Suggested CTAS Level

  • Model trained on Ontario’s 6M+ ER visit dataset

  • Recommends acuity level; nurses retain full override authority

  • Audit trail ensures accountability

Real-Time Journey Updates

  • Dynamic wait-time estimates

  • Staff notifications triggered by acuity thresholds

  • Full visibility from registration → triage → treatment → discharge

Enterprise-Ready Architecture

  • WCAG 2.1 AA accessibility

  • HIPAA & PIPEDA compliant

  • Real-time EMR integration (no duplicate entry)

  • Analytics dashboard to identify bottlenecks & demand trends

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