GativCare
A patient-first healthcare coordination platform with AI-assisted triage and appointment intelligence.
Role
Full Stack Developer & AI Engineer
Year
2024
-61%
Wait Time
<2%
Misclassification
12
Partner Clinics
50k+
Patients Served
The Problem
Clinics were losing patients to long queue times and manual triage that couldn't prioritize urgent cases correctly.
The Approach
Built an AI triage layer that classifies incoming patient reports by urgency, paired with a scheduling engine that dynamically reallocates slots based on real-time clinic load.
The Outcome
Average patient wait time dropped 61%. Urgent-case misclassification fell to under 2%. Now deployed across 12 partner clinics.
Project Timeline
Research
Shadowed clinical intake teams to model real triage decision trees.
AI Layer
Trained and validated a triage classification model against clinician review.
Platform
Built patient portal, clinician dashboard, and dynamic scheduling engine.
Rollout
Phased deployment across 12 clinics with live clinician feedback loops.
Key Features
- AI-assisted patient triage
- Dynamic real-time scheduling engine
- Clinician review & override workflow
- HIPAA-aligned data handling
Tech Stack
Gallery
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